formulations.formulation5_covar_stacksize_5_overlap_5_lineups_150_lambda_0.001_exposure_P0.8_exposure_B10.3_
exposure_B20.4_exposure_B30.6_exposure_C0.3_exposure_SS0.5_exposure_OF0.6_covar_chg75p_exp(spike)
***********************************************************************************************
Contest 1: 2017-04-16 $50.00entry_MLB$250KSundayNiftyFifty
***********************************************************************************************
[1] "PnL: -4340"

[1] "Total fpts: 159.45 (1)"
       Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2  Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3       Alex Avila  DET   C   3400 23.00     14.000000     9.899495
4        Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5    Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6   Anthony Rendon  WSH  3B   3900 12.00      2.666667     2.503331
7     Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8     Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9     Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
10      Adam Eaton  WSH  OF   4100 15.00     10.285714     7.296444
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          2         0.0    0     7 0.767 0.625
4          1         0.0    0     5 0.579 0.455
5          8         0.0    0     4 0.457 0.245
6          6         0.0    0     2 0.197 0.026
7          8         0.0    0     1 0.244 0.027
8          8         0.0    0     3 0.289 0.031
9          8         0.0    0     3 0.416 0.200
10         7         0.0    0     1 0.391 0.184

[1] "Total fpts: 149.3 (2)"
         Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3  Christian Vazquez  BOS   C   2700 13.00     13.666667    16.502525
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5     Dustin Pedroia  BOS  2B   4100  0.00      5.900000     3.573047
6     Pablo Sandoval  BOS  3B   3600 16.00      4.222222     5.118051
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8       Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000     5.782156
10       Chris Young  BOS  OF   3100  8.00      5.625000     5.069164
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4          9         0.0 0.00     4 0.293 0.100
5         10         0.0 0.00     1 0.311 0.023
6          9         0.0 0.00     7 0.217 0.184
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     2 0.310 0.095
10         8         0.0 0.00     8 0.317 0.059

[1] "Total fpts: 149.3 (3)"
         Lineup (126) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2        Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3  Welington Castillo  BAL   C   3200  0.0      6.375000     5.705574
4        Trey Mancini  BAL  1B   2900 35.0      9.600000    13.794927
5     Jonathan Schoop  BAL  2B   3300 10.0      7.500000     6.819091
6       Evan Longoria   TB  3B   4700  0.0      7.500000     6.529653
7            JJ Hardy  BAL  SS   2700 19.0      4.111111     5.278363
8          Mike Trout  LAA  OF   5100  0.0     10.900000     3.984693
9        Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
10       Craig Gentry  BAL  OF   2800 21.0      0.000000     0.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.365 0.067
4          5         0.0 0.00     7 0.441 0.412
5         10         0.0 0.00     8 0.353 0.273
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     9 0.224 0.100
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         3         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 137.45 (4)"
         Lineup (55) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3         Alex Avila  DET   C   3400 23.00     14.000000     9.899495
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5        Brad Miller   TB  2B   4000 14.00      7.400000     9.453982
6      Evan Longoria   TB  3B   4700  0.00      7.500000     6.529653
7        Tim Beckham   TB  SS   3300 17.00      2.300000     2.830391
8       Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9       Steven Souza   TB  OF   4000  4.00      9.166667     8.364789
10   Kevin Kiermaier   TB  OF   3900 15.00      5.666667     6.893123
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          2         0.0    0     7 0.767 0.625
4          9         0.0    0     4 0.293 0.100
5         10         0.0    0     4 0.304 0.150
6         12         0.0    0     3 0.323 0.182
7         10         0.0    0     9 0.164 0.031
8          8         0.0    0     3 0.289 0.031
9         12         0.0    0     1 0.428 0.233
10        12         0.0    0     2 0.273 0.067

[1] "Total fpts: 136.85 (5)"
         Lineup (56) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2    Jameson Taillon  PIT   P   7700 25.75     18.425000   6.39931637
3       Cameron Rupp  PHI   C   3100  7.00      4.500000   6.80441033
4       Tommy Joseph  PHI  1B   3600  5.00      4.142857   5.14550197
5    Cesar Hernandez  PHI  2B   3200 29.00     11.625000   7.72634639
6      Maikel Franco  PHI  3B   4000  0.00      9.250000   7.20614817
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000   2.53193884
8       Mookie Betts  BOS  OF   5200 19.00      5.000000   5.92814112
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000   5.78215646
10       Daniel Nava  PHI  OF   3100  9.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          7         0.0 0.00     4 0.209 0.125
5          8         0.0 0.00     1 0.381 0.229
6          8         0.0 0.00     3 0.272 0.171
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     2 0.310 0.095
10         0         0.0 0.00     2 0.831 1.000

[1] "Total fpts: 136.15 (6)"
        Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Ian Kennedy   KC   P   8100 35.60     12.700000           NA
2      Bartolo Colon  ATL   P   6200 28.55      8.650000    18.455487
3       Matt Wieters  WSH   C   3200  0.00      9.500000     9.049862
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6      Manny Machado  BAL  3B   4400 16.00      6.400000     6.203941
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8   Michael Brantley  CLE  OF   4600 13.00      8.000000     5.796551
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000     5.782156
10     Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         5.5 1.45    NA 0.000 0.000
2          2         5.0 1.20    NA 0.000 0.000
3          6         0.0 0.00     7 0.450 0.226
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6         10         0.0 0.00     3 0.290 0.143
7          9         0.0 0.00     2 0.463 0.372
8          6         0.0 0.00     3 0.319 0.152
9         10         0.0 0.00     2 0.310 0.095
10         5         0.0 0.00     6 0.133 0.000

[1] "Total fpts: 131.15 (7)"
        Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3     Tyler Flowers  ATL   C   2900 12.00      6.000000     3.033150
4   Freddie Freeman  ATL  1B   4400  8.00     11.333333    13.076697
5  Brandon Phillips  ATL  2B   3400 24.00      8.666667     8.306624
6     Adonis Garcia  ATL  3B   3300  4.00      4.888889     5.464532
7  Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8        Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
10    Nick Markakis  ATL  OF   3500  9.00      7.888889     4.755114
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     7 0.367 0.000
4          9         0.0 0.00     3 0.470 0.333
5          9         0.0 0.00     5 0.355 0.158
6          9         0.0 0.00     6 0.223 0.103
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         9         0.0 0.00     4 0.403 0.216

[1] "Total fpts: 130.85 (8)"
         Lineup (36) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2    Jameson Taillon  PIT   P   7700 25.75     18.425000   6.39931637
3       Cameron Rupp  PHI   C   3100  7.00      4.500000   6.80441033
4          Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5      Daniel Murphy  WSH  2B   4500  5.00     10.125000  12.12361921
6     Anthony Rendon  WSH  3B   3900 12.00      2.666667   2.50333111
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667  13.13392554
8       Bryce Harper  WSH  OF   5000 37.00      9.500000   9.68061391
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000   5.78215646
10      Jayson Werth  WSH  OF   3600  3.00      6.857143   5.52052447
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6          6         0.0 0.00     2 0.197 0.026
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     2 0.310 0.095
10         7         0.0 0.00     6 0.398 0.250

[1] "Total fpts: 130.3 (9)"
          Lineup (8) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2       Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3  Christian Vazquez  BOS     C   2700 13.0     13.666667    16.502525
4     Hanley Ramirez  BOS 1B/OF   4500  8.0      6.428571     4.237025
5     Dustin Pedroia  BOS    2B   4100  0.0      5.900000     3.573047
6      Evan Longoria   TB    3B   4700  0.0      7.500000     6.529653
7       Jordy Mercer  PIT    SS   3000  9.0      4.125000     2.531939
8       Mookie Betts  BOS    OF   5200 19.0      5.000000     5.928141
9       Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
10 Andrew Benintendi  BOS    OF   3800 17.0      6.900000     5.782156
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4          7         0.0 0.00     4 0.286 0.069
5         10         0.0 0.00     1 0.311 0.023
6         12         0.0 0.00     3 0.323 0.182
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.289 0.031
9          8         0.0 0.00     3 0.416 0.200
10        10         0.0 0.00     2 0.310 0.095

[1] "Total fpts: 126.3 (10)"
        Lineup (47) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3         Yan Gomes  CLE   C   3100  0.0      5.400000     5.272571
4   Freddie Freeman  ATL  1B   4400  8.0     11.333333    13.076697
5  Brandon Phillips  ATL  2B   3400 24.0      8.666667     8.306624
6     Evan Longoria   TB  3B   4700  0.0      7.500000     6.529653
7    Dansby Swanson  ATL  SS   3200  0.0      4.111111     4.314060
8      Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
9    Ender Inciarte  ATL  OF   3700 21.0      8.222222    10.341395
10    Nick Markakis  ATL  OF   3500  9.0      7.888889     4.755114
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     3 0.470 0.333
5          9         0.0 0.00     5 0.355 0.158
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     2 0.198 0.091
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     1 0.287 0.222
10         9         0.0 0.00     4 0.403 0.216

[1] "Total fpts: 124.45 (11)"
       Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2   Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3        Alex Avila  DET   C   3400 23.00     14.000000     9.899495
4   Freddie Freeman  ATL  1B   4400  8.00     11.333333    13.076697
5  Brandon Phillips  ATL  2B   3400 24.00      8.666667     8.306624
6     Adonis Garcia  ATL  3B   3300  4.00      4.888889     5.464532
7    Dansby Swanson  ATL  SS   3200  0.00      4.111111     4.314060
8      Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9        Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
10    Nick Markakis  ATL  OF   3500  9.00      7.888889     4.755114
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          2         0.0    0     7 0.767 0.625
4          9         0.0    0     3 0.470 0.333
5          9         0.0    0     5 0.355 0.158
6          9         0.0    0     6 0.223 0.103
7          9         0.0    0     2 0.198 0.091
8          8         0.0    0     3 0.289 0.031
9         10         0.0    0     3 0.456 0.357
10         9         0.0    0     4 0.403 0.216

[1] "Total fpts: 124.25 (12)"
        Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000   3.28804653
2        Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
3  Willson Contreras  CHC   C   3600  0.00      6.875000   6.42400632
4    Freddie Freeman  ATL  1B   4400  8.00     11.333333  13.07669683
5   Brandon Phillips  ATL  2B   3400 24.00      8.666667   8.30662386
6      Adonis Garcia  ATL  3B   3300  4.00      4.888889   5.46453210
7     Dansby Swanson  ATL  SS   3200  0.00      4.111111   4.31405970
8       Bryce Harper  WSH  OF   5000 37.00      9.500000   9.68061391
9     Kyle Schwarber  CHC  OF   4100  8.00      7.111111   5.44160924
10     Nick Markakis  ATL  OF   3500  9.00      7.888889   4.75511421
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4          9         0.0 0.00     3 0.470 0.333
5          9         0.0 0.00     5 0.355 0.158
6          9         0.0 0.00     6 0.223 0.103
7          9         0.0 0.00     2 0.198 0.091
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     1 0.355 0.214
10         9         0.0 0.00     4 0.403 0.216

[1] "Total fpts: 124.15 (13)"
        Lineup (13) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3      Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4      Tommy Joseph  PHI  1B   3600  5.00      4.142857     5.145502
5   Cesar Hernandez  PHI  2B   3200 29.00     11.625000     7.726346
6     Maikel Franco  PHI  3B   4000  0.00      9.250000     7.206148
7  Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8        Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
10      Daniel Nava  PHI  OF   3100  9.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          7         0.0 0.00     4 0.209 0.125
5          8         0.0 0.00     1 0.381 0.229
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         0         0.0 0.00     2 0.831 1.000

[1] "Total fpts: 123.35 (14)"
         Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3       Matt Wieters  WSH   C   3200  0.00      9.500000     9.049862
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6         Yandy Diaz  CLE  3B   2800  3.00      5.555556     3.574602
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8       Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9   Michael Brantley  CLE  OF   4600 13.00      8.000000     5.796551
10     Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     7 0.450 0.226
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.416 0.200
9          6         0.0 0.00     3 0.319 0.152
10         5         0.0 0.00     6 0.133 0.000

[1] "Total fpts: 120.15 (15)"
       Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Ian Kennedy   KC     P   8100 35.60      12.70000           NA
2     Bartolo Colon  ATL     P   6200 28.55       8.65000    18.455487
3         Yan Gomes  CLE     C   3100  0.00       5.40000     5.272571
4    Carlos Santana  CLE 1B/OF   4700  0.00       9.00000     9.643651
5     Nick Franklin  MIL 2B/OF   3600  0.00           NaN           NA
6     Manny Machado  BAL    3B   4400 16.00       6.40000     6.203941
7  Francisco Lindor  CLE    SS   4400  6.00      12.66667    13.133926
8      Mookie Betts  BOS    OF   5200 19.00       5.00000     5.928141
9  Michael Brantley  CLE    OF   4600 13.00       8.00000     5.796551
10   Austin Jackson  CLE    OF   3100  2.00       5.20000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         5.5 1.45    NA 0.000 0.000
2          2         5.0 1.20    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5          0         0.0 0.00     1 0.501 0.714
6         10         0.0 0.00     3 0.290 0.143
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.289 0.031
9          6         0.0 0.00     3 0.319 0.152
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 119.7 (16)"
        Lineup (102) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2        Matt Harvey  NYM   P   7800 16.1     21.175000   0.03535534
3  Christian Vazquez  BOS   C   2700 13.0     13.666667  16.50252506
4      Anthony Rizzo  CHC  1B   4800  5.0      6.666667   5.78791845
5     Dustin Pedroia  BOS  2B   4100  0.0      5.900000   3.57304725
6      Manny Machado  BAL  3B   4400 16.0      6.400000   6.20394140
7    Troy Tulowitzki  TOR  SS   3800 10.0      6.181818   8.31646778
8       Mookie Betts  BOS  OF   5200 19.0      5.000000   5.92814112
9  Andrew Benintendi  BOS  OF   3800 17.0      6.900000   5.78215646
10       Chris Young  BOS  OF   3100  8.0      5.625000   5.06916448
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4          9         0.0 0.00     3 0.361 0.136
5         10         0.0 0.00     1 0.311 0.023
6         10         0.0 0.00     3 0.290 0.143
7         11         0.0 0.00     5 0.278 0.175
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     2 0.310 0.095
10         8         0.0 0.00     8 0.317 0.059

[1] "Total fpts: 119.35 (17)"
       Lineup (21) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
2  Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3      Jesus Sucre   TB     C   2800  0.00      9.333333    10.692677
4   Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5    Daniel Murphy  WSH    2B   4500  5.00     10.125000    12.123619
6    Evan Longoria   TB    3B   4700  0.00      7.500000     6.529653
7      Tim Beckham   TB    SS   3300 17.00      2.300000     2.830391
8     Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
9     Steven Souza   TB    OF   4000  4.00      9.166667     8.364789
10 Kevin Kiermaier   TB    OF   3900 15.00      5.666667     6.893123
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          3         0.0 0.00     8 0.447 0.333
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     4 0.457 0.245
6         12         0.0 0.00     3 0.323 0.182
7         10         0.0 0.00     9 0.164 0.031
8          8         0.0 0.00     3 0.416 0.200
9         12         0.0 0.00     1 0.428 0.233
10        12         0.0 0.00     2 0.273 0.067

[1] "Total fpts: 119.15 (18)"
          Lineup (26) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE   P   8800 15.60      23.15000           NA
2       Drew Pomeranz  BOS   P   7500 15.55      24.50000           NA
3  Welington Castillo  BAL   C   3200  0.00       6.37500     5.705574
4         Chris Davis  BAL  1B   4200  7.00       9.30000     8.667308
5       Daniel Murphy  WSH  2B   4500  5.00      10.12500    12.123619
6       Manny Machado  BAL  3B   4400 16.00       6.40000     6.203941
7    Francisco Lindor  CLE  SS   4400  6.00      12.66667    13.133926
8        Bryce Harper  WSH  OF   5000 37.00       9.50000     9.680614
9         Mark Trumbo  BAL  OF   3900 10.00       6.10000     7.866243
10         Adam Jones  BAL  OF   3800  7.00       8.10000     5.363457
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          8         0.0 0.00     6 0.365 0.067
4         10         0.0 0.00     5 0.435 0.324
5          8         0.0 0.00     4 0.457 0.245
6         10         0.0 0.00     3 0.290 0.143
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     4 0.223 0.103
10        10         0.0 0.00     2 0.362 0.225

[1] "Total fpts: 118.9 (19)"
        Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2   Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3   Travis d'Arnaud  NYM     C   2900  5.00     12.285714    15.478095
4       Eric Thames  MIL 1B/OF   4000 18.00     15.625000     9.485892
5       Brad Miller   TB    2B   4000 14.00      7.400000     9.453982
6     Evan Longoria   TB    3B   4700  0.00      7.500000     6.529653
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8   Kevin Kiermaier   TB    OF   3900 15.00      5.666667     6.893123
9   Corey Dickerson   TB    OF   3800 17.00      8.333333     5.744563
10     Rickie Weeks   TB    OF   3000  0.00      7.500000     7.724420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          8         0.0 0.00     2 0.554 0.529
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     2 0.463 0.372
8         12         0.0 0.00     2 0.273 0.067
9          9         0.0 0.00     6 0.401 0.244
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 118.7 (20)"
        Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2      Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3         Alex Avila  DET     C   3400 23.00     14.000000     9.899495
4      Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5        Ian Kinsler  DET    2B   4900  4.00      7.666667     5.819507
6      Andrew Romine  DET 3B/SS   2700  0.00      9.400000     9.685040
7      Jose Iglesias  DET    SS   3100 12.00      8.857143     9.511897
8       Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9  Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
10     Tyler Collins  DET    OF   3300  5.00      6.200000     2.588436
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4          9         0.0 0.00     3 0.361 0.136
5          6         0.0 0.00     1 0.376 0.206
6          5         0.0 0.00     8 0.374 0.300
7          7         0.0 0.00     9 0.284 0.194
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     2 0.310 0.095
10         5         0.0 0.00     6 0.385 0.111

[1] "Total fpts: 118.45 (21)"
       Lineup (81) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
2  Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3       Alex Avila  DET     C   3400 23.00     14.000000     9.899495
4   Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5      Ian Kinsler  DET    2B   4900  4.00      7.666667     5.819507
6    Andrew Romine  DET 3B/SS   2700  0.00      9.400000     9.685040
7    Jose Iglesias  DET    SS   3100 12.00      8.857143     9.511897
8       Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9     Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
10   Tyler Collins  DET    OF   3300  5.00      6.200000     2.588436
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          2         0.0    0     7 0.767 0.625
4          9         0.0    0     1 0.314 0.204
5          6         0.0    0     1 0.376 0.206
6          5         0.0    0     8 0.374 0.300
7          7         0.0    0     9 0.284 0.194
8         10         0.0    0     3 0.456 0.357
9          8         0.0    0     3 0.416 0.200
10         5         0.0    0     6 0.385 0.111

[1] "Total fpts: 118.25 (22)"
       Lineup (29) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000   3.28804653
2      Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
3  Travis d'Arnaud  NYM   C   2900  5.00     12.285714  15.47809512
4        Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5    Daniel Murphy  WSH  2B   4500  5.00     10.125000  12.12361921
6   Anthony Rendon  WSH  3B   3900 12.00      2.666667   2.50333111
7   Dansby Swanson  ATL  SS   3200  0.00      4.111111   4.31405970
8     Bryce Harper  WSH  OF   5000 37.00      9.500000   9.68061391
9   Kyle Schwarber  CHC  OF   4100  8.00      7.111111   5.44160924
10      Adam Eaton  WSH  OF   4100 15.00     10.285714   7.29644401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6          6         0.0 0.00     2 0.197 0.026
7          9         0.0 0.00     2 0.198 0.091
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     1 0.355 0.214
10         7         0.0 0.00     1 0.391 0.184

[1] "Total fpts: 117.5 (23)"
      Lineup (119) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
2       Sal Romano  CIN   P   5000  1.95           NaN           NA
3       Alex Avila  DET   C   3400 23.00     14.000000     9.899495
4        Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5    Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6   Anthony Rendon  WSH  3B   3900 12.00      2.666667     2.503331
7  Troy Tulowitzki  TOR  SS   3800 10.00      6.181818     8.316468
8     Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9   Kyle Schwarber  CHC  OF   4100  8.00      7.111111     5.441609
10    Jayson Werth  WSH  OF   3600  3.00      6.857143     5.520524
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1           6 0.83    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3          2           0 0.00     7 0.767 0.625
4          1           0 0.00     5 0.579 0.455
5          8           0 0.00     4 0.457 0.245
6          6           0 0.00     2 0.197 0.026
7         11           0 0.00     5 0.278 0.175
8          8           0 0.00     3 0.416 0.200
9          9           0 0.00     1 0.355 0.214
10         7           0 0.00     6 0.398 0.250

[1] "Total fpts: 116.9 (24)"
         Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2    Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3  Christian Vazquez  BOS     C   2700 13.00     13.666667    16.502525
4     Hanley Ramirez  BOS 1B/OF   4500  8.00      6.428571     4.237025
5     Dustin Pedroia  BOS    2B   4100  0.00      5.900000     3.573047
6      Manny Machado  BAL    3B   4400 16.00      6.400000     6.203941
7     Dansby Swanson  ATL    SS   3200  0.00      4.111111     4.314060
8       Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9  Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
10      Rickie Weeks   TB    OF   3000  0.00      7.500000     7.724420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4          7         0.0 0.00     4 0.286 0.069
5         10         0.0 0.00     1 0.311 0.023
6         10         0.0 0.00     3 0.290 0.143
7          9         0.0 0.00     2 0.198 0.091
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     2 0.310 0.095
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 116.35 (25)"
        Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
2   Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3      Cameron Rupp  PHI     C   3100  7.00      4.500000     6.804410
4    Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5       Brad Miller   TB    2B   4000 14.00      7.400000     9.453982
6     Evan Longoria   TB    3B   4700  0.00      7.500000     6.529653
7  Daniel Robertson   TB    SS   2800  0.00      3.000000     3.098387
8      Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
9   Corey Dickerson   TB    OF   3800 17.00      8.333333     5.744563
10     Rickie Weeks   TB    OF   3000  0.00      7.500000     7.724420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          9         0.0 0.00     1 0.314 0.204
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7          6         0.0 0.00     7 0.240 0.000
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     6 0.401 0.244
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 115.85 (26)"
        Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2    Jameson Taillon  PIT   P   7700 25.75     18.425000   6.39931637
3         Alex Avila  DET   C   3400 23.00     14.000000   9.89949494
4          Wil Myers   SD  1B   4300  3.00     10.900000  10.30048543
5  Yangervis Solarte   SD  2B   3400  0.00      6.400000   7.72010363
6       Ryan Schimpf   SD  3B   3500 20.00      6.222222   7.22457227
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667  13.13392554
8       Mookie Betts  BOS  OF   5200 19.00      5.000000   5.92814112
9     Hunter Renfroe   SD  OF   3200  3.00      6.800000   7.58360805
10  Travis Jankowski   SD  OF   2900  0.00      4.142857   2.91138978
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4         10         0.0 0.00     3 0.467 0.375
5         10         0.0 0.00     4 0.337 0.182
6          9         0.0 0.00     5 0.310 0.194
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     6 0.305 0.229
10         7         0.0 0.00     2 0.234 0.000

[1] "Total fpts: 115.1 (27)"
       Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2       Sal Romano  CIN   P   5000  1.95           NaN           NA
3        Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4       Joey Votto  CIN  1B   4900  8.00      7.818182     6.030227
5      Brad Miller   TB  2B   4000 14.00      7.400000     9.453982
6    Evan Longoria   TB  3B   4700  0.00      7.500000     6.529653
7      Tim Beckham   TB  SS   3300 17.00      2.300000     2.830391
8     Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9     Steven Souza   TB  OF   4000  4.00      9.166667     8.364789
10 Kevin Kiermaier   TB  OF   3900 15.00      5.666667     6.893123
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         11         0.0 0.00     3 0.294 0.267
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7         10         0.0 0.00     9 0.164 0.031
8          8         0.0 0.00     3 0.416 0.200
9         12         0.0 0.00     1 0.428 0.233
10        12         0.0 0.00     2 0.273 0.067

[1] "Total fpts: 114.7 (28)"
        Lineup (147) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2      Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3     Hector Sanchez   SD     C   2200  0.00           NaN           NA
4     Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5  Yangervis Solarte   SD    2B   3400  0.00      6.400000     7.720104
6       Ryan Schimpf   SD    3B   3500 20.00      6.222222     7.224572
7        Erick Aybar   SD    SS   2500  2.00      3.625000     4.808846
8       Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9       Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
10    Hunter Renfroe   SD    OF   3200  3.00      6.800000     7.583608
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          0         0.0 0.00     7 0.000 0.000
4          9         0.0 0.00     1 0.314 0.204
5         10         0.0 0.00     4 0.337 0.182
6          9         0.0 0.00     5 0.310 0.194
7          8         0.0 0.00     8 0.251 0.063
8          8         0.0 0.00     3 0.289 0.031
9          8         0.0 0.00     3 0.416 0.200
10        10         0.0 0.00     6 0.305 0.229

[1] "Total fpts: 114.65 (29)"
         Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3       Cameron Rupp  PHI   C   3100  7.00      4.500000   6.80441033
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444   3.32080981
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857  16.00446366
6        Kris Bryant  CHC  3B   4600  0.00     10.666667  10.52378259
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667  13.13392554
8       Bryce Harper  WSH  OF   5000 37.00      9.500000   9.68061391
9   Michael Brantley  CLE  OF   4600 13.00      8.000000   5.79655070
10     Brandon Guyer  CLE  OF   3300  3.00      2.200000   2.28035085
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9          6         0.0 0.00     3 0.319 0.152
10         5         0.0 0.00     6 0.133 0.000

[1] "Total fpts: 114.65 (30)"
           Lineup (52) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
2        Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3           Alex Avila  DET     C   3400 23.00     14.000000   9.89949494
4           Joey Votto  CIN    1B   4900  8.00      7.818182   6.03022689
5  Arismendy Alcantara  CIN 2B/SS   3400  2.00      0.000000           NA
6       Eugenio Suarez  CIN    3B   3600 16.00     11.100000   9.52715417
7         Jordy Mercer  PIT    SS   3000  9.00      4.125000   2.53193884
8         Mookie Betts  BOS    OF   5200 19.00      5.000000   5.92814112
9          Adam Duvall  CIN    OF   4300  4.00      8.500000   9.50146188
10      Billy Hamilton  CIN    OF   4200  2.00      8.200000   6.64663658
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4         11         0.0 0.00     3 0.294 0.267
5          1         0.0 0.00     2 0.100 0.000
6         10         0.0 0.00     5 0.478 0.300
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     4 0.381 0.262
10        10         0.0 0.00     1 0.228 0.063

[1] "Total fpts: 114.3 (31)"
       Lineup (146) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3    Russell Martin  TOR     C   3500  5.0      3.666667     3.162278
4    Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5        Ryan Goins  TOR 2B/SS   2200 10.0      1.000000     1.414214
6     Chris Coghlan  TOR 3B/OF   2500  5.0           NaN           NA
7  Francisco Lindor  CLE    SS   4400  6.0     12.666667    13.133926
8      Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
9      Steve Pearce  TOR    OF   3300  3.0      2.571429     4.076647
10     Kevin Pillar  TOR    OF   3200 21.0      3.727273     2.572583
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.205 0.036
4          9         0.0 0.00     1 0.314 0.204
5          2         0.0 0.00     9 0.203 0.000
6          0         0.0 0.00     8 0.000 0.000
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9          7         0.0 0.00     7 0.168 0.000
10        11         0.0 0.00     1 0.272 0.024

[1] "Total fpts: 110.7 (32)"
         Lineup (89) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3    Travis d'Arnaud  NYM   C   2900  5.00     12.285714    15.478095
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6         Yandy Diaz  CLE  3B   2800  3.00      5.555556     3.574602
7    Troy Tulowitzki  TOR  SS   3800 10.00      6.181818     8.316468
8       Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9      Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
10    Austin Jackson  CLE  OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7         11         0.0 0.00     5 0.278 0.175
8          8         0.0 0.00     3 0.416 0.200
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 110.45 (33)"
       Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2  Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3       Alex Avila  DET   C   3400 23.00     14.000000     9.899495
4       Joey Votto  CIN  1B   4900  8.00      7.818182     6.030227
5   Dustin Pedroia  BOS  2B   4100  0.00      5.900000     3.573047
6   Eugenio Suarez  CIN  3B   3600 16.00     11.100000     9.527154
7      Zack Cozart  CIN  SS   3500  0.00     11.444444     4.876246
8     Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9      Adam Duvall  CIN  OF   4300  4.00      8.500000     9.501462
10  Scott Schebler  CIN  OF   3700  3.00      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          2         0.0    0     7 0.767 0.625
4         11         0.0    0     3 0.294 0.267
5         10         0.0    0     1 0.311 0.023
6         10         0.0    0     5 0.478 0.300
7          9         0.0    0     7 0.557 0.333
8          8         0.0    0     3 0.289 0.031
9         10         0.0    0     4 0.381 0.262
10         9         0.0    0     6 0.353 0.314

[1] "Total fpts: 110.25 (34)"
       Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11300 18.15      20.17500   3.28804653
2       Matt Harvey  NYM   P   7800 16.10      21.17500   0.03535534
3         Yan Gomes  CLE   C   3100  0.00       5.40000   5.27257053
4       Chris Davis  BAL  1B   4200  7.00       9.30000   8.66730767
5      Jose Ramirez  CLE  2B   4100  9.00      11.14286  16.00446366
6     Manny Machado  BAL  3B   4400 16.00       6.40000   6.20394140
7  Francisco Lindor  CLE  SS   4400  6.00      12.66667  13.13392554
8       Mark Trumbo  BAL  OF   3900 10.00       6.10000   7.86624293
9        Adam Jones  BAL  OF   3800  7.00       8.10000   5.36345660
10     Craig Gentry  BAL  OF   2800 21.00       0.00000   0.00000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         10         0.0 0.00     5 0.435 0.324
5          7         0.0 0.00     5 0.426 0.268
6         10         0.0 0.00     3 0.290 0.143
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     4 0.223 0.103
9         10         0.0 0.00     2 0.362 0.225
10         3         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 109.95 (35)"
        Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2           JA Happ  TOR   P   8300 11.35     18.925000     8.237794
3   Travis d'Arnaud  NYM   C   2900  5.00     12.285714    15.478095
4         Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5     Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6    Anthony Rendon  WSH  3B   3900 12.00      2.666667     2.503331
7      Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8      Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9  Andrew McCutchen  PIT  OF   4300 10.00      6.555556     6.948221
10     Jayson Werth  WSH  OF   3600  3.00      6.857143     5.520524
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6          6         0.0 0.00     2 0.197 0.026
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     3 0.309 0.159
10         7         0.0 0.00     6 0.398 0.250

[1] "Total fpts: 108.45 (36)"
         Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3        JT Realmuto  MIA   C   3800  6.00     10.285714     8.240435
4        Justin Bour  MIA  1B   3100  2.00      5.333333     4.743416
5         Dee Gordon  MIA  2B   4200 11.00      8.666667     5.744563
6      Evan Longoria   TB  3B   4700  0.00      7.500000     6.529653
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8       Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9  Giancarlo Stanton  MIA  OF   4500  2.00      9.777778    10.461570
10  Christian Yelich  MIA  OF   4200  7.00      9.300000     8.577101
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          7         0.0    0     2 0.474 0.294
4          9         0.0    0     5 0.260 0.128
5          9         0.0    0     1 0.293 0.040
6         12         0.0    0     3 0.323 0.182
7          9         0.0    0     2 0.463 0.372
8          8         0.0    0     3 0.416 0.200
9          9         0.0    0     4 0.354 0.238
10        10         0.0    0     3 0.281 0.125

[1] "Total fpts: 108.25 (37)"
        Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
2     Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3        Alex Avila  DET     C   3400 23.00     14.000000     9.899495
4   Victor Martinez  DET    1B   4200  5.00      3.428571     3.154739
5     Daniel Murphy  WSH    2B   4500  5.00     10.125000    12.123619
6     Andrew Romine  DET 3B/SS   2700  0.00      9.400000     9.685040
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8      Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
9      Justin Upton  DET    OF   4800  0.00     10.500000    10.094553
10    Tyler Collins  DET    OF   3300  5.00      6.200000     2.588436
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4          7         0.0 0.00     4 0.214 0.000
5          8         0.0 0.00     4 0.457 0.245
6          5         0.0 0.00     8 0.374 0.300
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9          6         0.0 0.00     5 0.418 0.276
10         5         0.0 0.00     6 0.385 0.111

[1] "Total fpts: 108.15 (38)"
         Lineup (2) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3         Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4         Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5     Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6    Anthony Rendon  WSH  3B   3900 12.00      2.666667     2.503331
7  Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8        Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
10       Adam Eaton  WSH  OF   4100 15.00     10.285714     7.296444
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6          6         0.0 0.00     2 0.197 0.026
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         7         0.0 0.00     1 0.391 0.184

[1] "Total fpts: 108.1 (39)"
         Lineup (42) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1            JA Happ  TOR   P   8300 11.35     18.925000     8.237794
2    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3  Christian Vazquez  BOS   C   2700 13.00     13.666667    16.502525
4         Joey Votto  CIN  1B   4900  8.00      7.818182     6.030227
5     Dustin Pedroia  BOS  2B   4100  0.00      5.900000     3.573047
6      Evan Longoria   TB  3B   4700  0.00      7.500000     6.529653
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8       Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000     5.782156
10       Chris Young  BOS  OF   3100  8.00      5.625000     5.069164
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          2         6.5  1.0    NA 0.000 0.000
3          3         0.0  0.0     9 0.734 0.500
4         11         0.0  0.0     3 0.294 0.267
5         10         0.0  0.0     1 0.311 0.023
6         12         0.0  0.0     3 0.323 0.182
7          9         0.0  0.0     2 0.463 0.372
8          8         0.0  0.0     3 0.289 0.031
9         10         0.0  0.0     2 0.310 0.095
10         8         0.0  0.0     8 0.317 0.059

[1] "Total fpts: 105.85 (40)"
        Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2       Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
3        Jesus Sucre   TB   C   2800  0.00      9.333333    10.692677
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5        Brad Miller   TB  2B   4000 14.00      7.400000     9.453982
6        Kris Bryant  CHC  3B   4600  0.00     10.666667    10.523783
7   Daniel Robertson   TB  SS   2800  0.00      3.000000     3.098387
8       Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9    Corey Dickerson   TB  OF   3800 17.00      8.333333     5.744563
10      Rickie Weeks   TB  OF   3000  0.00      7.500000     7.724420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          3         0.0 0.00     8 0.447 0.333
4          9         0.0 0.00     4 0.293 0.100
5         10         0.0 0.00     4 0.304 0.150
6          9         0.0 0.00     2 0.375 0.227
7          6         0.0 0.00     7 0.240 0.000
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     6 0.401 0.244
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 105.3 (41)"
      Lineup (109) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2     Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3        Yan Gomes  CLE     C   3100  0.0      5.400000     5.272571
4   Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5    Daniel Murphy  WSH    2B   4500  5.0     10.125000    12.123619
6    Manny Machado  BAL    3B   4400 16.0      6.400000     6.203941
7         JJ Hardy  BAL    SS   2700 19.0      4.111111     5.278363
8      Mark Trumbo  BAL    OF   3900 10.0      6.100000     7.866243
9       Adam Jones  BAL    OF   3800  7.0      8.100000     5.363457
10    Craig Gentry  BAL    OF   2800 21.0      0.000000     0.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     4 0.457 0.245
6         10         0.0 0.00     3 0.290 0.143
7          9         0.0 0.00     9 0.224 0.100
8         10         0.0 0.00     4 0.223 0.103
9         10         0.0 0.00     2 0.362 0.225
10         3         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 104.25 (42)"
        Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000   3.28804653
2        Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
3  Christian Vazquez  BOS   C   2700 13.00     13.666667  16.50252506
4         Joey Votto  CIN  1B   4900  8.00      7.818182   6.03022689
5     Dustin Pedroia  BOS  2B   4100  0.00      5.900000   3.57304725
6     Pablo Sandoval  BOS  3B   3600 16.00      4.222222   5.11805084
7     Dansby Swanson  ATL  SS   3200  0.00      4.111111   4.31405970
8     Kyle Schwarber  CHC  OF   4100  8.00      7.111111   5.44160924
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000   5.78215646
10       Chris Young  BOS  OF   3100  8.00      5.625000   5.06916448
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4         11         0.0 0.00     3 0.294 0.267
5         10         0.0 0.00     1 0.311 0.023
6          9         0.0 0.00     7 0.217 0.184
7          9         0.0 0.00     2 0.198 0.091
8          9         0.0 0.00     1 0.355 0.214
9         10         0.0 0.00     2 0.310 0.095
10         8         0.0 0.00     8 0.317 0.059

[1] "Total fpts: 103.8 (43)"
         Lineup (74) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
2        Matt Harvey  NYM   P   7800 16.1     21.175000   0.03535534
3         Alex Avila  DET   C   3400 23.0     14.000000   9.89949494
4  Edwin Encarnacion  CLE  1B   4600  8.0      4.444444   3.32080981
5       Jose Ramirez  CLE  2B   4100  9.0     11.142857  16.00446366
6         Yandy Diaz  CLE  3B   2800  3.0      5.555556   3.57460176
7       Jordy Mercer  PIT  SS   3000  9.0      4.125000   2.53193884
8       Mookie Betts  BOS  OF   5200 19.0      5.000000   5.92814112
9      Brandon Guyer  CLE  OF   3300  3.0      2.200000   2.28035085
10    Austin Jackson  CLE  OF   3100  2.0      5.200000   4.32434966
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5 1.00    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.289 0.031
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 102.7 (44)"
        Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3      Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4   Freddie Freeman  ATL  1B   4400  8.00     11.333333    13.076697
5  Brandon Phillips  ATL  2B   3400 24.00      8.666667     8.306624
6       Kris Bryant  CHC  3B   4600  0.00     10.666667    10.523783
7    Dansby Swanson  ATL  SS   3200  0.00      4.111111     4.314060
8        Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9    Ender Inciarte  ATL  OF   3700 21.00      8.222222    10.341395
10    Nick Markakis  ATL  OF   3500  9.00      7.888889     4.755114
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          9         0.0 0.00     3 0.470 0.333
5          9         0.0 0.00     5 0.355 0.158
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     2 0.198 0.091
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     1 0.287 0.222
10         9         0.0 0.00     4 0.403 0.216

[1] "Total fpts: 102.7 (45)"
      Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2    Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3   Russell Martin  TOR     C   3500  5.00      3.666667     3.162278
4  Kendrys Morales  TOR    1B   3600  0.00      7.636364     6.168837
5     Jose Ramirez  CLE    2B   4100  9.00     11.142857    16.004464
6    Chris Coghlan  TOR 3B/OF   2500  5.00           NaN           NA
7  Troy Tulowitzki  TOR    SS   3800 10.00      6.181818     8.316468
8       Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9     Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
10    Steve Pearce  TOR    OF   3300  3.00      2.571429     4.076647
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          9         0.0 0.00     6 0.205 0.036
4         11         0.0 0.00     4 0.343 0.195
5          7         0.0 0.00     5 0.426 0.268
6          0         0.0 0.00     8 0.000 0.000
7         11         0.0 0.00     5 0.278 0.175
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         7         0.0 0.00     7 0.168 0.000

[1] "Total fpts: 102.3 (46)"
           Lineup (17) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2         Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3            Yan Gomes  CLE     C   3100  0.0      5.400000     5.272571
4           Joey Votto  CIN    1B   4900  8.0      7.818182     6.030227
5  Arismendy Alcantara  CIN 2B/SS   3400  2.0      0.000000           NA
6       Eugenio Suarez  CIN    3B   3600 16.0     11.100000     9.527154
7     Francisco Lindor  CLE    SS   4400  6.0     12.666667    13.133926
8         Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
9          Adam Duvall  CIN    OF   4300  4.0      8.500000     9.501462
10      Billy Hamilton  CIN    OF   4200  2.0      8.200000     6.646637
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         11         0.0 0.00     3 0.294 0.267
5          1         0.0 0.00     2 0.100 0.000
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     4 0.381 0.262
10        10         0.0 0.00     1 0.228 0.063

[1] "Total fpts: 100.45 (47)"
         Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gio Gonzalez  WSH     P   8000 11.70      25.55000           NA
2   Jameson Taillon  PIT     P   7700 25.75      18.42500     6.399316
3         Yan Gomes  CLE     C   3100  0.00       5.40000     5.272571
4    Carlos Santana  CLE 1B/OF   4700  0.00       9.00000     9.643651
5     Daniel Murphy  WSH    2B   4500  5.00      10.12500    12.123619
6     Evan Longoria   TB    3B   4700  0.00       7.50000     6.529653
7  Francisco Lindor  CLE    SS   4400  6.00      12.66667    13.133926
8      Bryce Harper  WSH    OF   5000 37.00       9.50000     9.680614
9  Michael Brantley  CLE    OF   4600 13.00       8.00000     5.796551
10   Austin Jackson  CLE    OF   3100  2.00       5.20000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          5         0.0    0     9 0.167 0.111
4          9         0.0    0     1 0.314 0.204
5          8         0.0    0     4 0.457 0.245
6         12         0.0    0     3 0.323 0.182
7          9         0.0    0     2 0.463 0.372
8          8         0.0    0     3 0.416 0.200
9          6         0.0    0     3 0.319 0.152
10         5         0.0    0     8 0.339 0.125

[1] "Total fpts: 99.9 (48)"
      Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2    Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3  Travis d'Arnaud  NYM     C   2900  5.00     12.285714    15.478095
4       Joey Votto  CIN    1B   4900  8.00      7.818182     6.030227
5    Nick Franklin  MIL 2B/OF   3600  0.00           NaN           NA
6   Eugenio Suarez  CIN    3B   3600 16.00     11.100000     9.527154
7      Zack Cozart  CIN    SS   3500  0.00     11.444444     4.876246
8     Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
9      Adam Duvall  CIN    OF   4300  4.00      8.500000     9.501462
10  Scott Schebler  CIN    OF   3700  3.00      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.20    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4         11         0.0 0.00     3 0.294 0.267
5          0         0.0 0.00     1 0.501 0.714
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     7 0.557 0.333
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     4 0.381 0.262
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 99.7 (49)"
       Lineup (58) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2      Matt Harvey  NYM   P   7800 16.1     21.175000   0.03535534
3  Travis d'Arnaud  NYM   C   2900  5.0     12.285714  15.47809512
4    Anthony Rizzo  CHC  1B   4800  5.0      6.666667   5.78791845
5      Brad Miller   TB  2B   4000 14.0      7.400000   9.45398211
6    Evan Longoria   TB  3B   4700  0.0      7.500000   6.52965264
7      Tim Beckham   TB  SS   3300 17.0      2.300000   2.83039063
8   Kyle Schwarber  CHC  OF   4100  8.0      7.111111   5.44160924
9     Steven Souza   TB  OF   4000  4.0      9.166667   8.36478912
10 Kevin Kiermaier   TB  OF   3900 15.0      5.666667   6.89312349
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          9         0.0 0.00     3 0.361 0.136
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7         10         0.0 0.00     9 0.164 0.031
8          9         0.0 0.00     1 0.355 0.214
9         12         0.0 0.00     1 0.428 0.233
10        12         0.0 0.00     2 0.273 0.067

[1] "Total fpts: 99.7 (50)"
         Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3          Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4          Wil Myers   SD  1B   4300  3.00     10.900000    10.300485
5  Yangervis Solarte   SD  2B   3400  0.00      6.400000     7.720104
6       Ryan Schimpf   SD  3B   3500 20.00      6.222222     7.224572
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8       Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9      Manuel Margot   SD  OF   3300  0.00      8.000000     5.981453
10  Travis Jankowski   SD  OF   2900  0.00      4.142857     2.911390
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         10         0.0 0.00     3 0.467 0.375
5         10         0.0 0.00     4 0.337 0.182
6          9         0.0 0.00     5 0.310 0.194
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     1 0.378 0.271
10         7         0.0 0.00     2 0.234 0.000

[1] "Total fpts: 99.5 (51)"
      Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2          JA Happ  TOR   P   8300 11.35     18.925000     8.237794
3     Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4     Tommy Joseph  PHI  1B   3600  5.00      4.142857     5.145502
5  Cesar Hernandez  PHI  2B   3200 29.00     11.625000     7.726346
6    Maikel Franco  PHI  3B   4000  0.00      9.250000     7.206148
7  Addison Russell  CHC  SS   3400  0.00      9.777778     7.790664
8       Ryan Braun  MIL  OF   4900 18.00     10.700000     6.815831
9   Billy Hamilton  CIN  OF   4200  2.00      8.200000     6.646637
10     Daniel Nava  PHI  OF   3100  9.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          7         0.0 0.00     4 0.209 0.125
5          8         0.0 0.00     1 0.381 0.229
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     5 0.323 0.208
8         10         0.0 0.00     3 0.377 0.263
9         10         0.0 0.00     1 0.228 0.063
10         0         0.0 0.00     2 0.831 1.000

[1] "Total fpts: 99.45 (52)"
     Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         JA Happ  TOR     P   8300 11.35     18.925000   8.23779400
2     Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
3       Yan Gomes  CLE     C   3100  0.00      5.400000   5.27257053
4     Eric Thames  MIL 1B/OF   4000 18.00     15.625000   9.48589178
5    Jose Ramirez  CLE    2B   4100  9.00     11.142857  16.00446366
6      Yandy Diaz  CLE    3B   2800  3.00      5.555556   3.57460176
7     Zack Cozart  CIN    SS   3500  0.00     11.444444   4.87624628
8    Bryce Harper  WSH    OF   5000 37.00      9.500000   9.68061391
9   Brandon Guyer  CLE    OF   3300  3.00      2.200000   2.28035085
10 Austin Jackson  CLE    OF   3100  2.00      5.200000   4.32434966
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.20    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          8         0.0 0.00     2 0.554 0.529
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     7 0.557 0.333
8          8         0.0 0.00     3 0.416 0.200
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 99.1 (53)"
         Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1            JA Happ  TOR   P   8300 11.35     18.925000     8.237794
2    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3         Alex Avila  DET   C   3400 23.00     14.000000     9.899495
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6      Maikel Franco  PHI  3B   4000  0.00      9.250000     7.206148
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8         Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9   Michael Brantley  CLE  OF   4600 13.00      8.000000     5.796551
10     Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          2         6.5  1.0    NA 0.000 0.000
3          2         0.0  0.0     7 0.767 0.625
4          9         0.0  0.0     4 0.293 0.100
5          7         0.0  0.0     5 0.426 0.268
6          8         0.0  0.0     3 0.272 0.171
7          9         0.0  0.0     2 0.463 0.372
8         10         0.0  0.0     3 0.456 0.357
9          6         0.0  0.0     3 0.319 0.152
10         5         0.0  0.0     6 0.133 0.000

[1] "Total fpts: 98.85 (54)"
       Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2  Jameson Taillon  PIT   P   7700 25.75     18.425000   6.39931637
3     Cameron Rupp  PHI   C   3100  7.00      4.500000   6.80441033
4       Joey Votto  CIN  1B   4900  8.00      7.818182   6.03022689
5      Brad Miller   TB  2B   4000 14.00      7.400000   9.45398211
6    Evan Longoria   TB  3B   4700  0.00      7.500000   6.52965264
7     Jordy Mercer  PIT  SS   3000  9.00      4.125000   2.53193884
8     Steven Souza   TB  OF   4000  4.00      9.166667   8.36478912
9  Kevin Kiermaier   TB  OF   3900 15.00      5.666667   6.89312349
10    Rickie Weeks   TB  OF   3000  0.00      7.500000   7.72442015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4         11         0.0 0.00     3 0.294 0.267
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7          8         0.0 0.00     1 0.244 0.027
8         12         0.0 0.00     1 0.428 0.233
9         12         0.0 0.00     2 0.273 0.067
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 98.7 (55)"
         Lineup (18) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2      Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3          Yan Gomes  CLE     C   3100  0.00      5.400000     5.272571
4     Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5      Nick Franklin  MIL 2B/OF   3600  0.00           NaN           NA
6         Yandy Diaz  CLE    3B   2800  3.00      5.555556     3.574602
7   Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8       Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
9  Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
10    Austin Jackson  CLE    OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5          0         0.0 0.00     1 0.501 0.714
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     2 0.310 0.095
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 98.05 (56)"
       Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2     Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
3       Alex Avila  DET     C   3400 23.00     14.000000     9.899495
4    Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5      Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6      Kris Bryant  CHC    3B   4600  0.00     10.666667    10.523783
7  Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8     Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9       Ryan Braun  MIL    OF   4900 18.00     10.700000     6.815831
10   Jason Heyward  CHC    OF   3100  5.00      6.250000     4.682795
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          1         6.5  1.0    NA 0.000 0.000
3          2         0.0  0.0     7 0.767 0.625
4          9         0.0  0.0     3 0.361 0.136
5          7         0.0  0.0     4 0.318 0.171
6          9         0.0  0.0     2 0.375 0.227
7          9         0.0  0.0     5 0.323 0.208
8          8         0.0  0.0     3 0.289 0.031
9         10         0.0  0.0     3 0.377 0.263
10         8         0.0  0.0     6 0.321 0.053

[1] "Total fpts: 97.9 (57)"
      Lineup (124) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2  Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3  Travis d'Arnaud  NYM   C   2900  5.00     12.285714    15.478095
4       Lucas Duda  NYM  1B   3400  0.00     12.000000    11.988089
5      Neil Walker  NYM  2B   3400  9.00      5.454545     4.203894
6    Manny Machado  BAL  3B   4400 16.00      6.400000     6.203941
7   Dansby Swanson  ATL  SS   3200  0.00      4.111111     4.314060
8     Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9  Yoenis Cespedes  NYM  OF   4200  5.00     12.090909    15.763594
10       Jay Bruce  NYM  OF   3400  0.00     10.636364     9.922426
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          8         0.0 0.00     5 0.444 0.400
5         11         0.0 0.00     2 0.258 0.067
6         10         0.0 0.00     3 0.290 0.143
7          9         0.0 0.00     2 0.198 0.091
8          8         0.0 0.00     3 0.289 0.031
9         11         0.0 0.00     3 0.420 0.467
10        11         0.0 0.00     4 0.417 0.296

[1] "Total fpts: 96.9 (58)"
      Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2    Bartolo Colon  ATL     P   6200 28.55      8.650000    18.455487
3     Cameron Rupp  PHI     C   3100  7.00      4.500000     6.804410
4   Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5      Brad Miller   TB    2B   4000 14.00      7.400000     9.453982
6    Evan Longoria   TB    3B   4700  0.00      7.500000     6.529653
7      Tim Beckham   TB    SS   3300 17.00      2.300000     2.830391
8       Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9     Steven Souza   TB    OF   4000  4.00      9.166667     8.364789
10 Kevin Kiermaier   TB    OF   3900 15.00      5.666667     6.893123
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          2         5.0  1.2    NA 0.000 0.000
3          6         0.0  0.0     5 0.254 0.148
4          9         0.0  0.0     1 0.314 0.204
5         10         0.0  0.0     4 0.304 0.150
6         12         0.0  0.0     3 0.323 0.182
7         10         0.0  0.0     9 0.164 0.031
8         10         0.0  0.0     3 0.456 0.357
9         12         0.0  0.0     1 0.428 0.233
10        12         0.0  0.0     2 0.273 0.067

[1] "Total fpts: 96.3 (59)"
         Lineup (15) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2       Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3  Willson Contreras  CHC     C   3600  0.0      6.875000     6.424006
4      Anthony Rizzo  CHC    1B   4800  5.0      6.666667     5.787918
5        Ben Zobrist  CHC 2B/OF   3900  5.0      8.857143     7.267016
6      Evan Longoria   TB    3B   4700  0.0      7.500000     6.529653
7    Addison Russell  CHC    SS   3400  0.0      9.777778     7.790664
8       Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
9  Andrew Benintendi  BOS    OF   3800 17.0      6.900000     5.782156
10     Jason Heyward  CHC    OF   3100  5.0      6.250000     4.682795
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     5 0.323 0.208
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     2 0.310 0.095
10         8         0.0 0.00     6 0.321 0.053

[1] "Total fpts: 96.3 (60)"
         Lineup (45) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2       Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3     Hector Sanchez   SD   C   2200  0.0           NaN           NA
4          Wil Myers   SD  1B   4300  3.0     10.900000    10.300485
5  Yangervis Solarte   SD  2B   3400  0.0      6.400000     7.720104
6       Ryan Schimpf   SD  3B   3500 20.0      6.222222     7.224572
7   Francisco Lindor  CLE  SS   4400  6.0     12.666667    13.133926
8         Mike Trout  LAA  OF   5100  0.0     10.900000     3.984693
9       Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
10    Hunter Renfroe   SD  OF   3200  3.0      6.800000     7.583608
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          0         0.0 0.00     7 0.000 0.000
4         10         0.0 0.00     3 0.467 0.375
5         10         0.0 0.00     4 0.337 0.182
6          9         0.0 0.00     5 0.310 0.194
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10        10         0.0 0.00     6 0.305 0.229

[1] "Total fpts: 95.45 (61)"
          Lineup (61) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gio Gonzalez  WSH   P   8000 11.70      25.55000           NA
2     Jameson Taillon  PIT   P   7700 25.75      18.42500     6.399316
3  Welington Castillo  BAL   C   3200  0.00       6.37500     5.705574
4         Chris Davis  BAL  1B   4200  7.00       9.30000     8.667308
5        Jose Ramirez  CLE  2B   4100  9.00      11.14286    16.004464
6       Manny Machado  BAL  3B   4400 16.00       6.40000     6.203941
7        Jordy Mercer  PIT  SS   3000  9.00       4.12500     2.531939
8          Mike Trout  LAA  OF   5100  0.00      10.90000     3.984693
9         Mark Trumbo  BAL  OF   3900 10.00       6.10000     7.866243
10         Adam Jones  BAL  OF   3800  7.00       8.10000     5.363457
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          8         0.0    0     6 0.365 0.067
4         10         0.0    0     5 0.435 0.324
5          7         0.0    0     5 0.426 0.268
6         10         0.0    0     3 0.290 0.143
7          8         0.0    0     1 0.244 0.027
8         10         0.0    0     3 0.456 0.357
9         10         0.0    0     4 0.223 0.103
10        10         0.0    0     2 0.362 0.225

[1] "Total fpts: 95.3 (62)"
       Lineup (46) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2     Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3  Tucker Barnhart  CIN     C   2800  3.0      4.888889     5.085382
4   Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5    Daniel Murphy  WSH    2B   4500  5.0     10.125000    12.123619
6   Eugenio Suarez  CIN    3B   3600 16.0     11.100000     9.527154
7      Zack Cozart  CIN    SS   3500  0.0     11.444444     4.876246
8     Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
9      Adam Duvall  CIN    OF   4300  4.0      8.500000     9.501462
10  Scott Schebler  CIN    OF   3700  3.0      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          9         0.0 0.00     8 0.295 0.069
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     4 0.457 0.245
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     7 0.557 0.333
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     4 0.381 0.262
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 94.65 (63)"
         Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
2      Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3  Christian Vazquez  BOS     C   2700 13.00     13.666667  16.50252506
4     Hanley Ramirez  BOS 1B/OF   4500  8.00      6.428571   4.23702501
5     Dustin Pedroia  BOS    2B   4100  0.00      5.900000   3.57304725
6        Kris Bryant  CHC    3B   4600  0.00     10.666667  10.52378259
7   Francisco Lindor  CLE    SS   4400  6.00     12.666667  13.13392554
8       Mookie Betts  BOS    OF   5200 19.00      5.000000   5.92814112
9         Mike Trout  LAA    OF   5100  0.00     10.900000   3.98469293
10 Andrew Benintendi  BOS    OF   3800 17.00      6.900000   5.78215646
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4          7         0.0 0.00     4 0.286 0.069
5         10         0.0 0.00     1 0.311 0.023
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     3 0.456 0.357
10        10         0.0 0.00     2 0.310 0.095

[1] "Total fpts: 94.1 (64)"
         Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2         Sal Romano  CIN   P   5000  1.95           NaN           NA
3  Willson Contreras  CHC   C   3600  0.00      6.875000     6.424006
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6     Pablo Sandoval  BOS  3B   3600 16.00      4.222222     5.118051
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8       Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9   Michael Brantley  CLE  OF   4600 13.00      8.000000     5.796551
10     Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.217 0.184
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.289 0.031
9          6         0.0 0.00     3 0.319 0.152
10         5         0.0 0.00     6 0.133 0.000

[1] "Total fpts: 93.3 (65)"
           Lineup (5) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2        Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3  Francisco Cervelli  PIT     C   3000  3.0      6.571429     3.779645
4      Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5       Daniel Murphy  WSH    2B   4500  5.0     10.125000    12.123619
6        David Freese  PIT    3B   3000  2.0      6.857143     6.202918
7        Jordy Mercer  PIT    SS   3000  9.0      4.125000     2.531939
8        Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
9      Starling Marte  PIT    OF   4400  0.0      9.111111    10.844866
10   Andrew McCutchen  PIT    OF   4300 10.0      6.555556     6.948221
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          7         0.0 0.00     5 0.349 0.257
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     4 0.457 0.245
6          7         0.0 0.00     4 0.498 0.276
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     2 0.341 0.156
10         9         0.0 0.00     3 0.309 0.159

[1] "Total fpts: 92.9 (66)"
       Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2  Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3     Matt Wieters  WSH   C   3200  0.00      9.500000     9.049862
4        Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5    Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6    Maikel Franco  PHI  3B   4000  0.00      9.250000     7.206148
7   Dansby Swanson  ATL  SS   3200  0.00      4.111111     4.314060
8     Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9   Billy Hamilton  CIN  OF   4200  2.00      8.200000     6.646637
10    Jayson Werth  WSH  OF   3600  3.00      6.857143     5.520524
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     7 0.450 0.226
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     2 0.198 0.091
8          8         0.0 0.00     3 0.416 0.200
9         10         0.0 0.00     1 0.228 0.063
10         7         0.0 0.00     6 0.398 0.250

[1] "Total fpts: 92.9 (67)"
           Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2      Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3         Matt Wieters  WSH     C   3200  0.00      9.500000     9.049862
4           Joey Votto  CIN    1B   4900  8.00      7.818182     6.030227
5  Arismendy Alcantara  CIN 2B/SS   3400  2.00      0.000000           NA
6       Eugenio Suarez  CIN    3B   3600 16.00     11.100000     9.527154
7       Dansby Swanson  ATL    SS   3200  0.00      4.111111     4.314060
8          Adam Duvall  CIN    OF   4300  4.00      8.500000     9.501462
9       Billy Hamilton  CIN    OF   4200  2.00      8.200000     6.646637
10   Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     7 0.450 0.226
4         11         0.0 0.00     3 0.294 0.267
5          1         0.0 0.00     2 0.100 0.000
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     2 0.198 0.091
8         10         0.0 0.00     4 0.381 0.262
9         10         0.0 0.00     1 0.228 0.063
10        10         0.0 0.00     2 0.310 0.095

[1] "Total fpts: 92.85 (68)"
       Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2     Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
3        Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4        Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5    Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6   Anthony Rendon  WSH  3B   3900 12.00      2.666667     2.503331
7  Addison Russell  CHC  SS   3400  0.00      9.777778     7.790664
8     Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9     Steven Souza   TB  OF   4000  4.00      9.166667     8.364789
10    Jayson Werth  WSH  OF   3600  3.00      6.857143     5.520524
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6          6         0.0 0.00     2 0.197 0.026
7          9         0.0 0.00     5 0.323 0.208
8          8         0.0 0.00     3 0.416 0.200
9         12         0.0 0.00     1 0.428 0.233
10         7         0.0 0.00     6 0.398 0.250

[1] "Total fpts: 92.85 (69)"
      Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
2  Jameson Taillon  PIT     P   7700 25.75     18.425000   6.39931637
3       Alex Avila  DET     C   3400 23.00     14.000000   9.89949494
4  Victor Martinez  DET    1B   4200  5.00      3.428571   3.15473944
5     Jose Ramirez  CLE    2B   4100  9.00     11.142857  16.00446366
6    Andrew Romine  DET 3B/SS   2700  0.00      9.400000   9.68504001
7     Jordy Mercer  PIT    SS   3000  9.00      4.125000   2.53193884
8       Mike Trout  LAA    OF   5100  0.00     10.900000   3.98469293
9     Justin Upton  DET    OF   4800  0.00     10.500000  10.09455299
10   Tyler Collins  DET    OF   3300  5.00      6.200000   2.58843582
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4          7         0.0 0.00     4 0.214 0.000
5          7         0.0 0.00     5 0.426 0.268
6          5         0.0 0.00     8 0.374 0.300
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     3 0.456 0.357
9          6         0.0 0.00     5 0.418 0.276
10         5         0.0 0.00     6 0.385 0.111

[1] "Total fpts: 92.7 (70)"
         Lineup (14) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2        Matt Harvey  NYM     P   7800 16.1     21.175000   0.03535534
3       Cameron Rupp  PHI     C   3100  7.0      4.500000   6.80441033
4      Anthony Rizzo  CHC    1B   4800  5.0      6.666667   5.78791845
5        Ben Zobrist  CHC 2B/OF   3900  5.0      8.857143   7.26701616
6        Kris Bryant  CHC    3B   4600  0.0     10.666667  10.52378259
7    Addison Russell  CHC    SS   3400  0.0      9.777778   7.79066393
8       Mookie Betts  BOS    OF   5200 19.0      5.000000   5.92814112
9     Kyle Schwarber  CHC    OF   4100  8.0      7.111111   5.44160924
10 Andrew Benintendi  BOS    OF   3800 17.0      6.900000   5.78215646
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     5 0.323 0.208
8          8         0.0 0.00     3 0.289 0.031
9          9         0.0 0.00     1 0.355 0.214
10        10         0.0 0.00     2 0.310 0.095

[1] "Total fpts: 91.65 (71)"
          Lineup (24) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2       Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3  Francisco Cervelli  PIT   C   3000  3.00      6.571429   3.77964473
4          Joey Votto  CIN  1B   4900  8.00      7.818182   6.03022689
5        Jose Ramirez  CLE  2B   4100  9.00     11.142857  16.00446366
6        David Freese  PIT  3B   3000  2.00      6.857143   6.20291790
7        Jordy Mercer  PIT  SS   3000  9.00      4.125000   2.53193884
8        Mookie Betts  BOS  OF   5200 19.00      5.000000   5.92814112
9      Starling Marte  PIT  OF   4400  0.00      9.111111  10.84486566
10   Andrew McCutchen  PIT  OF   4300 10.00      6.555556   6.94822120
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     5 0.349 0.257
4         11         0.0 0.00     3 0.294 0.267
5          7         0.0 0.00     5 0.426 0.268
6          7         0.0 0.00     4 0.498 0.276
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.289 0.031
9          9         0.0 0.00     2 0.341 0.156
10         9         0.0 0.00     3 0.309 0.159

[1] "Total fpts: 91.5 (72)"
       Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2          JA Happ  TOR     P   8300 11.35     18.925000     8.237794
3      Jesus Sucre   TB     C   2800  0.00      9.333333    10.692677
4      Eric Thames  MIL 1B/OF   4000 18.00     15.625000     9.485892
5    Nick Franklin  MIL 2B/OF   3600  0.00           NaN           NA
6    Evan Longoria   TB    3B   4700  0.00      7.500000     6.529653
7      Tim Beckham   TB    SS   3300 17.00      2.300000     2.830391
8   Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
9     Steven Souza   TB    OF   4000  4.00      9.166667     8.364789
10 Kevin Kiermaier   TB    OF   3900 15.00      5.666667     6.893123
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          3         0.0 0.00     8 0.447 0.333
4          8         0.0 0.00     2 0.554 0.529
5          0         0.0 0.00     1 0.501 0.714
6         12         0.0 0.00     3 0.323 0.182
7         10         0.0 0.00     9 0.164 0.031
8          9         0.0 0.00     1 0.355 0.214
9         12         0.0 0.00     1 0.428 0.233
10        12         0.0 0.00     2 0.273 0.067

[1] "Total fpts: 91.3 (73)"
       Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          JA Happ  TOR   P   8300 11.35     18.925000     8.237794
2       Sal Romano  CIN   P   5000  1.95           NaN           NA
3     Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4        Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5    Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6   Anthony Rendon  WSH  3B   3900 12.00      2.666667     2.503331
7  Addison Russell  CHC  SS   3400  0.00      9.777778     7.790664
8     Bryce Harper  WSH  OF   5000 37.00      9.500000     9.680614
9   Starling Marte  PIT  OF   4400  0.00      9.111111    10.844866
10      Adam Eaton  WSH  OF   4100 15.00     10.285714     7.296444
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          0         0.0  0.0    NA 0.000 0.000
3          6         0.0  0.0     5 0.254 0.148
4          1         0.0  0.0     5 0.579 0.455
5          8         0.0  0.0     4 0.457 0.245
6          6         0.0  0.0     2 0.197 0.026
7          9         0.0  0.0     5 0.323 0.208
8          8         0.0  0.0     3 0.416 0.200
9          9         0.0  0.0     2 0.341 0.156
10         7         0.0  0.0     1 0.391 0.184

[1] "Total fpts: 91.25 (74)"
       Lineup (33) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  11300 18.15     20.175000   3.28804653
2      Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
3  Travis d'Arnaud  NYM     C   2900  5.00     12.285714  15.47809512
4    Anthony Rizzo  CHC    1B   4800  5.00      6.666667   5.78791845
5      Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143   7.26701616
6      Kris Bryant  CHC    3B   4600  0.00     10.666667  10.52378259
7  Addison Russell  CHC    SS   3400  0.00      9.777778   7.79066393
8     Bryce Harper  WSH    OF   5000 37.00      9.500000   9.68061391
9    Jason Heyward  CHC    OF   3100  5.00      6.250000   4.68279526
10    Rickie Weeks   TB    OF   3000  0.00      7.500000   7.72442015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     5 0.323 0.208
8          8         0.0 0.00     3 0.416 0.200
9          8         0.0 0.00     6 0.321 0.053
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 90.7 (75)"
         Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2      Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3  Christian Vazquez  BOS     C   2700 13.00     13.666667    16.502525
4     Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5     Dustin Pedroia  BOS    2B   4100  0.00      5.900000     3.573047
6      Maikel Franco  PHI    3B   4000  0.00      9.250000     7.206148
7    Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8       Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9  Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
10       Chris Young  BOS    OF   3100  8.00      5.625000     5.069164
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4          9         0.0 0.00     1 0.314 0.204
5         10         0.0 0.00     1 0.311 0.023
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     5 0.323 0.208
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     2 0.310 0.095
10         8         0.0 0.00     8 0.317 0.059

[1] "Total fpts: 89.85 (76)"
       Lineup (150) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2   Jameson Taillon  PIT   P   7700 25.75     18.425000   6.39931637
3    Salvador Perez   KC   C   3200  6.00      8.777778   6.92419269
4       Eric Hosmer   KC  1B   3700  3.00      4.777778   4.68448977
5      Jose Ramirez  CLE  2B   4100  9.00     11.142857  16.00446366
6  Cheslor Cuthbert   KC  3B   3100  0.00      8.500000  12.02081528
7      Jordy Mercer  PIT  SS   3000  9.00      4.125000   2.53193884
8      Mookie Betts  BOS  OF   5200 19.00      5.000000   5.92814112
9      Lorenzo Cain   KC  OF   3800  2.00      9.777778   4.79003595
10      Alex Gordon   KC  OF   3500  0.00      5.888889   4.37162568
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.377 0.390
4          9         0.0 0.00     3 0.231 0.071
5          7         0.0 0.00     5 0.426 0.268
6          2         0.0 0.00     5 0.298 0.273
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.289 0.031
9          9         0.0 0.00     2 0.436 0.054
10         9         0.0 0.00     1 0.244 0.046

[1] "Total fpts: 89.45 (77)"
      Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
2  Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3      Drew Butera   KC     C   2100  0.00      0.000000           NA
4   Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5  Christian Colon   KC 2B/SS   2600  2.00      0.000000           NA
6    Evan Longoria   TB    3B   4700  0.00      7.500000     6.529653
7  Alcides Escobar   KC    SS   3100 11.00      3.111111     3.295620
8     Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
9     Lorenzo Cain   KC    OF   3800  2.00      9.777778     4.790036
10     Alex Gordon   KC    OF   3500  0.00      5.888889     4.371626
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          2         6.5    1    NA 0.000 0.000
3          1         0.0    0     9 0.000 0.000
4          9         0.0    0     1 0.314 0.204
5          1         0.0    0     8 0.000 0.000
6         12         0.0    0     3 0.323 0.182
7          9         0.0    0     7 0.211 0.054
8          8         0.0    0     3 0.416 0.200
9          9         0.0    0     2 0.436 0.054
10         9         0.0    0     1 0.244 0.046

[1] "Total fpts: 89.3 (78)"
        Lineup (22) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3   Travis d'Arnaud  NYM   C   2900  5.0     12.285714    15.478095
4        Lucas Duda  NYM  1B   3400  0.0     12.000000    11.988089
5       Neil Walker  NYM  2B   3400  9.0      5.454545     4.203894
6     Evan Longoria   TB  3B   4700  0.0      7.500000     6.529653
7  Francisco Lindor  CLE  SS   4400  6.0     12.666667    13.133926
8      Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
9   Yoenis Cespedes  NYM  OF   4200  5.0     12.090909    15.763594
10        Jay Bruce  NYM  OF   3400  0.0     10.636364     9.922426
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          8         0.0 0.00     5 0.444 0.400
5         11         0.0 0.00     2 0.258 0.067
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9         11         0.0 0.00     3 0.420 0.467
10        11         0.0 0.00     4 0.417 0.296

[1] "Total fpts: 89.3 (79)"
       Lineup (59) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2     Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3   Russell Martin  TOR   C   3500  5.0      3.666667     3.162278
4  Kendrys Morales  TOR  1B   3600  0.0      7.636364     6.168837
5    Daniel Murphy  WSH  2B   4500  5.0     10.125000    12.123619
6    Evan Longoria   TB  3B   4700  0.0      7.500000     6.529653
7  Troy Tulowitzki  TOR  SS   3800 10.0      6.181818     8.316468
8     Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
9    Jose Bautista  TOR  OF   4400  2.0      4.727273     3.036146
10    Steve Pearce  TOR  OF   3300  3.0      2.571429     4.076647
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.205 0.036
4         11         0.0 0.00     4 0.343 0.195
5          8         0.0 0.00     4 0.457 0.245
6         12         0.0 0.00     3 0.323 0.182
7         11         0.0 0.00     5 0.278 0.175
8          8         0.0 0.00     3 0.416 0.200
9         11         0.0 0.00     3 0.232 0.050
10         7         0.0 0.00     7 0.168 0.000

[1] "Total fpts: 88.5 (80)"
         Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Bartolo Colon  ATL   P   6200 28.55      8.650000    18.455487
2          Sal Romano  CIN   P   5000  1.95           NaN           NA
3  Francisco Cervelli  PIT   C   3000  3.00      6.571429     3.779645
4       Anthony Rizzo  CHC  1B   4800  5.00      6.666667     5.787918
5     Cesar Hernandez  PHI  2B   3200 29.00     11.625000     7.726346
6        David Freese  PIT  3B   3000  2.00      6.857143     6.202918
7        Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8          Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Starling Marte  PIT  OF   4400  0.00      9.111111    10.844866
10   Andrew McCutchen  PIT  OF   4300 10.00      6.555556     6.948221
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2           5  1.2    NA 0.000 0.000
2          0           0  0.0    NA 0.000 0.000
3          7           0  0.0     5 0.349 0.257
4          9           0  0.0     3 0.361 0.136
5          8           0  0.0     1 0.381 0.229
6          7           0  0.0     4 0.498 0.276
7          8           0  0.0     1 0.244 0.027
8         10           0  0.0     3 0.456 0.357
9          9           0  0.0     2 0.341 0.156
10         9           0  0.0     3 0.309 0.159

[1] "Total fpts: 88.3 (81)"
         Lineup (4) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3      Matt Wieters  WSH   C   3200  0.0      9.500000     9.049862
4         Adam Lind  WSH  1B   3200  2.0     10.000000           NA
5     Daniel Murphy  WSH  2B   4500  5.0     10.125000    12.123619
6     Evan Longoria   TB  3B   4700  0.0      7.500000     6.529653
7  Francisco Lindor  CLE  SS   4400  6.0     12.666667    13.133926
8      Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
9    Kyle Schwarber  CHC  OF   4100  8.0      7.111111     5.441609
10     Jayson Werth  WSH  OF   3600  3.0      6.857143     5.520524
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     7 0.450 0.226
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     1 0.355 0.214
10         7         0.0 0.00     6 0.398 0.250

[1] "Total fpts: 88.3 (82)"
        Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1            JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2         Sal Romano  CIN     P   5000  1.95           NaN           NA
3  Christian Vazquez  BOS     C   2700 13.00     13.666667    16.502525
4     Hanley Ramirez  BOS 1B/OF   4500  8.00      6.428571     4.237025
5     Dustin Pedroia  BOS    2B   4100  0.00      5.900000     3.573047
6      Maikel Franco  PHI    3B   4000  0.00      9.250000     7.206148
7    Troy Tulowitzki  TOR    SS   3800 10.00      6.181818     8.316468
8       Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9     Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
10 Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          0         0.0  0.0    NA 0.000 0.000
3          3         0.0  0.0     9 0.734 0.500
4          7         0.0  0.0     4 0.286 0.069
5         10         0.0  0.0     1 0.311 0.023
6          8         0.0  0.0     3 0.272 0.171
7         11         0.0  0.0     5 0.278 0.175
8          8         0.0  0.0     3 0.289 0.031
9          9         0.0  0.0     1 0.355 0.214
10        10         0.0  0.0     2 0.310 0.095

[1] "Total fpts: 87.9 (83)"
        Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2     Bartolo Colon  ATL     P   6200 28.55      8.650000    18.455487
3   Travis d'Arnaud  NYM     C   2900  5.00     12.285714    15.478095
4     Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5       Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6       Kris Bryant  CHC    3B   4600  0.00     10.666667    10.523783
7   Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8  Andrew McCutchen  PIT    OF   4300 10.00      6.555556     6.948221
9    Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
10       Adam Eaton  WSH    OF   4100 15.00     10.285714     7.296444
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          2         5.0  1.2    NA 0.000 0.000
3          7         0.0  0.0     6 0.474 0.370
4          9         0.0  0.0     3 0.361 0.136
5          7         0.0  0.0     4 0.318 0.171
6          9         0.0  0.0     2 0.375 0.227
7          9         0.0  0.0     5 0.323 0.208
8          9         0.0  0.0     3 0.309 0.159
9          9         0.0  0.0     1 0.355 0.214
10         7         0.0  0.0     1 0.391 0.184

[1] "Total fpts: 87.65 (84)"
     Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2  Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3   Matt Wieters  WSH   C   3200  0.00      9.500000   9.04986188
4      Adam Lind  WSH  1B   3200  2.00     10.000000           NA
5  Daniel Murphy  WSH  2B   4500  5.00     10.125000  12.12361921
6    Kris Bryant  CHC  3B   4600  0.00     10.666667  10.52378259
7   Jordy Mercer  PIT  SS   3000  9.00      4.125000   2.53193884
8     Mike Trout  LAA  OF   5100  0.00     10.900000   3.98469293
9   Bryce Harper  WSH  OF   5000 37.00      9.500000   9.68061391
10  Jayson Werth  WSH  OF   3600  3.00      6.857143   5.52052447
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     7 0.450 0.226
4          1         0.0 0.00     5 0.579 0.455
5          8         0.0 0.00     4 0.457 0.245
6          9         0.0 0.00     2 0.375 0.227
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         7         0.0 0.00     6 0.398 0.250

[1] "Total fpts: 87.35 (85)"
        Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3       Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4         Lucas Duda  NYM  1B   3400  0.00     12.000000    11.988089
5        Neil Walker  NYM  2B   3400  9.00      5.454545     4.203894
6     Pablo Sandoval  BOS  3B   3600 16.00      4.222222     5.118051
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8    Yoenis Cespedes  NYM  OF   4200  5.00     12.090909    15.763594
9  Curtis Granderson  NYM  OF   3700  0.00      5.500000     4.648775
10         Jay Bruce  NYM  OF   3400  0.00     10.636364     9.922426
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          8         0.0 0.00     5 0.444 0.400
5         11         0.0 0.00     2 0.258 0.067
6          9         0.0 0.00     7 0.217 0.184
7          8         0.0 0.00     1 0.244 0.027
8         11         0.0 0.00     3 0.420 0.467
9         10         0.0 0.00     1 0.248 0.098
10        11         0.0 0.00     4 0.417 0.296

[1] "Total fpts: 87.3 (86)"
         Lineup (27) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2       Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3  Christian Vazquez  BOS     C   2700 13.0     13.666667    16.502525
4     Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5     Dustin Pedroia  BOS    2B   4100  0.0      5.900000     3.573047
6     Pablo Sandoval  BOS    3B   3600 16.0      4.222222     5.118051
7   Francisco Lindor  CLE    SS   4400  6.0     12.666667    13.133926
8         Mike Trout  LAA    OF   5100  0.0     10.900000     3.984693
9  Andrew Benintendi  BOS    OF   3800 17.0      6.900000     5.782156
10       Chris Young  BOS    OF   3100  8.0      5.625000     5.069164
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          3         0.0 0.00     9 0.734 0.500
4          9         0.0 0.00     1 0.314 0.204
5         10         0.0 0.00     1 0.311 0.023
6          9         0.0 0.00     7 0.217 0.184
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     2 0.310 0.095
10         8         0.0 0.00     8 0.317 0.059

[1] "Total fpts: 87.3 (87)"
           Lineup (34) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
2        Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3         Cameron Rupp  PHI     C   3100  7.00      4.500000     6.804410
4           Joey Votto  CIN    1B   4900  8.00      7.818182     6.030227
5  Arismendy Alcantara  CIN 2B/SS   3400  2.00      0.000000           NA
6       Eugenio Suarez  CIN    3B   3600 16.00     11.100000     9.527154
7     Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8           Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9          Adam Duvall  CIN    OF   4300  4.00      8.500000     9.501462
10      Scott Schebler  CIN    OF   3700  3.00      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4         11         0.0 0.00     3 0.294 0.267
5          1         0.0 0.00     2 0.100 0.000
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     4 0.381 0.262
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 87.25 (88)"
     Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jon Lester  CHC     P  11300 18.15     20.175000   3.28804653
2     Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
3      Alex Avila  DET     C   3400 23.00     14.000000   9.89949494
4  Carlos Santana  CLE 1B/OF   4700  0.00      9.000000   9.64365076
5   Daniel Murphy  WSH    2B   4500  5.00     10.125000  12.12361921
6   Andrew Romine  DET 3B/SS   2700  0.00      9.400000   9.68504001
7   Jose Iglesias  DET    SS   3100 12.00      8.857143   9.51189731
8    Justin Upton  DET    OF   4800  0.00     10.500000  10.09455299
9  Kyle Schwarber  CHC    OF   4100  8.00      7.111111   5.44160924
10  Tyler Collins  DET    OF   3300  5.00      6.200000   2.58843582
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     4 0.457 0.245
6          5         0.0 0.00     8 0.374 0.300
7          7         0.0 0.00     9 0.284 0.194
8          6         0.0 0.00     5 0.418 0.276
9          9         0.0 0.00     1 0.355 0.214
10         5         0.0 0.00     6 0.385 0.111

[1] "Total fpts: 86.95 (89)"
        Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2            JA Happ  TOR   P   8300 11.35     18.925000     8.237794
3  Willson Contreras  CHC   C   3600  0.00      6.875000     6.424006
4      Anthony Rizzo  CHC  1B   4800  5.00      6.666667     5.787918
5        Brad Miller   TB  2B   4000 14.00      7.400000     9.453982
6      Evan Longoria   TB  3B   4700  0.00      7.500000     6.529653
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8    Kevin Kiermaier   TB  OF   3900 15.00      5.666667     6.893123
9    Corey Dickerson   TB  OF   3800 17.00      8.333333     5.744563
10      Rickie Weeks   TB  OF   3000  0.00      7.500000     7.724420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4          9         0.0 0.00     3 0.361 0.136
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7          8         0.0 0.00     1 0.244 0.027
8         12         0.0 0.00     2 0.273 0.067
9          9         0.0 0.00     6 0.401 0.244
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 86.3 (90)"
        Lineup (64) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3    Salvador Perez   KC   C   3200  6.0      8.777778     6.924193
4       Eric Hosmer   KC  1B   3700  3.0      4.777778     4.684490
5     Daniel Murphy  WSH  2B   4500  5.0     10.125000    12.123619
6  Cheslor Cuthbert   KC  3B   3100  0.0      8.500000    12.020815
7  Francisco Lindor  CLE  SS   4400  6.0     12.666667    13.133926
8      Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
9      Lorenzo Cain   KC  OF   3800  2.0      9.777778     4.790036
10      Alex Gordon   KC  OF   3500  0.0      5.888889     4.371626
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.377 0.390
4          9         0.0 0.00     3 0.231 0.071
5          8         0.0 0.00     4 0.457 0.245
6          2         0.0 0.00     5 0.298 0.273
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.416 0.200
9          9         0.0 0.00     2 0.436 0.054
10         9         0.0 0.00     1 0.244 0.046

[1] "Total fpts: 86.1 (91)"
          Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1             JA Happ  TOR   P   8300 11.35     18.925000     8.237794
2     Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3  Francisco Cervelli  PIT   C   3000  3.00      6.571429     3.779645
4   Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5      Dustin Pedroia  BOS  2B   4100  0.00      5.900000     3.573047
6        David Freese  PIT  3B   3000  2.00      6.857143     6.202918
7        Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8      Starling Marte  PIT  OF   4400  0.00      9.111111    10.844866
9    Andrew McCutchen  PIT  OF   4300 10.00      6.555556     6.948221
10  Andrew Benintendi  BOS  OF   3800 17.00      6.900000     5.782156
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          2         6.5  1.0    NA 0.000 0.000
3          7         0.0  0.0     5 0.349 0.257
4          9         0.0  0.0     4 0.293 0.100
5         10         0.0  0.0     1 0.311 0.023
6          7         0.0  0.0     4 0.498 0.276
7          8         0.0  0.0     1 0.244 0.027
8          9         0.0  0.0     2 0.341 0.156
9          9         0.0  0.0     3 0.309 0.159
10        10         0.0  0.0     2 0.310 0.095

[1] "Total fpts: 86.05 (92)"
          Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1             JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2        Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
3  Francisco Cervelli  PIT     C   3000  3.00      6.571429     3.779645
4         Eric Thames  MIL 1B/OF   4000 18.00     15.625000     9.485892
5       Josh Harrison  PIT 2B/3B   3500 11.00      6.000000     4.320494
6        David Freese  PIT    3B   3000  2.00      6.857143     6.202918
7      Dansby Swanson  ATL    SS   3200  0.00      4.111111     4.314060
8        Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9      Starling Marte  PIT    OF   4400  0.00      9.111111    10.844866
10   Andrew McCutchen  PIT    OF   4300 10.00      6.555556     6.948221
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          1         6.5  1.0    NA 0.000 0.000
3          7         0.0  0.0     5 0.349 0.257
4          8         0.0  0.0     2 0.554 0.529
5          7         0.0  0.0     6 0.332 0.114
6          7         0.0  0.0     4 0.498 0.276
7          9         0.0  0.0     2 0.198 0.091
8          8         0.0  0.0     3 0.289 0.031
9          9         0.0  0.0     2 0.341 0.156
10         9         0.0  0.0     3 0.309 0.159

[1] "Total fpts: 85.95 (93)"
          Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
2              JA Happ  TOR     P   8300 11.35     18.925000     8.237794
3    Willson Contreras  CHC     C   3600  0.00      6.875000     6.424006
4           Joey Votto  CIN    1B   4900  8.00      7.818182     6.030227
5  Arismendy Alcantara  CIN 2B/SS   3400  2.00      0.000000           NA
6       Eugenio Suarez  CIN    3B   3600 16.00     11.100000     9.527154
7         Jordy Mercer  PIT    SS   3000  9.00      4.125000     2.531939
8          Adam Duvall  CIN    OF   4300  4.00      8.500000     9.501462
9    Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
10      Scott Schebler  CIN    OF   3700  3.00      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4         11         0.0 0.00     3 0.294 0.267
5          1         0.0 0.00     2 0.100 0.000
6         10         0.0 0.00     5 0.478 0.300
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     4 0.381 0.262
9         10         0.0 0.00     2 0.310 0.095
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 84.25 (94)"
        Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11300 18.15      20.17500   3.28804653
2       Matt Harvey  NYM     P   7800 16.10      21.17500   0.03535534
3         Yan Gomes  CLE     C   3100  0.00       5.40000   5.27257053
4    Carlos Santana  CLE 1B/OF   4700  0.00       9.00000   9.64365076
5   Cesar Hernandez  PHI    2B   3200 29.00      11.62500   7.72634639
6     Maikel Franco  PHI    3B   4000  0.00       9.25000   7.20614817
7  Francisco Lindor  CLE    SS   4400  6.00      12.66667  13.13392554
8  Michael Brantley  CLE    OF   4600 13.00       8.00000   5.79655070
9    Austin Jackson  CLE    OF   3100  2.00       5.20000   4.32434966
10     Rickie Weeks   TB    OF   3000  0.00       7.50000   7.72442015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     1 0.381 0.229
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     2 0.463 0.372
8          6         0.0 0.00     3 0.319 0.152
9          5         0.0 0.00     8 0.339 0.125
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 83.3 (95)"
       Lineup (139) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3    Salvador Perez   KC     C   3200  6.0      8.777778     6.924193
4    Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5   Christian Colon   KC 2B/SS   2600  2.0      0.000000           NA
6  Cheslor Cuthbert   KC    3B   3100  0.0      8.500000    12.020815
7   Alcides Escobar   KC    SS   3100 11.0      3.111111     3.295620
8        Mike Trout  LAA    OF   5100  0.0     10.900000     3.984693
9      Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
10    Paulo Orlando   KC    OF   3000  0.0      2.125000     2.695896
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.377 0.390
4          9         0.0 0.00     1 0.314 0.204
5          1         0.0 0.00     8 0.000 0.000
6          2         0.0 0.00     5 0.298 0.273
7          9         0.0 0.00     7 0.211 0.054
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         8         0.0 0.00     6 0.157 0.000

[1] "Total fpts: 82.25 (96)"
        Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
2    Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3        Yan Gomes  CLE     C   3100  0.00      5.400000     5.272571
4    Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5      Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6      Kris Bryant  CHC    3B   4600  0.00     10.666667    10.523783
7  Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8       Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9     Bryce Harper  WSH    OF   5000 37.00      9.500000     9.680614
10  Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     5 0.323 0.208
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         9         0.0 0.00     1 0.355 0.214

[1] "Total fpts: 81.7 (97)"
       Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2    Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3  Tucker Barnhart  CIN   C   2800  3.00      4.888889     5.085382
4    Anthony Rizzo  CHC  1B   4800  5.00      6.666667     5.787918
5     Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6   Eugenio Suarez  CIN  3B   3600 16.00     11.100000     9.527154
7      Zack Cozart  CIN  SS   3500  0.00     11.444444     4.876246
8      Adam Duvall  CIN  OF   4300  4.00      8.500000     9.501462
9   Kyle Schwarber  CHC  OF   4100  8.00      7.111111     5.441609
10  Scott Schebler  CIN  OF   3700  3.00      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          9         0.0 0.00     8 0.295 0.069
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     5 0.426 0.268
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     7 0.557 0.333
8         10         0.0 0.00     4 0.381 0.262
9          9         0.0 0.00     1 0.355 0.214
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 81.3 (98)"
       Lineup (37) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2     Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3        Yan Gomes  CLE     C   3100  0.0      5.400000     5.272571
4   Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5   Dustin Pedroia  BOS    2B   4100  0.0      5.900000     3.573047
6       Yandy Diaz  CLE    3B   2800  3.0      5.555556     3.574602
7     Jordy Mercer  PIT    SS   3000  9.0      4.125000     2.531939
8     Bryce Harper  WSH    OF   5000 37.0      9.500000     9.680614
9    Brandon Guyer  CLE    OF   3300  3.0      2.200000     2.280351
10  Austin Jackson  CLE    OF   3100  2.0      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5         10         0.0 0.00     1 0.311 0.023
6          9         0.0 0.00     7 0.288 0.025
7          8         0.0 0.00     1 0.244 0.027
8          8         0.0 0.00     3 0.416 0.200
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 81.25 (99)"
        Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11300 18.15     20.175000   3.28804653
2       Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
3      Cameron Rupp  PHI   C   3100  7.00      4.500000   6.80441033
4      Tommy Joseph  PHI  1B   3600  5.00      4.142857   5.14550197
5     Daniel Murphy  WSH  2B   4500  5.00     10.125000  12.12361921
6     Maikel Franco  PHI  3B   4000  0.00      9.250000   7.20614817
7  Francisco Lindor  CLE  SS   4400  6.00     12.666667  13.13392554
8    Kyle Schwarber  CHC  OF   4100  8.00      7.111111   5.44160924
9     Aaron Altherr  PHI  OF   3300  7.00      3.000000           NA
10      Daniel Nava  PHI  OF   3100  9.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          7         0.0 0.00     4 0.209 0.125
5          8         0.0 0.00     4 0.457 0.245
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     2 0.463 0.372
8          9         0.0 0.00     1 0.355 0.214
9          1         0.0 0.00     6 0.397 0.375
10         0         0.0 0.00     2 0.831 1.000

[1] "Total fpts: 80.8 (100)"
       Lineup (35) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
2      Matt Harvey  NYM   P   7800 16.1     21.175000   0.03535534
3      Jesus Sucre   TB   C   2800  0.0      9.333333  10.69267662
4       Joey Votto  CIN  1B   4900  8.0      7.818182   6.03022689
5     Jose Ramirez  CLE  2B   4100  9.0     11.142857  16.00446366
6    Evan Longoria   TB  3B   4700  0.0      7.500000   6.52965264
7      Tim Beckham   TB  SS   3300 17.0      2.300000   2.83039063
8       Mike Trout  LAA  OF   5100  0.0     10.900000   3.98469293
9     Steven Souza   TB  OF   4000  4.0      9.166667   8.36478912
10 Kevin Kiermaier   TB  OF   3900 15.0      5.666667   6.89312349
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5 1.00    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          3         0.0 0.00     8 0.447 0.333
4         11         0.0 0.00     3 0.294 0.267
5          7         0.0 0.00     5 0.426 0.268
6         12         0.0 0.00     3 0.323 0.182
7         10         0.0 0.00     9 0.164 0.031
8         10         0.0 0.00     3 0.456 0.357
9         12         0.0 0.00     1 0.428 0.233
10        12         0.0 0.00     2 0.273 0.067

[1] "Total fpts: 80.35 (101)"
         Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2    Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
3       Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4          Wil Myers   SD  1B   4300  3.00     10.900000    10.300485
5  Yangervis Solarte   SD  2B   3400  0.00      6.400000     7.720104
6       Ryan Schimpf   SD  3B   3500 20.00      6.222222     7.224572
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8         Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Manuel Margot   SD  OF   3300  0.00      8.000000     5.981453
10  Travis Jankowski   SD  OF   2900  0.00      4.142857     2.911390
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4         10         0.0 0.00     3 0.467 0.375
5         10         0.0 0.00     4 0.337 0.182
6          9         0.0 0.00     5 0.310 0.194
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     1 0.378 0.271
10         7         0.0 0.00     2 0.234 0.000

[1] "Total fpts: 80.1 (102)"
        Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2         Sal Romano  CIN   P   5000  1.95           NaN           NA
3       Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4         Joey Votto  CIN  1B   4900  8.00      7.818182     6.030227
5      Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6     Eugenio Suarez  CIN  3B   3600 16.00     11.100000     9.527154
7        Zack Cozart  CIN  SS   3500  0.00     11.444444     4.876246
8        Adam Duvall  CIN  OF   4300  4.00      8.500000     9.501462
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000     5.782156
10    Scott Schebler  CIN  OF   3700  3.00      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4         11         0.0 0.00     3 0.294 0.267
5          8         0.0 0.00     4 0.457 0.245
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     7 0.557 0.333
8         10         0.0 0.00     4 0.381 0.262
9         10         0.0 0.00     2 0.310 0.095
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 79.3 (103)"
          Lineup (6) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2       Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3    Travis d'Arnaud  NYM   C   2900  5.0     12.285714    15.478095
4  Edwin Encarnacion  CLE  1B   4600  8.0      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.0     11.142857    16.004464
6      Evan Longoria   TB  3B   4700  0.0      7.500000     6.529653
7   Francisco Lindor  CLE  SS   4400  6.0     12.666667    13.133926
8   Michael Brantley  CLE  OF   4600 13.0      8.000000     5.796551
9     Kyle Schwarber  CHC  OF   4100  8.0      7.111111     5.441609
10     Brandon Guyer  CLE  OF   3300  3.0      2.200000     2.280351
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     2 0.463 0.372
8          6         0.0 0.00     3 0.319 0.152
9          9         0.0 0.00     1 0.355 0.214
10         5         0.0 0.00     6 0.133 0.000

[1] "Total fpts: 79.3 (104)"
        Lineup (20) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
3      Carlos Perez  LAA   C   2300  0.0      0.000000     0.000000
4     Albert Pujols  LAA  1B   4000  2.0      6.300000     6.515793
5     Daniel Murphy  WSH  2B   4500  5.0     10.125000    12.123619
6     Yunel Escobar  LAA  3B   3100  2.0      8.200000     8.560893
7  Francisco Lindor  CLE  SS   4400  6.0     12.666667    13.133926
8        Mike Trout  LAA  OF   5100  0.0     10.900000     3.984693
9      Bryce Harper  WSH  OF   5000 37.0      9.500000     9.680614
10       Ben Revere  LAA  OF   3100  0.0      9.333333     2.081666
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          2         0.0 0.00     9 0.090 0.000
4         10         0.0 0.00     4 0.246 0.083
5          8         0.0 0.00     4 0.457 0.245
6         10         0.0 0.00     1 0.352 0.120
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          8         0.0 0.00     3 0.416 0.200
10         3         0.0 0.00     2 0.295 0.105

[1] "Total fpts: 79.3 (105)"
       Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3      Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4      Tommy Joseph  PHI  1B   3600  5.00      4.142857     5.145502
5    Dustin Pedroia  BOS  2B   4100  0.00      5.900000     3.573047
6     Maikel Franco  PHI  3B   4000  0.00      9.250000     7.206148
7    Dansby Swanson  ATL  SS   3200  0.00      4.111111     4.314060
8  Andrew McCutchen  PIT  OF   4300 10.00      6.555556     6.948221
9     Aaron Altherr  PHI  OF   3300  7.00      3.000000           NA
10      Daniel Nava  PHI  OF   3100  9.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          7         0.0 0.00     4 0.209 0.125
5         10         0.0 0.00     1 0.311 0.023
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     2 0.198 0.091
8          9         0.0 0.00     3 0.309 0.159
9          1         0.0 0.00     6 0.397 0.375
10         0         0.0 0.00     2 0.831 1.000

[1] "Total fpts: 78.65 (106)"
        Lineup (133) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2         Sal Romano  CIN   P   5000  1.95           NaN           NA
3  Christian Vazquez  BOS   C   2700 13.00     13.666667    16.502525
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5     Dustin Pedroia  BOS  2B   4100  0.00      5.900000     3.573047
6        Kris Bryant  CHC  3B   4600  0.00     10.666667    10.523783
7     Dansby Swanson  ATL  SS   3200  0.00      4.111111     4.314060
8       Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9  Andrew Benintendi  BOS  OF   3800 17.00      6.900000     5.782156
10       Chris Young  BOS  OF   3100  8.00      5.625000     5.069164
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5    1    NA 0.000 0.000
2          0         0.0    0    NA 0.000 0.000
3          3         0.0    0     9 0.734 0.500
4          9         0.0    0     4 0.293 0.100
5         10         0.0    0     1 0.311 0.023
6          9         0.0    0     2 0.375 0.227
7          9         0.0    0     2 0.198 0.091
8          8         0.0    0     3 0.289 0.031
9         10         0.0    0     2 0.310 0.095
10         8         0.0    0     8 0.317 0.059

[1] "Total fpts: 78.25 (107)"
          Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Jon Lester  CHC   P  11300 18.15     20.175000   3.28804653
2         Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
3  Welington Castillo  BAL   C   3200  0.00      6.375000   5.70557372
4   Edwin Encarnacion  CLE  1B   4600  8.00      4.444444   3.32080981
5        Jose Ramirez  CLE  2B   4100  9.00     11.142857  16.00446366
6          Yandy Diaz  CLE  3B   2800  3.00      5.555556   3.57460176
7      Dansby Swanson  ATL  SS   3200  0.00      4.111111   4.31405970
8    Michael Brantley  CLE  OF   4600 13.00      8.000000   5.79655070
9      Kyle Schwarber  CHC  OF   4100  8.00      7.111111   5.44160924
10      Brandon Guyer  CLE  OF   3300  3.00      2.200000   2.28035085
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          8         0.0 0.00     6 0.365 0.067
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     2 0.198 0.091
8          6         0.0 0.00     3 0.319 0.152
9          9         0.0 0.00     1 0.355 0.214
10         5         0.0 0.00     6 0.133 0.000

[1] "Total fpts: 76.95 (108)"
      Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2          JA Happ  TOR   P   8300 11.35     18.925000     8.237794
3     Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4     Tommy Joseph  PHI  1B   3600  5.00      4.142857     5.145502
5     Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6    Maikel Franco  PHI  3B   4000  0.00      9.250000     7.206148
7     Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8     Steven Souza   TB  OF   4000  4.00      9.166667     8.364789
9    Aaron Altherr  PHI  OF   3300  7.00      3.000000           NA
10     Daniel Nava  PHI  OF   3100  9.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          7         0.0 0.00     4 0.209 0.125
5          7         0.0 0.00     5 0.426 0.268
6          8         0.0 0.00     3 0.272 0.171
7          8         0.0 0.00     1 0.244 0.027
8         12         0.0 0.00     1 0.428 0.233
9          1         0.0 0.00     6 0.397 0.375
10         0         0.0 0.00     2 0.831 1.000

[1] "Total fpts: 76.65 (109)"
      Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
2    Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3        Yan Gomes  CLE     C   3100  0.00      5.400000   5.27257053
4   Carlos Santana  CLE 1B/OF   4700  0.00      9.000000   9.64365076
5  Cesar Hernandez  PHI    2B   3200 29.00     11.625000   7.72634639
6       Yandy Diaz  CLE    3B   2800  3.00      5.555556   3.57460176
7  Addison Russell  CHC    SS   3400  0.00      9.777778   7.79066393
8   Kyle Schwarber  CHC    OF   4100  8.00      7.111111   5.44160924
9    Brandon Guyer  CLE    OF   3300  3.00      2.200000   2.28035085
10  Austin Jackson  CLE    OF   3100  2.00      5.200000   4.32434966
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     1 0.381 0.229
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     5 0.323 0.208
8          9         0.0 0.00     1 0.355 0.214
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 75.85 (110)"
           Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2         Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
3      Travis d'Arnaud  NYM     C   2900  5.00     12.285714    15.478095
4           Joey Votto  CIN    1B   4900  8.00      7.818182     6.030227
5  Arismendy Alcantara  CIN 2B/SS   3400  2.00      0.000000           NA
6       Eugenio Suarez  CIN    3B   3600 16.00     11.100000     9.527154
7      Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8          Adam Duvall  CIN    OF   4300  4.00      8.500000     9.501462
9       Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
10      Scott Schebler  CIN    OF   3700  3.00      7.111111     7.043516
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4         11         0.0 0.00     3 0.294 0.267
5          1         0.0 0.00     2 0.100 0.000
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     5 0.323 0.208
8         10         0.0 0.00     4 0.381 0.262
9          9         0.0 0.00     1 0.355 0.214
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 75.3 (111)"
       Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jameson Taillon  PIT   P   7700 25.75     18.425000     6.399316
2    Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3        Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4       Joey Votto  CIN  1B   4900  8.00      7.818182     6.030227
5     Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6       Yandy Diaz  CLE  3B   2800  3.00      5.555556     3.574602
7     Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8       Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9    Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
10  Austin Jackson  CLE  OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         11         0.0 0.00     3 0.294 0.267
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     3 0.456 0.357
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 75.25 (112)"
        Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3    Travis d'Arnaud  NYM   C   2900  5.00     12.285714    15.478095
4          Wil Myers   SD  1B   4300  3.00     10.900000    10.300485
5  Yangervis Solarte   SD  2B   3400  0.00      6.400000     7.720104
6       Ryan Schimpf   SD  3B   3500 20.00      6.222222     7.224572
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8     Kyle Schwarber  CHC  OF   4100  8.00      7.111111     5.441609
9     Hunter Renfroe   SD  OF   3200  3.00      6.800000     7.583608
10  Travis Jankowski   SD  OF   2900  0.00      4.142857     2.911390
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4         10         0.0 0.00     3 0.467 0.375
5         10         0.0 0.00     4 0.337 0.182
6          9         0.0 0.00     5 0.310 0.194
7          8         0.0 0.00     1 0.244 0.027
8          9         0.0 0.00     1 0.355 0.214
9         10         0.0 0.00     6 0.305 0.229
10         7         0.0 0.00     2 0.234 0.000

[1] "Total fpts: 74.75 (113)"
       Lineup (72) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2  Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
3        Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4    Anthony Rizzo  CHC  1B   4800  5.00      6.666667     5.787918
5     Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6       Yandy Diaz  CLE  3B   2800  3.00      5.555556     3.574602
7  Addison Russell  CHC  SS   3400  0.00      9.777778     7.790664
8     Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9    Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
10  Austin Jackson  CLE  OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.3 0.71    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     5 0.323 0.208
8          8         0.0 0.00     3 0.289 0.031
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 73.9 (114)"
        Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2   Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3      Carlos Perez  LAA     C   2300  0.00      0.000000     0.000000
4    Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5  Cliff Pennington  LAA 2B/SS   2100  3.00           NaN           NA
6     Yunel Escobar  LAA    3B   3100  2.00      8.200000     8.560893
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8      Mookie Betts  BOS    OF   5200 19.00      5.000000     5.928141
9        Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
10       Ben Revere  LAA    OF   3100  0.00      9.333333     2.081666
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          2         0.0 0.00     9 0.090 0.000
4          9         0.0 0.00     1 0.314 0.204
5          0         0.0 0.00     8 0.437 0.000
6         10         0.0 0.00     1 0.352 0.120
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     3 0.456 0.357
10         3         0.0 0.00     2 0.295 0.105

[1] "Total fpts: 73.85 (115)"
       Lineup (104) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2   Jameson Taillon  PIT   P   7700 25.75     18.425000   6.39931637
3    Russell Martin  TOR   C   3500  5.00      3.666667   3.16227766
4   Kendrys Morales  TOR  1B   3600  0.00      7.636364   6.16883664
5      Jose Ramirez  CLE  2B   4100  9.00     11.142857  16.00446366
6     Evan Longoria   TB  3B   4700  0.00      7.500000   6.52965264
7   Troy Tulowitzki  TOR  SS   3800 10.00      6.181818   8.31646778
8        Mike Trout  LAA  OF   5100  0.00     10.900000   3.98469293
9     Jose Bautista  TOR  OF   4400  2.00      4.727273   3.03614588
10 Ezequiel Carrera  TOR  OF   2700  6.00      3.200000   4.08656335
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.205 0.036
4         11         0.0 0.00     4 0.343 0.195
5          7         0.0 0.00     5 0.426 0.268
6         12         0.0 0.00     3 0.323 0.182
7         11         0.0 0.00     5 0.278 0.175
8         10         0.0 0.00     3 0.456 0.357
9         11         0.0 0.00     3 0.232 0.050
10         5         0.0 0.00     2 0.188 0.053

[1] "Total fpts: 73.5 (116)"
        Lineup (103) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2            JA Happ  TOR   P   8300 11.35     18.925000     8.237794
3    Tucker Barnhart  CIN   C   2800  3.00      4.888889     5.085382
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5        Brad Miller   TB  2B   4000 14.00      7.400000     9.453982
6      Evan Longoria   TB  3B   4700  0.00      7.500000     6.529653
7    Addison Russell  CHC  SS   3400  0.00      9.777778     7.790664
8       Steven Souza   TB  OF   4000  4.00      9.166667     8.364789
9    Kevin Kiermaier   TB  OF   3900 15.00      5.666667     6.893123
10      Rickie Weeks   TB  OF   3000  0.00      7.500000     7.724420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          9         0.0 0.00     8 0.295 0.069
4          9         0.0 0.00     4 0.293 0.100
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     5 0.323 0.208
8         12         0.0 0.00     1 0.428 0.233
9         12         0.0 0.00     2 0.273 0.067
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 73.3 (117)"
          Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
2       Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3  Francisco Cervelli  PIT     C   3000  3.00      6.571429     3.779645
4      Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5       Josh Harrison  PIT 2B/3B   3500 11.00      6.000000     4.320494
6        David Freese  PIT    3B   3000  2.00      6.857143     6.202918
7    Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8          Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9      Starling Marte  PIT    OF   4400  0.00      9.111111    10.844866
10   Andrew McCutchen  PIT    OF   4300 10.00      6.555556     6.948221
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     5 0.349 0.257
4          9         0.0 0.00     1 0.314 0.204
5          7         0.0 0.00     6 0.332 0.114
6          7         0.0 0.00     4 0.498 0.276
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     2 0.341 0.156
10         9         0.0 0.00     3 0.309 0.159

[1] "Total fpts: 72.75 (118)"
       Lineup (142) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2   Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
3         Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4   Kendrys Morales  TOR  1B   3600  0.00      7.636364     6.168837
5    Dustin Pedroia  BOS  2B   4100  0.00      5.900000     3.573047
6     Evan Longoria   TB  3B   4700  0.00      7.500000     6.529653
7   Troy Tulowitzki  TOR  SS   3800 10.00      6.181818     8.316468
8     Jose Bautista  TOR  OF   4400  2.00      4.727273     3.036146
9      Kevin Pillar  TOR  OF   3200 21.00      3.727273     2.572583
10 Ezequiel Carrera  TOR  OF   2700  6.00      3.200000     4.086563
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.3 0.71    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         11         0.0 0.00     4 0.343 0.195
5         10         0.0 0.00     1 0.311 0.023
6         12         0.0 0.00     3 0.323 0.182
7         11         0.0 0.00     5 0.278 0.175
8         11         0.0 0.00     3 0.232 0.050
9         11         0.0 0.00     1 0.272 0.024
10         5         0.0 0.00     2 0.188 0.053

[1] "Total fpts: 71.7 (119)"
       Lineup (63) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P   8800 15.6     23.150000           NA
2      Matt Harvey  NYM   P   7800 16.1     21.175000   0.03535534
3        Yan Gomes  CLE   C   3100  0.0      5.400000   5.27257053
4       Joey Votto  CIN  1B   4900  8.0      7.818182   6.03022689
5     Jose Ramirez  CLE  2B   4100  9.0     11.142857  16.00446366
6   Eugenio Suarez  CIN  3B   3600 16.0     11.100000   9.52715417
7      Zack Cozart  CIN  SS   3500  0.0     11.444444   4.87624628
8       Mike Trout  LAA  OF   5100  0.0     10.900000   3.98469293
9      Adam Duvall  CIN  OF   4300  4.0      8.500000   9.50146188
10  Scott Schebler  CIN  OF   3700  3.0      7.111111   7.04351554
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         11         0.0 0.00     3 0.294 0.267
5          7         0.0 0.00     5 0.426 0.268
6         10         0.0 0.00     5 0.478 0.300
7          9         0.0 0.00     7 0.557 0.333
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     4 0.381 0.262
10         9         0.0 0.00     6 0.353 0.314

[1] "Total fpts: 70.7 (120)"
          Lineup (48) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2         Matt Harvey  NYM     P   7800 16.1     21.175000   0.03535534
3  Francisco Cervelli  PIT     C   3000  3.0      6.571429   3.77964473
4       Anthony Rizzo  CHC    1B   4800  5.0      6.666667   5.78791845
5       Josh Harrison  PIT 2B/3B   3500 11.0      6.000000   4.32049380
6        David Freese  PIT    3B   3000  2.0      6.857143   6.20291790
7     Addison Russell  CHC    SS   3400  0.0      9.777778   7.79066393
8      Starling Marte  PIT    OF   4400  0.0      9.111111  10.84486566
9    Andrew McCutchen  PIT    OF   4300 10.0      6.555556   6.94822120
10     Kyle Schwarber  CHC    OF   4100  8.0      7.111111   5.44160924
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          7         0.0 0.00     5 0.349 0.257
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     6 0.332 0.114
6          7         0.0 0.00     4 0.498 0.276
7          9         0.0 0.00     5 0.323 0.208
8          9         0.0 0.00     2 0.341 0.156
9          9         0.0 0.00     3 0.309 0.159
10         9         0.0 0.00     1 0.355 0.214

[1] "Total fpts: 69.7 (121)"
       Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3    Russell Martin  TOR   C   3500  5.00      3.666667     3.162278
4   Kendrys Morales  TOR  1B   3600  0.00      7.636364     6.168837
5     Daniel Murphy  WSH  2B   4500  5.00     10.125000    12.123619
6       Kris Bryant  CHC  3B   4600  0.00     10.666667    10.523783
7   Troy Tulowitzki  TOR  SS   3800 10.00      6.181818     8.316468
8     Jose Bautista  TOR  OF   4400  2.00      4.727273     3.036146
9    Kyle Schwarber  CHC  OF   4100  8.00      7.111111     5.441609
10 Ezequiel Carrera  TOR  OF   2700  6.00      3.200000     4.086563
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          9         0.0 0.00     6 0.205 0.036
4         11         0.0 0.00     4 0.343 0.195
5          8         0.0 0.00     4 0.457 0.245
6          9         0.0 0.00     2 0.375 0.227
7         11         0.0 0.00     5 0.278 0.175
8         11         0.0 0.00     3 0.232 0.050
9          9         0.0 0.00     1 0.355 0.214
10         5         0.0 0.00     2 0.188 0.053

[1] "Total fpts: 68.15 (122)"
        Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3        JT Realmuto  MIA   C   3800  6.00     10.285714     8.240435
4        Justin Bour  MIA  1B   3100  2.00      5.333333     4.743416
5         Dee Gordon  MIA  2B   4200 11.00      8.666667     5.744563
6        Kris Bryant  CHC  3B   4600  0.00     10.666667    10.523783
7       Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8         Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9  Giancarlo Stanton  MIA  OF   4500  2.00      9.777778    10.461570
10  Christian Yelich  MIA  OF   4200  7.00      9.300000     8.577101
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     2 0.474 0.294
4          9         0.0 0.00     5 0.260 0.128
5          9         0.0 0.00     1 0.293 0.040
6          9         0.0 0.00     2 0.375 0.227
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     4 0.354 0.238
10        10         0.0 0.00     3 0.281 0.125

[1] "Total fpts: 67.65 (123)"
       Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2    Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3  Travis d'Arnaud  NYM   C   2900  5.00     12.285714  15.47809512
4       Lucas Duda  NYM  1B   3400  0.00     12.000000  11.98808933
5      Neil Walker  NYM  2B   3400  9.00      5.454545   4.20389430
6      Kris Bryant  CHC  3B   4600  0.00     10.666667  10.52378259
7     Jordy Mercer  PIT  SS   3000  9.00      4.125000   2.53193884
8  Yoenis Cespedes  NYM  OF   4200  5.00     12.090909  15.76359442
9   Kyle Schwarber  CHC  OF   4100  8.00      7.111111   5.44160924
10       Jay Bruce  NYM  OF   3400  0.00     10.636364   9.92242639
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          8         0.0 0.00     5 0.444 0.400
5         11         0.0 0.00     2 0.258 0.067
6          9         0.0 0.00     2 0.375 0.227
7          8         0.0 0.00     1 0.244 0.027
8         11         0.0 0.00     3 0.420 0.467
9          9         0.0 0.00     1 0.355 0.214
10        11         0.0 0.00     4 0.417 0.296

[1] "Total fpts: 67.1 (124)"
       Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2       Sal Romano  CIN     P   5000  1.95           NaN           NA
3       Alex Avila  DET     C   3400 23.00     14.000000     9.899495
4    Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5      Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6      Kris Bryant  CHC    3B   4600  0.00     10.666667    10.523783
7  Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8   Billy Hamilton  CIN    OF   4200  2.00      8.200000     6.646637
9   Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
10    Steven Souza   TB    OF   4000  4.00      9.166667     8.364789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          2         0.0 0.00     7 0.767 0.625
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     5 0.323 0.208
8         10         0.0 0.00     1 0.228 0.063
9          9         0.0 0.00     1 0.355 0.214
10        12         0.0 0.00     1 0.428 0.233

[1] "Total fpts: 66.85 (125)"
       Lineup (57) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
2  Jameson Taillon  PIT   P   7700 25.75     18.425000   6.39931637
3     Cameron Rupp  PHI   C   3100  7.00      4.500000   6.80441033
4    Albert Pujols  LAA  1B   4000  2.00      6.300000   6.51579278
5    Daniel Murphy  WSH  2B   4500  5.00     10.125000  12.12361921
6    Yunel Escobar  LAA  3B   3100  2.00      8.200000   8.56089300
7     Jordy Mercer  PIT  SS   3000  9.00      4.125000   2.53193884
8       Mike Trout  LAA  OF   5100  0.00     10.900000   3.98469293
9     Kole Calhoun  LAA  OF   3700  0.00      7.000000   6.18241233
10      Ben Revere  LAA  OF   3100  0.00      9.333333   2.08166600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4         10         0.0 0.00     4 0.246 0.083
5          8         0.0 0.00     4 0.457 0.245
6         10         0.0 0.00     1 0.352 0.120
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     5 0.344 0.136
10         3         0.0 0.00     2 0.295 0.105

[1] "Total fpts: 66.7 (126)"
         Lineup (7) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2       Matt Harvey  NYM     P   7800 16.1     21.175000   0.03535534
3         Yan Gomes  CLE     C   3100  0.0      5.400000   5.27257053
4    Carlos Santana  CLE 1B/OF   4700  0.0      9.000000   9.64365076
5     Daniel Murphy  WSH    2B   4500  5.0     10.125000  12.12361921
6        Yandy Diaz  CLE    3B   2800  3.0      5.555556   3.57460176
7  Francisco Lindor  CLE    SS   4400  6.0     12.666667  13.13392554
8      Mookie Betts  BOS    OF   5200 19.0      5.000000   5.92814112
9        Mike Trout  LAA    OF   5100  0.0     10.900000   3.98469293
10   Austin Jackson  CLE    OF   3100  2.0      5.200000   4.32434966
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     4 0.457 0.245
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     2 0.463 0.372
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     3 0.456 0.357
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 66.3 (127)"
        Lineup (12) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.6     23.150000           NA
2      Gio Gonzalez  WSH     P   8000 11.7     25.550000           NA
3         Yan Gomes  CLE     C   3100  0.0      5.400000     5.272571
4    Carlos Santana  CLE 1B/OF   4700  0.0      9.000000     9.643651
5       Brad Miller   TB    2B   4000 14.0      7.400000     9.453982
6     Evan Longoria   TB    3B   4700  0.0      7.500000     6.529653
7  Francisco Lindor  CLE    SS   4400  6.0     12.666667    13.133926
8      Steven Souza   TB    OF   4000  4.0      9.166667     8.364789
9   Kevin Kiermaier   TB    OF   3900 15.0      5.666667     6.893123
10     Rickie Weeks   TB    OF   3000  0.0      7.500000     7.724420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.5 1.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     2 0.463 0.372
8         12         0.0 0.00     1 0.428 0.233
9         12         0.0 0.00     2 0.273 0.067
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 65.65 (128)"
         Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Harvey  NYM     P   7800 16.10     21.175000   0.03535534
2      Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3  Willson Contreras  CHC     C   3600  0.00      6.875000   6.42400632
4      Anthony Rizzo  CHC    1B   4800  5.00      6.666667   5.78791845
5        Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143   7.26701616
6      Maikel Franco  PHI    3B   4000  0.00      9.250000   7.20614817
7    Addison Russell  CHC    SS   3400  0.00      9.777778   7.79066393
8       Mookie Betts  BOS    OF   5200 19.00      5.000000   5.92814112
9         Mike Trout  LAA    OF   5100  0.00     10.900000   3.98469293
10     Jason Heyward  CHC    OF   3100  5.00      6.250000   4.68279526
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.73    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     5 0.323 0.208
8          8         0.0 0.00     3 0.289 0.031
9         10         0.0 0.00     3 0.456 0.357
10         8         0.0 0.00     6 0.321 0.053

[1] "Total fpts: 65.5 (129)"
        Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2            JA Happ  TOR     P   8300 11.35     18.925000     8.237794
3  Willson Contreras  CHC     C   3600  0.00      6.875000     6.424006
4      Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5        Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6      Yunel Escobar  LAA    3B   3100  2.00      8.200000     8.560893
7    Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8         Adam Eaton  WSH    OF   4100 15.00     10.285714     7.296444
9       Steven Souza   TB    OF   4000  4.00      9.166667     8.364789
10     Jason Heyward  CHC    OF   3100  5.00      6.250000     4.682795
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6         10         0.0 0.00     1 0.352 0.120
7          9         0.0 0.00     5 0.323 0.208
8          7         0.0 0.00     1 0.391 0.184
9         12         0.0 0.00     1 0.428 0.233
10         8         0.0 0.00     6 0.321 0.053

[1] "Total fpts: 64.3 (130)"
        Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jameson Taillon  PIT   P   7700 25.75      18.42500     6.399316
2     Drew Pomeranz  BOS   P   7500 15.55      24.50000           NA
3   Travis d'Arnaud  NYM   C   2900  5.00      12.28571    15.478095
4        Lucas Duda  NYM  1B   3400  0.00      12.00000    11.988089
5     Daniel Murphy  WSH  2B   4500  5.00      10.12500    12.123619
6        Jose Reyes  NYM  3B   3800  2.00       2.50000     2.990726
7  Francisco Lindor  CLE  SS   4400  6.00      12.66667    13.133926
8        Mike Trout  LAA  OF   5100  0.00      10.90000     3.984693
9   Yoenis Cespedes  NYM  OF   4200  5.00      12.09091    15.763594
10        Jay Bruce  NYM  OF   3400  0.00      10.63636     9.922426
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          8         0.0 0.00     5 0.444 0.400
5          8         0.0 0.00     4 0.457 0.245
6         10         0.0 0.00     7 0.145 0.023
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9         11         0.0 0.00     3 0.420 0.467
10        11         0.0 0.00     4 0.417 0.296

[1] "Total fpts: 63.8 (131)"
        Lineup (88) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gio Gonzalez  WSH   P   8000 11.7     25.550000           NA
2       Matt Harvey  NYM   P   7800 16.1     21.175000   0.03535534
3         Yan Gomes  CLE   C   3100  0.0      5.400000   5.27257053
4     Anthony Rizzo  CHC  1B   4800  5.0      6.666667   5.78791845
5       Brad Miller   TB  2B   4000 14.0      7.400000   9.45398211
6     Evan Longoria   TB  3B   4700  0.0      7.500000   6.52965264
7  Daniel Robertson   TB  SS   2800  0.0      3.000000   3.09838668
8        Mike Trout  LAA  OF   5100  0.0     10.900000   3.98469293
9   Corey Dickerson   TB  OF   3800 17.0      8.333333   5.74456265
10     Rickie Weeks   TB  OF   3000  0.0      7.500000   7.72442015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5 1.00    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     3 0.361 0.136
5         10         0.0 0.00     4 0.304 0.150
6         12         0.0 0.00     3 0.323 0.182
7          6         0.0 0.00     7 0.240 0.000
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     6 0.401 0.244
10         4         0.0 0.00     5 0.346 0.286

[1] "Total fpts: 63.25 (132)"
         Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH   P   8000 11.70     25.550000           NA
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3  Willson Contreras  CHC   C   3600  0.00      6.875000     6.424006
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6         Yandy Diaz  CLE  3B   2800  3.00      5.555556     3.574602
7    Addison Russell  CHC  SS   3400  0.00      9.777778     7.790664
8         Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9   Michael Brantley  CLE  OF   4600 13.00      8.000000     5.796551
10     Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          8         0.0 0.00     7 0.305 0.156
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     5 0.323 0.208
8         10         0.0 0.00     3 0.456 0.357
9          6         0.0 0.00     3 0.319 0.152
10         5         0.0 0.00     6 0.133 0.000

[1] "Total fpts: 62.75 (133)"
      Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2  Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
3  Travis d'Arnaud  NYM   C   2900  5.00     12.285714    15.478095
4       Lucas Duda  NYM  1B   3400  0.00     12.000000    11.988089
5     Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6       Jose Reyes  NYM  3B   3800  2.00      2.500000     2.990726
7  Addison Russell  CHC  SS   3400  0.00      9.777778     7.790664
8  Yoenis Cespedes  NYM  OF   4200  5.00     12.090909    15.763594
9   Kyle Schwarber  CHC  OF   4100  8.00      7.111111     5.441609
10       Jay Bruce  NYM  OF   3400  0.00     10.636364     9.922426
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.3 0.71    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4          8         0.0 0.00     5 0.444 0.400
5          7         0.0 0.00     5 0.426 0.268
6         10         0.0 0.00     7 0.145 0.023
7          9         0.0 0.00     5 0.323 0.208
8         11         0.0 0.00     3 0.420 0.467
9          9         0.0 0.00     1 0.355 0.214
10        11         0.0 0.00     4 0.417 0.296

[1] "Total fpts: 62.5 (134)"
         Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Bartolo Colon  ATL     P   6200 28.55      8.650000    18.455487
2          Sal Romano  CIN     P   5000  1.95           NaN           NA
3  Welington Castillo  BAL     C   3200  0.00      6.375000     5.705574
4       Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5         Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6         Kris Bryant  CHC    3B   4600  0.00     10.666667    10.523783
7     Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8          Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9   Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
10      Jason Heyward  CHC    OF   3100  5.00      6.250000     4.682795
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2           5  1.2    NA 0.000 0.000
2          0           0  0.0    NA 0.000 0.000
3          8           0  0.0     6 0.365 0.067
4          9           0  0.0     3 0.361 0.136
5          7           0  0.0     4 0.318 0.171
6          9           0  0.0     2 0.375 0.227
7          9           0  0.0     5 0.323 0.208
8         10           0  0.0     3 0.456 0.357
9         10           0  0.0     2 0.310 0.095
10         8           0  0.0     6 0.321 0.053

[1] "Total fpts: 62.3 (135)"
        Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
2      Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3       Carlos Perez  LAA     C   2300  0.00      0.000000     0.000000
4      Albert Pujols  LAA    1B   4000  2.00      6.300000     6.515793
5      Nick Franklin  MIL 2B/OF   3600  0.00           NaN           NA
6      Yunel Escobar  LAA    3B   3100  2.00      8.200000     8.560893
7     Dansby Swanson  ATL    SS   3200  0.00      4.111111     4.314060
8         Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9  Andrew Benintendi  BOS    OF   3800 17.00      6.900000     5.782156
10        Ben Revere  LAA    OF   3100  0.00      9.333333     2.081666
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5 1.00    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          2         0.0 0.00     9 0.090 0.000
4         10         0.0 0.00     4 0.246 0.083
5          0         0.0 0.00     1 0.501 0.714
6         10         0.0 0.00     1 0.352 0.120
7          9         0.0 0.00     2 0.198 0.091
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     2 0.310 0.095
10         3         0.0 0.00     2 0.295 0.105

[1] "Total fpts: 61.15 (136)"
        Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
2     Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3      Carlos Perez  LAA     C   2300  0.00      0.000000     0.000000
4        Joey Votto  CIN    1B   4900  8.00      7.818182     6.030227
5  Cliff Pennington  LAA 2B/SS   2100  3.00           NaN           NA
6     Yunel Escobar  LAA    3B   3100  2.00      8.200000     8.560893
7      Jordy Mercer  PIT    SS   3000  9.00      4.125000     2.531939
8        Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9    Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
10       Ben Revere  LAA    OF   3100  0.00      9.333333     2.081666
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          2         0.0 0.00     9 0.090 0.000
4         11         0.0 0.00     3 0.294 0.267
5          0         0.0 0.00     8 0.437 0.000
6         10         0.0 0.00     1 0.352 0.120
7          8         0.0 0.00     1 0.244 0.027
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     1 0.355 0.214
10         3         0.0 0.00     2 0.295 0.105

[1] "Total fpts: 60.9 (137)"
       Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2  Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
3        Yan Gomes  CLE     C   3100  0.00      5.400000     5.272571
4   Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5    Daniel Murphy  WSH    2B   4500  5.00     10.125000    12.123619
6       Yandy Diaz  CLE    3B   2800  3.00      5.555556     3.574602
7   Dansby Swanson  ATL    SS   3200  0.00      4.111111     4.314060
8     Steven Souza   TB    OF   4000  4.00      9.166667     8.364789
9    Brandon Guyer  CLE    OF   3300  3.00      2.200000     2.280351
10  Austin Jackson  CLE    OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.5 1.00    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5          8         0.0 0.00     4 0.457 0.245
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     2 0.198 0.091
8         12         0.0 0.00     1 0.428 0.233
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 60.15 (138)"
         Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
2     Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3         Yan Gomes  CLE     C   3100  0.00      5.400000     5.272571
4    Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5    Dustin Pedroia  BOS    2B   4100  0.00      5.900000     3.573047
6       Kris Bryant  CHC    3B   4600  0.00     10.666667    10.523783
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8  Michael Brantley  CLE    OF   4600 13.00      8.000000     5.796551
9    Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
10   Austin Jackson  CLE    OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          9         0.0 0.00     1 0.314 0.204
5         10         0.0 0.00     1 0.311 0.023
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     2 0.463 0.372
8          6         0.0 0.00     3 0.319 0.152
9          9         0.0 0.00     1 0.355 0.214
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 59.7 (139)"
       Lineup (114) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3    Salvador Perez   KC   C   3200  6.00      8.777778     6.924193
4       Eric Hosmer   KC  1B   3700  3.00      4.777778     4.684490
5      Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6  Cheslor Cuthbert   KC  3B   3100  0.00      8.500000    12.020815
7  Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8        Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Lorenzo Cain   KC  OF   3800  2.00      9.777778     4.790036
10    Paulo Orlando   KC  OF   3000  0.00      2.125000     2.695896
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          9         0.0 0.00     4 0.377 0.390
4          9         0.0 0.00     3 0.231 0.071
5          7         0.0 0.00     5 0.426 0.268
6          2         0.0 0.00     5 0.298 0.273
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     2 0.436 0.054
10         8         0.0 0.00     6 0.157 0.000

[1] "Total fpts: 58.95 (140)"
        Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   8800 15.60     23.150000           NA
2            JA Happ  TOR   P   8300 11.35     18.925000     8.237794
3       Cameron Rupp  PHI   C   3100  7.00      4.500000     6.804410
4  Edwin Encarnacion  CLE  1B   4600  8.00      4.444444     3.320810
5       Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6         Yandy Diaz  CLE  3B   2800  3.00      5.555556     3.574602
7     Dansby Swanson  ATL  SS   3200  0.00      4.111111     4.314060
8         Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Brandon Guyer  CLE  OF   3300  3.00      2.200000     2.280351
10    Austin Jackson  CLE  OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          6         0.0 0.00     5 0.254 0.148
4          9         0.0 0.00     4 0.293 0.100
5          7         0.0 0.00     5 0.426 0.268
6          9         0.0 0.00     7 0.288 0.025
7          9         0.0 0.00     2 0.198 0.091
8         10         0.0 0.00     3 0.456 0.357
9          5         0.0 0.00     6 0.133 0.000
10         5         0.0 0.00     8 0.339 0.125

[1] "Total fpts: 56.15 (141)"
        Lineup (39) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
2     Drew Pomeranz  BOS     P   7500 15.55     24.500000           NA
3      Matt Wieters  WSH     C   3200  0.00      9.500000     9.049862
4     Anthony Rizzo  CHC    1B   4800  5.00      6.666667     5.787918
5       Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6       Kris Bryant  CHC    3B   4600  0.00     10.666667    10.523783
7   Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8    Starling Marte  PIT    OF   4400  0.00      9.111111    10.844866
9  Andrew McCutchen  PIT    OF   4300 10.00      6.555556     6.948221
10    Jason Heyward  CHC    OF   3100  5.00      6.250000     4.682795
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          6         0.0 0.00     7 0.450 0.226
4          9         0.0 0.00     3 0.361 0.136
5          7         0.0 0.00     4 0.318 0.171
6          9         0.0 0.00     2 0.375 0.227
7          9         0.0 0.00     5 0.323 0.208
8          9         0.0 0.00     2 0.341 0.156
9          9         0.0 0.00     3 0.309 0.159
10         8         0.0 0.00     6 0.321 0.053

[1] "Total fpts: 54.3 (142)"
        Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2        Sal Romano  CIN     P   5000  1.95           NaN           NA
3         Yan Gomes  CLE     C   3100  0.00      5.400000     5.272571
4    Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5       Ian Kinsler  DET    2B   4900  4.00      7.666667     5.819507
6    Pablo Sandoval  BOS    3B   3600 16.00      4.222222     5.118051
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8        Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9  Michael Brantley  CLE    OF   4600 13.00      8.000000     5.796551
10   Austin Jackson  CLE    OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          0         0.0  0.0    NA 0.000 0.000
3          5         0.0  0.0     9 0.167 0.111
4          9         0.0  0.0     1 0.314 0.204
5          6         0.0  0.0     1 0.376 0.206
6          9         0.0  0.0     7 0.217 0.184
7          9         0.0  0.0     2 0.463 0.372
8         10         0.0  0.0     3 0.456 0.357
9          6         0.0  0.0     3 0.319 0.152
10         5         0.0  0.0     8 0.339 0.125

[1] "Total fpts: 54.3 (143)"
    Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        JA Happ  TOR   P   8300 11.35     18.925000     8.237794
2     Sal Romano  CIN   P   5000  1.95           NaN           NA
3   Carlos Perez  LAA   C   2300  0.00      0.000000     0.000000
4  Albert Pujols  LAA  1B   4000  2.00      6.300000     6.515793
5   Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6  Yunel Escobar  LAA  3B   3100  2.00      8.200000     8.560893
7   Jordy Mercer  PIT  SS   3000  9.00      4.125000     2.531939
8   Mookie Betts  BOS  OF   5200 19.00      5.000000     5.928141
9     Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
10    Ben Revere  LAA  OF   3100  0.00      9.333333     2.081666
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          0         0.0  0.0    NA 0.000 0.000
3          2         0.0  0.0     9 0.090 0.000
4         10         0.0  0.0     4 0.246 0.083
5          7         0.0  0.0     5 0.426 0.268
6         10         0.0  0.0     1 0.352 0.120
7          8         0.0  0.0     1 0.244 0.027
8          8         0.0  0.0     3 0.289 0.031
9         10         0.0  0.0     3 0.456 0.357
10         3         0.0  0.0     2 0.295 0.105

[1] "Total fpts: 53.7 (144)"
         Lineup (86) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2      Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3          Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4         Lucas Duda  NYM  1B   3400  0.00     12.000000    11.988089
5        Neil Walker  NYM  2B   3400  9.00      5.454545     4.203894
6      Maikel Franco  PHI  3B   4000  0.00      9.250000     7.206148
7   Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8    Yoenis Cespedes  NYM  OF   4200  5.00     12.090909    15.763594
9  Curtis Granderson  NYM  OF   3700  0.00      5.500000     4.648775
10         Jay Bruce  NYM  OF   3400  0.00     10.636364     9.922426
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4          8         0.0 0.00     5 0.444 0.400
5         11         0.0 0.00     2 0.258 0.067
6          8         0.0 0.00     3 0.272 0.171
7          9         0.0 0.00     2 0.463 0.372
8         11         0.0 0.00     3 0.420 0.467
9         10         0.0 0.00     1 0.248 0.098
10        11         0.0 0.00     4 0.417 0.296

[1] "Total fpts: 52.7 (145)"
        Lineup (30) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11300 18.15     20.175000     3.288047
2     Drew Pomeranz  BOS   P   7500 15.55     24.500000           NA
3         Yan Gomes  CLE   C   3100  0.00      5.400000     5.272571
4     Albert Pujols  LAA  1B   4000  2.00      6.300000     6.515793
5      Jose Ramirez  CLE  2B   4100  9.00     11.142857    16.004464
6     Yunel Escobar  LAA  3B   3100  2.00      8.200000     8.560893
7  Francisco Lindor  CLE  SS   4400  6.00     12.666667    13.133926
8        Mike Trout  LAA  OF   5100  0.00     10.900000     3.984693
9      Kole Calhoun  LAA  OF   3700  0.00      7.000000     6.182412
10       Ben Revere  LAA  OF   3100  0.00      9.333333     2.081666
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.0 0.83    NA 0.000 0.000
3          5         0.0 0.00     9 0.167 0.111
4         10         0.0 0.00     4 0.246 0.083
5          7         0.0 0.00     5 0.426 0.268
6         10         0.0 0.00     1 0.352 0.120
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     5 0.344 0.136
10         3         0.0 0.00     2 0.295 0.105

[1] "Total fpts: 51.05 (146)"
        Lineup (38) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           JA Happ  TOR     P   8300 11.35     18.925000     8.237794
2      Gio Gonzalez  WSH     P   8000 11.70     25.550000           NA
3         Yan Gomes  CLE     C   3100  0.00      5.400000     5.272571
4    Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5       Ben Zobrist  CHC 2B/OF   3900  5.00      8.857143     7.267016
6        Yandy Diaz  CLE    3B   2800  3.00      5.555556     3.574602
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8    Kyle Schwarber  CHC    OF   4100  8.00      7.111111     5.441609
9      Steven Souza   TB    OF   4000  4.00      9.166667     8.364789
10   Austin Jackson  CLE    OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8  1.2    NA 0.000 0.000
2          1         6.5  1.0    NA 0.000 0.000
3          5         0.0  0.0     9 0.167 0.111
4          9         0.0  0.0     1 0.314 0.204
5          7         0.0  0.0     4 0.318 0.171
6          9         0.0  0.0     7 0.288 0.025
7          9         0.0  0.0     2 0.463 0.372
8          9         0.0  0.0     1 0.355 0.214
9         12         0.0  0.0     1 0.428 0.233
10         5         0.0  0.0     8 0.339 0.125

[1] "Total fpts: 48.7 (147)"
        Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jameson Taillon  PIT     P   7700 25.75     18.425000     6.399316
2        Sal Romano  CIN     P   5000  1.95           NaN           NA
3         Yan Gomes  CLE     C   3100  0.00      5.400000     5.272571
4    Carlos Santana  CLE 1B/OF   4700  0.00      9.000000     9.643651
5    Dustin Pedroia  BOS    2B   4100  0.00      5.900000     3.573047
6        Yandy Diaz  CLE    3B   2800  3.00      5.555556     3.574602
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8    Starling Marte  PIT    OF   4400  0.00      9.111111    10.844866
9  Andrew McCutchen  PIT    OF   4300 10.00      6.555556     6.948221
10   Austin Jackson  CLE    OF   3100  2.00      5.200000     4.324350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.5    1    NA 0.000 0.000
2          0         0.0    0    NA 0.000 0.000
3          5         0.0    0     9 0.167 0.111
4          9         0.0    0     1 0.314 0.204
5         10         0.0    0     1 0.311 0.023
6          9         0.0    0     7 0.288 0.025
7          9         0.0    0     2 0.463 0.372
8          9         0.0    0     2 0.341 0.156
9          9         0.0    0     3 0.309 0.159
10         5         0.0    0     8 0.339 0.125

[1] "Total fpts: 46.75 (148)"
       Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11300 18.15     20.175000     3.288047
2   Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
3       Drew Butera   KC     C   2100  0.00      0.000000           NA
4       Eric Hosmer   KC    1B   3700  3.00      4.777778     4.684490
5   Christian Colon   KC 2B/SS   2600  2.00      0.000000           NA
6     Evan Longoria   TB    3B   4700  0.00      7.500000     6.529653
7  Francisco Lindor  CLE    SS   4400  6.00     12.666667    13.133926
8        Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9      Lorenzo Cain   KC    OF   3800  2.00      9.777778     4.790036
10      Alex Gordon   KC    OF   3500  0.00      5.888889     4.371626
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          1         6.3 0.71    NA 0.000 0.000
3          1         0.0 0.00     9 0.000 0.000
4          9         0.0 0.00     3 0.231 0.071
5          1         0.0 0.00     8 0.000 0.000
6         12         0.0 0.00     3 0.323 0.182
7          9         0.0 0.00     2 0.463 0.372
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     2 0.436 0.054
10         9         0.0 0.00     1 0.244 0.046

[1] "Total fpts: 46.25 (149)"
       Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11300 18.15     20.175000   3.28804653
2      Matt Harvey  NYM   P   7800 16.10     21.175000   0.03535534
3     Carlos Perez  LAA   C   2300  0.00      0.000000   0.00000000
4    Albert Pujols  LAA  1B   4000  2.00      6.300000   6.51579278
5   Dustin Pedroia  BOS  2B   4100  0.00      5.900000   3.57304725
6    Yunel Escobar  LAA  3B   3100  2.00      8.200000   8.56089300
7  Addison Russell  CHC  SS   3400  0.00      9.777778   7.79066393
8       Mike Trout  LAA  OF   5100  0.00     10.900000   3.98469293
9   Kyle Schwarber  CHC  OF   4100  8.00      7.111111   5.44160924
10      Ben Revere  LAA  OF   3100  0.00      9.333333   2.08166600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.27    NA 0.000 0.000
2          2         6.2 0.73    NA 0.000 0.000
3          2         0.0 0.00     9 0.090 0.000
4         10         0.0 0.00     4 0.246 0.083
5         10         0.0 0.00     1 0.311 0.023
6         10         0.0 0.00     1 0.352 0.120
7          9         0.0 0.00     5 0.323 0.208
8         10         0.0 0.00     3 0.456 0.357
9          9         0.0 0.00     1 0.355 0.214
10         3         0.0 0.00     2 0.295 0.105

[1] "Total fpts: 35.95 (150)"
      Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P   8800 15.60     23.150000           NA
2          JA Happ  TOR     P   8300 11.35     18.925000     8.237794
3  Travis d'Arnaud  NYM     C   2900  5.00     12.285714    15.478095
4    Albert Pujols  LAA    1B   4000  2.00      6.300000     6.515793
5    Nick Franklin  MIL 2B/OF   3600  0.00           NaN           NA
6    Yunel Escobar  LAA    3B   3100  2.00      8.200000     8.560893
7  Addison Russell  CHC    SS   3400  0.00      9.777778     7.790664
8       Mike Trout  LAA    OF   5100  0.00     10.900000     3.984693
9     Kole Calhoun  LAA    OF   3700  0.00      7.000000     6.182412
10      Ben Revere  LAA    OF   3100  0.00      9.333333     2.081666
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.3 0.71    NA 0.000 0.000
2          2         5.8 1.20    NA 0.000 0.000
3          7         0.0 0.00     6 0.474 0.370
4         10         0.0 0.00     4 0.246 0.083
5          0         0.0 0.00     1 0.501 0.714
6         10         0.0 0.00     1 0.352 0.120
7          9         0.0 0.00     5 0.323 0.208
8         10         0.0 0.00     3 0.456 0.357
9         10         0.0 0.00     5 0.344 0.136
10         3         0.0 0.00     2 0.295 0.105



***********************************************************************************************
Contest 2: 2017-04-17 $33.00entry_MLB$250KFastball[$25Kto1st]
***********************************************************************************************
[1] "PnL: -3670"

[1] "Total fpts: 139.75 (1)"
        Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3     Austin Hedges   SD   C   2600 23.00      3.666667     5.979130
4       Mike Napoli  TEX  1B   3800  9.00      5.727273     6.915069
5      Rougned Odor  TEX  2B   4100  3.00      5.454545     6.154082
6       Kris Bryant  CHC  3B   5000  0.00      9.600000    10.479610
7      Elvis Andrus  TEX  SS   3700  3.00      9.272727     8.013625
8        Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9      Carlos Gomez  TEX  OF   3800 20.00      6.000000     7.211103
10     Nomar Mazara  TEX  OF   3600 23.00     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4         11         0.0 0.00     4 0.252 0.156
5         11         0.0 0.00     5 0.299 0.271
6         10         0.0 0.00     2 0.349 0.208
7         11         0.0 0.00     2 0.410 0.319
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     1 0.290 0.234
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 136.4 (2)"
        Lineup (60) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1        22.325     7.035712
2        Robbie Ray  ARI     P   9800 27.3        22.375    10.217693
3      Stephen Vogt  OAK     C   3400  5.0         4.625     3.925648
4   Freddie Freeman  ATL    1B   4600 40.0        11.000    12.373807
5  Brandon Phillips  ATL    2B   3600  5.0        10.200     9.211104
6    Tyler Saladino  CWS 3B/SS   3700  7.0         5.200     6.300794
7    Dansby Swanson  ATL    SS   3400  7.0         3.700     4.270051
8    Ender Inciarte  ATL    OF   3800  8.0         9.500    10.554093
9      Josh Reddick  HOU    OF   3700 13.0         5.250     5.800246
10    Nick Markakis  ATL    OF   3600  0.0         8.000     4.496913
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4         10         0.0 0.00     3 0.461 0.317
5         10         0.0 0.00     5 0.383 0.143
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.183 0.083
8         10         0.0 0.00     1 0.336 0.271
9          8         0.0 0.00     2 0.274 0.030
10        10         0.0 0.00     4 0.395 0.220

[1] "Total fpts: 133.55 (3)"
      Lineup (111) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2     Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3      Mike Zunino  SEA   C   3000  0.00      3.875000     2.100170
4  Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5    Robinson Cano  SEA  2B   4500 23.00      6.416667     7.076958
6      Kris Bryant  CHC  3B   5000  0.00      9.600000    10.479610
7     Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8      Nelson Cruz  SEA  OF   4600 14.00      6.333333     5.432785
9    Mitch Haniger  SEA  OF   3700  3.00     12.750000     6.047163
10    Jarrod Dyson  SEA  OF   3200 13.00      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     9 0.220 0.059
4         10         0.0 0.00     3 0.461 0.317
5         12         0.0 0.00     3 0.273 0.115
6         10         0.0 0.00     2 0.349 0.208
7          7         0.0 0.00     2 0.183 0.070
8         12         0.0 0.00     4 0.298 0.104
9         12         0.0 0.00     2 0.425 0.294
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 132.75 (4)"
       Lineup (143) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3      Stephen Vogt  OAK     C   3400  5.00      4.625000     3.925648
4       Eric Thames  MIL 1B/OF   3800 26.00     15.888889     8.908485
5   Jonathan Villar  MIL    2B   4500  0.00      9.545455    10.510601
6       Travis Shaw  MIL    3B   3600  0.00      8.454545     6.234800
7      Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8        Ryan Braun  MIL    OF   5000 33.00     11.363636     6.830413
9   Domingo Santana  MIL    OF   3800 10.00      9.555556     5.547772
10     Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          9         0.0 0.00     2 0.552 0.553
5         11         0.0 0.00     1 0.266 0.220
6         11         0.0 0.00     4 0.335 0.283
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.400 0.317
9          9         0.0 0.00     5 0.370 0.263
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 131.8 (5)"
         Lineup (18) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC     P  10200  4.7     27.300000           NA
3      Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4      Matt Holliday  NYY 1B/OF   4100 18.0      6.900000     7.651434
5     Starlin Castro  NYY    2B   3700 17.0      7.500000     5.760366
6      Chase Headley  NYY    3B   3400  9.0     10.750000     7.149380
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8         Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9        Aaron Judge  NYY    OF   3900 21.0      9.700000     9.661493
10       Aaron Hicks  NYY    OF   3200  2.0     13.833333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4         10         0.0 0.00     3 0.375 0.152
5         12         0.0 0.00     4 0.366 0.146
6         12         0.0 0.00     5 0.498 0.205
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     6 0.387 0.333
10         6         0.0 0.00     2 0.502 0.455

[1] "Total fpts: 129 (6)"
        Lineup (80) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.7     27.300000           NA
2        Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3      Stephen Vogt  OAK     C   3400  5.0      4.625000     3.925648
4   Freddie Freeman  ATL    1B   4600 40.0     11.000000    12.373807
5  Jurickson Profar  TEX 2B/3B   3200  4.0      6.000000     2.000000
6        Joey Gallo  TEX    3B   3500  4.0      8.363636     8.381798
7      Elvis Andrus  TEX    SS   3700  3.0      9.272727     8.013625
8     Shin-Soo Choo  TEX    OF   4100  8.0      7.777778     8.996913
9      Carlos Gomez  TEX    OF   3800 20.0      6.000000     7.211103
10     Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4         10         0.0 0.00     3 0.461 0.317
5          5         0.0 0.00     9 0.300 0.000
6         11         0.0 0.00     8 0.332 0.256
7         11         0.0 0.00     2 0.410 0.319
8          9         0.0 0.00     7 0.325 0.105
9         11         0.0 0.00     1 0.290 0.234
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 127.75 (7)"
        Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2    Chase Anderson  MIL   P   6700 16.45     31.350000           NA
3       Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4   Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5       Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6      Alex Bregman  HOU  3B   4100  8.00      6.200000     5.116422
7  Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8    Carlos Beltran  HOU  OF   3900  0.00      6.100000     4.357624
9      Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10     Josh Reddick  HOU  OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.5 0.69    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     3 0.461 0.317
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     6 0.313 0.048
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     4 0.295 0.065
9         11         0.0 0.00     4 0.324 0.128
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 124.55 (8)"
          Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2        Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3  Francisco Cervelli  PIT     C   3000  5.00      6.125000     3.720119
4         Eric Thames  MIL 1B/OF   3800 26.00     15.888889     8.908485
5     Jonathan Villar  MIL    2B   4500  0.00      9.545455    10.510601
6         Travis Shaw  MIL    3B   3600  0.00      8.454545     6.234800
7   Andrelton Simmons  LAA    SS   3200  0.00      6.300000     5.250397
8          Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9          Ryan Braun  MIL    OF   5000 33.00     11.363636     6.830413
10    Domingo Santana  MIL    OF   3800 10.00      9.555556     5.547772
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          9         0.0 0.00     2 0.552 0.553
5         11         0.0 0.00     1 0.266 0.220
6         11         0.0 0.00     4 0.335 0.283
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     3 0.400 0.317
10         9         0.0 0.00     5 0.370 0.263

[1] "Total fpts: 123.55 (9)"
       Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4       Eric Thames  MIL 1B/OF   3800 26.00     15.888889     8.908485
5      Adam Frazier  PIT 2B/OF   3000  0.00      9.125000     8.903250
6       Travis Shaw  MIL    3B   3600  0.00      8.454545     6.234800
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8        Ryan Braun  MIL    OF   5000 33.00     11.363636     6.830413
9      Keon Broxton  MIL    OF   3900  0.00      5.875000     7.809106
10  Domingo Santana  MIL    OF   3800 10.00      9.555556     5.547772
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          9         0.0 0.00     2 0.552 0.553
5          8         0.0 0.00     1 0.413 0.200
6         11         0.0 0.00     4 0.335 0.283
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.400 0.317
9          8         0.0 0.00     6 0.252 0.129
10         9         0.0 0.00     5 0.370 0.263

[1] "Total fpts: 120.55 (10)"
        Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4   Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5  Brandon Phillips  ATL  2B   3600  5.00     10.200000     9.211104
6     Adonis Garcia  ATL  3B   3500  3.00      4.800000     5.159673
7    Dansby Swanson  ATL  SS   3400  7.00      3.700000     4.270051
8    Starling Marte  PIT  OF   4600  0.00      8.200000    10.622827
9  Michael Brantley  CLE  OF   4500 18.00      8.714286     5.618846
10    Nick Markakis  ATL  OF   3600  0.00      8.000000     4.496913
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     3 0.461 0.317
5         10         0.0 0.00     5 0.383 0.143
6         10         0.0 0.00     6 0.219 0.095
7         10         0.0 0.00     2 0.183 0.083
8         10         0.0 0.00     2 0.310 0.140
9          7         0.0 0.00     3 0.332 0.135
10        10         0.0 0.00     4 0.395 0.220

[1] "Total fpts: 118.8 (11)"
        Lineup (22) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3     Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4           CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5  Jurickson Profar  TEX 2B/3B   3200  4.0      6.000000     2.000000
6        Joey Gallo  TEX    3B   3500  4.0      8.363636     8.381798
7      Elvis Andrus  TEX    SS   3700  3.0      9.272727     8.013625
8        Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9      Carlos Gomez  TEX    OF   3800 20.0      6.000000     7.211103
10     Nomar Mazara  TEX    OF   3600 23.0     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4          5         0.0 0.00     5 0.295 0.039
5          5         0.0 0.00     9 0.300 0.000
6         11         0.0 0.00     8 0.332 0.256
7         11         0.0 0.00     2 0.410 0.319
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     1 0.290 0.234
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 118.75 (12)"
       Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2      Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3       Kurt Suzuki  ATL   C   2500  5.00      3.666667     3.214550
4   Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5  Brandon Phillips  ATL  2B   3600  5.00     10.200000     9.211104
6     Adonis Garcia  ATL  3B   3500  3.00      4.800000     5.159673
7  Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8   George Springer  HOU  OF   4700  5.00     10.727273     9.592611
9      Josh Reddick  HOU  OF   3700 13.00      5.250000     5.800246
10    Nick Markakis  ATL  OF   3600  0.00      8.000000     4.496913
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          3         0.0 0.00     7 0.226 0.000
4         10         0.0 0.00     3 0.461 0.317
5         10         0.0 0.00     5 0.383 0.143
6         10         0.0 0.00     6 0.219 0.095
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     1 0.363 0.365
9          8         0.0 0.00     2 0.274 0.030
10        10         0.0 0.00     4 0.395 0.220

[1] "Total fpts: 117.75 (13)"
         Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2   Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3        JT Realmuto  MIA     C   3400  0.00      9.750000     7.778175
4    Freddie Freeman  ATL    1B   4600 40.00     11.000000    12.373807
5       Martin Prado  MIA 2B/3B   3300  3.00           NaN           NA
6      Yunel Escobar  LAA    3B   3300  2.00      7.636364     8.333939
7   Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9   Christian Yelich  MIA    OF   4100 17.00      9.090909     8.166450
10     Marcell Ozuna  MIA    OF   3500  0.00     13.727273    11.671255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.472 0.263
4         10         0.0 0.00     3 0.461 0.317
5          0         0.0 0.00     2 0.000 0.000
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     3 0.277 0.115
10        11         0.0 0.00     5 0.496 0.340

[1] "Total fpts: 117.75 (14)"
        Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3        Kevan Smith  CWS     C   2400  7.00      0.000000     0.000000
4    Freddie Freeman  ATL    1B   4600 40.00     11.000000    12.373807
5        Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6     Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7       Tim Anderson  CWS    SS   3900  3.00      5.285714     5.648430
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9      Melky Cabrera  CWS    OF   4300  8.00      5.800000     4.816638
10         Jacob May  CWS    OF   2900  0.00      0.500000     1.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          2         0.0 0.00     8 0.000 0.000
4         10         0.0 0.00     3 0.461 0.317
5         11         0.0 0.00     3 0.369 0.064
6          5         0.0 0.00     1 0.319 0.074
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     4 0.341 0.222
9          5         0.0 0.00     3 0.315 0.129
10         4         0.0 0.00     9 0.061 0.000

[1] "Total fpts: 116.75 (15)"
       Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2      Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3   Jonathan Lucroy  TEX   C   3900  0.00      6.625000     7.909082
4  Paul Goldschmidt  ARI  1B   4700 11.00      9.384615     6.103803
5       Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6         Jake Lamb  ARI  3B   3700 16.00     10.666667     7.655460
7      Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8        AJ Pollock  ARI  OF   3800 16.00      7.363636     7.940689
9     Yasmany Tomas  ARI  OF   3700  0.00      8.000000     7.180220
10    David Peralta  ARI  OF   3500 21.00      6.363636     8.417514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         13         0.0 0.00     3 0.381 0.192
5         11         0.0 0.00     3 0.369 0.064
6         12         0.0 0.00     4 0.420 0.250
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     1 0.248 0.157
9         10         0.0 0.00     5 0.365 0.225
10        11         0.0 0.00     2 0.241 0.156

[1] "Total fpts: 115.75 (16)"
        Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   9800 27.30      22.37500    10.217693
2   Brandon McCarthy  LAD     P   7900 18.45      21.30000           NA
3    Jonathan Lucroy  TEX     C   3900  0.00       6.62500     7.909082
4      Matt Holliday  NYY 1B/OF   4100 18.00       6.90000     7.651434
5     Starlin Castro  NYY    2B   3700 17.00       7.50000     5.760366
6      Chase Headley  NYY    3B   3400  9.00      10.75000     7.149380
7       Aledmys Diaz  STL    SS   4200  0.00       8.50000    12.331081
8  Giancarlo Stanton  MIA    OF   4400  3.00       9.00000    10.165300
9        Aaron Judge  NYY    OF   3900 21.00       9.70000     9.661493
10       Aaron Hicks  NYY    OF   3200  2.00      13.83333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         10         0.0 0.00     3 0.375 0.152
5         12         0.0 0.00     4 0.366 0.146
6         12         0.0 0.00     5 0.498 0.205
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9         10         0.0 0.00     6 0.387 0.333
10         6         0.0 0.00     2 0.502 0.455

[1] "Total fpts: 115.75 (17)"
       Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4   Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5      Brian Dozier  MIN  2B   4900  0.00      9.750000     4.891684
6       Miguel Sano  MIN  3B   4300  5.00     10.333333     9.682458
7   Eduardo Escobar  MIN  SS   2900  5.00      4.750000     4.031129
8        Max Kepler  MIN  OF   4000  5.00      8.222222     8.700255
9      Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10    Eddie Rosario  MIN  OF   3700  8.00      2.875000     2.100170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     3 0.461 0.317
5          8         0.0 0.00     1 0.344 0.178
6          9         0.0 0.00     3 0.433 0.375
7          4         0.0 0.00     8 0.387 0.177
8          9         0.0 0.00     2 0.383 0.209
9         11         0.0 0.00     4 0.324 0.128
10         8         0.0 0.00     9 0.184 0.026

[1] "Total fpts: 115.55 (18)"
          Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2    Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3  Francisco Cervelli  PIT   C   3000  5.00      6.125000     3.720119
4           Wil Myers   SD  1B   4400  6.00     10.181818    10.058014
5       Robinson Cano  SEA  2B   4500 23.00      6.416667     7.076958
6         Kyle Seager  SEA  3B   4200  2.00      6.083333     2.874918
7    Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8         Nelson Cruz  SEA  OF   4600 14.00      6.333333     5.432785
9       Mitch Haniger  SEA  OF   3700  3.00     12.750000     6.047163
10       Jarrod Dyson  SEA  OF   3200 13.00      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4         11         0.0 0.00     2 0.450 0.346
5         12         0.0 0.00     3 0.273 0.115
6         12         0.0 0.00     5 0.309 0.068
7         10         0.0 0.00     2 0.463 0.340
8         12         0.0 0.00     4 0.298 0.104
9         12         0.0 0.00     2 0.425 0.294
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 114.75 (19)"
         Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2       Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3   Martin Maldonado  LAA   C   2400  6.00      4.250000     3.105295
4    Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5     Danny Espinosa  LAA  2B   3000  3.00      7.454545     8.250620
6      Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7   Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8         Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9  Giancarlo Stanton  MIA  OF   4400  3.00      9.000000    10.165300
10        Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4         10         0.0 0.00     3 0.461 0.317
5         11         0.0 0.00     8 0.265 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.341 0.222
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 114.6 (20)"
      Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Lance Lynn  STL   P   6800 26.15      5.850000           NA
2   Charlie Morton  HOU   P   6500 16.45     12.575000     1.025305
3      Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4  Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5      Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6      Kris Bryant  CHC  3B   5000  0.00      9.600000    10.479610
7     Aledmys Diaz  STL  SS   4200  0.00      8.500000    12.331081
8  George Springer  HOU  OF   4700  5.00     10.727273     9.592611
9   Carlos Beltran  HOU  OF   3900  0.00      6.100000     4.357624
10    Josh Reddick  HOU  OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         5.2 1.45    NA 0.000 0.000
2          2         5.5 1.36    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     3 0.461 0.317
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     4 0.295 0.065
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 112.75 (21)"
         Lineup (144) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2    Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3  Francisco Cervelli  PIT     C   3000  5.00      6.125000     3.720119
4   Edwin Encarnacion  CLE    1B   4500  5.00      4.800000     3.326660
5    Jurickson Profar  TEX 2B/3B   3200  4.00      6.000000     2.000000
6          Joey Gallo  TEX    3B   3500  4.00      8.363636     8.381798
7        Elvis Andrus  TEX    SS   3700  3.00      9.272727     8.013625
8   Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9        Carlos Gomez  TEX    OF   3800 20.00      6.000000     7.211103
10       Nomar Mazara  TEX    OF   3600 23.00     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4         10         0.0 0.00     4 0.288 0.091
5          5         0.0 0.00     9 0.300 0.000
6         11         0.0 0.00     8 0.332 0.256
7         11         0.0 0.00     2 0.410 0.319
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     1 0.290 0.234
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 110.4 (22)"
     Lineup (104) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2      Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3   Austin Romine  NYY   C   2800  2.0     10.000000     6.892024
4    Chris Carter  NYY  1B   4300  0.0      5.800000     4.324350
5  Starlin Castro  NYY  2B   3700 17.0      7.500000     5.760366
6   Chase Headley  NYY  3B   3400  9.0     10.750000     7.149380
7    Tim Anderson  CWS  SS   3900  3.0      5.285714     5.648430
8  Starling Marte  PIT  OF   4600  0.0      8.200000    10.622827
9     Aaron Judge  NYY  OF   3900 21.0      9.700000     9.661493
10  Manuel Margot   SD  OF   3300  7.0      7.272727     6.165889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          5         0.0 0.00     8 0.443 0.263
4          5         0.0 0.00     7 0.228 0.091
5         12         0.0 0.00     4 0.366 0.146
6         12         0.0 0.00     5 0.498 0.205
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     2 0.310 0.140
9         10         0.0 0.00     6 0.387 0.333
10        11         0.0 0.00     1 0.350 0.250

[1] "Total fpts: 109.4 (23)"
         Lineup (116) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2          Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3  Francisco Cervelli  PIT     C   3000  5.0      6.125000     3.720119
4    Paul Goldschmidt  ARI    1B   4700 11.0      9.384615     6.103803
5     Daniel Descalso  ARI 2B/3B   2400  0.0      4.250000     4.193249
6           Jake Lamb  ARI    3B   3700 16.0     10.666667     7.655460
7        Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8     George Springer  HOU    OF   4700  5.0     10.727273     9.592611
9       Yasmany Tomas  ARI    OF   3700  0.0      8.000000     7.180220
10      David Peralta  ARI    OF   3500 21.0      6.363636     8.417514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4         13         0.0 0.00     3 0.381 0.192
5          4         0.0 0.00     6 0.231 0.000
6         12         0.0 0.00     4 0.420 0.250
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     5 0.365 0.225
10        11         0.0 0.00     2 0.241 0.156

[1] "Total fpts: 108.8 (24)"
        Lineup (46) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3     Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4  Paul Goldschmidt  ARI    1B   4700 11.0      9.384615     6.103803
5   Daniel Descalso  ARI 2B/3B   2400  0.0      4.250000     4.193249
6         Jake Lamb  ARI    3B   3700 16.0     10.666667     7.655460
7      Chris Owings  ARI OF/SS   3300  4.0      9.545455    10.073367
8        Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9      Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
10    Yasmany Tomas  ARI    OF   3700  0.0      8.000000     7.180220
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4         13         0.0 0.00     3 0.381 0.192
5          4         0.0 0.00     6 0.231 0.000
6         12         0.0 0.00     4 0.420 0.250
7         11         0.0 0.00     7 0.381 0.133
8         11         0.0 0.00     3 0.422 0.326
9          8         0.0 0.00     2 0.274 0.030
10        10         0.0 0.00     5 0.365 0.225

[1] "Total fpts: 106.8 (25)"
     Lineup (31) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1  Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712         2
2    John Lackey  CHC   P  10200  4.7     27.300000           NA         1
3   Stephen Vogt  OAK   C   3400  5.0      4.625000     3.925648         8
4    Mike Napoli  TEX  1B   3800  9.0      5.727273     6.915069        11
5   Rougned Odor  TEX  2B   4100  3.0      5.454545     6.154082        11
6  Yunel Escobar  LAA  3B   3300  2.0      7.636364     8.333939        11
7   Elvis Andrus  TEX  SS   3700  3.0      9.272727     8.013625        11
8   Carlos Gomez  TEX  OF   3800 20.0      6.000000     7.211103        11
9   Josh Reddick  HOU  OF   3700 13.0      5.250000     5.800246         8
10  Nomar Mazara  TEX  OF   3600 23.0     11.545455    10.122881        11
   Avg_Innings WHIP Order  wOBA   ISO
1          5.8 1.29    NA 0.000 0.000
2          6.0 1.25    NA 0.000 0.000
3          0.0 0.00     5 0.294 0.167
4          0.0 0.00     4 0.252 0.156
5          0.0 0.00     5 0.299 0.271
6          0.0 0.00     1 0.339 0.113
7          0.0 0.00     2 0.410 0.319
8          0.0 0.00     1 0.290 0.234
9          0.0 0.00     2 0.274 0.030
10         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 105 (26)"
       Lineup (50) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      John Lackey  CHC     P  10200  4.7     27.300000           NA
2       Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3      Evan Gattis  HOU     C   4000  5.0      5.833333     7.222650
4    Matt Holliday  NYY 1B/OF   4100 18.0      6.900000     7.651434
5   Starlin Castro  NYY    2B   3700 17.0      7.500000     5.760366
6    Chase Headley  NYY    3B   3400  9.0     10.750000     7.149380
7     Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8  Jacoby Ellsbury  NYY    OF   3900  6.0      7.909091     5.557959
9     Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
10     Aaron Hicks  NYY    OF   3200  2.0     13.833333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     3 0.375 0.152
5         12         0.0 0.00     4 0.366 0.146
6         12         0.0 0.00     5 0.498 0.205
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     1 0.347 0.119
9          8         0.0 0.00     2 0.274 0.030
10         6         0.0 0.00     2 0.502 0.455

[1] "Total fpts: 105 (27)"
        Lineup (65) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.7     27.300000           NA
2        Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3       Evan Gattis  HOU     C   4000  5.0      5.833333     7.222650
4       Mike Napoli  TEX    1B   3800  9.0      5.727273     6.915069
5  Jurickson Profar  TEX 2B/3B   3200  4.0      6.000000     2.000000
6    Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7      Elvis Andrus  TEX    SS   3700  3.0      9.272727     8.013625
8      Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
9      Carlos Gomez  TEX    OF   3800 20.0      6.000000     7.211103
10     Nomar Mazara  TEX    OF   3600 23.0     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         11         0.0 0.00     4 0.252 0.156
5          5         0.0 0.00     9 0.300 0.000
6          5         0.0 0.00     1 0.319 0.074
7         11         0.0 0.00     2 0.410 0.319
8         11         0.0 0.00     4 0.324 0.128
9         11         0.0 0.00     1 0.290 0.234
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 104.55 (28)"
         Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3       Stephen Vogt  OAK     C   3400  5.00      4.625000     3.925648
4      Matt Holliday  NYY 1B/OF   4100 18.00      6.900000     7.651434
5     Starlin Castro  NYY    2B   3700 17.00      7.500000     5.760366
6      Chase Headley  NYY    3B   3400  9.00     10.750000     7.149380
7   Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9    Jacoby Ellsbury  NYY    OF   3900  6.00      7.909091     5.557959
10       Aaron Hicks  NYY    OF   3200  2.00     13.833333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4         10         0.0 0.00     3 0.375 0.152
5         12         0.0 0.00     4 0.366 0.146
6         12         0.0 0.00     5 0.498 0.205
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     1 0.347 0.119
10         6         0.0 0.00     2 0.502 0.455

[1] "Total fpts: 102.55 (29)"
        Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3    Yasmani Grandal  LAD     C   3500  3.00      7.333333     9.151503
4        Mike Napoli  TEX    1B   3800  9.00      5.727273     6.915069
5   Jurickson Profar  TEX 2B/3B   3200  4.00      6.000000     2.000000
6        Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7       Elvis Andrus  TEX    SS   3700  3.00      9.272727     8.013625
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9       Carlos Gomez  TEX    OF   3800 20.00      6.000000     7.211103
10      Nomar Mazara  TEX    OF   3600 23.00     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          9         0.0 0.00     5 0.358 0.212
4         11         0.0 0.00     4 0.252 0.156
5          5         0.0 0.00     9 0.300 0.000
6         10         0.0 0.00     2 0.349 0.208
7         11         0.0 0.00     2 0.410 0.319
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     1 0.290 0.234
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 101.75 (30)"
       Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4     Jose Martinez  STL 1B/OF   2900  5.00      4.500000     2.121320
5     Robinson Cano  SEA    2B   4500 23.00      6.416667     7.076958
6    Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7      Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8     Dexter Fowler  STL    OF   4500  0.00      4.454545     3.908034
9  Stephen Piscotty  STL    OF   4200  3.00      8.666667     9.420722
10   Randal Grichuk  STL    OF   3900 13.00      5.600000     7.676805
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          2         0.0 0.00     5 0.537 0.167
5         12         0.0 0.00     3 0.273 0.115
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     1 0.190 0.020
9          9         0.0 0.00     3 0.388 0.226
10        10         0.0 0.00     4 0.248 0.182

[1] "Total fpts: 100.75 (31)"
       Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3   Jonathan Lucroy  TEX     C   3900  0.00      6.625000     7.909082
4       Mike Napoli  TEX    1B   3800  9.00      5.727273     6.915069
5      Rougned Odor  TEX    2B   4100  3.00      5.454545     6.154082
6    Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7      Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8   George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9     Shin-Soo Choo  TEX    OF   4100  8.00      7.777778     8.996913
10     Nomar Mazara  TEX    OF   3600 23.00     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         11         0.0 0.00     4 0.252 0.156
5         11         0.0 0.00     5 0.299 0.271
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     1 0.363 0.365
9          9         0.0 0.00     7 0.325 0.105
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 100.55 (32)"
       Lineup (121) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3    Miguel Montero  CHC     C   3000  8.00      7.000000           NA
4     Anthony Rizzo  CHC    1B   5300 10.00      6.500000     5.482295
5       Ben Zobrist  CHC 2B/OF   4100  8.00      8.375000     6.864765
6    Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7   Addison Russell  CHC    SS   3600  2.00      8.800000     7.969386
8   George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9      Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
10    Jason Heyward  CHC    OF   3300  5.00      6.111111     4.400126
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          1         0.0 0.00     7 0.060 0.000
4         10         0.0 0.00     3 0.364 0.128
5          8         0.0 0.00     4 0.326 0.158
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     5 0.299 0.192
8         11         0.0 0.00     1 0.363 0.365
9          8         0.0 0.00     2 0.274 0.030
10         9         0.0 0.00     6 0.312 0.048

[1] "Total fpts: 99.75 (33)"
       Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Mike Zunino  SEA     C   3000  0.00      3.875000     2.100170
4    Carlos Santana  CLE 1B/OF   4400  5.00      8.100000     9.527154
5     Robinson Cano  SEA    2B   4500 23.00      6.416667     7.076958
6       Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7      Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8     Mitch Haniger  SEA    OF   3700  3.00     12.750000     6.047163
9     Leonys Martin  SEA    OF   3400 10.00      4.000000     5.011099
10     Jarrod Dyson  SEA    OF   3200 13.00      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     9 0.220 0.059
4         10         0.0 0.00     1 0.292 0.189
5         12         0.0 0.00     3 0.273 0.115
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     2 0.306 0.245
8         12         0.0 0.00     2 0.425 0.294
9         10         0.0 0.00     8 0.143 0.024
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 99.5 (34)"
        Lineup (101) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
2      Jharel Cotton  OAK     P   8200  3.2     15.250000    19.091883
3      Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4  Edwin Encarnacion  CLE    1B   4500  5.0      4.800000     3.326660
5       Jose Ramirez  CLE    2B   4000  6.0     10.875000    14.836610
6  Lonnie Chisenhall  CLE 3B/OF   3300  3.0     16.500000    13.435029
7   Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8    George Springer  HOU    OF   4700  5.0     10.727273     9.592611
9   Michael Brantley  CLE    OF   4500 18.0      8.714286     5.618846
10      Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.7 1.32    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4         10         0.0 0.00     4 0.288 0.091
5          8         0.0 0.00     5 0.431 0.279
6          2         0.0 0.00     6 0.578 0.583
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     1 0.363 0.365
9          7         0.0 0.00     3 0.332 0.135
10        11         0.0 0.00     4 0.324 0.128

[1] "Total fpts: 98.65 (35)"
       Lineup (110) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jharel Cotton  OAK     P   8200  3.20     15.250000    19.091883
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3         Yan Gomes  CLE     C   2900  7.00      4.500000     5.205766
4    Carlos Santana  CLE 1B/OF   4400  5.00      8.100000     9.527154
5     Robinson Cano  SEA    2B   4500 23.00      6.416667     7.076958
6       Kyle Seager  SEA    3B   4200  2.00      6.083333     2.874918
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8        Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9  Michael Brantley  CLE    OF   4500 18.00      8.714286     5.618846
10  Abraham Almonte  CLE    OF   3300  2.00      5.000000     2.581989
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     9 0.152 0.100
4         10         0.0 0.00     1 0.292 0.189
5         12         0.0 0.00     3 0.273 0.115
6         12         0.0 0.00     5 0.309 0.068
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9          7         0.0 0.00     3 0.332 0.135
10         4         0.0 0.00     8 0.354 0.040

[1] "Total fpts: 98.5 (36)"
        Lineup (148) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
2      Jharel Cotton  OAK   P   8200  3.2     15.250000    19.091883
3       Stephen Vogt  OAK   C   3400  5.0      4.625000     3.925648
4  Edwin Encarnacion  CLE  1B   4500  5.0      4.800000     3.326660
5      Robinson Cano  SEA  2B   4500 23.0      6.416667     7.076958
6        Kyle Seager  SEA  3B   4200  2.0      6.083333     2.874918
7       Tim Anderson  CWS  SS   3900  3.0      5.285714     5.648430
8        Nelson Cruz  SEA  OF   4600 14.0      6.333333     5.432785
9      Mitch Haniger  SEA  OF   3700  3.0     12.750000     6.047163
10      Jarrod Dyson  SEA  OF   3200 13.0      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.7 1.32    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4         10         0.0 0.00     4 0.288 0.091
5         12         0.0 0.00     3 0.273 0.115
6         12         0.0 0.00     5 0.309 0.068
7          7         0.0 0.00     2 0.183 0.070
8         12         0.0 0.00     4 0.298 0.104
9         12         0.0 0.00     2 0.425 0.294
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 98.15 (37)"
         Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC   P  10200  4.70     27.300000           NA
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3  Martin Maldonado  LAA   C   2400  6.00      4.250000     3.105295
4   Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5       Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6     Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7      Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8        Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9      Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10       Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1           6 1.25    NA 0.000 0.000
2          1           6 1.00    NA 0.000 0.000
3          8           0 0.00     9 0.271 0.036
4         10           0 0.00     3 0.461 0.317
5         11           0 0.00     3 0.369 0.064
6         11           0 0.00     1 0.339 0.113
7          7           0 0.00     2 0.183 0.070
8         11           0 0.00     3 0.422 0.326
9         11           0 0.00     4 0.324 0.128
10         4           0 0.00     2 0.246 0.087

[1] "Total fpts: 98.15 (38)"
        Lineup (26) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC   P  10200  4.70     27.300000           NA
2      Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3       Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4   Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5  Brandon Phillips  ATL  2B   3600  5.00     10.200000     9.211104
6     Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7    Dansby Swanson  ATL  SS   3400  7.00      3.700000     4.270051
8        Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9    Ender Inciarte  ATL  OF   3800  8.00      9.500000    10.554093
10    Nick Markakis  ATL  OF   3600  0.00      8.000000     4.496913
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     3 0.461 0.317
5         10         0.0 0.00     5 0.383 0.143
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.183 0.083
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     1 0.336 0.271
10        10         0.0 0.00     4 0.395 0.220

[1] "Total fpts: 97.8 (39)"
         Lineup (59) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC     P  10200  4.7     27.300000           NA
3       Stephen Vogt  OAK     C   3400  5.0      4.625000     3.925648
4   Paul Goldschmidt  ARI    1B   4700 11.0      9.384615     6.103803
5       Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6          Jake Lamb  ARI    3B   3700 16.0     10.666667     7.655460
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8         AJ Pollock  ARI    OF   3800 16.0      7.363636     7.940689
9      Yasmany Tomas  ARI    OF   3700  0.0      8.000000     7.180220
10     David Peralta  ARI    OF   3500 21.0      6.363636     8.417514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4         13         0.0 0.00     3 0.381 0.192
5          8         0.0 0.00     1 0.413 0.200
6         12         0.0 0.00     4 0.420 0.250
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     1 0.248 0.157
9         10         0.0 0.00     5 0.365 0.225
10        11         0.0 0.00     2 0.241 0.156

[1] "Total fpts: 97.55 (40)"
       Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4         Wil Myers   SD    1B   4400  6.00     10.181818    10.058014
5  Jurickson Profar  TEX 2B/3B   3200  4.00      6.000000     2.000000
6        Joey Gallo  TEX    3B   3500  4.00      8.363636     8.381798
7      Elvis Andrus  TEX    SS   3700  3.00      9.272727     8.013625
8   George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9     Shin-Soo Choo  TEX    OF   4100  8.00      7.777778     8.996913
10     Carlos Gomez  TEX    OF   3800 20.00      6.000000     7.211103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         11         0.0 0.00     2 0.450 0.346
5          5         0.0 0.00     9 0.300 0.000
6         11         0.0 0.00     8 0.332 0.256
7         11         0.0 0.00     2 0.410 0.319
8         11         0.0 0.00     1 0.363 0.365
9          9         0.0 0.00     7 0.325 0.105
10        11         0.0 0.00     1 0.290 0.234

[1] "Total fpts: 97.55 (41)"
       Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3     Austin Hedges   SD     C   2600 23.00      3.666667     5.979130
4     Anthony Rizzo  CHC    1B   5300 10.00      6.500000     5.482295
5       Ben Zobrist  CHC 2B/OF   4100  8.00      8.375000     6.864765
6       Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7   Addison Russell  CHC    SS   3600  2.00      8.800000     7.969386
8    Kyle Schwarber  CHC    OF   4400  5.00      7.200000     5.138093
9        Ben Revere  LAA    OF   3300  0.00      7.000000     4.966555
10    Manuel Margot   SD    OF   3300  7.00      7.272727     6.165889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4         10         0.0 0.00     3 0.364 0.128
5          8         0.0 0.00     4 0.326 0.158
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     5 0.299 0.192
8         10         0.0 0.00     1 0.374 0.200
9          4         0.0 0.00     2 0.246 0.087
10        11         0.0 0.00     1 0.350 0.250

[1] "Total fpts: 97.45 (42)"
       Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2       Lance Lynn  STL     P   6800 26.15      5.850000           NA
3      Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4  Marwin Gonzalez  HOU 1B/OF   3200  2.00      9.857143     6.175990
5      Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6     Alex Bregman  HOU    3B   4100  8.00      6.200000     5.116422
7     Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8       Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9   Carlos Beltran  HOU    OF   3900  0.00      6.100000     4.357624
10   Manuel Margot   SD    OF   3300  7.00      7.272727     6.165889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         5.2 1.45    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          7         0.0 0.00     7 0.358 0.321
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     6 0.313 0.048
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.295 0.065
10        11         0.0 0.00     1 0.350 0.250

[1] "Total fpts: 97 (43)"
          Lineup (71) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         John Lackey  CHC   P  10200  4.7     27.300000           NA
2          Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3  Francisco Cervelli  PIT   C   3000  5.0      6.125000     3.720119
4     Freddie Freeman  ATL  1B   4600 40.0     11.000000    12.373807
5    Brandon Phillips  ATL  2B   3600  5.0     10.200000     9.211104
6       Adonis Garcia  ATL  3B   3500  3.0      4.800000     5.159673
7      Dansby Swanson  ATL  SS   3400  7.0      3.700000     4.270051
8   Giancarlo Stanton  MIA  OF   4400  3.0      9.000000    10.165300
9        Kole Calhoun  LAA  OF   3900  2.0      6.363636     6.233341
10      Nick Markakis  ATL  OF   3600  0.0      8.000000     4.496913
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4         10         0.0 0.00     3 0.461 0.317
5         10         0.0 0.00     5 0.383 0.143
6         10         0.0 0.00     6 0.219 0.095
7         10         0.0 0.00     2 0.183 0.083
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     4 0.324 0.128
10        10         0.0 0.00     4 0.395 0.220

[1] "Total fpts: 96.55 (44)"
        Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4         Josh Bell  PIT    1B   3200  8.00      3.000000     4.472136
5       Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6    Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7    Dansby Swanson  ATL    SS   3400  7.00      3.700000     4.270051
8   George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9    Carlos Beltran  HOU    OF   3900  0.00      6.100000     4.357624
10     Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          8         0.0 0.00     5 0.224 0.063
5         11         0.0 0.00     3 0.369 0.064
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.183 0.083
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     4 0.295 0.065
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 94.8 (45)"
         Lineup (38) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC   P  10200  4.7     27.300000           NA
3        Kurt Suzuki  ATL   C   2500  5.0      3.666667     3.214550
4    Freddie Freeman  ATL  1B   4600 40.0     11.000000    12.373807
5   Brandon Phillips  ATL  2B   3600  5.0     10.200000     9.211104
6      Adonis Garcia  ATL  3B   3500  3.0      4.800000     5.159673
7  Andrelton Simmons  LAA  SS   3200  0.0      6.300000     5.250397
8         Mike Trout  LAA  OF   5400 13.0      9.909091     5.009083
9      Nick Markakis  ATL  OF   3600  0.0      8.000000     4.496913
10        Matt Joyce  OAK  OF   2600  0.0      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          3         0.0 0.00     7 0.226 0.000
4         10         0.0 0.00     3 0.461 0.317
5         10         0.0 0.00     5 0.383 0.143
6         10         0.0 0.00     6 0.219 0.095
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.395 0.220
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 94.4 (46)"
        Lineup (47) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3         Yan Gomes  CLE     C   2900  7.0      4.500000     5.205766
4    Carlos Santana  CLE 1B/OF   4400  5.0      8.100000     9.527154
5      Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6     Yunel Escobar  LAA    3B   3300  2.0      7.636364     8.333939
7  Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8  Michael Brantley  CLE    OF   4500 18.0      8.714286     5.618846
9      Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
10  Abraham Almonte  CLE    OF   3300  2.0      5.000000     2.581989
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          6         0.0 0.00     9 0.152 0.100
4         10         0.0 0.00     1 0.292 0.189
5          8         0.0 0.00     1 0.413 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8          7         0.0 0.00     3 0.332 0.135
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     8 0.354 0.040

[1] "Total fpts: 93 (47)"
         Lineup (76) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC   P  10200  4.7     27.300000           NA
2         Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3        Mike Zunino  SEA   C   3000  0.0      3.875000     2.100170
4          Wil Myers   SD  1B   4400  6.0     10.181818    10.058014
5      Robinson Cano  SEA  2B   4500 23.0      6.416667     7.076958
6      Yunel Escobar  LAA  3B   3300  2.0      7.636364     8.333939
7  Andrelton Simmons  LAA  SS   3200  0.0      6.300000     5.250397
8        Nelson Cruz  SEA  OF   4600 14.0      6.333333     5.432785
9      Mitch Haniger  SEA  OF   3700  3.0     12.750000     6.047163
10      Jarrod Dyson  SEA  OF   3200 13.0      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     9 0.220 0.059
4         11         0.0 0.00     2 0.450 0.346
5         12         0.0 0.00     3 0.273 0.115
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     6 0.336 0.095
8         12         0.0 0.00     4 0.298 0.104
9         12         0.0 0.00     2 0.425 0.294
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 92.8 (48)"
          Lineup (9) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC   P  10200  4.7     27.300000           NA
3      Austin Hedges   SD   C   2600 23.0      3.666667     5.979130
4          Wil Myers   SD  1B   4400  6.0     10.181818    10.058014
5  Yangervis Solarte   SD  2B   3400  5.0      5.818182     7.573879
6       Ryan Schimpf   SD  3B   3500  4.0      7.600000     8.085653
7  Andrelton Simmons  LAA  SS   3200  0.0      6.300000     5.250397
8         Mike Trout  LAA  OF   5400 13.0      9.909091     5.009083
9       Josh Reddick  HOU  OF   3700 13.0      5.250000     5.800246
10    Hunter Renfroe   SD  OF   3200  0.0      6.454545     7.285103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     3 0.312 0.167
6         10         0.0 0.00     5 0.354 0.273
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9          8         0.0 0.00     2 0.274 0.030
10        11         0.0 0.00     4 0.305 0.216

[1] "Total fpts: 92.75 (49)"
        Lineup (103) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2   Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3      Austin Hedges   SD   C   2600 23.00      3.666667     5.979130
4          Wil Myers   SD  1B   4400  6.00     10.181818    10.058014
5  Yangervis Solarte   SD  2B   3400  5.00      5.818182     7.573879
6       Ryan Schimpf   SD  3B   3500  4.00      7.600000     8.085653
7   Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8     Starling Marte  PIT  OF   4600  0.00      8.200000    10.622827
9       Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10    Hunter Renfroe   SD  OF   3200  0.00      6.454545     7.285103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     3 0.312 0.167
6         10         0.0 0.00     5 0.354 0.273
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     2 0.310 0.140
9         11         0.0 0.00     4 0.324 0.128
10        11         0.0 0.00     4 0.305 0.216

[1] "Total fpts: 92.75 (50)"
       Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Kevan Smith  CWS     C   2400  7.00      0.000000     0.000000
4     Anthony Rizzo  CHC    1B   5300 10.00      6.500000     5.482295
5       Ben Zobrist  CHC 2B/OF   4100  8.00      8.375000     6.864765
6       Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7   Addison Russell  CHC    SS   3600  2.00      8.800000     7.969386
8        Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9     Jason Heyward  CHC    OF   3300  5.00      6.111111     4.400126
10      Aaron Hicks  NYY    OF   3200  2.00     13.833333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          2         0.0 0.00     8 0.000 0.000
4         10         0.0 0.00     3 0.364 0.128
5          8         0.0 0.00     4 0.326 0.158
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     5 0.299 0.192
8         11         0.0 0.00     3 0.422 0.326
9          9         0.0 0.00     6 0.312 0.048
10         6         0.0 0.00     2 0.502 0.455

[1] "Total fpts: 92 (51)"
       Lineup (108) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.7     27.300000           NA
2        Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3        Eric Fryer  STL     C   2500  0.0      2.000000           NA
4     Jose Martinez  STL 1B/OF   2900  5.0      4.500000     2.121320
5     Robinson Cano  SEA    2B   4500 23.0      6.416667     7.076958
6       Greg Garcia  STL 3B/SS   2800  0.0     10.000000     2.828427
7      Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8  Stephen Piscotty  STL    OF   4200  3.0      8.666667     9.420722
9    Randal Grichuk  STL    OF   3900 13.0      5.600000     7.676805
10     Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          1         0.0 0.00     7 0.356 0.250
4          2         0.0 0.00     5 0.537 0.167
5         12         0.0 0.00     3 0.273 0.115
6          2         0.0 0.00     6 0.425 0.000
7          7         0.0 0.00     2 0.183 0.070
8          9         0.0 0.00     3 0.388 0.226
9         10         0.0 0.00     4 0.248 0.182
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 91.8 (52)"
        Lineup (43) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3       Mike Zunino  SEA     C   3000  0.0      3.875000     2.100170
4           CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5     Robinson Cano  SEA    2B   4500 23.0      6.416667     7.076958
6    Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7  Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8     Mitch Haniger  SEA    OF   3700  3.0     12.750000     6.047163
9     Leonys Martin  SEA    OF   3400 10.0      4.000000     5.011099
10     Jarrod Dyson  SEA    OF   3200 13.0      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     9 0.220 0.059
4          5         0.0 0.00     5 0.295 0.039
5         12         0.0 0.00     3 0.273 0.115
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.463 0.340
8         12         0.0 0.00     2 0.425 0.294
9         10         0.0 0.00     8 0.143 0.024
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 91.55 (53)"
      Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2     Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3       Jett Bandy  MIL   C   2700 22.00      6.500000     5.244044
4          CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5      Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6      Travis Shaw  MIL  3B   3600  0.00      8.454545     6.234800
7    Orlando Arcia  MIL  SS   3500  0.00      4.363636     4.544727
8       Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9     Keon Broxton  MIL  OF   3900  0.00      5.875000     7.809106
10 Domingo Santana  MIL  OF   3800 10.00      9.555556     5.547772
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     7 0.318 0.167
4          5         0.0 0.00     5 0.295 0.039
5         11         0.0 0.00     3 0.369 0.064
6         11         0.0 0.00     4 0.335 0.283
7         11         0.0 0.00     8 0.233 0.053
8         11         0.0 0.00     3 0.422 0.326
9          8         0.0 0.00     6 0.252 0.129
10         9         0.0 0.00     5 0.370 0.263

[1] "Total fpts: 90.75 (54)"
        Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4           CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5     Robinson Cano  SEA  2B   4500 23.00      6.416667     7.076958
6     Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7      Aledmys Diaz  STL  SS   4200  0.00      8.500000    12.331081
8        Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9      Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10       Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          5         0.0 0.00     5 0.295 0.039
5         12         0.0 0.00     3 0.273 0.115
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 90.75 (55)"
          Lineup (73) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2    Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3  Francisco Cervelli  PIT   C   3000  5.00      6.125000     3.720119
4          Jose Abreu  CWS  1B   4600  0.00      3.750000     4.682795
5        Jose Ramirez  CLE  2B   4000  6.00     10.875000    14.836610
6       Matt Davidson  CWS  3B   3300  5.00     10.600000     6.580274
7        Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8          Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9       Melky Cabrera  CWS  OF   4300  8.00      5.800000     4.816638
10     Avisail Garcia  CWS  OF   3600  5.00     12.750000    10.753737
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          8         0.0 0.00     4 0.212 0.023
5          8         0.0 0.00     5 0.431 0.279
6          5         0.0 0.00     6 0.478 0.444
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     3 0.422 0.326
9          5         0.0 0.00     3 0.315 0.129
10         8         0.0 0.00     5 0.511 0.209

[1] "Total fpts: 90.55 (56)"
         Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3        Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4      Jose Martinez  STL 1B/OF   2900  5.00      4.500000     2.121320
5        Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6       Alex Bregman  HOU    3B   4100  8.00      6.200000     5.116422
7  Andrelton Simmons  LAA    SS   3200  0.00      6.300000     5.250397
8         Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9     Carlos Beltran  HOU    OF   3900  0.00      6.100000     4.357624
10      Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          2         0.0 0.00     5 0.537 0.167
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     6 0.313 0.048
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.295 0.065
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 90.4 (57)"
         Lineup (10) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3       Stephen Vogt  OAK     C   3400  5.0      4.625000     3.925648
4            CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5       Martin Prado  MIA 2B/3B   3300  3.0           NaN           NA
6          Jake Lamb  ARI    3B   3700 16.0     10.666667     7.655460
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8         Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9       Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
10        Ben Revere  LAA    OF   3300  0.0      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          5         0.0 0.00     5 0.295 0.039
5          0         0.0 0.00     2 0.000 0.000
6         12         0.0 0.00     4 0.420 0.250
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 90.4 (58)"
      Lineup (83) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2      Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3     Evan Gattis  HOU     C   4000  5.0      5.833333     7.222650
4      Jose Abreu  CWS    1B   4600  0.0      3.750000     4.682795
5    Martin Prado  MIA 2B/3B   3300  3.0           NaN           NA
6  Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7    Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8   Melky Cabrera  CWS    OF   4300  8.0      5.800000     4.816638
9    Jarrod Dyson  SEA    OF   3200 13.0      6.200000     3.675746
10      Jacob May  CWS    OF   2900  0.0      0.500000     1.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          8         0.0 0.00     4 0.212 0.023
5          0         0.0 0.00     2 0.000 0.000
6          5         0.0 0.00     1 0.319 0.074
7          7         0.0 0.00     2 0.183 0.070
8          5         0.0 0.00     3 0.315 0.129
9         10         0.0 0.00     1 0.252 0.050
10         4         0.0 0.00     9 0.061 0.000

[1] "Total fpts: 90.4 (59)"
         Lineup (91) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3    Jonathan Lucroy  TEX     C   3900  0.0      6.625000     7.909082
4            CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5   Jurickson Profar  TEX 2B/3B   3200  4.0      6.000000     2.000000
6         Joey Gallo  TEX    3B   3500  4.0      8.363636     8.381798
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
9      Shin-Soo Choo  TEX    OF   4100  8.0      7.777778     8.996913
10      Carlos Gomez  TEX    OF   3800 20.0      6.000000     7.211103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4          5         0.0 0.00     5 0.295 0.039
5          5         0.0 0.00     9 0.300 0.000
6         11         0.0 0.00     8 0.332 0.256
7         10         0.0 0.00     6 0.336 0.095
8         10         0.0 0.00     4 0.341 0.222
9          9         0.0 0.00     7 0.325 0.105
10        11         0.0 0.00     1 0.290 0.234

[1] "Total fpts: 90.15 (60)"
         Lineup (39) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC   P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3      Austin Romine  NYY   C   2800  2.00     10.000000     6.892024
4       Chris Carter  NYY  1B   4300  0.00      5.800000     4.324350
5     Starlin Castro  NYY  2B   3700 17.00      7.500000     5.760366
6      Chase Headley  NYY  3B   3400  9.00     10.750000     7.149380
7   Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8         Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9  Giancarlo Stanton  MIA  OF   4400  3.00      9.000000    10.165300
10       Aaron Judge  NYY  OF   3900 21.00      9.700000     9.661493
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          5         0.0 0.00     8 0.443 0.263
4          5         0.0 0.00     7 0.228 0.091
5         12         0.0 0.00     4 0.366 0.146
6         12         0.0 0.00     5 0.498 0.205
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.341 0.222
10        10         0.0 0.00     6 0.387 0.333

[1] "Total fpts: 89.55 (61)"
         Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2   Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3        Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4  Edwin Encarnacion  CLE    1B   4500  5.00      4.800000     3.326660
5       Jose Ramirez  CLE    2B   4000  6.00     10.875000    14.836610
6  Lonnie Chisenhall  CLE 3B/OF   3300  3.00     16.500000    13.435029
7   Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8   Michael Brantley  CLE    OF   4500 18.00      8.714286     5.618846
9  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
10        Matt Joyce  OAK    OF   2600  0.00      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     4 0.288 0.091
5          8         0.0 0.00     5 0.431 0.279
6          2         0.0 0.00     6 0.578 0.583
7         10         0.0 0.00     2 0.463 0.340
8          7         0.0 0.00     3 0.332 0.135
9         10         0.0 0.00     4 0.341 0.222
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 89.55 (62)"
       Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2     Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3     Stephen Vogt  OAK   C   3400  5.00      4.625000     3.925648
4  Freddie Freeman  ATL  1B   4600 40.00     11.000000    12.373807
5       Jed Lowrie  OAK  2B   2900  2.00      7.400000     7.748835
6      Kris Bryant  CHC  3B   5000  0.00      9.600000    10.479610
7     Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8      Khris Davis  OAK  OF   4100  0.00      9.600000     6.801961
9      Rajai Davis  OAK  OF   3900  2.00      8.111111     7.287737
10      Matt Joyce  OAK  OF   2600  0.00      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4         10         0.0 0.00     3 0.461 0.317
5         10         0.0 0.00     3 0.369 0.163
6         10         0.0 0.00     2 0.349 0.208
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     4 0.462 0.426
9          9         0.0 0.00     1 0.269 0.195
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 88.8 (63)"
      Lineup (32) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2     John Lackey  CHC     P  10200  4.7     27.300000           NA
3   Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4      Jose Abreu  CWS    1B   4600  0.0      3.750000     4.682795
5    Martin Prado  MIA 2B/3B   3300  3.0           NaN           NA
6   Matt Davidson  CWS    3B   3300  5.0     10.600000     6.580274
7    Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8   Melky Cabrera  CWS    OF   4300  8.0      5.800000     4.816638
9    Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
10 Avisail Garcia  CWS    OF   3600  5.0     12.750000    10.753737
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4          8         0.0 0.00     4 0.212 0.023
5          0         0.0 0.00     2 0.000 0.000
6          5         0.0 0.00     6 0.478 0.444
7          7         0.0 0.00     2 0.183 0.070
8          5         0.0 0.00     3 0.315 0.129
9          8         0.0 0.00     2 0.274 0.030
10         8         0.0 0.00     5 0.511 0.209

[1] "Total fpts: 88.4 (64)"
         Lineup (17) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2         Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3   Martin Maldonado  LAA   C   2400  6.0      4.250000     3.105295
4          Wil Myers   SD  1B   4400  6.0     10.181818    10.058014
5  Yangervis Solarte   SD  2B   3400  5.0      5.818182     7.573879
6      Yunel Escobar  LAA  3B   3300  2.0      7.636364     8.333939
7       Elvis Andrus  TEX  SS   3700  3.0      9.272727     8.013625
8         Mike Trout  LAA  OF   5400 13.0      9.909091     5.009083
9       Kole Calhoun  LAA  OF   3900  2.0      6.363636     6.233341
10        Ben Revere  LAA  OF   3300  0.0      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     3 0.312 0.167
6         11         0.0 0.00     1 0.339 0.113
7         11         0.0 0.00     2 0.410 0.319
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 88.15 (65)"
           Lineup (6) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         John Lackey  CHC     P  10200  4.70     27.300000           NA
2        Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3  Francisco Cervelli  PIT     C   3000  5.00      6.125000     3.720119
4   Edwin Encarnacion  CLE    1B   4500  5.00      4.800000     3.326660
5        Jose Ramirez  CLE    2B   4000  6.00     10.875000    14.836610
6   Lonnie Chisenhall  CLE 3B/OF   3300  3.00     16.500000    13.435029
7    Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8          Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9    Michael Brantley  CLE    OF   4500 18.00      8.714286     5.618846
10       Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4         10         0.0 0.00     4 0.288 0.091
5          8         0.0 0.00     5 0.431 0.279
6          2         0.0 0.00     6 0.578 0.583
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9          7         0.0 0.00     3 0.332 0.135
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 87.5 (66)"
     Lineup (115) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
2   Jharel Cotton  OAK     P   8200  3.2     15.250000    19.091883
3   Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4      Jose Abreu  CWS    1B   4600  0.0      3.750000     4.682795
5     Jose Altuve  HOU    2B   5100  9.0      9.727273     9.263810
6  Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7    Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8   Melky Cabrera  CWS    OF   4300  8.0      5.800000     4.816638
9    Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
10 Avisail Garcia  CWS    OF   3600  5.0     12.750000    10.753737
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.7 1.32    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4          8         0.0 0.00     4 0.212 0.023
5         11         0.0 0.00     3 0.369 0.064
6          5         0.0 0.00     1 0.319 0.074
7          7         0.0 0.00     2 0.183 0.070
8          5         0.0 0.00     3 0.315 0.129
9         11         0.0 0.00     4 0.324 0.128
10         8         0.0 0.00     5 0.511 0.209

[1] "Total fpts: 87.35 (67)"
       Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jharel Cotton  OAK     P   8200  3.20     15.250000    19.091883
2        Lance Lynn  STL     P   6800 26.15      5.850000           NA
3  Martin Maldonado  LAA     C   2400  6.00      4.250000     3.105295
4    Carlos Santana  CLE 1B/OF   4400  5.00      8.100000     9.527154
5     Robinson Cano  SEA    2B   4500 23.00      6.416667     7.076958
6     Yunel Escobar  LAA    3B   3300  2.00      7.636364     8.333939
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8        Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9      Kole Calhoun  LAA    OF   3900  2.00      6.363636     6.233341
10       Ben Revere  LAA    OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          1         5.2 1.45    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4         10         0.0 0.00     1 0.292 0.189
5         12         0.0 0.00     3 0.273 0.115
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 86.55 (68)"
        Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4   Marwin Gonzalez  HOU 1B/OF   3200  2.00      9.857143     6.175990
5       Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6      Alex Bregman  HOU    3B   4100  8.00      6.200000     5.116422
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8       Khris Davis  OAK    OF   4100  0.00      9.600000     6.801961
9    Carlos Beltran  HOU    OF   3900  0.00      6.100000     4.357624
10     Jarrod Dyson  SEA    OF   3200 13.00      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          7         0.0 0.00     7 0.358 0.321
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     6 0.313 0.048
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     4 0.462 0.426
9         10         0.0 0.00     4 0.295 0.065
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 85.4 (69)"
          Lineup (41) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Salazar  CLE     P  10300 24.1        22.325     7.035712
2          Robbie Ray  ARI     P   9800 27.3        22.375    10.217693
3  Francisco Cervelli  PIT     C   3000  5.0         6.125     3.720119
4           Josh Bell  PIT    1B   3200  8.0         3.000     4.472136
5        Martin Prado  MIA 2B/3B   3300  3.0           NaN           NA
6        David Freese  PIT    3B   3000  2.0         6.250     5.994045
7        Aledmys Diaz  STL    SS   4200  0.0         8.500    12.331081
8      Starling Marte  PIT    OF   4600  0.0         8.200    10.622827
9    Andrew McCutchen  PIT    OF   4400  3.0         6.900     6.640783
10       Josh Reddick  HOU    OF   3700 13.0         5.250     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          8         0.0 0.00     5 0.224 0.063
5          0         0.0 0.00     2 0.000 0.000
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     2 0.310 0.140
9         10         0.0 0.00     3 0.315 0.188
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 84.9 (70)"
          Lineup (93) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
2        Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3  Francisco Cervelli  PIT     C   3000  5.00      6.125000     3.720119
4           Josh Bell  PIT    1B   3200  8.00      3.000000     4.472136
5       Josh Harrison  PIT 2B/3B   3600  4.00      6.625000     4.373214
6        David Freese  PIT    3B   3000  2.00      6.250000     5.994045
7        Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8          Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9    Michael Brantley  CLE    OF   4500 18.00      8.714286     5.618846
10   Andrew McCutchen  PIT    OF   4400  3.00      6.900000     6.640783
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.00    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          8         0.0 0.00     5 0.224 0.063
5          8         0.0 0.00     7 0.336 0.108
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9          7         0.0 0.00     3 0.332 0.135
10        10         0.0 0.00     3 0.315 0.188

[1] "Total fpts: 84.8 (71)"
        Lineup (40) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3     Austin Romine  NYY     C   2800  2.0     10.000000     6.892024
4     Matt Holliday  NYY 1B/OF   4100 18.0      6.900000     7.651434
5        Pete Kozma  NYY 2B/SS   3200  5.0      2.000000           NA
6        Yandy Diaz  CLE    3B   2700  3.0      5.300000     3.465705
7  Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8        Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9   Jacoby Ellsbury  NYY    OF   3900  6.0      7.909091     5.557959
10      Aaron Hicks  NYY    OF   3200  2.0     13.833333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          5         0.0 0.00     8 0.443 0.263
4         10         0.0 0.00     3 0.375 0.152
5          1         0.0 0.00     9 0.240 0.000
6         10         0.0 0.00     7 0.282 0.023
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     1 0.347 0.119
10         6         0.0 0.00     2 0.502 0.455

[1] "Total fpts: 84.55 (72)"
        Lineup (79) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3   Jonathan Lucroy  TEX   C   3900  0.00      6.625000     7.909082
4       Mike Napoli  TEX  1B   3800  9.00      5.727273     6.915069
5      Rougned Odor  TEX  2B   4100  3.00      5.454545     6.154082
6       Kyle Seager  SEA  3B   4200  2.00      6.083333     2.874918
7      Elvis Andrus  TEX  SS   3700  3.00      9.272727     8.013625
8    Starling Marte  PIT  OF   4600  0.00      8.200000    10.622827
9      Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10     Nomar Mazara  TEX  OF   3600 23.00     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         11         0.0 0.00     4 0.252 0.156
5         11         0.0 0.00     5 0.299 0.271
6         12         0.0 0.00     5 0.309 0.068
7         11         0.0 0.00     2 0.410 0.319
8         10         0.0 0.00     2 0.310 0.140
9         11         0.0 0.00     4 0.324 0.128
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 83.8 (73)"
         Lineup (3) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3  Martin Maldonado  LAA     C   2400  6.0      4.250000     3.105295
4     Matt Holliday  NYY 1B/OF   4100 18.0      6.900000     7.651434
5    Danny Espinosa  LAA    2B   3000  3.0      7.454545     8.250620
6     Yunel Escobar  LAA    3B   3300  2.0      7.636364     8.333939
7      Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8        Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9      Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
10       Ben Revere  LAA    OF   3300  0.0      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4         10         0.0 0.00     3 0.375 0.152
5         11         0.0 0.00     8 0.265 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9          8         0.0 0.00     2 0.274 0.030
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 83.8 (74)"
         Lineup (21) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC     P  10200  4.7     27.300000           NA
3         Eric Fryer  STL     C   2500  0.0      2.000000           NA
4      Jose Martinez  STL 1B/OF   2900  5.0      4.500000     2.121320
5        Kolten Wong  STL    2B   3200 14.0      3.500000     3.507136
6        Greg Garcia  STL 3B/SS   2800  0.0     10.000000     2.828427
7   Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8         Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
10    Randal Grichuk  STL    OF   3900 13.0      5.600000     7.676805
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          1         0.0 0.00     7 0.356 0.250
4          2         0.0 0.00     5 0.537 0.167
5          6         0.0 0.00     8 0.231 0.074
6          2         0.0 0.00     6 0.425 0.000
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.341 0.222
10        10         0.0 0.00     4 0.248 0.182

[1] "Total fpts: 83.8 (75)"
      Lineup (58) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2     John Lackey  CHC     P  10200  4.7     27.300000           NA
3     Mike Zunino  SEA     C   3000  0.0      3.875000     2.100170
4  Danny Valencia  SEA    1B   3500  2.0      4.090909     3.207945
5    Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6   Taylor Motter  SEA 3B/SS   3400 17.0     11.166667     9.064583
7    Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8      Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9   Leonys Martin  SEA    OF   3400 10.0      4.000000     5.011099
10   Jarrod Dyson  SEA    OF   3200 13.0      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     9 0.220 0.059
4         11         0.0 0.00     7 0.214 0.087
5          8         0.0 0.00     1 0.413 0.200
6          6         0.0 0.00     6 0.441 0.417
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     8 0.143 0.024
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 83.75 (76)"
        Lineup (92) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3         Yan Gomes  CLE     C   2900  7.00      4.500000     5.205766
4    Carlos Santana  CLE 1B/OF   4400  5.00      8.100000     9.527154
5       Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6        Yandy Diaz  CLE    3B   2700  3.00      5.300000     3.465705
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8   George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9    Starling Marte  PIT    OF   4600  0.00      8.200000    10.622827
10  Abraham Almonte  CLE    OF   3300  2.00      5.000000     2.581989
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     9 0.152 0.100
4         10         0.0 0.00     1 0.292 0.189
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     7 0.282 0.023
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     2 0.310 0.140
10         4         0.0 0.00     8 0.354 0.040

[1] "Total fpts: 83.55 (77)"
       Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2      Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3     Austin Romine  NYY     C   2800  2.00     10.000000     6.892024
4      Chris Carter  NYY    1B   4300  0.00      5.800000     4.324350
5        Pete Kozma  NYY 2B/SS   3200  5.00      2.000000           NA
6       Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8   George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9   Jacoby Ellsbury  NYY    OF   3900  6.00      7.909091     5.557959
10      Aaron Judge  NYY    OF   3900 21.00      9.700000     9.661493
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          5         0.0 0.00     8 0.443 0.263
4          5         0.0 0.00     7 0.228 0.091
5          1         0.0 0.00     9 0.240 0.000
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     1 0.363 0.365
9         11         0.0 0.00     1 0.347 0.119
10        10         0.0 0.00     6 0.387 0.333

[1] "Total fpts: 81.9 (78)"
        Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3        Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4      Anthony Rizzo  CHC    1B   5300 10.00      6.500000     5.482295
5        Ben Zobrist  CHC 2B/OF   4100  8.00      8.375000     6.864765
6        Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7  Andrelton Simmons  LAA    SS   3200  0.00      6.300000     5.250397
8         Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9     Kyle Schwarber  CHC    OF   4400  5.00      7.200000     5.138093
10     Albert Almora  CHC    OF   3200  9.00      8.333333     7.571878
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.00    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         10         0.0 0.00     3 0.364 0.128
5          8         0.0 0.00     4 0.326 0.158
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     1 0.374 0.200
10         3         0.0 0.00     9 0.422 0.071

[1] "Total fpts: 81.55 (79)"
         Lineup (74) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2   Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3    Yasmani Grandal  LAD     C   3500  3.00      7.333333     9.151503
4      Matt Holliday  NYY 1B/OF   4100 18.00      6.900000     7.651434
5     Logan Forsythe  LAD 2B/3B   3800  4.00      8.111111     6.153138
6      Justin Turner  LAD    3B   3700  7.00      9.100000     6.436873
7       Corey Seager  LAD    SS   4400  0.00      8.909091     8.653953
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9       Kole Calhoun  LAA    OF   3900  2.00      6.363636     6.233341
10       Yasiel Puig  LAD    OF   3900  2.00      8.636364     9.542251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          9         0.0 0.00     5 0.358 0.212
4         10         0.0 0.00     3 0.375 0.152
5          9         0.0 0.00     1 0.357 0.048
6         10         0.0 0.00     3 0.432 0.163
7         11         0.0 0.00     2 0.386 0.225
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     4 0.324 0.128
10        11         0.0 0.00     4 0.450 0.349

[1] "Total fpts: 81.4 (80)"
        Lineup (112) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2         Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3        JT Realmuto  MIA   C   3400  0.0      9.750000     7.778175
4        Justin Bour  MIA  1B   3000  0.0      5.000000     4.594683
5  Yangervis Solarte   SD  2B   3400  5.0      5.818182     7.573879
6        Kyle Seager  SEA  3B   4200  2.0      6.083333     2.874918
7       Tim Anderson  CWS  SS   3900  3.0      5.285714     5.648430
8  Giancarlo Stanton  MIA  OF   4400  3.0      9.000000    10.165300
9   Christian Yelich  MIA  OF   4100 17.0      9.090909     8.166450
10     Marcell Ozuna  MIA  OF   3500  0.0     13.727273    11.671255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.472 0.263
4         10         0.0 0.00     7 0.253 0.119
5         11         0.0 0.00     3 0.312 0.167
6         12         0.0 0.00     5 0.309 0.068
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     3 0.277 0.115
10        11         0.0 0.00     5 0.496 0.340

[1] "Total fpts: 81.15 (81)"
         Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3        Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4   Paul Goldschmidt  ARI    1B   4700 11.00      9.384615     6.103803
5    Daniel Descalso  ARI 2B/3B   2400  0.00      4.250000     4.193249
6          Jake Lamb  ARI    3B   3700 16.00     10.666667     7.655460
7   Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9      Yasmany Tomas  ARI    OF   3700  0.00      8.000000     7.180220
10     David Peralta  ARI    OF   3500 21.00      6.363636     8.417514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         13         0.0 0.00     3 0.381 0.192
5          4         0.0 0.00     6 0.231 0.000
6         12         0.0 0.00     4 0.420 0.250
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     4 0.341 0.222
9         10         0.0 0.00     5 0.365 0.225
10        11         0.0 0.00     2 0.241 0.156

[1] "Total fpts: 81 (82)"
         Lineup (66) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.7     27.300000           NA
2         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3      Austin Romine  NYY     C   2800  2.0     10.000000     6.892024
4       Chris Carter  NYY    1B   4300  0.0      5.800000     4.324350
5         Pete Kozma  NYY 2B/SS   3200  5.0      2.000000           NA
6      Yunel Escobar  LAA    3B   3300  2.0      7.636364     8.333939
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8         Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9    Jacoby Ellsbury  NYY    OF   3900  6.0      7.909091     5.557959
10       Aaron Judge  NYY    OF   3900 21.0      9.700000     9.661493
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          5         0.0 0.00     8 0.443 0.263
4          5         0.0 0.00     7 0.228 0.091
5          1         0.0 0.00     9 0.240 0.000
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     1 0.347 0.119
10        10         0.0 0.00     6 0.387 0.333

[1] "Total fpts: 80.8 (83)"
        Lineup (12) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3         Yan Gomes  CLE     C   2900  7.0      4.500000     5.205766
4    Carlos Santana  CLE 1B/OF   4400  5.0      8.100000     9.527154
5        Jed Lowrie  OAK    2B   2900  2.0      7.400000     7.748835
6        Yandy Diaz  CLE    3B   2700  3.0      5.300000     3.465705
7  Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8        Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9      Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
10  Abraham Almonte  CLE    OF   3300  2.0      5.000000     2.581989
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          6         0.0 0.00     9 0.152 0.100
4         10         0.0 0.00     1 0.292 0.189
5         10         0.0 0.00     3 0.369 0.163
6         10         0.0 0.00     7 0.282 0.023
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9          8         0.0 0.00     2 0.274 0.030
10         4         0.0 0.00     8 0.354 0.040

[1] "Total fpts: 80.8 (84)"
     Lineup (55) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2    John Lackey  CHC     P  10200  4.7     27.300000           NA
3  Austin Romine  NYY     C   2800  2.0     10.000000     6.892024
4   Chris Carter  NYY    1B   4300  0.0      5.800000     4.324350
5     Pete Kozma  NYY 2B/SS   3200  5.0      2.000000           NA
6  Chase Headley  NYY    3B   3400  9.0     10.750000     7.149380
7   Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8    Aaron Judge  NYY    OF   3900 21.0      9.700000     9.661493
9   Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
10  Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          5         0.0 0.00     8 0.443 0.263
4          5         0.0 0.00     7 0.228 0.091
5          1         0.0 0.00     9 0.240 0.000
6         12         0.0 0.00     5 0.498 0.205
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     6 0.387 0.333
9         11         0.0 0.00     4 0.324 0.128
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 80.8 (85)"
        Lineup (62) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC   P  10200  4.7     27.300000           NA
3   Jonathan Lucroy  TEX   C   3900  0.0      6.625000     7.909082
4       Mike Napoli  TEX  1B   3800  9.0      5.727273     6.915069
5      Rougned Odor  TEX  2B   4100  3.0      5.454545     6.154082
6      David Freese  PIT  3B   3000  2.0      6.250000     5.994045
7  Francisco Lindor  CLE  SS   4200  7.0     12.000000    12.560962
8     Shin-Soo Choo  TEX  OF   4100  8.0      7.777778     8.996913
9      Nomar Mazara  TEX  OF   3600 23.0     11.545455    10.122881
10       Matt Joyce  OAK  OF   2600  0.0      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         11         0.0 0.00     4 0.252 0.156
5         11         0.0 0.00     5 0.299 0.271
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     2 0.463 0.340
8          9         0.0 0.00     7 0.325 0.105
9         11         0.0 0.00     3 0.422 0.280
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 80 (86)"
     Lineup (138) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     John Lackey  CHC   P  10200  4.7     27.300000           NA
2      Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3     Mike Zunino  SEA   C   3000  0.0      3.875000     2.100170
4  Danny Valencia  SEA  1B   3500  2.0      4.090909     3.207945
5     Jose Altuve  HOU  2B   5100  9.0      9.727273     9.263810
6    Alex Bregman  HOU  3B   4100  8.0      6.200000     5.116422
7    Tim Anderson  CWS  SS   3900  3.0      5.285714     5.648430
8   Mitch Haniger  SEA  OF   3700  3.0     12.750000     6.047163
9   Leonys Martin  SEA  OF   3400 10.0      4.000000     5.011099
10   Jarrod Dyson  SEA  OF   3200 13.0      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     9 0.220 0.059
4         11         0.0 0.00     7 0.214 0.087
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     6 0.313 0.048
7          7         0.0 0.00     2 0.183 0.070
8         12         0.0 0.00     2 0.425 0.294
9         10         0.0 0.00     8 0.143 0.024
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 79.15 (87)"
         Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3    Jonathan Lucroy  TEX     C   3900  0.00      6.625000     7.909082
4        Mike Napoli  TEX    1B   3800  9.00      5.727273     6.915069
5       Rougned Odor  TEX    2B   4100  3.00      5.454545     6.154082
6     Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7       Elvis Andrus  TEX    SS   3700  3.00      9.272727     8.013625
8         Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
10      Nomar Mazara  TEX    OF   3600 23.00     11.545455    10.122881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         11         0.0 0.00     4 0.252 0.156
5         11         0.0 0.00     5 0.299 0.271
6          5         0.0 0.00     1 0.319 0.074
7         11         0.0 0.00     2 0.410 0.319
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.341 0.222
10        11         0.0 0.00     3 0.422 0.280

[1] "Total fpts: 79.15 (88)"
         Lineup (49) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3    Jonathan Lucroy  TEX     C   3900  0.00      6.625000     7.909082
4  Edwin Encarnacion  CLE    1B   4500  5.00      4.800000     3.326660
5   Jurickson Profar  TEX 2B/3B   3200  4.00      6.000000     2.000000
6         Joey Gallo  TEX    3B   3500  4.00      8.363636     8.381798
7   Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8         Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9      Shin-Soo Choo  TEX    OF   4100  8.00      7.777778     8.996913
10      Carlos Gomez  TEX    OF   3800 20.00      6.000000     7.211103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         10         0.0 0.00     4 0.288 0.091
5          5         0.0 0.00     9 0.300 0.000
6         11         0.0 0.00     8 0.332 0.256
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9          9         0.0 0.00     7 0.325 0.105
10        11         0.0 0.00     1 0.290 0.234

[1] "Total fpts: 78.4 (89)"
         Lineup (87) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3    Jonathan Lucroy  TEX     C   3900  0.0      6.625000     7.909082
4      Jose Martinez  STL 1B/OF   2900  5.0      4.500000     2.121320
5       Martin Prado  MIA 2B/3B   3300  3.0           NaN           NA
6        Greg Garcia  STL 3B/SS   2800  0.0     10.000000     2.828427
7       Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
9   Stephen Piscotty  STL    OF   4200  3.0      8.666667     9.420722
10    Randal Grichuk  STL    OF   3900 13.0      5.600000     7.676805
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4          2         0.0 0.00     5 0.537 0.167
5          0         0.0 0.00     2 0.000 0.000
6          2         0.0 0.00     6 0.425 0.000
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9          9         0.0 0.00     3 0.388 0.226
10        10         0.0 0.00     4 0.248 0.182

[1] "Total fpts: 78.15 (90)"
     Lineup (48) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    John Lackey  CHC   P  10200  4.70     27.300000           NA
2   Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3    Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4        CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5  Robinson Cano  SEA  2B   4500 23.00      6.416667     7.076958
6    Kyle Seager  SEA  3B   4200  2.00      6.083333     2.874918
7   Aledmys Diaz  STL  SS   4200  0.00      8.500000    12.331081
8    Nelson Cruz  SEA  OF   4600 14.00      6.333333     5.432785
9  Mitch Haniger  SEA  OF   3700  3.00     12.750000     6.047163
10  Jarrod Dyson  SEA  OF   3200 13.00      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          5         0.0 0.00     5 0.295 0.039
5         12         0.0 0.00     3 0.273 0.115
6         12         0.0 0.00     5 0.309 0.068
7         10         0.0 0.00     2 0.306 0.245
8         12         0.0 0.00     4 0.298 0.104
9         12         0.0 0.00     2 0.425 0.294
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 77.8 (91)"
          Lineup (7) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC     P  10200  4.7     27.300000           NA
3      Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4          Josh Bell  PIT    1B   3200  8.0      3.000000     4.472136
5       Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6       David Freese  PIT    3B   3000  2.0      6.250000     5.994045
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8         Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9     Starling Marte  PIT    OF   4600  0.0      8.200000    10.622827
10  Andrew McCutchen  PIT    OF   4400  3.0      6.900000     6.640783
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4          8         0.0 0.00     5 0.224 0.063
5          8         0.0 0.00     1 0.413 0.200
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     2 0.310 0.140
10        10         0.0 0.00     3 0.315 0.188

[1] "Total fpts: 77.75 (92)"
        Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3   Martin Maldonado  LAA     C   2400  6.00      4.250000     3.105295
4        Jefry Marte  LAA 1B/3B   3500  0.00      6.000000     5.612486
5     Danny Espinosa  LAA    2B   3000  3.00      7.454545     8.250620
6      Yunel Escobar  LAA    3B   3300  2.00      7.636364     8.333939
7  Andrelton Simmons  LAA    SS   3200  0.00      6.300000     5.250397
8        Khris Davis  OAK    OF   4100  0.00      9.600000     6.801961
9       Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
10      Jarrod Dyson  SEA    OF   3200 13.00      6.200000     3.675746
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4          5         0.0 0.00     7 0.311 0.158
5         11         0.0 0.00     8 0.265 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     6 0.336 0.095
8         10         0.0 0.00     4 0.462 0.426
9          8         0.0 0.00     2 0.274 0.030
10        10         0.0 0.00     1 0.252 0.050

[1] "Total fpts: 77.55 (93)"
         Lineup (52) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2   Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Stephen Vogt  OAK     C   3400  5.00      4.625000     3.925648
4         Jose Abreu  CWS    1B   4600  0.00      3.750000     4.682795
5     Logan Forsythe  LAD 2B/3B   3800  4.00      8.111111     6.153138
6     Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7       Tim Anderson  CWS    SS   3900  3.00      5.285714     5.648430
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9      Melky Cabrera  CWS    OF   4300  8.00      5.800000     4.816638
10    Avisail Garcia  CWS    OF   3600  5.00     12.750000    10.753737
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          8         0.0 0.00     4 0.212 0.023
5          9         0.0 0.00     1 0.357 0.048
6          5         0.0 0.00     1 0.319 0.074
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     4 0.341 0.222
9          5         0.0 0.00     3 0.315 0.129
10         8         0.0 0.00     5 0.511 0.209

[1] "Total fpts: 77.55 (94)"
        Lineup (126) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2   Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3         Eric Fryer  STL     C   2500  0.00      2.000000           NA
4      Jose Martinez  STL 1B/OF   2900  5.00      4.500000     2.121320
5        Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6        Greg Garcia  STL 3B/SS   2800  0.00     10.000000     2.828427
7  Andrelton Simmons  LAA    SS   3200  0.00      6.300000     5.250397
8    George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9   Stephen Piscotty  STL    OF   4200  3.00      8.666667     9.420722
10    Randal Grichuk  STL    OF   3900 13.00      5.600000     7.676805
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          1         0.0 0.00     7 0.356 0.250
4          2         0.0 0.00     5 0.537 0.167
5         11         0.0 0.00     3 0.369 0.064
6          2         0.0 0.00     6 0.425 0.000
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     1 0.363 0.365
9          9         0.0 0.00     3 0.388 0.226
10        10         0.0 0.00     4 0.248 0.182

[1] "Total fpts: 77.4 (95)"
         Lineup (56) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2         Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3       Stephen Vogt  OAK   C   3400  5.0      4.625000     3.925648
4      Yonder Alonso  OAK  1B   3000  0.0      9.000000     6.806859
5         Jed Lowrie  OAK  2B   2900  2.0      7.400000     7.748835
6     Trevor Plouffe  OAK  3B   3700  3.0      5.777778     6.778233
7       Aledmys Diaz  STL  SS   4200  0.0      8.500000    12.331081
8  Giancarlo Stanton  MIA  OF   4400  3.0      9.000000    10.165300
9        Khris Davis  OAK  OF   4100  0.0      9.600000     6.801961
10      Josh Reddick  HOU  OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          7         0.0 0.00     6 0.384 0.167
5         10         0.0 0.00     3 0.369 0.163
6          9         0.0 0.00     7 0.277 0.154
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9         10         0.0 0.00     4 0.462 0.426
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 76.8 (96)"
          Lineup (15) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2         John Lackey  CHC     P  10200  4.7     27.300000           NA
3  Francisco Cervelli  PIT     C   3000  5.0      6.125000     3.720119
4           Josh Bell  PIT    1B   3200  8.0      3.000000     4.472136
5       Josh Harrison  PIT 2B/3B   3600  4.0      6.625000     4.373214
6        David Freese  PIT    3B   3000  2.0      6.250000     5.994045
7        Jordy Mercer  PIT    SS   3000  0.0      4.666667     2.872281
8          Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9   Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
10       Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          8         0.0 0.00     5 0.224 0.063
5          8         0.0 0.00     7 0.336 0.108
6          8         0.0 0.00     4 0.467 0.250
7          9         0.0 0.00     8 0.252 0.024
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.341 0.222
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 76.4 (97)"
        Lineup (106) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3      Austin Romine  NYY     C   2800  2.0     10.000000     6.892024
4       Chris Carter  NYY    1B   4300  0.0      5.800000     4.324350
5         Pete Kozma  NYY 2B/SS   3200  5.0      2.000000           NA
6     Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7       Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
9    Jacoby Ellsbury  NYY    OF   3900  6.0      7.909091     5.557959
10       Aaron Hicks  NYY    OF   3200  2.0     13.833333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          5         0.0 0.00     8 0.443 0.263
4          5         0.0 0.00     7 0.228 0.091
5          1         0.0 0.00     9 0.240 0.000
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     1 0.347 0.119
10         6         0.0 0.00     2 0.502 0.455

[1] "Total fpts: 76.15 (98)"
        Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.70     27.300000           NA
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4     Matt Holliday  NYY 1B/OF   4100 18.00      6.900000     7.651434
5       Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6      Alex Bregman  HOU    3B   4100  8.00      6.200000     5.116422
7      Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8    Carlos Beltran  HOU    OF   3900  0.00      6.100000     4.357624
9      Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
10       Matt Joyce  OAK    OF   2600  0.00      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1           6 1.25    NA 0.000 0.000
2          1           6 1.00    NA 0.000 0.000
3          6           0 0.00     5 0.372 0.095
4         10           0 0.00     3 0.375 0.152
5         11           0 0.00     3 0.369 0.064
6         10           0 0.00     6 0.313 0.048
7         10           0 0.00     2 0.306 0.245
8         10           0 0.00     4 0.295 0.065
9          8           0 0.00     2 0.274 0.030
10         7           0 0.00     2 0.249 0.125

[1] "Total fpts: 76.15 (99)"
         Lineup (34) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3          Yan Gomes  CLE     C   2900  7.00      4.500000     5.205766
4     Carlos Santana  CLE 1B/OF   4400  5.00      8.100000     9.527154
5        Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6     Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7   Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8   Michael Brantley  CLE    OF   4500 18.00      8.714286     5.618846
9  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
10   Abraham Almonte  CLE    OF   3300  2.00      5.000000     2.581989
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     9 0.152 0.100
4         10         0.0 0.00     1 0.292 0.189
5         11         0.0 0.00     3 0.369 0.064
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.463 0.340
8          7         0.0 0.00     3 0.332 0.135
9         10         0.0 0.00     4 0.341 0.222
10         4         0.0 0.00     8 0.354 0.040

[1] "Total fpts: 75.8 (100)"
         Lineup (1) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3     Austin Hedges   SD     C   2600 23.0      3.666667     5.979130
4           CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5      Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6     Yunel Escobar  LAA    3B   3300  2.0      7.636364     8.333939
7  Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8        Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9      Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
10       Ben Revere  LAA    OF   3300  0.0      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          9         0.0 0.00     6 0.184 0.114
4          5         0.0 0.00     5 0.295 0.039
5          8         0.0 0.00     1 0.413 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 75.75 (101)"
        Lineup (64) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4         Josh Bell  PIT    1B   3200  8.00      3.000000     4.472136
5      Adam Frazier  PIT 2B/OF   3000  0.00      9.125000     8.903250
6      David Freese  PIT    3B   3000  2.00      6.250000     5.994045
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8   George Springer  HOU    OF   4700  5.00     10.727273     9.592611
9    Starling Marte  PIT    OF   4600  0.00      8.200000    10.622827
10 Andrew McCutchen  PIT    OF   4400  3.00      6.900000     6.640783
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          8         0.0 0.00     5 0.224 0.063
5          8         0.0 0.00     1 0.413 0.200
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     2 0.310 0.140
10        10         0.0 0.00     3 0.315 0.188

[1] "Total fpts: 73.15 (102)"
         Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC   P  10200  4.70     27.300000           NA
2   Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3    Jonathan Lucroy  TEX   C   3900  0.00      6.625000     7.909082
4        Mike Napoli  TEX  1B   3800  9.00      5.727273     6.915069
5       Rougned Odor  TEX  2B   4100  3.00      5.454545     6.154082
6         Joey Gallo  TEX  3B   3500  4.00      8.363636     8.381798
7  Andrelton Simmons  LAA  SS   3200  0.00      6.300000     5.250397
8         Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9      Shin-Soo Choo  TEX  OF   4100  8.00      7.777778     8.996913
10      Josh Reddick  HOU  OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1           6 1.25    NA 0.000 0.000
2          1           6 1.00    NA 0.000 0.000
3          8           0 0.00     6 0.263 0.086
4         11           0 0.00     4 0.252 0.156
5         11           0 0.00     5 0.299 0.271
6         11           0 0.00     8 0.332 0.256
7         10           0 0.00     6 0.336 0.095
8         11           0 0.00     3 0.422 0.326
9          9           0 0.00     7 0.325 0.105
10         8           0 0.00     2 0.274 0.030

[1] "Total fpts: 73 (103)"
        Lineup (109) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.7     27.300000           NA
2         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3       Jason Castro  MIN     C   3000  0.0      6.000000     6.449806
4          Joe Mauer  MIN    1B   3900  6.0      5.000000     2.449490
5       Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6        Miguel Sano  MIN    3B   4300  5.0     10.333333     9.682458
7      Jorge Polanco  MIN    SS   3600  6.0      7.111111     5.060742
8  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
9    Robbie Grossman  MIN    OF   3800  8.0     11.000000     7.325754
10      Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          6         0.0 0.00     6 0.369 0.148
4          8         0.0 0.00     4 0.208 0.000
5          8         0.0 0.00     1 0.413 0.200
6          9         0.0 0.00     3 0.433 0.375
7          9         0.0 0.00     7 0.346 0.140
8         10         0.0 0.00     4 0.341 0.222
9          7         0.0 0.00     5 0.445 0.207
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 72.8 (104)"
       Lineup (107) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3  Martin Maldonado  LAA     C   2400  6.0      4.250000     3.105295
4     Anthony Rizzo  CHC    1B   5300 10.0      6.500000     5.482295
5       Ben Zobrist  CHC 2B/OF   4100  8.0      8.375000     6.864765
6       Kris Bryant  CHC    3B   5000  0.0      9.600000    10.479610
7   Addison Russell  CHC    SS   3600  2.0      8.800000     7.969386
8     Jason Heyward  CHC    OF   3300  5.0      6.111111     4.400126
9      Jarrod Dyson  SEA    OF   3200 13.0      6.200000     3.675746
10       Matt Joyce  OAK    OF   2600  0.0      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4         10         0.0 0.00     3 0.364 0.128
5          8         0.0 0.00     4 0.326 0.158
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     5 0.299 0.192
8          9         0.0 0.00     6 0.312 0.048
9         10         0.0 0.00     1 0.252 0.050
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 72.75 (105)"
        Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2       Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3       Stephen Vogt  OAK   C   3400  5.00      4.625000     3.925648
4          Joe Mauer  MIN  1B   3900  6.00      5.000000     2.449490
5       Brian Dozier  MIN  2B   4900  0.00      9.750000     4.891684
6        Miguel Sano  MIN  3B   4300  5.00     10.333333     9.682458
7       Aledmys Diaz  STL  SS   4200  0.00      8.500000    12.331081
8  Giancarlo Stanton  MIA  OF   4400  3.00      9.000000    10.165300
9         Max Kepler  MIN  OF   4000  5.00      8.222222     8.700255
10   Robbie Grossman  MIN  OF   3800  8.00     11.000000     7.325754
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          8         0.0 0.00     4 0.208 0.000
5          8         0.0 0.00     1 0.344 0.178
6          9         0.0 0.00     3 0.433 0.375
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9          9         0.0 0.00     2 0.383 0.209
10         7         0.0 0.00     5 0.445 0.207

[1] "Total fpts: 72.55 (106)"
         Lineup (89) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2   Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3    Jonathan Lucroy  TEX   C   3900  0.00      6.625000     7.909082
4          Wil Myers   SD  1B   4400  6.00     10.181818    10.058014
5  Yangervis Solarte   SD  2B   3400  5.00      5.818182     7.573879
6       Ryan Schimpf   SD  3B   3500  4.00      7.600000     8.085653
7       Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8    George Springer  HOU  OF   4700  5.00     10.727273     9.592611
9      Manuel Margot   SD  OF   3300  7.00      7.272727     6.165889
10    Hunter Renfroe   SD  OF   3200  0.00      6.454545     7.285103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     3 0.312 0.167
6         10         0.0 0.00     5 0.354 0.273
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     1 0.363 0.365
9         11         0.0 0.00     1 0.350 0.250
10        11         0.0 0.00     4 0.305 0.216

[1] "Total fpts: 71.6 (107)"
      Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Lance Lynn  STL   P   6800 26.15      5.850000           NA
2   Chase Anderson  MIL   P   6700 16.45     31.350000           NA
3  Jonathan Lucroy  TEX   C   3900  0.00      6.625000     7.909082
4          CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5      Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6    Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7     Elvis Andrus  TEX  SS   3700  3.00      9.272727     8.013625
8       Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9     Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10      Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         5.2 1.45    NA 0.000 0.000
2          1         6.5 0.69    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4          5         0.0 0.00     5 0.295 0.039
5         11         0.0 0.00     3 0.369 0.064
6         11         0.0 0.00     1 0.339 0.113
7         11         0.0 0.00     2 0.410 0.319
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 70.75 (108)"
        Lineup (145) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   9800 27.30     22.375000    10.217693
2   Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3        JT Realmuto  MIA     C   3400  0.00      9.750000     7.778175
4        Justin Bour  MIA    1B   3000  0.00      5.000000     4.594683
5        Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6       Miguel Rojas  MIA 3B/SS   2100  0.00      8.571429     5.349677
7  Andrelton Simmons  LAA    SS   3200  0.00      6.300000     5.250397
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9       Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
10     Marcell Ozuna  MIA    OF   3500  0.00     13.727273    11.671255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     6 0.472 0.263
4         10         0.0 0.00     7 0.253 0.119
5         11         0.0 0.00     3 0.369 0.064
6          7         0.0 0.00     8 0.383 0.067
7         10         0.0 0.00     6 0.336 0.095
8         10         0.0 0.00     4 0.341 0.222
9          8         0.0 0.00     2 0.274 0.030
10        11         0.0 0.00     5 0.496 0.340

[1] "Total fpts: 70.5 (109)"
         Lineup (77) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
2      Jharel Cotton  OAK   P   8200  3.2     15.250000    19.091883
3        Evan Gattis  HOU   C   4000  5.0      5.833333     7.222650
4          Wil Myers   SD  1B   4400  6.0     10.181818    10.058014
5        Jose Altuve  HOU  2B   5100  9.0      9.727273     9.263810
6       David Freese  PIT  3B   3000  2.0      6.250000     5.994045
7  Andrelton Simmons  LAA  SS   3200  0.0      6.300000     5.250397
8    George Springer  HOU  OF   4700  5.0     10.727273     9.592611
9     Carlos Beltran  HOU  OF   3900  0.0      6.100000     4.357624
10      Josh Reddick  HOU  OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          2         5.7 1.32    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     3 0.369 0.064
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     4 0.295 0.065
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 70 (110)"
       Lineup (124) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC   P  10200  4.7     27.300000           NA
2        Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3       Kevan Smith  CWS   C   2400  7.0      0.000000     0.000000
4         Joe Mauer  MIN  1B   3900  6.0      5.000000     2.449490
5      Brian Dozier  MIN  2B   4900  0.0      9.750000     4.891684
6       Miguel Sano  MIN  3B   4300  5.0     10.333333     9.682458
7  Francisco Lindor  CLE  SS   4200  7.0     12.000000    12.560962
8        Max Kepler  MIN  OF   4000  5.0      8.222222     8.700255
9     Eddie Rosario  MIN  OF   3700  8.0      2.875000     2.100170
10       Matt Joyce  OAK  OF   2600  0.0      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          2         0.0 0.00     8 0.000 0.000
4          8         0.0 0.00     4 0.208 0.000
5          8         0.0 0.00     1 0.344 0.178
6          9         0.0 0.00     3 0.433 0.375
7         10         0.0 0.00     2 0.463 0.340
8          9         0.0 0.00     2 0.383 0.209
9          8         0.0 0.00     9 0.184 0.026
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 69.8 (111)"
      Lineup (28) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2     John Lackey  CHC     P  10200  4.7     27.300000           NA
3     Kevan Smith  CWS     C   2400  7.0      0.000000     0.000000
4         CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5  Danny Espinosa  LAA    2B   3000  3.0      7.454545     8.250620
6  Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7    Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8      Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9   Melky Cabrera  CWS    OF   4300  8.0      5.800000     4.816638
10      Jacob May  CWS    OF   2900  0.0      0.500000     1.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          2         0.0 0.00     8 0.000 0.000
4          5         0.0 0.00     5 0.295 0.039
5         11         0.0 0.00     8 0.265 0.200
6          5         0.0 0.00     1 0.319 0.074
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     3 0.422 0.326
9          5         0.0 0.00     3 0.315 0.129
10         4         0.0 0.00     9 0.061 0.000

[1] "Total fpts: 69.15 (112)"
         Lineup (61) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3     Miguel Montero  CHC     C   3000  8.00      7.000000           NA
4      Anthony Rizzo  CHC    1B   5300 10.00      6.500000     5.482295
5        Ben Zobrist  CHC 2B/OF   4100  8.00      8.375000     6.864765
6      Yunel Escobar  LAA    3B   3300  2.00      7.636364     8.333939
7    Addison Russell  CHC    SS   3600  2.00      8.800000     7.969386
8         Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
10     Jason Heyward  CHC    OF   3300  5.00      6.111111     4.400126
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          1         0.0 0.00     7 0.060 0.000
4         10         0.0 0.00     3 0.364 0.128
5          8         0.0 0.00     4 0.326 0.158
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     5 0.299 0.192
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.341 0.222
10         9         0.0 0.00     6 0.312 0.048

[1] "Total fpts: 68.15 (113)"
        Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC   P  10200  4.70     27.300000           NA
2      Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3      Jason Castro  MIN   C   3000  0.00      6.000000     6.449806
4         Joe Mauer  MIN  1B   3900  6.00      5.000000     2.449490
5      Jose Ramirez  CLE  2B   4000  6.00     10.875000    14.836610
6       Miguel Sano  MIN  3B   4300  5.00     10.333333     9.682458
7  Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8        Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9        Max Kepler  MIN  OF   4000  5.00      8.222222     8.700255
10  Robbie Grossman  MIN  OF   3800  8.00     11.000000     7.325754
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     6 0.369 0.148
4          8         0.0 0.00     4 0.208 0.000
5          8         0.0 0.00     5 0.431 0.279
6          9         0.0 0.00     3 0.433 0.375
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9          9         0.0 0.00     2 0.383 0.209
10         7         0.0 0.00     5 0.445 0.207

[1] "Total fpts: 67.55 (114)"
        Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.10     22.325000     7.035712
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3  Martin Maldonado  LAA     C   2400  6.00      4.250000     3.105295
4       Jefry Marte  LAA 1B/3B   3500  0.00      6.000000     5.612486
5    Danny Espinosa  LAA    2B   3000  3.00      7.454545     8.250620
6     Yunel Escobar  LAA    3B   3300  2.00      7.636364     8.333939
7  Francisco Lindor  CLE    SS   4200  7.00     12.000000    12.560962
8       Khris Davis  OAK    OF   4100  0.00      9.600000     6.801961
9        Ben Revere  LAA    OF   3300  0.00      7.000000     4.966555
10    Manuel Margot   SD    OF   3300  7.00      7.272727     6.165889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4          5         0.0 0.00     7 0.311 0.158
5         11         0.0 0.00     8 0.265 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     4 0.462 0.426
9          4         0.0 0.00     2 0.246 0.087
10        11         0.0 0.00     1 0.350 0.250

[1] "Total fpts: 67 (115)"
        Lineup (63) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.7     27.300000           NA
2        Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3  Martin Maldonado  LAA     C   2400  6.0      4.250000     3.105295
4       Jefry Marte  LAA 1B/3B   3500  0.0      6.000000     5.612486
5    Danny Espinosa  LAA    2B   3000  3.0      7.454545     8.250620
6     Yunel Escobar  LAA    3B   3300  2.0      7.636364     8.333939
7      Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8  Michael Brantley  CLE    OF   4500 18.0      8.714286     5.618846
9  Andrew McCutchen  PIT    OF   4400  3.0      6.900000     6.640783
10       Ben Revere  LAA    OF   3300  0.0      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4          5         0.0 0.00     7 0.311 0.158
5         11         0.0 0.00     8 0.265 0.200
6         11         0.0 0.00     1 0.339 0.113
7          7         0.0 0.00     2 0.183 0.070
8          7         0.0 0.00     3 0.332 0.135
9         10         0.0 0.00     3 0.315 0.188
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 66.55 (116)"
         Lineup (84) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.10     22.325000     7.035712
2       Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3    Jonathan Lucroy  TEX   C   3900  0.00      6.625000     7.909082
4        Mike Napoli  TEX  1B   3800  9.00      5.727273     6.915069
5       Rougned Odor  TEX  2B   4100  3.00      5.454545     6.154082
6         Joey Gallo  TEX  3B   3500  4.00      8.363636     8.381798
7       Aledmys Diaz  STL  SS   4200  0.00      8.500000    12.331081
8  Giancarlo Stanton  MIA  OF   4400  3.00      9.000000    10.165300
9      Shin-Soo Choo  TEX  OF   4100  8.00      7.777778     8.996913
10      Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.263 0.086
4         11         0.0 0.00     4 0.252 0.156
5         11         0.0 0.00     5 0.299 0.271
6         11         0.0 0.00     8 0.332 0.256
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9          9         0.0 0.00     7 0.325 0.105
10        11         0.0 0.00     4 0.324 0.128

[1] "Total fpts: 66.15 (117)"
        Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.70     27.300000           NA
2      Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3       Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4     Jose Martinez  STL 1B/OF   2900  5.00      4.500000     2.121320
5       Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6       Greg Garcia  STL 3B/SS   2800  0.00     10.000000     2.828427
7      Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8        Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9  Stephen Piscotty  STL    OF   4200  3.00      8.666667     9.420722
10   Randal Grichuk  STL    OF   3900 13.00      5.600000     7.676805
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          2         0.0 0.00     5 0.537 0.167
5         11         0.0 0.00     3 0.369 0.064
6          2         0.0 0.00     6 0.425 0.000
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9          9         0.0 0.00     3 0.388 0.226
10        10         0.0 0.00     4 0.248 0.182

[1] "Total fpts: 66.15 (118)"
        Lineup (69) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.70     27.300000           NA
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3   Yasmani Grandal  LAD     C   3500  3.00      7.333333     9.151503
4        Jose Abreu  CWS    1B   4600  0.00      3.750000     4.682795
5       Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6    Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7      Tim Anderson  CWS    SS   3900  3.00      5.285714     5.648430
8     Melky Cabrera  CWS    OF   4300  8.00      5.800000     4.816638
9      Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
10        Jacob May  CWS    OF   2900  0.00      0.500000     1.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1           6 1.25    NA 0.000 0.000
2          1           6 1.00    NA 0.000 0.000
3          9           0 0.00     5 0.358 0.212
4          8           0 0.00     4 0.212 0.023
5         11           0 0.00     3 0.369 0.064
6          5           0 0.00     1 0.319 0.074
7          7           0 0.00     2 0.183 0.070
8          5           0 0.00     3 0.315 0.129
9          8           0 0.00     2 0.274 0.030
10         4           0 0.00     9 0.061 0.000

[1] "Total fpts: 65.15 (119)"
       Lineup (95) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      John Lackey  CHC     P  10200  4.70     27.300000           NA
2     Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3      Kevan Smith  CWS     C   2400  7.00      0.000000     0.000000
4    Anthony Rizzo  CHC    1B   5300 10.00      6.500000     5.482295
5      Ben Zobrist  CHC 2B/OF   4100  8.00      8.375000     6.864765
6      Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7  Addison Russell  CHC    SS   3600  2.00      8.800000     7.969386
8   Kyle Schwarber  CHC    OF   4400  5.00      7.200000     5.138093
9     Kole Calhoun  LAA    OF   3900  2.00      6.363636     6.233341
10    Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          2         0.0 0.00     8 0.000 0.000
4         10         0.0 0.00     3 0.364 0.128
5          8         0.0 0.00     4 0.326 0.158
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     5 0.299 0.192
8         10         0.0 0.00     1 0.374 0.200
9         11         0.0 0.00     4 0.324 0.128
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 65.15 (120)"
        Lineup (100) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC   P  10200  4.70     27.300000           NA
2   Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3        Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4          Joe Mauer  MIN  1B   3900  6.00      5.000000     2.449490
5       Brian Dozier  MIN  2B   4900  0.00      9.750000     4.891684
6        Miguel Sano  MIN  3B   4300  5.00     10.333333     9.682458
7  Andrelton Simmons  LAA  SS   3200  0.00      6.300000     5.250397
8         Max Kepler  MIN  OF   4000  5.00      8.222222     8.700255
9    Robbie Grossman  MIN  OF   3800  8.00     11.000000     7.325754
10      Josh Reddick  HOU  OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1           6 1.25    NA 0.000 0.000
2          1           6 1.00    NA 0.000 0.000
3          6           0 0.00     5 0.372 0.095
4          8           0 0.00     4 0.208 0.000
5          8           0 0.00     1 0.344 0.178
6          9           0 0.00     3 0.433 0.375
7         10           0 0.00     6 0.336 0.095
8          9           0 0.00     2 0.383 0.209
9          7           0 0.00     5 0.445 0.207
10         8           0 0.00     2 0.274 0.030

[1] "Total fpts: 64 (121)"
          Lineup (53) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         John Lackey  CHC     P  10200  4.7     27.300000           NA
2          Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3  Francisco Cervelli  PIT     C   3000  5.0      6.125000     3.720119
4           Josh Bell  PIT    1B   3200  8.0      3.000000     4.472136
5       Josh Harrison  PIT 2B/3B   3600  4.0      6.625000     4.373214
6        David Freese  PIT    3B   3000  2.0      6.250000     5.994045
7        Tim Anderson  CWS    SS   3900  3.0      5.285714     5.648430
8     George Springer  HOU    OF   4700  5.0     10.727273     9.592611
9    Andrew McCutchen  PIT    OF   4400  3.0      6.900000     6.640783
10       Kole Calhoun  LAA    OF   3900  2.0      6.363636     6.233341
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          8         0.0 0.00     5 0.224 0.063
5          8         0.0 0.00     7 0.336 0.108
6          8         0.0 0.00     4 0.467 0.250
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     3 0.315 0.188
10        11         0.0 0.00     4 0.324 0.128

[1] "Total fpts: 63.3 (122)"
         Lineup (131) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       Jharel Cotton  OAK     P   8200  3.2     15.250000    19.091883
3  Francisco Cervelli  PIT     C   3000  5.0      6.125000     3.720119
4           Josh Bell  PIT    1B   3200  8.0      3.000000     4.472136
5       Josh Harrison  PIT 2B/3B   3600  4.0      6.625000     4.373214
6        David Freese  PIT    3B   3000  2.0      6.250000     5.994045
7    Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8    Andrew McCutchen  PIT    OF   4400  3.0      6.900000     6.640783
9         Khris Davis  OAK    OF   4100  0.0      9.600000     6.801961
10      Manuel Margot   SD    OF   3300  7.0      7.272727     6.165889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          2         5.7 1.32    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          8         0.0 0.00     5 0.224 0.063
5          8         0.0 0.00     7 0.336 0.108
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     3 0.315 0.188
9         10         0.0 0.00     4 0.462 0.426
10        11         0.0 0.00     1 0.350 0.250

[1] "Total fpts: 62.8 (123)"
         Lineup (8) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3      Stephen Vogt  OAK     C   3400  5.0      4.625000     3.925648
4     Yonder Alonso  OAK    1B   3000  0.0      9.000000     6.806859
5        Jed Lowrie  OAK    2B   2900  2.0      7.400000     7.748835
6    Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7  Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8        Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9       Khris Davis  OAK    OF   4100  0.0      9.600000     6.801961
10       Matt Joyce  OAK    OF   2600  0.0      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          7         0.0 0.00     6 0.384 0.167
5         10         0.0 0.00     3 0.369 0.163
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.462 0.426
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 62.65 (124)"
        Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jharel Cotton  OAK   P   8200  3.20     15.250000    19.091883
2   Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3       Stephen Vogt  OAK   C   3400  5.00      4.625000     3.925648
4      Yonder Alonso  OAK  1B   3000  0.00      9.000000     6.806859
5         Jed Lowrie  OAK  2B   2900  2.00      7.400000     7.748835
6     Trevor Plouffe  OAK  3B   3700  3.00      5.777778     6.778233
7  Andrelton Simmons  LAA  SS   3200  0.00      6.300000     5.250397
8         Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9   Michael Brantley  CLE  OF   4500 18.00      8.714286     5.618846
10       Khris Davis  OAK  OF   4100  0.00      9.600000     6.801961
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          7         0.0 0.00     6 0.384 0.167
5         10         0.0 0.00     3 0.369 0.163
6          9         0.0 0.00     7 0.277 0.154
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9          7         0.0 0.00     3 0.332 0.135
10        10         0.0 0.00     4 0.462 0.426

[1] "Total fpts: 62 (125)"
         Lineup (44) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC   P  10200  4.7     27.300000           NA
2         Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693
3       Stephen Vogt  OAK   C   3400  5.0      4.625000     3.925648
4          Wil Myers   SD  1B   4400  6.0     10.181818    10.058014
5  Yangervis Solarte   SD  2B   3400  5.0      5.818182     7.573879
6       Ryan Schimpf   SD  3B   3500  4.0      7.600000     8.085653
7       Aledmys Diaz  STL  SS   4200  0.0      8.500000    12.331081
8  Giancarlo Stanton  MIA  OF   4400  3.0      9.000000    10.165300
9      Manuel Margot   SD  OF   3300  7.0      7.272727     6.165889
10    Hunter Renfroe   SD  OF   3200  0.0      6.454545     7.285103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     3 0.312 0.167
6         10         0.0 0.00     5 0.354 0.273
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     1 0.350 0.250
10        11         0.0 0.00     4 0.305 0.216

[1] "Total fpts: 61 (126)"
     Lineup (88) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    John Lackey  CHC     P  10200  4.7     27.300000           NA
2     Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3    JT Realmuto  MIA     C   3400  0.0      9.750000     7.778175
4    Justin Bour  MIA    1B   3000  0.0      5.000000     4.594683
5     Dee Gordon  MIA    2B   4000  3.0      8.900000     5.466057
6   Miguel Rojas  MIA 3B/SS   2100  0.0      8.571429     5.349677
7   Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8     Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9   Josh Reddick  HOU    OF   3700 13.0      5.250000     5.800246
10 Ichiro Suzuki  MIA    OF   2500  0.0      0.000000           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          8         0.0 0.00     6 0.472 0.263
4         10         0.0 0.00     7 0.253 0.119
5         10         0.0 0.00     1 0.321 0.037
6          7         0.0 0.00     8 0.383 0.067
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9          8         0.0 0.00     2 0.274 0.030
10         1         0.0 0.00     9 0.075 0.000

[1] "Total fpts: 60.8 (127)"
         Lineup (33) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC   P  10200  4.7     27.300000           NA
3        Evan Gattis  HOU   C   4000  5.0      5.833333     7.222650
4          Wil Myers   SD  1B   4400  6.0     10.181818    10.058014
5  Yangervis Solarte   SD  2B   3400  5.0      5.818182     7.573879
6      Yunel Escobar  LAA  3B   3300  2.0      7.636364     8.333939
7   Francisco Lindor  CLE  SS   4200  7.0     12.000000    12.560962
8      Manuel Margot   SD  OF   3300  7.0      7.272727     6.165889
9     Hunter Renfroe   SD  OF   3200  0.0      6.454545     7.285103
10  Travis Jankowski   SD  OF   2900  0.0      3.625000     3.067689
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     3 0.312 0.167
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     1 0.350 0.250
9         11         0.0 0.00     4 0.305 0.216
10         8         0.0 0.00     9 0.211 0.000

[1] "Total fpts: 60.15 (128)"
       Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      John Lackey  CHC     P  10200  4.70     27.300000           NA
2     Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3  Yasmani Grandal  LAD     C   3500  3.00      7.333333     9.151503
4          CJ Cron  LAA    1B   3700  0.00      5.600000     3.781534
5   Logan Forsythe  LAD 2B/3B   3800  4.00      8.111111     6.153138
6    Justin Turner  LAD    3B   3700  7.00      9.100000     6.436873
7     Corey Seager  LAD    SS   4400  0.00      8.909091     8.653953
8       Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9      Yasiel Puig  LAD    OF   3900  2.00      8.636364     9.542251
10    Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          9         0.0 0.00     5 0.358 0.212
4          5         0.0 0.00     5 0.295 0.039
5          9         0.0 0.00     1 0.357 0.048
6         10         0.0 0.00     3 0.432 0.163
7         11         0.0 0.00     2 0.386 0.225
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.450 0.349
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 59.75 (129)"
       Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9800 27.30     22.375000    10.217693
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3      Stephen Vogt  OAK   C   3400  5.00      4.625000     3.925648
4     Yonder Alonso  OAK  1B   3000  0.00      9.000000     6.806859
5        Jed Lowrie  OAK  2B   2900  2.00      7.400000     7.748835
6       Kyle Seager  SEA  3B   4200  2.00      6.083333     2.874918
7      Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8       Khris Davis  OAK  OF   4100  0.00      9.600000     6.801961
9      Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10       Matt Joyce  OAK  OF   2600  0.00      5.714286     7.064330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 1.22    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          7         0.0 0.00     6 0.384 0.167
5         10         0.0 0.00     3 0.369 0.163
6         12         0.0 0.00     5 0.309 0.068
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     4 0.462 0.426
9         11         0.0 0.00     4 0.324 0.128
10         7         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 59.15 (130)"
         Lineup (4) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC   P  10200  4.70     27.300000           NA
2      Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3       Evan Gattis  HOU   C   4000  5.00      5.833333     7.222650
4           CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5       Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6     Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7  Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8   George Springer  HOU  OF   4700  5.00     10.727273     9.592611
9    Carlos Beltran  HOU  OF   3900  0.00      6.100000     4.357624
10     Josh Reddick  HOU  OF   3700 13.00      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          5         0.0 0.00     5 0.295 0.039
5         11         0.0 0.00     3 0.369 0.064
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     4 0.295 0.065
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 59.15 (131)"
      Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     John Lackey  CHC     P  10200  4.70     27.300000           NA
2    Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3     Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4      Jose Abreu  CWS    1B   4600  0.00      3.750000     4.682795
5    Adam Frazier  PIT 2B/OF   3000  0.00      9.125000     8.903250
6  Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7    Tim Anderson  CWS    SS   3900  3.00      5.285714     5.648430
8      Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9   Melky Cabrera  CWS    OF   4300  8.00      5.800000     4.816638
10 Avisail Garcia  CWS    OF   3600  5.00     12.750000    10.753737
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          8         0.0 0.00     4 0.212 0.023
5          8         0.0 0.00     1 0.413 0.200
6          5         0.0 0.00     1 0.319 0.074
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     3 0.422 0.326
9          5         0.0 0.00     3 0.315 0.129
10         8         0.0 0.00     5 0.511 0.209

[1] "Total fpts: 59.15 (132)"
       Lineup (72) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      John Lackey  CHC   P  10200  4.70     27.300000           NA
2     Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3     Stephen Vogt  OAK   C   3400  5.00      4.625000     3.925648
4          CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5     Brian Dozier  MIN  2B   4900  0.00      9.750000     4.891684
6      Miguel Sano  MIN  3B   4300  5.00     10.333333     9.682458
7  Eduardo Escobar  MIN  SS   2900  5.00      4.750000     4.031129
8       Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9       Max Kepler  MIN  OF   4000  5.00      8.222222     8.700255
10   Eddie Rosario  MIN  OF   3700  8.00      2.875000     2.100170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          5         0.0 0.00     5 0.295 0.039
5          8         0.0 0.00     1 0.344 0.178
6          9         0.0 0.00     3 0.433 0.375
7          4         0.0 0.00     8 0.387 0.177
8         11         0.0 0.00     3 0.422 0.326
9          9         0.0 0.00     2 0.383 0.209
10         8         0.0 0.00     9 0.184 0.026

[1] "Total fpts: 58.8 (133)"
         Lineup (19) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC     P  10200  4.7     27.300000           NA
3        JT Realmuto  MIA     C   3400  0.0      9.750000     7.778175
4            CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5       Martin Prado  MIA 2B/3B   3300  3.0           NaN           NA
6     Tyler Saladino  CWS 3B/SS   3700  7.0      5.200000     6.300794
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
9   Christian Yelich  MIA    OF   4100 17.0      9.090909     8.166450
10     Marcell Ozuna  MIA    OF   3500  0.0     13.727273    11.671255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     6 0.472 0.263
4          5         0.0 0.00     5 0.295 0.039
5          0         0.0 0.00     2 0.000 0.000
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     6 0.336 0.095
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     3 0.277 0.115
10        11         0.0 0.00     5 0.496 0.340

[1] "Total fpts: 58.2 (134)"
     Lineup (141) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jharel Cotton  OAK   P   8200  3.2     15.250000    19.091883
2       Ivan Nova  PIT   P   7500 17.0      4.700000           NA
3     Evan Gattis  HOU   C   4000  5.0      5.833333     7.222650
4         CJ Cron  LAA  1B   3700  0.0      5.600000     3.781534
5     Jose Altuve  HOU  2B   5100  9.0      9.727273     9.263810
6    Alex Bregman  HOU  3B   4100  8.0      6.200000     5.116422
7    Tim Anderson  CWS  SS   3900  3.0      5.285714     5.648430
8  Starling Marte  PIT  OF   4600  0.0      8.200000    10.622827
9  Carlos Beltran  HOU  OF   3900  0.0      6.100000     4.357624
10   Josh Reddick  HOU  OF   3700 13.0      5.250000     5.800246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          1         6.0 1.17    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          5         0.0 0.00     5 0.295 0.039
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     6 0.313 0.048
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     2 0.310 0.140
9         10         0.0 0.00     4 0.295 0.065
10         8         0.0 0.00     2 0.274 0.030

[1] "Total fpts: 57.9 (135)"
        Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
2     Chase Anderson  MIL   P   6700 16.45     31.350000           NA
3   Martin Maldonado  LAA   C   2400  6.00      4.250000     3.105295
4  Edwin Encarnacion  CLE  1B   4500  5.00      4.800000     3.326660
5       Brian Dozier  MIN  2B   4900  0.00      9.750000     4.891684
6      Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7       Aledmys Diaz  STL  SS   4200  0.00      8.500000    12.331081
8         Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9       Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10        Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.5 1.55    NA 0.000 0.000
2          1         6.5 0.69    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4         10         0.0 0.00     4 0.288 0.091
5          8         0.0 0.00     1 0.344 0.178
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 56.8 (136)"
        Lineup (45) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2       John Lackey  CHC     P  10200  4.7     27.300000           NA
3      Stephen Vogt  OAK     C   3400  5.0      4.625000     3.925648
4     Jose Martinez  STL 1B/OF   2900  5.0      4.500000     2.121320
5      Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6     Yunel Escobar  LAA    3B   3300  2.0      7.636364     8.333939
7      Aledmys Diaz  STL    SS   4200  0.0      8.500000    12.331081
8     Dexter Fowler  STL    OF   4500  0.0      4.454545     3.908034
9  Stephen Piscotty  STL    OF   4200  3.0      8.666667     9.420722
10   Randal Grichuk  STL    OF   3900 13.0      5.600000     7.676805
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          2         0.0 0.00     5 0.537 0.167
5          8         0.0 0.00     1 0.413 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.306 0.245
8         11         0.0 0.00     1 0.190 0.020
9          9         0.0 0.00     3 0.388 0.226
10        10         0.0 0.00     4 0.248 0.182

[1] "Total fpts: 56.65 (137)"
       Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jharel Cotton  OAK   P   8200  3.20     15.250000    19.091883
2  Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3  Martin Maldonado  LAA   C   2400  6.00      4.250000     3.105295
4         Wil Myers   SD  1B   4400  6.00     10.181818    10.058014
5    Danny Espinosa  LAA  2B   3000  3.00      7.454545     8.250620
6     Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7      Corey Seager  LAD  SS   4400  0.00      8.909091     8.653953
8        Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9   George Springer  HOU  OF   4700  5.00     10.727273     9.592611
10       Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4         11         0.0 0.00     2 0.450 0.346
5         11         0.0 0.00     8 0.265 0.200
6         11         0.0 0.00     1 0.339 0.113
7         11         0.0 0.00     2 0.386 0.225
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     1 0.363 0.365
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 55.15 (138)"
          Lineup (30) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         John Lackey  CHC   P  10200  4.70     27.300000           NA
2        Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3  Francisco Cervelli  PIT   C   3000  5.00      6.125000     3.720119
4           Josh Bell  PIT  1B   3200  8.00      3.000000     4.472136
5         Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6        David Freese  PIT  3B   3000  2.00      6.250000     5.994045
7    Francisco Lindor  CLE  SS   4200  7.00     12.000000    12.560962
8      Starling Marte  PIT  OF   4600  0.00      8.200000    10.622827
9    Andrew McCutchen  PIT  OF   4400  3.00      6.900000     6.640783
10  Giancarlo Stanton  MIA  OF   4400  3.00      9.000000    10.165300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.338 0.231
4          8         0.0 0.00     5 0.224 0.063
5         11         0.0 0.00     3 0.369 0.064
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     2 0.463 0.340
8         10         0.0 0.00     2 0.310 0.140
9         10         0.0 0.00     3 0.315 0.188
10        10         0.0 0.00     4 0.341 0.222

[1] "Total fpts: 55 (139)"
        Lineup (137) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.7     27.300000           NA
2         Robbie Ray  ARI     P   9800 27.3     22.375000    10.217693
3        Jeff Mathis  ARI     C   2100  0.0      4.571429     6.373307
4            CJ Cron  LAA    1B   3700  0.0      5.600000     3.781534
5    Daniel Descalso  ARI 2B/3B   2400  0.0      4.250000     4.193249
6          Jake Lamb  ARI    3B   3700 16.0     10.666667     7.655460
7       Chris Owings  ARI OF/SS   3300  4.0      9.545455    10.073367
8     Starling Marte  PIT    OF   4600  0.0      8.200000    10.622827
9  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
10     Yasmany Tomas  ARI    OF   3700  0.0      8.000000     7.180220
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         6.2 1.22    NA 0.000 0.000
3          7         0.0 0.00     8 0.262 0.167
4          5         0.0 0.00     5 0.295 0.039
5          4         0.0 0.00     6 0.231 0.000
6         12         0.0 0.00     4 0.420 0.250
7         11         0.0 0.00     7 0.381 0.133
8         10         0.0 0.00     2 0.310 0.140
9         10         0.0 0.00     4 0.341 0.222
10        10         0.0 0.00     5 0.365 0.225

[1] "Total fpts: 54.15 (140)"
          Lineup (2) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3        Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4            CJ Cron  LAA    1B   3700  0.00      5.600000     3.781534
5        Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6     Tyler Saladino  CWS 3B/SS   3700  7.00      5.200000     6.300794
7  Andrelton Simmons  LAA    SS   3200  0.00      6.300000     5.250397
8         Mike Trout  LAA    OF   5400 13.00      9.909091     5.009083
9       Kole Calhoun  LAA    OF   3900  2.00      6.363636     6.233341
10        Ben Revere  LAA    OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          5         0.0 0.00     5 0.295 0.039
5         11         0.0 0.00     3 0.369 0.064
6          5         0.0 0.00     1 0.319 0.074
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 54.15 (141)"
       Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       John Lackey  CHC     P  10200  4.70     27.300000           NA
2  Brandon McCarthy  LAD     P   7900 18.45     21.300000           NA
3     Austin Romine  NYY     C   2800  2.00     10.000000     6.892024
4      Chris Carter  NYY    1B   4300  0.00      5.800000     4.324350
5        Pete Kozma  NYY 2B/SS   3200  5.00      2.000000           NA
6       Kris Bryant  CHC    3B   5000  0.00      9.600000    10.479610
7      Tim Anderson  CWS    SS   3900  3.00      5.285714     5.648430
8   Jacoby Ellsbury  NYY    OF   3900  6.00      7.909091     5.557959
9      Josh Reddick  HOU    OF   3700 13.00      5.250000     5.800246
10      Aaron Hicks  NYY    OF   3200  2.00     13.833333    10.722251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1           6 1.25    NA 0.000 0.000
2          1           6 1.00    NA 0.000 0.000
3          5           0 0.00     8 0.443 0.263
4          5           0 0.00     7 0.228 0.091
5          1           0 0.00     9 0.240 0.000
6         10           0 0.00     2 0.349 0.208
7          7           0 0.00     2 0.183 0.070
8         11           0 0.00     1 0.347 0.119
9          8           0 0.00     2 0.274 0.030
10         6           0 0.00     2 0.502 0.455

[1] "Total fpts: 51.8 (142)"
         Lineup (24) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC     P  10200  4.7     27.300000           NA
3        JT Realmuto  MIA     C   3400  0.0      9.750000     7.778175
4        Justin Bour  MIA    1B   3000  0.0      5.000000     4.594683
5       Adam Frazier  PIT 2B/OF   3000  0.0      9.125000     8.903250
6       Miguel Rojas  MIA 3B/SS   2100  0.0      8.571429     5.349677
7   Francisco Lindor  CLE    SS   4200  7.0     12.000000    12.560962
8         Mike Trout  LAA    OF   5400 13.0      9.909091     5.009083
9  Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
10     Marcell Ozuna  MIA    OF   3500  0.0     13.727273    11.671255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     6 0.472 0.263
4         10         0.0 0.00     7 0.253 0.119
5          8         0.0 0.00     1 0.413 0.200
6          7         0.0 0.00     8 0.383 0.067
7         10         0.0 0.00     2 0.463 0.340
8         11         0.0 0.00     3 0.422 0.326
9         10         0.0 0.00     4 0.341 0.222
10        11         0.0 0.00     5 0.496 0.340

[1] "Total fpts: 50.15 (143)"
         Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC     P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3        Evan Gattis  HOU     C   4000  5.00      5.833333     7.222650
4    Marwin Gonzalez  HOU 1B/OF   3200  2.00      9.857143     6.175990
5        Jose Altuve  HOU    2B   5100  9.00      9.727273     9.263810
6       Alex Bregman  HOU    3B   4100  8.00      6.200000     5.116422
7       Tim Anderson  CWS    SS   3900  3.00      5.285714     5.648430
8  Giancarlo Stanton  MIA    OF   4400  3.00      9.000000    10.165300
9     Carlos Beltran  HOU    OF   3900  0.00      6.100000     4.357624
10      Kole Calhoun  LAA    OF   3900  2.00      6.363636     6.233341
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          6         0.0 0.00     5 0.372 0.095
4          7         0.0 0.00     7 0.358 0.321
5         11         0.0 0.00     3 0.369 0.064
6         10         0.0 0.00     6 0.313 0.048
7          7         0.0 0.00     2 0.183 0.070
8         10         0.0 0.00     4 0.341 0.222
9         10         0.0 0.00     4 0.295 0.065
10        11         0.0 0.00     4 0.324 0.128

[1] "Total fpts: 49.15 (144)"
         Lineup (68) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        John Lackey  CHC   P  10200  4.70     27.300000           NA
2       Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3        JT Realmuto  MIA   C   3400  0.00      9.750000     7.778175
4        Justin Bour  MIA  1B   3000  0.00      5.000000     4.594683
5        Jose Altuve  HOU  2B   5100  9.00      9.727273     9.263810
6      Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7       Aledmys Diaz  STL  SS   4200  0.00      8.500000    12.331081
8  Giancarlo Stanton  MIA  OF   4400  3.00      9.000000    10.165300
9   Christian Yelich  MIA  OF   4100 17.00      9.090909     8.166450
10     Marcell Ozuna  MIA  OF   3500  0.00     13.727273    11.671255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     6 0.472 0.263
4         10         0.0 0.00     7 0.253 0.119
5         11         0.0 0.00     3 0.369 0.064
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     4 0.341 0.222
9         11         0.0 0.00     3 0.277 0.115
10        11         0.0 0.00     5 0.496 0.340

[1] "Total fpts: 47.8 (145)"
         Lineup (16) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10300 24.1     22.325000     7.035712
2        John Lackey  CHC     P  10200  4.7     27.300000           NA
3   Martin Maldonado  LAA     C   2400  6.0      4.250000     3.105295
4        Jefry Marte  LAA 1B/3B   3500  0.0      6.000000     5.612486
5     Danny Espinosa  LAA    2B   3000  3.0      7.454545     8.250620
6      Yunel Escobar  LAA    3B   3300  2.0      7.636364     8.333939
7  Andrelton Simmons  LAA    SS   3200  0.0      6.300000     5.250397
8    George Springer  HOU    OF   4700  5.0     10.727273     9.592611
9     Starling Marte  PIT    OF   4600  0.0      8.200000    10.622827
10 Giancarlo Stanton  MIA    OF   4400  3.0      9.000000    10.165300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.29    NA 0.000 0.000
2          1         6.0 1.25    NA 0.000 0.000
3          8         0.0 0.00     9 0.271 0.036
4          5         0.0 0.00     7 0.311 0.158
5         11         0.0 0.00     8 0.265 0.200
6         11         0.0 0.00     1 0.339 0.113
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     2 0.310 0.140
10        10         0.0 0.00     4 0.341 0.222

[1] "Total fpts: 47.65 (146)"
     Lineup (57) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jharel Cotton  OAK   P   8200  3.20     15.250000    19.091883
2   Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3   Stephen Vogt  OAK   C   3400  5.00      4.625000     3.925648
4        CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5   Jose Ramirez  CLE  2B   4000  6.00     10.875000    14.836610
6  Yunel Escobar  LAA  3B   3300  2.00      7.636364     8.333939
7   Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8     Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9   Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10    Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          5         0.0 0.00     5 0.295 0.039
5          8         0.0 0.00     5 0.431 0.279
6         11         0.0 0.00     1 0.339 0.113
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 43 (147)"
     Lineup (42) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1    John Lackey  CHC   P  10200  4.7     27.300000           NA         1
2     Robbie Ray  ARI   P   9800 27.3     22.375000    10.217693         2
3   Stephen Vogt  OAK   C   3400  5.0      4.625000     3.925648         8
4        CJ Cron  LAA  1B   3700  0.0      5.600000     3.781534         5
5     Jed Lowrie  OAK  2B   2900  2.0      7.400000     7.748835        10
6  Yunel Escobar  LAA  3B   3300  2.0      7.636364     8.333939        11
7   Aledmys Diaz  STL  SS   4200  0.0      8.500000    12.331081        10
8    Khris Davis  OAK  OF   4100  0.0      9.600000     6.801961        10
9    Rajai Davis  OAK  OF   3900  2.0      8.111111     7.287737         9
10    Matt Joyce  OAK  OF   2600  0.0      5.714286     7.064330         7
   Avg_Innings WHIP Order  wOBA   ISO
1          6.0 1.25    NA 0.000 0.000
2          6.2 1.22    NA 0.000 0.000
3          0.0 0.00     5 0.294 0.167
4          0.0 0.00     5 0.295 0.039
5          0.0 0.00     3 0.369 0.163
6          0.0 0.00     1 0.339 0.113
7          0.0 0.00     2 0.306 0.245
8          0.0 0.00     4 0.462 0.426
9          0.0 0.00     1 0.269 0.195
10         0.0 0.00     2 0.249 0.125

[1] "Total fpts: 39.65 (148)"
         Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jharel Cotton  OAK   P   8200  3.20     15.250000    19.091883
2   Brandon McCarthy  LAD   P   7900 18.45     21.300000           NA
3    Yasmani Grandal  LAD   C   3500  3.00      7.333333     9.151503
4            CJ Cron  LAA  1B   3700  0.00      5.600000     3.781534
5       Brian Dozier  MIN  2B   4900  0.00      9.750000     4.891684
6        Kris Bryant  CHC  3B   5000  0.00      9.600000    10.479610
7  Andrelton Simmons  LAA  SS   3200  0.00      6.300000     5.250397
8         Mike Trout  LAA  OF   5400 13.00      9.909091     5.009083
9       Kole Calhoun  LAA  OF   3900  2.00      6.363636     6.233341
10        Ben Revere  LAA  OF   3300  0.00      7.000000     4.966555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          1         6.0 1.00    NA 0.000 0.000
3          9         0.0 0.00     5 0.358 0.212
4          5         0.0 0.00     5 0.295 0.039
5          8         0.0 0.00     1 0.344 0.178
6         10         0.0 0.00     2 0.349 0.208
7         10         0.0 0.00     6 0.336 0.095
8         11         0.0 0.00     3 0.422 0.326
9         11         0.0 0.00     4 0.324 0.128
10         4         0.0 0.00     2 0.246 0.087

[1] "Total fpts: 36.65 (149)"
       Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jharel Cotton  OAK     P   8200  3.20     15.250000    19.091883
2      Jaime Garcia  ATL     P   7200 13.45      4.275000     5.055813
3      Stephen Vogt  OAK     C   3400  5.00      4.625000     3.925648
4         Josh Bell  PIT    1B   3200  8.00      3.000000     4.472136
5      Adam Frazier  PIT 2B/OF   3000  0.00      9.125000     8.903250
6      David Freese  PIT    3B   3000  2.00      6.250000     5.994045
7      Aledmys Diaz  STL    SS   4200  0.00      8.500000    12.331081
8    Starling Marte  PIT    OF   4600  0.00      8.200000    10.622827
9  Andrew McCutchen  PIT    OF   4400  3.00      6.900000     6.640783
10     Kole Calhoun  LAA    OF   3900  2.00      6.363636     6.233341
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.7 1.32    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          8         0.0 0.00     5 0.224 0.063
5          8         0.0 0.00     1 0.413 0.200
6          8         0.0 0.00     4 0.467 0.250
7         10         0.0 0.00     2 0.306 0.245
8         10         0.0 0.00     2 0.310 0.140
9         10         0.0 0.00     3 0.315 0.188
10        11         0.0 0.00     4 0.324 0.128

[1] "Total fpts: 36.15 (150)"
       Lineup (86) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      John Lackey  CHC   P  10200  4.70     27.300000           NA
2     Jaime Garcia  ATL   P   7200 13.45      4.275000     5.055813
3     Stephen Vogt  OAK   C   3400  5.00      4.625000     3.925648
4    Yonder Alonso  OAK  1B   3000  0.00      9.000000     6.806859
5       Jed Lowrie  OAK  2B   2900  2.00      7.400000     7.748835
6   Trevor Plouffe  OAK  3B   3700  3.00      5.777778     6.778233
7     Tim Anderson  CWS  SS   3900  3.00      5.285714     5.648430
8  George Springer  HOU  OF   4700  5.00     10.727273     9.592611
9   Starling Marte  PIT  OF   4600  0.00      8.200000    10.622827
10     Khris Davis  OAK  OF   4100  0.00      9.600000     6.801961
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          1         6.0 1.25    NA 0.000 0.000
2          2         5.5 1.55    NA 0.000 0.000
3          8         0.0 0.00     5 0.294 0.167
4          7         0.0 0.00     6 0.384 0.167
5         10         0.0 0.00     3 0.369 0.163
6          9         0.0 0.00     7 0.277 0.154
7          7         0.0 0.00     2 0.183 0.070
8         11         0.0 0.00     1 0.363 0.365
9         10         0.0 0.00     2 0.310 0.140
10        10         0.0 0.00     4 0.462 0.426



***********************************************************************************************
Contest 3: 2017-04-18 $40.00entry_MLB$250KMediumHomeRun
***********************************************************************************************
[1] "PnL: -1510"

[1] "Total fpts: 173.95 (1)"
         Lineup (2) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Luis Severino  NYY     P   6500 30.20     22.600000   16.3341666
3    Miguel Montero  CHC     C   3100 24.00      7.500000    0.7071068
4       Eric Thames  MIL 1B/OF   3900 17.00     16.900000    8.9870277
5   Jonathan Villar  MIL    2B   4300  0.00      8.750000   10.3933983
6       Travis Shaw  MIL    3B   3400 35.00      7.750000    6.4261539
7  Brandon Crawford   SF    SS   3400  5.00      9.272727    6.1982402
8        Ryan Braun  MIL    OF   4600 10.00     13.166667    9.0235382
9    Kyle Schwarber  CHC    OF   4400 18.00      7.000000    4.9193496
10  Domingo Santana  MIL    OF   3600  4.00      9.600000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     5 0.357 0.234
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 171.2 (2)"
     Lineup (120) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2   Luis Severino  NYY   P   6500 30.2     22.600000   16.3341666
3  Miguel Montero  CHC   C   3100 24.0      7.500000    0.7071068
4      Joey Votto  CIN  1B   4800 25.0      7.833333    5.7498353
5     Jose Peraza  CIN  2B   3700 20.0      7.000000    7.3635740
6     Kris Bryant  CHC  3B   5000 15.0      8.727273   10.3546213
7     Zack Cozart  CIN  SS   3400 11.0     10.300000    5.8509259
8      Ryan Braun  MIL  OF   4600 10.0     13.166667    9.0235382
9     Adam Duvall  CIN  OF   4100 27.0      8.090909    9.1154215
10 Scott Schebler  CIN  OF   3600  0.0      6.700000    6.7667488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         12         0.0 0.00     3 0.319 0.250
5         10         0.0 0.00     2 0.240 0.040
6         11         0.0 0.00     2 0.326 0.192
7         10         0.0 0.00     6 0.505 0.297
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.365 0.244
10        10         0.0 0.00     5 0.342 0.282

[1] "Total fpts: 164.2 (3)"
         Lineup (77) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2      Luis Severino  NYY     P   6500 30.2     22.600000   16.3341666
3     Miguel Montero  CHC     C   3100 24.0      7.500000    0.7071068
4  Edwin Encarnacion  CLE    1B   4500 24.0      4.818182    3.1565228
5       Jose Ramirez  CLE    2B   4000 21.0     10.333333   13.9731886
6  Lonnie Chisenhall  CLE 3B/OF   3300  5.0     12.000000   12.2882057
7   Francisco Lindor  CLE    SS   4700 17.0     11.545455   12.0113583
8       Bryce Harper  WSH    OF   5100 14.0     12.555556   12.8851767
9   Michael Brantley  CLE    OF   4500 16.0      9.875000    6.1513645
10   Domingo Santana  MIL    OF   3600  4.0      9.600000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     4 0.278 0.082
5          9         0.0 0.00     5 0.433 0.255
6          3         0.0 0.00     6 0.490 0.438
7         11         0.0 0.00     2 0.445 0.327
8          9         0.0 0.00     3 0.465 0.311
9          8         0.0 0.00     3 0.354 0.195
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 162.6 (4)"
         Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12800 30.75           NaN           NA
2      Brian Johnson  BOS     P   4200 13.85           NaN           NA
3         Manny Pina  MIL     C   2700  7.00      8.666667     8.310636
4  Edwin Encarnacion  CLE    1B   4500 24.00      4.818182     3.156523
5       Jose Ramirez  CLE    2B   4000 21.00     10.333333    13.973189
6  Lonnie Chisenhall  CLE 3B/OF   3300  5.00     12.000000    12.288206
7   Francisco Lindor  CLE    SS   4700 17.00     11.545455    12.011358
8         Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9   Michael Brantley  CLE    OF   4500 16.00      9.875000     6.151365
10    Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     4 0.278 0.082
5          9         0.0 0.00     5 0.433 0.255
6          3         0.0 0.00     6 0.490 0.438
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9          8         0.0 0.00     3 0.354 0.195
10        11         0.0 0.00     1 0.359 0.180

[1] "Total fpts: 151.6 (5)"
     Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12800 30.75           NaN           NA
2   Brian Johnson  BOS   P   4200 13.85           NaN           NA
3  Salvador Perez   KC   C   3400  3.00      8.500000     6.587024
4      Joey Votto  CIN  1B   4800 25.00      7.833333     5.749835
5     Jose Peraza  CIN  2B   3700 20.00      7.000000     7.363574
6     Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7    Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8     Adam Duvall  CIN  OF   4100 27.00      8.090909     9.115421
9  Billy Hamilton  CIN  OF   4000 17.00      7.636364     6.576819
10 Scott Schebler  CIN  OF   3600  0.00      6.700000     6.766749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         12         0.0 0.00     3 0.319 0.250
5         10         0.0 0.00     2 0.240 0.040
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         11         0.0 0.00     4 0.365 0.244
9         11         0.0 0.00     1 0.224 0.059
10        10         0.0 0.00     5 0.342 0.282

[1] "Total fpts: 150.95 (6)"
      Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Luis Severino  NYY   P   6500 30.20     22.600000   16.3341666
3   Miguel Montero  CHC   C   3100 24.00      7.500000    0.7071068
4    Anthony Rizzo  CHC  1B   5000 10.00      6.818182    5.3069423
5      Brad Miller   TB  2B   3500  9.00      8.000000    9.1869473
6    Evan Longoria   TB  3B   4000  2.00      6.923077    6.5886460
7      Tim Beckham   TB  SS   2800 21.00      3.636364    5.1821372
8       Ryan Braun  MIL  OF   4600 10.00     13.166667    9.0235382
9  Kevin Kiermaier   TB  OF   3300 14.00      6.384615    7.0891756
10 Corey Dickerson   TB  OF   3200  0.00      9.200000    6.0699625
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5         11         0.0 0.00     4 0.311 0.188
6         13         0.0 0.00     3 0.302 0.154
7         11         0.0 0.00     9 0.222 0.100
8         12         0.0 0.00     3 0.446 0.378
9         13         0.0 0.00     2 0.303 0.057
10        10         0.0 0.00     1 0.426 0.280

[1] "Total fpts: 148.95 (7)"
       Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800 30.75           NaN           NA
2     Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3        Manny Pina  MIL   C   2700  7.00      8.666667     8.310636
4  Paul Goldschmidt  ARI  1B   4900 10.00      9.500000     5.880215
5   Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6         Jake Lamb  ARI  3B   3900  9.00     11.076923     7.477316
7     Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8        AJ Pollock  ARI  OF   4000 15.00      8.083333     7.971065
9     Yasmany Tomas  ARI  OF   3800 23.00      7.272727     7.226215
10    David Peralta  ARI  OF   3600 10.00      7.583333     9.070014
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         14         0.0 0.00     3 0.385 0.184
5         12         0.0 0.00     1 0.244 0.200
6         13         0.0 0.00     4 0.430 0.292
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     1 0.289 0.143
9         11         0.0 0.00     5 0.333 0.205
10        12         0.0 0.00     2 0.298 0.180

[1] "Total fpts: 148.6 (8)"
         Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Brian Johnson  BOS     P   4200 13.85           NaN           NA
3        Manny Pina  MIL     C   2700  7.00      8.666667     8.310636
4       Eric Thames  MIL 1B/OF   3900 17.00     16.900000     8.987028
5     Daniel Murphy  WSH    2B   4400  0.00      9.555556    11.468556
6       Travis Shaw  MIL    3B   3400 35.00      7.750000     6.426154
7  Francisco Lindor  CLE    SS   4700 17.00     11.545455    12.011358
8      Bryce Harper  WSH    OF   5100 14.00     12.555556    12.885177
9        Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
10  Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         10         0.0 0.00     2 0.591 0.595
5          9         0.0 0.00     4 0.446 0.245
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     2 0.445 0.327
8          9         0.0 0.00     3 0.465 0.311
9         12         0.0 0.00     3 0.446 0.378
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 146.95 (9)"
         Lineup (29) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2      Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3        JT Realmuto  MIA   C   3200  3.00      8.666667     7.968689
4        Justin Bour  MIA  1B   2900 19.00      4.545455     4.612237
5         Dee Gordon  MIA  2B   3800  7.00      8.363636     5.482203
6        Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7      Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8     Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
9  Giancarlo Stanton  MIA  OF   4200  0.00      8.454545     9.811867
10  Christian Yelich  MIA  OF   3900 10.00      9.750000     8.114241
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     2 0.440 0.244
4         11         0.0 0.00     5 0.239 0.111
5         11         0.0 0.00     1 0.314 0.035
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     1 0.359 0.180
9         11         0.0 0.00     4 0.332 0.204
10        12         0.0 0.00     3 0.305 0.161

[1] "Total fpts: 144.95 (10)"
       Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2    Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3   Russell Martin  TOR     C   3700 18.00      3.800000     3.011091
4     Justin Smoak  TOR    1B   3100 21.00      5.500000     6.740072
5    Darwin Barney  TOR 2B/SS   2500  3.00      4.500000     4.203173
6      Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7  Troy Tulowitzki  TOR    SS   4000  6.00      6.500000     8.005680
8       Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9  Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
10    Steve Pearce  TOR    OF   3500  7.00      2.625000     3.777282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3         10         0.0 0.00     6 0.226 0.032
4          8         0.0 0.00     5 0.312 0.219
5          4         0.0 0.00     8 0.435 0.000
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     4 0.293 0.159
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     5 0.372 0.244
10         8         0.0 0.00     7 0.175 0.000

[1] "Total fpts: 143.75 (11)"
       Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2       Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3       Manny Pina  MIL     C   2700  7.00      8.666667     8.310636
4      Justin Bour  MIA    1B   2900 19.00      4.545455     4.612237
5      Wilmer Difo  WSH 2B/SS   2500  7.00      2.750000     2.061553
6      Travis Shaw  MIL    3B   3400 35.00      7.750000     6.426154
7    Orlando Arcia  MIL    SS   3300 14.00      4.000000     4.512609
8   Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
9     Keon Broxton  MIL    OF   3700  0.00      5.222222     7.562701
10 Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     5 0.239 0.111
5          4         0.0 0.00     8 0.209 0.000
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     1 0.359 0.180
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 140.6 (12)"
       Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH     P  12800 30.75           NaN           NA
2   Brian Johnson  BOS     P   4200 13.85           NaN           NA
3    Matt Wieters  WSH     C   2900  9.00      8.142857     9.007933
4   Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5     Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333     6.422616
6     Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7   Orlando Arcia  MIL    SS   3300 14.00      4.000000     4.512609
8    Bryce Harper  WSH    OF   5100 14.00     12.555556    12.885177
9  Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
10        Jon Jay  CHC    OF   3100 16.00      1.500000     2.121320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          7         0.0 0.00     7 0.406 0.200
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     8 0.211 0.048
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     1 0.359 0.180
10         2         0.0 0.00     9 0.382 0.000

[1] "Total fpts: 137.95 (13)"
      Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3       Manny Pina  MIL   C   2700  7.00      8.666667     8.310636
4    Mark Reynolds  COL  1B   3500  5.00     10.090909     8.372031
5      DJ LeMahieu  COL  2B   3600  2.00      6.454545     6.728501
6    Nolan Arenado  COL  3B   4400 35.00      9.166667     7.259268
7     Trevor Story  COL  SS   4100 14.00      6.090909     5.821590
8       Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9  Carlos Gonzalez  COL  OF   4000  0.00      4.363636     4.249064
10 Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     5 0.408 0.306
5         11         0.0 0.00     2 0.339 0.120
6         12         0.0 0.00     3 0.441 0.327
7         11         0.0 0.00     6 0.246 0.136
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.234 0.135
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 134.95 (14)"
       Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2    Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3   Chris Iannetta  ARI     C   2600 14.00      7.500000     6.027714
4    Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5    Brandon Drury  ARI    2B   3400  4.00      6.000000     6.466698
6        Jake Lamb  ARI    3B   3900  9.00     11.076923     7.477316
7     Chris Owings  ARI OF/SS   3400  0.00      9.083333     9.737074
8       Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9    Yasmany Tomas  ARI    OF   3800 23.00      7.272727     7.226215
10 Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          4         0.0 0.00     8 0.358 0.188
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     6 0.306 0.091
6         13         0.0 0.00     4 0.430 0.292
7         12         0.0 0.00     7 0.365 0.125
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     5 0.333 0.205
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 134.6 (15)"
        Lineup (61) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Brian Johnson  BOS     P   4200 13.85           NaN           NA
3     Roberto Perez  CLE     C   2600  3.00      1.750000     2.362908
4    Carlos Santana  CLE 1B/OF   4400 10.00      7.818182     9.086453
5       Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333     6.422616
6       Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7  Francisco Lindor  CLE    SS   4700 17.00     11.545455    12.011358
8  Michael Brantley  CLE    OF   4500 16.00      9.875000     6.151365
9    Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
10  Abraham Almonte  CLE    OF   3300 11.00      4.400000     2.607681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          4         0.0 0.00     9 0.064 0.000
4         11         0.0 0.00     1 0.295 0.175
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.445 0.327
8          8         0.0 0.00     3 0.354 0.195
9         11         0.0 0.00     1 0.359 0.180
10         5         0.0 0.00     8 0.335 0.036

[1] "Total fpts: 133.95 (16)"
        Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800 30.75           NaN           NA
2     Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3  Martin Maldonado  LAA   C   2300 10.00      4.444444     2.962731
4     Albert Pujols  LAA  1B   4000 18.00      5.909091     6.315925
5   Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6     Yunel Escobar  LAA  3B   3100 10.00      7.166667     8.110973
7     Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8        Mike Trout  LAA  OF   5200 11.00     10.166667     4.858607
9        Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
10     Kole Calhoun  LAA  OF   3700  0.00      6.000000     6.075285
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     9 0.299 0.032
4         11         0.0 0.00     4 0.246 0.080
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     1 0.329 0.107
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.437 0.306
9         12         0.0 0.00     3 0.446 0.378
10        12         0.0 0.00     2 0.315 0.120

[1] "Total fpts: 133.95 (17)"
         Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2      Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3   Martin Maldonado  LAA   C   2300 10.00      4.444444     2.962731
4            CJ Cron  LAA  1B   3500  0.00      4.666667     4.082483
5     Danny Espinosa  LAA  2B   2900  3.00      7.083333     7.971065
6        Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7  Andrelton Simmons  LAA  SS   3000 17.00      5.727273     5.330871
8         Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9     Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
10    Cameron Maybin  LAA  OF   3600  0.00      7.375000     4.373214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     9 0.299 0.032
4          6         0.0 0.00     5 0.258 0.035
5         12         0.0 0.00     8 0.262 0.184
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     7 0.310 0.087
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10         8         0.0 0.00     6 0.286 0.121

[1] "Total fpts: 131.95 (18)"
         Lineup (86) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12800 30.75           NaN           NA
2      Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3  Christian Vazquez  BOS     C   2400  3.00     13.500000    13.478378
4      Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5    Marco Hernandez  BOS 2B/3B   2600  2.00      5.750000     5.619905
6    Xander Bogaerts  BOS 3B/SS   3900  8.00      8.250000     5.897942
7       Aledmys Diaz  STL    SS   4000  0.00      7.727273    11.975733
8       Mookie Betts  BOS    OF   4800 26.00      6.555556     7.247605
9         Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
10 Andrew Benintendi  BOS    OF   3400 12.00      7.818182     6.274045
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          4         0.0 0.00     8 0.741 0.417
4         11         0.0 0.00     3 0.367 0.120
5          4         0.0 0.00     9 0.250 0.044
6          8         0.0 0.00     1 0.331 0.028
7         11         0.0 0.00     2 0.288 0.231
8          9         0.0 0.00     3 0.363 0.075
9         12         0.0 0.00     3 0.446 0.378
10        11         0.0 0.00     2 0.366 0.118

[1] "Total fpts: 131.1 (19)"
       Lineup (54) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Shelby Miller  ARI     P   7500 24.9     15.200000     5.656854
2    Luis Severino  NYY     P   6500 30.2     22.600000    16.334167
3       Alex Avila  DET     C   2700  0.0     17.000000     8.717798
4    Anthony Rizzo  CHC    1B   5000 10.0      6.818182     5.306942
5      Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333     6.422616
6      Kris Bryant  CHC    3B   5000 15.0      8.727273    10.354621
7  Troy Tulowitzki  TOR    SS   4000  6.0      6.500000     8.005680
8       Mike Trout  LAA    OF   5200 11.0     10.166667     4.858607
9   Kyle Schwarber  CHC    OF   4400 18.0      7.000000     4.919350
10         Jon Jay  CHC    OF   3100 16.0      1.500000     2.121320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.3 1.50    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          3         0.0 0.00     7 0.854 0.800
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     4 0.293 0.159
8         12         0.0 0.00     3 0.437 0.306
9         11         0.0 0.00     1 0.359 0.180
10         2         0.0 0.00     9 0.382 0.000

[1] "Total fpts: 131.1 (20)"
      Lineup (134) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Shelby Miller  ARI     P   7500 24.9     15.200000     5.656854
2    Luis Severino  NYY     P   6500 30.2     22.600000    16.334167
3       Manny Pina  MIL     C   2700  7.0      8.666667     8.310636
4      Chris Davis  BAL    1B   4700  5.0      9.090909     8.251722
5      Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333     6.422616
6      Travis Shaw  MIL    3B   3400 35.0      7.750000     6.426154
7    Orlando Arcia  MIL    SS   3300 14.0      4.000000     4.512609
8       Mike Trout  LAA    OF   5200 11.0     10.166667     4.858607
9     Keon Broxton  MIL    OF   3700  0.0      5.222222     7.562701
10 Domingo Santana  MIL    OF   3600  4.0      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.3 1.50    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     4 0.423 0.293
5          9         0.0 0.00     4 0.335 0.143
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.437 0.306
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 130.6 (21)"
       Lineup (82) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET     P   8900 12.7           NaN           NA
2    Shelby Miller  ARI     P   7500 24.9     15.200000    5.6568542
3   Miguel Montero  CHC     C   3100 24.0      7.500000    0.7071068
4    Anthony Rizzo  CHC    1B   5000 10.0      6.818182    5.3069423
5      Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333    6.4226163
6      Kris Bryant  CHC    3B   5000 15.0      8.727273   10.3546213
7    Orlando Arcia  MIL    SS   3300 14.0      4.000000    4.5126086
8  George Springer  HOU    OF   4400 17.0     10.250000    9.2944265
9       Adam Eaton  WSH    OF   3700  5.0     10.875000    6.9577808
10   Jason Heyward  CHC    OF   3300  8.0      6.000000    4.1633320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.0 0.92    NA 0.000 0.000
2          2         5.3 1.50    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     1 0.354 0.339
9          8         0.0 0.00     1 0.412 0.186
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 129.75 (22)"
        Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800 30.75           NaN           NA
2        Yu Darvish  TEX   P  10700  9.00     26.425000   12.9046988
3    Miguel Montero  CHC   C   3100 24.00      7.500000    0.7071068
4      Brandon Belt   SF  1B   3700  5.00      7.166667    6.0578024
5   Cesar Hernandez  PHI  2B   3000 11.00     13.555556    9.2616293
6     Maikel Franco  PHI  3B   3800  2.00      8.222222    7.4124520
7     Orlando Arcia  MIL  SS   3300 14.00      4.000000    4.5126086
8    Odubel Herrera  PHI  OF   3600 19.00      6.250000    2.9640706
9  Michael Saunders  PHI  OF   3200  8.00      7.142857    8.9522543
10      Daniel Nava  PHI  OF   2800  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         12         0.0 0.00     2 0.354 0.275
5          9         0.0 0.00     1 0.427 0.269
6          9         0.0 0.00     4 0.245 0.152
7         12         0.0 0.00     8 0.211 0.048
8          8         0.0 0.00     3 0.340 0.075
9          7         0.0 0.00     5 0.259 0.100
10         0         0.0 0.00     2 0.701 0.700

[1] "Total fpts: 128.95 (23)"
        Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2    Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3       Manny Pina  MIL     C   2700  7.00      8.666667     8.310636
4    Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5   Logan Forsythe  LAD 2B/3B   3700  2.00      7.700000     5.945119
6      Travis Shaw  MIL    3B   3400 35.00      7.750000     6.426154
7     Aledmys Diaz  STL    SS   4000  0.00      7.727273    11.975733
8       Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9     Keon Broxton  MIL    OF   3700  0.00      5.222222     7.562701
10 Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     3 0.367 0.120
5         10         0.0 0.00     1 0.343 0.046
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 128.95 (24)"
        Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Luis Severino  NYY     P   6500 30.20     22.600000   16.3341666
3    Miguel Montero  CHC     C   3100 24.00      7.500000    0.7071068
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182    5.3069423
5  Jurickson Profar  TEX 2B/3B   3100  2.00      5.666667    1.9663842
6        Joey Gallo  TEX    3B   3400  0.00      8.000000    8.0903983
7      Elvis Andrus  TEX    SS   3600 20.00      8.750000    7.8523303
8        Ryan Braun  MIL    OF   4600 10.00     13.166667    9.0235382
9      Carlos Gomez  TEX    OF   3700  0.00      7.166667    7.9753408
10     Nomar Mazara  TEX    OF   3500  2.00     12.500000   10.2024952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5          6         0.0 0.00     9 0.283 0.000
6         12         0.0 0.00     8 0.320 0.238
7         12         0.0 0.00     2 0.389 0.289
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     1 0.314 0.235
10        12         0.0 0.00     3 0.435 0.278

[1] "Total fpts: 127.75 (25)"
       Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Hyun-Jin Ryu  LAD     P   8000 14.10           NaN           NA
2      Zack Wheeler  NYM     P   7800 19.65      9.275000     9.157033
3      Matt Wieters  WSH     C   2900  9.00      8.142857     9.007933
4       Eric Thames  MIL 1B/OF   3900 17.00     16.900000     8.987028
5   Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6       Travis Shaw  MIL    3B   3400 35.00      7.750000     6.426154
7  Asdrubal Cabrera  NYM    SS   3700  2.00      8.666667     8.876254
8        Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9   George Springer  HOU    OF   4400 17.00     10.250000     9.294426
10  Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.7 1.61    NA 0.000 0.000
2          2         4.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     7 0.406 0.200
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     2 0.321 0.143
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     1 0.354 0.339
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 127.6 (26)"
      Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Brian Johnson  BOS   P   4200 13.85           NaN           NA
3  Tucker Barnhart  CIN   C   2700  7.00      4.700000     4.831609
4    Anthony Rizzo  CHC  1B   5000 10.00      6.818182     5.306942
5  Scooter Gennett  CIN  2B   3600  3.00     12.000000    11.401754
6      Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7      Zack Cozart  CIN  SS   3400 11.00     10.300000     5.850926
8       Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9      Adam Duvall  CIN  OF   4100 27.00      8.090909     9.115421
10  Scott Schebler  CIN  OF   3600  0.00      6.700000     6.766749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     8 0.296 0.063
4         11         0.0 0.00     3 0.367 0.120
5          5         0.0 0.00     7 0.435 0.423
6         11         0.0 0.00     2 0.326 0.192
7         10         0.0 0.00     6 0.505 0.297
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.365 0.244
10        10         0.0 0.00     5 0.342 0.282

[1] "Total fpts: 126.95 (27)"
        Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3      Nick Hundley   SF     C   3100  7.00      8.000000     7.000000
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5         Joe Panik   SF    2B   3500 17.00      6.181818     4.854239
6     Eduardo Nunez   SF 3B/SS   3700  3.00      7.916667     7.833011
7  Brandon Crawford   SF    SS   3400  5.00      9.272727     6.198240
8      Bryce Harper  WSH    OF   5100 14.00     12.555556    12.885177
9        Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
10    Chris Marrero   SF    OF   2100  0.00      4.666667     7.257180
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4         11         0.0 0.00     3 0.367 0.120
5         11         0.0 0.00     8 0.353 0.140
6         12         0.0 0.00     6 0.314 0.042
7         11         0.0 0.00     5 0.357 0.234
8          9         0.0 0.00     3 0.465 0.311
9         12         0.0 0.00     3 0.446 0.378
10         6         0.0 0.00     9 0.192 0.115

[1] "Total fpts: 126.2 (28)"
       Lineup (69) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2    Luis Severino  NYY   P   6500 30.2     22.600000   16.3341666
3   Miguel Montero  CHC   C   3100 24.0      7.500000    0.7071068
4  Kendrys Morales  TOR  1B   3800  7.0      7.000000    6.2812853
5     Devon Travis  TOR  2B   3900  4.0      2.666667    2.5980762
6      Kris Bryant  CHC  3B   5000 15.0      8.727273   10.3546213
7  Troy Tulowitzki  TOR  SS   4000  6.0      6.500000    8.0056798
8       Ryan Braun  MIL  OF   4600 10.0     13.166667    9.0235382
9    Jose Bautista  TOR  OF   4600  4.0      4.500000    3.0000000
10    Kevin Pillar  TOR  OF   3400 17.0      5.166667    5.5568685
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         12         0.0 0.00     3 0.323 0.182
5          9         0.0 0.00     9 0.126 0.000
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     4 0.293 0.159
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     2 0.224 0.046
10        12         0.0 0.00     1 0.310 0.109

[1] "Total fpts: 124.95 (29)"
       Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12800 30.75           NaN           NA
2   Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3      Manny Pina  MIL   C   2700  7.00      8.666667     8.310636
4  Ryan Zimmerman  WSH  1B   3100 12.00      8.428571     8.403514
5   Daniel Murphy  WSH  2B   4400  0.00      9.555556    11.468556
6  Anthony Rendon  WSH  3B   3600  2.00      4.000000     4.203173
7   Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8    Bryce Harper  WSH  OF   5100 14.00     12.555556    12.885177
9      Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
10     Adam Eaton  WSH  OF   3700  5.00     10.875000     6.957781
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4          7         0.0 0.00     5 0.429 0.310
5          9         0.0 0.00     4 0.446 0.245
6          7         0.0 0.00     2 0.222 0.046
7         12         0.0 0.00     8 0.211 0.048
8          9         0.0 0.00     3 0.465 0.311
9         12         0.0 0.00     3 0.446 0.378
10         8         0.0 0.00     1 0.412 0.186

[1] "Total fpts: 122.75 (30)"
         Lineup (80) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12800 30.75           NaN           NA
2         Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3  Christian Vazquez  BOS     C   2400  3.00     13.500000    13.478378
4     Mitch Moreland  BOS    1B   2900 19.00      9.181818     7.277612
5    Marco Hernandez  BOS 2B/3B   2600  2.00      5.750000     5.619905
6     Pablo Sandoval  BOS    3B   3300 15.00      5.400000     6.095536
7      Orlando Arcia  MIL    SS   3300 14.00      4.000000     4.512609
8         Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9     Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
10       Chris Young  BOS    OF   2800  2.00      5.888889     4.807402
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          4         0.0 0.00     8 0.741 0.417
4         11         0.0 0.00     5 0.434 0.250
5          4         0.0 0.00     9 0.250 0.044
6         10         0.0 0.00     7 0.240 0.238
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10         9         0.0 0.00     6 0.321 0.048

[1] "Total fpts: 121.2 (31)"
       Lineup (3) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX     P  10700  9.0     26.425000    12.904699
2   Luis Severino  NYY     P   6500 30.2     22.600000    16.334167
3      Manny Pina  MIL     C   2700  7.0      8.666667     8.310636
4   Anthony Rizzo  CHC    1B   5000 10.0      6.818182     5.306942
5     Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333     6.422616
6     Kris Bryant  CHC    3B   5000 15.0      8.727273    10.354621
7   Orlando Arcia  MIL    SS   3300 14.0      4.000000     4.512609
8      Ryan Braun  MIL    OF   4600 10.0     13.166667     9.023538
9  Kyle Schwarber  CHC    OF   4400 18.0      7.000000     4.919350
10  Jason Heyward  CHC    OF   3300  8.0      6.000000     4.163332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 121.2 (32)"
        Lineup (27) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR     P   8300 -0.7      21.70000    0.3535534
2     Shelby Miller  ARI     P   7500 24.9      15.20000    5.6568542
3    Salvador Perez   KC     C   3400  3.0       8.50000    6.5870243
4       Eric Thames  MIL 1B/OF   3900 17.0      16.90000    8.9870277
5   Jonathan Villar  MIL    2B   4300  0.0       8.75000   10.3933983
6       Travis Shaw  MIL    3B   3400 35.0       7.75000    6.4261539
7  Francisco Lindor  CLE    SS   4700 17.0      11.54545   12.0113583
8        Mike Trout  LAA    OF   5200 11.0      10.16667    4.8586069
9        Ryan Braun  MIL    OF   4600 10.0      13.16667    9.0235382
10  Domingo Santana  MIL    OF   3600  4.0       9.60000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          2         5.3 1.50    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.437 0.306
9         12         0.0 0.00     3 0.446 0.378
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 121.2 (33)"
       Lineup (116) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000    12.904699
2     Luis Severino  NYY     P   6500 30.2     22.600000    16.334167
3  Martin Maldonado  LAA     C   2300 10.0      4.444444     2.962731
4       Eric Thames  MIL 1B/OF   3900 17.0     16.900000     8.987028
5    Danny Espinosa  LAA    2B   2900  3.0      7.083333     7.971065
6     Yunel Escobar  LAA    3B   3100 10.0      7.166667     8.110973
7  Francisco Lindor  CLE    SS   4700 17.0     11.545455    12.011358
8        Mike Trout  LAA    OF   5200 11.0     10.166667     4.858607
9      Bryce Harper  WSH    OF   5100 14.0     12.555556    12.885177
10     Kole Calhoun  LAA    OF   3700  0.0      6.000000     6.075285
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     9 0.299 0.032
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     8 0.262 0.184
6         12         0.0 0.00     1 0.329 0.107
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.437 0.306
9          9         0.0 0.00     3 0.465 0.311
10        12         0.0 0.00     2 0.315 0.120

[1] "Total fpts: 119.75 (34)"
         Lineup (91) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12800 30.75           NaN           NA
2         Yu Darvish  TEX     P  10700  9.00     26.425000   12.9046988
3     Miguel Montero  CHC     C   3100 24.00      7.500000    0.7071068
4        Justin Bour  MIA    1B   2900 19.00      4.545455    4.6122367
5       Adam Frazier  PIT 2B/OF   3000  5.00      8.111111    8.8662907
6     Derek Dietrich  MIA    3B   2800  8.00      4.800000    6.5625198
7      Orlando Arcia  MIL    SS   3300 14.00      4.000000    4.5126086
8  Giancarlo Stanton  MIA    OF   4200  0.00      8.454545    9.8118667
9   Christian Yelich  MIA    OF   3900 10.00      9.750000    8.1142411
10     Marcell Ozuna  MIA    OF   3300  0.00     12.583333   11.8126152
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     5 0.239 0.111
5          9         0.0 0.00     1 0.374 0.180
6         10         0.0 0.00     7 0.296 0.094
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     4 0.332 0.204
9         12         0.0 0.00     3 0.305 0.161
10        12         0.0 0.00     6 0.461 0.314

[1] "Total fpts: 118.95 (35)"
        Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800 30.75           NaN           NA
2     Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3      Cameron Rupp  PHI   C   2800  8.00      4.857143     6.283008
4      Tommy Joseph  PHI  1B   3400  7.00      4.250000     4.773438
5   Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6     Maikel Franco  PHI  3B   3800  2.00      8.222222     7.412452
7     Freddy Galvis  PHI  SS   3000  5.00      5.333333     6.782330
8        Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9    Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
10 Michael Saunders  PHI  OF   3200  8.00      7.142857     8.952254
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          7         0.0 0.00     7 0.281 0.167
4          8         0.0 0.00     6 0.211 0.111
5         12         0.0 0.00     1 0.244 0.200
6          9         0.0 0.00     4 0.245 0.152
7          9         0.0 0.00     8 0.254 0.191
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10         7         0.0 0.00     5 0.259 0.100

[1] "Total fpts: 118.75 (36)"
     Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Hyun-Jin Ryu  LAD     P   8000 14.10           NaN           NA
2    Zack Wheeler  NYM     P   7800 19.65      9.275000     9.157033
3    Brian McCann  HOU     C   3300  6.00      9.571429     5.912054
4   Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5     Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333     6.422616
6     Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7    Elvis Andrus  TEX    SS   3600 20.00      8.750000     7.852330
8  Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
9    Josh Reddick  HOU    OF   3500  0.00      6.111111     6.009252
10        Jon Jay  CHC    OF   3100 16.00      1.500000     2.121320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.7 1.61    NA 0.000 0.000
2          2         4.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     2 0.389 0.289
8         11         0.0 0.00     1 0.359 0.180
9          9         0.0 0.00     2 0.323 0.054
10         2         0.0 0.00     9 0.382 0.000

[1] "Total fpts: 117.95 (37)"
        Lineup (28) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3     Roberto Perez  CLE     C   2600  3.00      1.750000     2.362908
4    Carlos Santana  CLE 1B/OF   4400 10.00      7.818182     9.086453
5   Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6        Yandy Diaz  CLE    3B   2800  2.00      5.090909     3.360195
7  Francisco Lindor  CLE    SS   4700 17.00     11.545455    12.011358
8        Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9   Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
10  Abraham Almonte  CLE    OF   3300 11.00      4.400000     2.607681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          4         0.0 0.00     9 0.064 0.000
4         11         0.0 0.00     1 0.295 0.175
5         12         0.0 0.00     1 0.244 0.200
6         11         0.0 0.00     7 0.278 0.021
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     5 0.372 0.244
10         5         0.0 0.00     8 0.335 0.036

[1] "Total fpts: 117.95 (38)"
     Lineup (124) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12800 30.75           NaN           NA
2   Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3    Derek Norris   TB   C   2600  8.00      4.222222     5.044249
4  Logan Morrison   TB  1B   3100  5.00      9.777778     9.921917
5     Brad Miller   TB  2B   3500  9.00      8.000000     9.186947
6   Evan Longoria   TB  3B   4000  2.00      6.923077     6.588646
7    Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8      Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9  Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
10   Steven Souza   TB  OF   3400  5.00      8.769231     8.135866
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     7 0.185 0.028
4          9         0.0 0.00     6 0.377 0.233
5         11         0.0 0.00     4 0.311 0.188
6         13         0.0 0.00     3 0.302 0.154
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        13         0.0 0.00     5 0.413 0.200

[1] "Total fpts: 117.45 (39)"
         Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH     P  12800 30.75           NaN           NA
2       Andrew Triggs  OAK     P   5000 25.70           NaN           NA
3  Welington Castillo  BAL     C   3800 10.00      5.666667     5.744563
4         Chris Davis  BAL    1B   4700  5.00      9.090909     8.251722
5        Adam Frazier  PIT 2B/OF   3000  5.00      8.111111     8.866291
6       Manny Machado  BAL    3B   4900  0.00      7.272727     6.558825
7   Andrelton Simmons  LAA    SS   3000 17.00      5.727273     5.330871
8         Mark Trumbo  BAL    OF   4600  6.00      6.454545     7.554649
9          Adam Jones  BAL    OF   4500 18.00      8.000000     5.099020
10       Josh Reddick  HOU    OF   3500  0.00      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         5.8 1.03    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5          9         0.0 0.00     1 0.374 0.180
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     7 0.310 0.087
8         11         0.0 0.00     5 0.245 0.114
9         11         0.0 0.00     2 0.358 0.205
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 116.95 (40)"
       Lineup (83) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3  Travis d'Arnaud  NYM   C   3000  0.00     11.375000    14.559607
4       Lucas Duda  NYM  1B   3600  4.00     10.666667    11.905881
5      Neil Walker  NYM  2B   3600  0.00      5.750000     4.136863
6       Jose Reyes  NYM  3B   4000  5.00      2.454545     2.841255
7    Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8       Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9   Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
10       Jay Bruce  NYM  OF   3600  5.00      9.750000     9.946448
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          8         0.0 0.00     8 0.446 0.323
4          9         0.0 0.00     6 0.404 0.359
5         12         0.0 0.00     5 0.296 0.065
6         11         0.0 0.00     7 0.148 0.022
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     4 0.387 0.271

[1] "Total fpts: 116.95 (41)"
       Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3     Jason Castro  MIN   C   2800  9.00      5.142857     6.309479
4    Anthony Rizzo  CHC  1B   5000 10.00      6.818182     5.306942
5  Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6      Miguel Sano  MIN  3B   4100 14.00      9.800000     9.283199
7    Jorge Polanco  MIN  SS   3300  5.00      7.000000     4.784233
8       Max Kepler  MIN  OF   3800  7.00      7.900000     8.265726
9  Robbie Grossman  MIN  OF   3600  7.00     10.625000     6.864765
10 Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          7         0.0 0.00     6 0.332 0.129
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     1 0.244 0.200
6         10         0.0 0.00     3 0.423 0.341
7         10         0.0 0.00     7 0.347 0.133
8         10         0.0 0.00     4 0.371 0.208
9          8         0.0 0.00     5 0.463 0.188
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 116.8 (42)"
       Lineup (74) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET     P   8900 12.7           NaN           NA
2     Hyun-Jin Ryu  LAD     P   8000 14.1           NaN           NA
3       Manny Pina  MIL     C   2700  7.0      8.666667     8.310636
4      Eric Thames  MIL 1B/OF   3900 17.0     16.900000     8.987028
5      Jose Altuve  HOU    2B   4800  6.0      9.666667     8.835191
6      Travis Shaw  MIL    3B   3400 35.0      7.750000     6.426154
7     Aledmys Diaz  STL    SS   4000  0.0      7.727273    11.975733
8       Mike Trout  LAA    OF   5200 11.0     10.166667     4.858607
9       Ryan Braun  MIL    OF   4600 10.0     13.166667     9.023538
10 Domingo Santana  MIL    OF   3600  4.0      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.0 0.92    NA 0.000 0.000
2          0         4.7 1.61    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     3 0.365 0.080
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.437 0.306
9         12         0.0 0.00     3 0.446 0.378
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 115.95 (43)"
          Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH   P  12800 30.75           NaN           NA
2       Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3  Welington Castillo  BAL   C   3800 10.00      5.666667     5.744563
4         Chris Davis  BAL  1B   4700  5.00      9.090909     8.251722
5     Jonathan Schoop  BAL  2B   3900  5.00      7.727273     6.512924
6       Manny Machado  BAL  3B   4900  0.00      7.272727     6.558825
7       Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8         Mark Trumbo  BAL  OF   4600  6.00      6.454545     7.554649
9       Jason Heyward  CHC  OF   3300  8.00      6.000000     4.163332
10        Jaff Decker  OAK  OF   2100  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5         11         0.0 0.00     7 0.353 0.237
6         11         0.0 0.00     3 0.300 0.200
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     5 0.245 0.114
9         10         0.0 0.00     5 0.305 0.044
10         0         0.0 0.00     1 0.672 0.400

[1] "Total fpts: 115.6 (44)"
        Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2    Brian Johnson  BOS     P   4200 13.85           NaN           NA
3   Miguel Montero  CHC     C   3100 24.00      7.500000    0.7071068
4    Anthony Rizzo  CHC    1B   5000 10.00      6.818182    5.3069423
5      Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333    6.4226163
6      Kris Bryant  CHC    3B   5000 15.00      8.727273   10.3546213
7     Aledmys Diaz  STL    SS   4000  0.00      7.727273   11.9757330
8       Ryan Braun  MIL    OF   4600 10.00     13.166667    9.0235382
9  Domingo Santana  MIL    OF   3600  4.00      9.600000    5.2323778
10   Jason Heyward  CHC    OF   3300  8.00      6.000000    4.1633320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     5 0.372 0.244
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 115.25 (45)"
        Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Matt Andriese   TB     P   6100 22.50     10.450000     8.838835
3      Nick Hundley   SF     C   3100  7.00      8.000000     7.000000
4      Buster Posey   SF  1B/C   3700  9.00      8.000000     6.904105
5   Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6     Eduardo Nunez   SF 3B/SS   3700  3.00      7.916667     7.833011
7  Brandon Crawford   SF    SS   3400  5.00      9.272727     6.198240
8        Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9    Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
10     Hunter Pence   SF    OF   3900 10.00      7.846154     5.899804
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         5.0 1.60    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4          7         0.0 0.00     4 0.459 0.238
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     6 0.314 0.042
7         11         0.0 0.00     5 0.357 0.234
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        13         0.0 0.00     3 0.340 0.130

[1] "Total fpts: 114.6 (46)"
        Lineup (58) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Wheeler  NYM     P   7800 19.65      9.275000     9.157033
2      Wei-Yin Chen  MIA     P   7700 21.95      8.625000    17.076629
3      Matt Wieters  WSH     C   2900  9.00      8.142857     9.007933
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5       Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333     6.422616
6       Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7  Asdrubal Cabrera  NYM    SS   3700  2.00      8.666667     8.876254
8        Mike Trout  LAA    OF   5200 11.00     10.166667     4.858607
9    Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
10    Jason Heyward  CHC    OF   3300  8.00      6.000000     4.163332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         4.8 1.24    NA 0.000 0.000
2          2         4.5 1.67    NA 0.000 0.000
3          7         0.0 0.00     7 0.406 0.200
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     2 0.321 0.143
8         12         0.0 0.00     3 0.437 0.306
9         11         0.0 0.00     1 0.359 0.180
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 114.55 (47)"
          Lineup (78) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Mike Leake  STL     P   7600 14.05     27.575000     5.338656
2       Matt Andriese   TB     P   6100 22.50     10.450000     8.838835
3  Welington Castillo  BAL     C   3800 10.00      5.666667     5.744563
4       Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5         Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333     6.422616
6         Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7    Francisco Lindor  CLE    SS   4700 17.00     11.545455    12.011358
8      Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
9        Josh Reddick  HOU    OF   3500  0.00      6.111111     6.009252
10      Jason Heyward  CHC    OF   3300  8.00      6.000000     4.163332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.5 0.73    NA 0.000 0.000
2          2         5.0 1.60    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.445 0.327
8         11         0.0 0.00     1 0.359 0.180
9          9         0.0 0.00     2 0.323 0.054
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 114.5 (48)"
        Lineup (23) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
2     Luis Severino  NYY     P   6500 30.2     22.600000   16.3341666
3    Miguel Montero  CHC     C   3100 24.0      7.500000    0.7071068
4     Anthony Rizzo  CHC    1B   5000 10.0      6.818182    5.3069423
5       Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333    6.4226163
6       Kris Bryant  CHC    3B   5000 15.0      8.727273   10.3546213
7  Francisco Lindor  CLE    SS   4700 17.0     11.545455   12.0113583
8        Mike Trout  LAA    OF   5200 11.0     10.166667    4.8586069
9      Keon Broxton  MIL    OF   3700  0.0      5.222222    7.5627009
10    Jason Heyward  CHC    OF   3300  8.0      6.000000    4.1633320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.437 0.306
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 113.95 (49)"
          Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH   P  12800 30.75           NaN           NA
2       Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3  Francisco Cervelli  PIT   C   3000  3.00      6.000000     3.500000
4           Josh Bell  PIT  1B   3100  3.00      3.555556     4.503085
5     Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6        David Freese  PIT  3B   3000  8.00      5.777778     5.783117
7        Jordy Mercer  PIT  SS   3000  9.00      4.200000     3.084009
8          Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9      Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
10    Gregory Polanco  PIT  OF   4100  2.00      8.571429     8.753231
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     6 0.335 0.233
4          9         0.0 0.00     7 0.247 0.056
5         12         0.0 0.00     1 0.244 0.200
6          9         0.0 0.00     5 0.442 0.229
7         10         0.0 0.00     8 0.237 0.023
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10         7         0.0 0.00     4 0.327 0.081

[1] "Total fpts: 113.95 (50)"
      Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2    Luis Severino  NYY     P   6500 30.20     22.600000   16.3341666
3   Miguel Montero  CHC     C   3100 24.00      7.500000    0.7071068
4    Matt Holliday  NYY 1B/OF   3900  0.00      7.909091    7.9931789
5   Starlin Castro  NYY    2B   3400  7.00      8.230769    6.1121988
6      Kris Bryant  CHC    3B   5000 15.00      8.727273   10.3546213
7     Aledmys Diaz  STL    SS   4000  0.00      7.727273   11.9757330
8    Brett Gardner  NYY    OF   3800  2.00      8.800000    8.0249611
9  Jacoby Ellsbury  NYY    OF   3700  5.00      7.750000    5.3278855
10     Aaron Judge  NYY    OF   3700  0.00     10.727273    9.7784550
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.385 0.216
5         13         0.0 0.00     4 0.401 0.173
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         10         0.0 0.00     1 0.297 0.049
9         12         0.0 0.00     2 0.356 0.109
10        11         0.0 0.00     5 0.416 0.375

[1] "Total fpts: 113.2 (51)"
         Lineup (30) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  10700  9.0     26.425000    12.904699
2      Luis Severino  NYY   P   6500 30.2     22.600000    16.334167
3       Brian McCann  HOU   C   3300  6.0      9.571429     5.912054
4      Anthony Rizzo  CHC  1B   5000 10.0      6.818182     5.306942
5        Jose Altuve  HOU  2B   4800  6.0      9.666667     8.835191
6        Kris Bryant  CHC  3B   5000 15.0      8.727273    10.354621
7  Andrelton Simmons  LAA  SS   3000 17.0      5.727273     5.330871
8    George Springer  HOU  OF   4400 17.0     10.250000     9.294426
9     Carlos Beltran  HOU  OF   3700  3.0      5.545455     4.524680
10      Josh Reddick  HOU  OF   3500  0.0      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     3 0.365 0.080
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     7 0.310 0.087
8         12         0.0 0.00     1 0.354 0.339
9         11         0.0 0.00     4 0.272 0.060
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 112.75 (52)"
      Lineup (48) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12800 30.75           NaN           NA
2      Yu Darvish  TEX   P  10700  9.00     26.425000   12.9046988
3  Miguel Montero  CHC   C   3100 24.00      7.500000    0.7071068
4    Brandon Belt   SF  1B   3700  5.00      7.166667    6.0578024
5       Joe Panik   SF  2B   3500 17.00      6.181818    4.8542390
6  Mike Moustakas   KC  3B   3200  3.00     10.750000    6.5846141
7   Orlando Arcia  MIL  SS   3300 14.00      4.000000    4.5126086
8    Hunter Pence   SF  OF   3900 10.00      7.846154    5.8998044
9     Denard Span   SF  OF   3600  0.00      5.666667    3.3166248
10  Chris Marrero   SF  OF   2100  0.00      4.666667    7.2571804
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         12         0.0 0.00     2 0.354 0.275
5         11         0.0 0.00     8 0.353 0.140
6          8         0.0 0.00     2 0.428 0.390
7         12         0.0 0.00     8 0.211 0.048
8         13         0.0 0.00     3 0.340 0.130
9          9         0.0 0.00     1 0.283 0.105
10         6         0.0 0.00     9 0.192 0.115

[1] "Total fpts: 112.6 (53)"
       Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Brian Johnson  BOS   P   4200 13.85           NaN           NA
3  Jonathan Lucroy  TEX   C   3800  0.00      5.888889     7.720823
4      Mike Napoli  TEX  1B   3700  0.00      6.000000     6.660603
5     Rougned Odor  TEX  2B   4100  3.00      5.250000     5.910315
6      Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7     Elvis Andrus  TEX  SS   3600 20.00      8.750000     7.852330
8       Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9   Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
10    Nomar Mazara  TEX  OF   3500  2.00     12.500000    10.202495
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.237 0.077
4         12         0.0 0.00     4 0.252 0.160
5         12         0.0 0.00     5 0.288 0.245
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     2 0.389 0.289
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     3 0.435 0.278

[1] "Total fpts: 111.95 (54)"
       Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2    Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3     Brian McCann  HOU     C   3300  6.00      9.571429     5.912054
4  Marwin Gonzalez  HOU 1B/OF   3000  0.00      8.875000     6.356942
5      Jose Altuve  HOU    2B   4800  6.00      9.666667     8.835191
6     Alex Bregman  HOU    3B   3900  0.00      6.363636     4.884112
7    Orlando Arcia  MIL    SS   3300 14.00      4.000000     4.512609
8   Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
9   Carlos Beltran  HOU    OF   3700  3.00      5.545455     4.524680
10 Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4          8         0.0 0.00     7 0.349 0.300
5         12         0.0 0.00     3 0.365 0.080
6         11         0.0 0.00     6 0.328 0.044
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     1 0.359 0.180
9         11         0.0 0.00     4 0.272 0.060
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 111.6 (55)"
        Lineup (68) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800 30.75           NaN           NA
2     Brian Johnson  BOS   P   4200 13.85           NaN           NA
3    Miguel Montero  CHC   C   3100 24.00      7.500000    0.7071068
4     Anthony Rizzo  CHC  1B   5000 10.00      6.818182    5.3069423
5       Neil Walker  NYM  2B   3600  0.00      5.750000    4.1368631
6       Kris Bryant  CHC  3B   5000 15.00      8.727273   10.3546213
7  Asdrubal Cabrera  NYM  SS   3700  2.00      8.666667    8.8762536
8   Yoenis Cespedes  NYM  OF   4600  7.00     11.500000   15.1687478
9         Jay Bruce  NYM  OF   3600  5.00      9.750000    9.9464475
10 Michael Conforto  NYM  OF   3500  4.00     15.333333    9.2915732
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     5 0.296 0.065
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     2 0.321 0.143
8         12         0.0 0.00     3 0.419 0.438
9         12         0.0 0.00     4 0.387 0.271
10         3         0.0 0.00     1 0.456 0.412

[1] "Total fpts: 110.95 (56)"
        Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2      Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3           AJ Ellis  MIA   C   2300  3.00      3.666667     4.725816
4        Justin Bour  MIA  1B   2900 19.00      4.545455     4.612237
5    Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6     Derek Dietrich  MIA  3B   2800  8.00      4.800000     6.562520
7    Troy Tulowitzki  TOR  SS   4000  6.00      6.500000     8.005680
8       Bryce Harper  WSH  OF   5100 14.00     12.555556    12.885177
9  Giancarlo Stanton  MIA  OF   4200  0.00      8.454545     9.811867
10     Marcell Ozuna  MIA  OF   3300  0.00     12.583333    11.812615
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          3         0.0 0.00     8 0.146 0.000
4         11         0.0 0.00     5 0.239 0.111
5         12         0.0 0.00     1 0.244 0.200
6         10         0.0 0.00     7 0.296 0.094
7         12         0.0 0.00     4 0.293 0.159
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     4 0.332 0.204
10        12         0.0 0.00     6 0.461 0.314

[1] "Total fpts: 109.75 (57)"
        Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12800 30.75           NaN           NA
2         Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3       Cameron Rupp  PHI     C   2800  8.00      4.857143     6.283008
4       Tommy Joseph  PHI    1B   3400  7.00      4.250000     4.773438
5       Adam Frazier  PIT 2B/OF   3000  5.00      8.111111     8.866291
6      Maikel Franco  PHI    3B   3800  2.00      8.222222     7.412452
7  Andrelton Simmons  LAA    SS   3000 17.00      5.727273     5.330871
8    Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
9     Odubel Herrera  PHI    OF   3600 19.00      6.250000     2.964071
10  Michael Saunders  PHI    OF   3200  8.00      7.142857     8.952254
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          7         0.0 0.00     7 0.281 0.167
4          8         0.0 0.00     6 0.211 0.111
5          9         0.0 0.00     1 0.374 0.180
6          9         0.0 0.00     4 0.245 0.152
7         11         0.0 0.00     7 0.310 0.087
8         10         0.0 0.00     5 0.372 0.244
9          8         0.0 0.00     3 0.340 0.075
10         7         0.0 0.00     5 0.259 0.100

[1] "Total fpts: 109.2 (58)"
        Lineup (34) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  10700  9.0     26.425000    12.904699
2     Luis Severino  NYY   P   6500 30.2     22.600000    16.334167
3      Matt Wieters  WSH   C   2900  9.0      8.142857     9.007933
4    Ryan Zimmerman  WSH  1B   3100 12.0      8.428571     8.403514
5     Daniel Murphy  WSH  2B   4400  0.0      9.555556    11.468556
6     Manny Machado  BAL  3B   4900  0.0      7.272727     6.558825
7  Francisco Lindor  CLE  SS   4700 17.0     11.545455    12.011358
8      Bryce Harper  WSH  OF   5100 14.0     12.555556    12.885177
9    Kyle Schwarber  CHC  OF   4400 18.0      7.000000     4.919350
10     Jayson Werth  WSH  OF   3300  0.0      6.375000     5.289815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          7         0.0 0.00     7 0.406 0.200
4          7         0.0 0.00     5 0.429 0.310
5          9         0.0 0.00     4 0.446 0.245
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     2 0.445 0.327
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     1 0.359 0.180
10         8         0.0 0.00     6 0.383 0.225

[1] "Total fpts: 108.95 (59)"
       Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Luis Severino  NYY   P   6500 30.20      22.60000    16.334167
3   Salvador Perez   KC   C   3400  3.00       8.50000     6.587024
4      Eric Hosmer   KC  1B   3900  5.00       4.60000     4.452215
5  Jonathan Villar  MIL  2B   4300  0.00       8.75000    10.393398
6   Mike Moustakas   KC  3B   3200  3.00      10.75000     6.584614
7    Orlando Arcia  MIL  SS   3300 14.00       4.00000     4.512609
8       Ryan Braun  MIL  OF   4600 10.00      13.16667     9.023538
9     Lorenzo Cain   KC  OF   4000  6.00       9.00000     5.142416
10     Alex Gordon   KC  OF   3700  7.00       5.30000     4.522782
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         10         0.0 0.00     4 0.231 0.065
5         12         0.0 0.00     1 0.244 0.200
6          8         0.0 0.00     2 0.428 0.390
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     3 0.416 0.050
10        10         0.0 0.00     1 0.225 0.042

[1] "Total fpts: 107.75 (60)"
        Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2         Yu Darvish  TEX   P  10700  9.00     26.425000    12.904699
3       Derek Norris   TB   C   2600  8.00      4.222222     5.044249
4     Logan Morrison   TB  1B   3100  5.00      9.777778     9.921917
5        Brad Miller   TB  2B   3500  9.00      8.000000     9.186947
6        Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7  Andrelton Simmons  LAA  SS   3000 17.00      5.727273     5.330871
8    Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
9       Steven Souza   TB  OF   3400  5.00      8.769231     8.135866
10    Shane Peterson   TB  OF   2300  5.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          9         0.0 0.00     7 0.185 0.028
4          9         0.0 0.00     6 0.377 0.233
5         11         0.0 0.00     4 0.311 0.188
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     7 0.310 0.087
8         10         0.0 0.00     5 0.372 0.244
9         13         0.0 0.00     5 0.413 0.200
10         0         0.0 0.00     8 0.407 0.429

[1] "Total fpts: 106.65 (61)"
       Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET     P   8900 12.70           NaN           NA
2     Wei-Yin Chen  MIA     P   7700 21.95      8.625000    17.076629
3       Alex Avila  DET     C   2700  0.00     17.000000     8.717798
4      Eric Thames  MIL 1B/OF   3900 17.00     16.900000     8.987028
5  Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6      Travis Shaw  MIL    3B   3400 35.00      7.750000     6.426154
7  Troy Tulowitzki  TOR    SS   4000  6.00      6.500000     8.005680
8       Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9  Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
10    Josh Reddick  HOU    OF   3500  0.00      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.0 0.92    NA 0.000 0.000
2          2         4.5 1.67    NA 0.000 0.000
3          3         0.0 0.00     7 0.854 0.800
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     4 0.293 0.159
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     5 0.372 0.244
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 106.2 (62)"
       Lineup (138) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2     Luis Severino  NYY   P   6500 30.2     22.600000   16.3341666
3    Miguel Montero  CHC   C   3100 24.0      7.500000    0.7071068
4   Freddie Freeman  ATL  1B   4100 10.0     13.636364   14.6374364
5  Brandon Phillips  ATL  2B   3100  3.0      9.727273    8.8779605
6       Kris Bryant  CHC  3B   5000 15.0      8.727273   10.3546213
7    Dansby Swanson  ATL  SS   2900  0.0      4.000000    4.1713307
8        Ryan Braun  MIL  OF   4600 10.0     13.166667    9.0235382
9    Ender Inciarte  ATL  OF   3400  0.0      9.363636   10.0227015
10    Nick Markakis  ATL  OF   3200  5.0      7.272727    4.9008348
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.548 0.467
5         11         0.0 0.00     5 0.370 0.130
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.182 0.076
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.351 0.250
10        11         0.0 0.00     4 0.365 0.200

[1] "Total fpts: 105.75 (63)"
         Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2         Yu Darvish  TEX   P  10700  9.00     26.425000    12.904699
3   Martin Maldonado  LAA   C   2300 10.00      4.444444     2.962731
4     Ryan Zimmerman  WSH  1B   3100 12.00      8.428571     8.403514
5     Danny Espinosa  LAA  2B   2900  3.00      7.083333     7.971065
6      Yunel Escobar  LAA  3B   3100 10.00      7.166667     8.110973
7  Andrelton Simmons  LAA  SS   3000 17.00      5.727273     5.330871
8         Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9       Kole Calhoun  LAA  OF   3700  0.00      6.000000     6.075285
10   Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          9         0.0 0.00     9 0.299 0.032
4          7         0.0 0.00     5 0.429 0.310
5         12         0.0 0.00     8 0.262 0.184
6         12         0.0 0.00     1 0.329 0.107
7         11         0.0 0.00     7 0.310 0.087
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     2 0.315 0.120
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 105.75 (64)"
       Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Hyun-Jin Ryu  LAD     P   8000 14.10           NaN           NA
2      Zack Wheeler  NYM     P   7800 19.65      9.275000    9.1570328
3    Miguel Montero  CHC     C   3100 24.00      7.500000    0.7071068
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182    5.3069423
5       Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333    6.4226163
6       Kris Bryant  CHC    3B   5000 15.00      8.727273   10.3546213
7  Brandon Crawford   SF    SS   3400  5.00      9.272727    6.1982402
8       Mark Trumbo  BAL    OF   4600  6.00      6.454545    7.5546494
9        Seth Smith  BAL    OF   3700  4.00     10.833333    7.1949056
10    Jason Heyward  CHC    OF   3300  8.00      6.000000    4.1633320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.7 1.61    NA 0.000 0.000
2          2         4.8 1.24    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     5 0.357 0.234
8         11         0.0 0.00     5 0.245 0.114
9          6         0.0 0.00     1 0.415 0.360
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 105.65 (65)"
       Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET     P   8900 12.70           NaN           NA
2      Wei-Yin Chen  MIA     P   7700 21.95      8.625000    17.076629
3        Manny Pina  MIL     C   2700  7.00      8.666667     8.310636
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5       Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333     6.422616
6       Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7  Brandon Crawford   SF    SS   3400  5.00      9.272727     6.198240
8    Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
9      Keon Broxton  MIL    OF   3700  0.00      5.222222     7.562701
10          Jon Jay  CHC    OF   3100 16.00      1.500000     2.121320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.0 0.92    NA 0.000 0.000
2          2         4.5 1.67    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     5 0.357 0.234
8         11         0.0 0.00     1 0.359 0.180
9          9         0.0 0.00     7 0.226 0.114
10         2         0.0 0.00     9 0.382 0.000

[1] "Total fpts: 105.3 (66)"
       Lineup (14) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2   Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
3       Manny Pina  MIL     C   2700  7.0      8.666667    8.3106358
4      Eric Thames  MIL 1B/OF   3900 17.0     16.900000    8.9870277
5      Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333    6.4226163
6      Travis Shaw  MIL    3B   3400 35.0      7.750000    6.4261539
7  Troy Tulowitzki  TOR    SS   4000  6.0      6.500000    8.0056798
8       Ryan Braun  MIL    OF   4600 10.0     13.166667    9.0235382
9   Kyle Schwarber  CHC    OF   4400 18.0      7.000000    4.9193496
10 Domingo Santana  MIL    OF   3600  4.0      9.600000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         10         0.0 0.00     2 0.591 0.595
5          9         0.0 0.00     4 0.335 0.143
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     4 0.293 0.159
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 104.75 (67)"
         Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12800 30.75           NaN           NA
2         Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3       Nick Hundley   SF     C   3100  7.00      8.000000     7.000000
4        Eric Thames  MIL 1B/OF   3900 17.00     16.900000     8.987028
5          Joe Panik   SF    2B   3500 17.00      6.181818     4.854239
6      Eduardo Nunez   SF 3B/SS   3700  3.00      7.916667     7.833011
7  Andrelton Simmons  LAA    SS   3000 17.00      5.727273     5.330871
8        Denard Span   SF    OF   3600  0.00      5.666667     3.316625
9    Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
10     Chris Marrero   SF    OF   2100  0.00      4.666667     7.257180
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4         10         0.0 0.00     2 0.591 0.595
5         11         0.0 0.00     8 0.353 0.140
6         12         0.0 0.00     6 0.314 0.042
7         11         0.0 0.00     7 0.310 0.087
8          9         0.0 0.00     1 0.283 0.105
9         10         0.0 0.00     5 0.372 0.244
10         6         0.0 0.00     9 0.192 0.115

[1] "Total fpts: 104.6 (68)"
      Lineup (15) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12800 30.75           NaN           NA
2   Brian Johnson  BOS   P   4200 13.85           NaN           NA
3    Matt Wieters  WSH   C   2900  9.00      8.142857     9.007933
4  Ryan Zimmerman  WSH  1B   3100 12.00      8.428571     8.403514
5   Daniel Murphy  WSH  2B   4400  0.00      9.555556    11.468556
6     Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7    Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8    Bryce Harper  WSH  OF   5100 14.00     12.555556    12.885177
9      Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
10   Jayson Werth  WSH  OF   3300  0.00      6.375000     5.289815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          7         0.0 0.00     7 0.406 0.200
4          7         0.0 0.00     5 0.429 0.310
5          9         0.0 0.00     4 0.446 0.245
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8          9         0.0 0.00     3 0.465 0.311
9         12         0.0 0.00     3 0.446 0.378
10         8         0.0 0.00     6 0.383 0.225

[1] "Total fpts: 104.6 (69)"
      Lineup (113) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET   P   8900 12.7           NaN           NA
2    Shelby Miller  ARI   P   7500 24.9     15.200000     5.656854
3       Manny Pina  MIL   C   2700  7.0      8.666667     8.310636
4     Brandon Belt   SF  1B   3700  5.0      7.166667     6.057802
5    Daniel Murphy  WSH  2B   4400  0.0      9.555556    11.468556
6      Travis Shaw  MIL  3B   3400 35.0      7.750000     6.426154
7  Troy Tulowitzki  TOR  SS   4000  6.0      6.500000     8.005680
8       Ryan Braun  MIL  OF   4600 10.0     13.166667     9.023538
9     Keon Broxton  MIL  OF   3700  0.0      5.222222     7.562701
10 Domingo Santana  MIL  OF   3600  4.0      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.0 0.92    NA 0.000 0.000
2          2         5.3 1.50    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         12         0.0 0.00     2 0.354 0.275
5          9         0.0 0.00     4 0.446 0.245
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     4 0.293 0.159
8         12         0.0 0.00     3 0.446 0.378
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 104.6 (70)"
    Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Max Scherzer  WSH   P  12800 30.75           NaN           NA
2  Brian Johnson  BOS   P   4200 13.85           NaN           NA
3   Jason Castro  MIN   C   2800  9.00      5.142857     6.309479
4  Anthony Rizzo  CHC  1B   5000 10.00      6.818182     5.306942
5   Brian Dozier  MIN  2B   4600  5.00      8.666667     5.612486
6    Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7  Jorge Polanco  MIN  SS   3300  5.00      7.000000     4.784233
8     Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9  Eddie Rosario  MIN  OF   3500  6.00      3.444444     2.603417
10  Byron Buxton  MIN  OF   3500  0.00      3.000000     3.891382
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          7         0.0 0.00     6 0.332 0.129
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     1 0.312 0.160
6         11         0.0 0.00     2 0.326 0.192
7         10         0.0 0.00     7 0.347 0.133
8         12         0.0 0.00     3 0.446 0.378
9          9         0.0 0.00     8 0.206 0.023
10         8         0.0 0.00     9 0.141 0.047

[1] "Total fpts: 103.95 (71)"
     Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Max Scherzer  WSH   P  12800 30.75           NaN           NA
2  Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3     Alex Avila  DET   C   2700  0.00     17.000000     8.717798
4  Anthony Rizzo  CHC  1B   5000 10.00      6.818182     5.306942
5    Ian Kinsler  DET  2B   4100  0.00      7.142857     5.490251
6    Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7  Jose Iglesias  DET  SS   2500  8.00      9.250000     8.876132
8     Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9   JaCoby Jones  DET  OF   2600  0.00      6.750000     6.652067
10 Tyler Collins  DET  OF   2500  0.00      6.000000     2.366432
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          3         0.0 0.00     7 0.854 0.800
4         11         0.0 0.00     3 0.367 0.120
5          7         0.0 0.00     1 0.374 0.194
6         11         0.0 0.00     2 0.326 0.192
7          8         0.0 0.00     9 0.304 0.205
8         12         0.0 0.00     3 0.446 0.378
9          4         0.0 0.00     8 0.344 0.231
10         6         0.0 0.00     6 0.365 0.097

[1] "Total fpts: 101.95 (72)"
         Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2      Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3      Austin Hedges   SD   C   2700  0.00      5.600000     8.315982
4          Wil Myers   SD  1B   4600  5.00      9.833333     9.665622
5  Yangervis Solarte   SD  2B   3500  0.00      5.750000     7.225271
6       Ryan Schimpf   SD  3B   3600  2.00      7.272727     7.747140
7       Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8         Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9     Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
10    Hunter Renfroe   SD  OF   3300  6.00      5.916667     7.191641
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3         10         0.0 0.00     6 0.258 0.211
4         12         0.0 0.00     2 0.442 0.316
5         12         0.0 0.00     3 0.300 0.151
6         11         0.0 0.00     4 0.341 0.250
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     5 0.282 0.200

[1] "Total fpts: 101.2 (73)"
      Lineup (65) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2   Luis Severino  NYY     P   6500 30.2     22.600000   16.3341666
3  Miguel Montero  CHC     C   3100 24.0      7.500000    0.7071068
4     Chris Davis  BAL    1B   4700  5.0      9.090909    8.2517216
5    Adam Frazier  PIT 2B/OF   3000  5.0      8.111111    8.8662907
6   Manny Machado  BAL    3B   4900  0.0      7.272727    6.5588247
7    Aledmys Diaz  STL    SS   4000  0.0      7.727273   11.9757330
8     Mark Trumbo  BAL    OF   4600  6.0      6.454545    7.5546494
9      Adam Jones  BAL    OF   4500 18.0      8.000000    5.0990195
10     Seth Smith  BAL    OF   3700  4.0     10.833333    7.1949056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     4 0.423 0.293
5          9         0.0 0.00     1 0.374 0.180
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     2 0.288 0.231
8         11         0.0 0.00     5 0.245 0.114
9         11         0.0 0.00     2 0.358 0.205
10         6         0.0 0.00     1 0.415 0.360

[1] "Total fpts: 100.95 (74)"
     Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Max Scherzer  WSH   P  12800 30.75           NaN           NA
2  Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3   Stephen Vogt  OAK   C   2900  0.00      4.666667     3.674235
4  Yonder Alonso  OAK  1B   2700  4.00      7.875000     7.059694
5     Jed Lowrie  OAK  2B   2600  2.00      6.909091     7.529337
6    Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7   Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8     Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9    Khris Davis  OAK  OF   3600  2.00      8.727273     7.072353
10   Jaff Decker  OAK  OF   2100  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     5 0.303 0.180
4          8         0.0 0.00     2 0.353 0.152
5         11         0.0 0.00     3 0.355 0.152
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.436 0.400
10         0         0.0 0.00     1 0.672 0.400

[1] "Total fpts: 99.75 (75)"
      Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH     P  12800 30.75           NaN           NA
2      Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3        AJ Ellis  MIA     C   2300  3.00      3.666667     4.725816
4     Justin Bour  MIA    1B   2900 19.00      4.545455     4.612237
5       JT Riddle  MIA 2B/SS   2200  2.00      1.500000     2.121320
6  Derek Dietrich  MIA    3B   2800  8.00      4.800000     6.562520
7    Aledmys Diaz  STL    SS   4000  0.00      7.727273    11.975733
8      Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9  Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
10  Marcell Ozuna  MIA    OF   3300  0.00     12.583333    11.812615
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          3         0.0 0.00     8 0.146 0.000
4         11         0.0 0.00     5 0.239 0.111
5          2         0.0 0.00     9 0.219 0.250
6         10         0.0 0.00     7 0.296 0.094
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     6 0.461 0.314

[1] "Total fpts: 99.4 (76)"
       Lineup (141) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
2      Hyun-Jin Ryu  LAD   P   8000 14.1           NaN           NA
3        Manny Pina  MIL   C   2700  7.0      8.666667    8.3106358
4     Albert Pujols  LAA  1B   4000 18.0      5.909091    6.3159250
5        Dee Gordon  MIA  2B   3800  7.0      8.363636    5.4822026
6       Travis Shaw  MIL  3B   3400 35.0      7.750000    6.4261539
7  Brandon Crawford   SF  SS   3400  5.0      9.272727    6.1982402
8        Ryan Braun  MIL  OF   4600 10.0     13.166667    9.0235382
9      Keon Broxton  MIL  OF   3700  0.0      5.222222    7.5627009
10  Domingo Santana  MIL  OF   3600  4.0      9.600000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          0         4.7 1.61    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     4 0.246 0.080
5         11         0.0 0.00     1 0.314 0.035
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     5 0.357 0.234
8         12         0.0 0.00     3 0.446 0.378
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 99 (77)"
       Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Kevin Gausman  BAL     P   7100 -13.2     10.600000     6.700000
2     Luis Severino  NYY     P   6500  30.2     22.600000    16.334167
3        Manny Pina  MIL     C   2700   7.0      8.666667     8.310636
4       Eric Thames  MIL 1B/OF   3900  17.0     16.900000     8.987028
5        Dee Gordon  MIA    2B   3800   7.0      8.363636     5.482203
6       Travis Shaw  MIL    3B   3400  35.0      7.750000     6.426154
7  Asdrubal Cabrera  NYM    SS   3700   2.0      8.666667     8.876254
8        Ryan Braun  MIL    OF   4600  10.0     13.166667     9.023538
9   Domingo Santana  MIL    OF   3600   4.0      9.600000     5.232378
10     Josh Reddick  HOU    OF   3500   0.0      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.3 1.69    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         10         0.0 0.00     2 0.591 0.595
5         11         0.0 0.00     1 0.314 0.035
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     2 0.321 0.143
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     5 0.372 0.244
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 98.95 (78)"
          Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH     P  12800 30.75           NaN           NA
2       Luis Severino  NYY     P   6500 30.20     22.600000    16.334167
3  Francisco Cervelli  PIT     C   3000  3.00      6.000000     3.500000
4       Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5       Josh Harrison  PIT 2B/3B   3500  3.00      6.333333     4.183300
6        David Freese  PIT    3B   3000  8.00      5.777778     5.783117
7        Aledmys Diaz  STL    SS   4000  0.00      7.727273    11.975733
8    Andrew McCutchen  PIT    OF   4200  8.00      6.545455     6.408801
9     Gregory Polanco  PIT    OF   4100  2.00      8.571429     8.753231
10    Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     6 0.335 0.233
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     2 0.347 0.105
6          9         0.0 0.00     5 0.442 0.229
7         11         0.0 0.00     2 0.288 0.231
8         11         0.0 0.00     3 0.308 0.173
9          7         0.0 0.00     4 0.327 0.081
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 98.75 (79)"
       Lineup (73) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2       Yu Darvish  TEX   P  10700  9.00        26.425   12.9046988
3   Miguel Montero  CHC   C   3100 24.00         7.500    0.7071068
4      Eric Hosmer   KC  1B   3900  5.00         4.600    4.4522154
5     Raul Mondesi   KC  2B   2500  2.00         5.125    6.7704716
6   Mike Moustakas   KC  3B   3200  3.00        10.750    6.5846141
7    Jose Iglesias  DET  SS   2500  8.00         9.250    8.8761317
8     Lorenzo Cain   KC  OF   4000  6.00         9.000    5.1424162
9      Alex Gordon   KC  OF   3700  7.00         5.300    4.5227818
10 Domingo Santana  MIL  OF   3600  4.00         9.600    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         10         0.0 0.00     4 0.231 0.065
5          8         0.0 0.00     9 0.149 0.094
6          8         0.0 0.00     2 0.428 0.390
7          8         0.0 0.00     9 0.304 0.205
8         10         0.0 0.00     3 0.416 0.050
9         10         0.0 0.00     1 0.225 0.042
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 98.6 (80)"
       Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Brian Johnson  BOS   P   4200 13.85           NaN           NA
3       Manny Pina  MIL   C   2700  7.00      8.666667     8.310636
4      Chris Davis  BAL  1B   4700  5.00      9.090909     8.251722
5  Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6    Manny Machado  BAL  3B   4900  0.00      7.272727     6.558825
7    Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8      Mark Trumbo  BAL  OF   4600  6.00      6.454545     7.554649
9       Adam Jones  BAL  OF   4500 18.00      8.000000     5.099020
10      Seth Smith  BAL  OF   3700  4.00     10.833333     7.194906
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     4 0.423 0.293
5         12         0.0 0.00     1 0.244 0.200
6         11         0.0 0.00     3 0.300 0.200
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     5 0.245 0.114
9         11         0.0 0.00     2 0.358 0.205
10         6         0.0 0.00     1 0.415 0.360

[1] "Total fpts: 95.2 (81)"
      Lineup (17) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
2   Shelby Miller  ARI     P   7500 24.9     15.200000    5.6568542
3    Brian McCann  HOU     C   3300  6.0      9.571429    5.9120539
4   Anthony Rizzo  CHC    1B   5000 10.0      6.818182    5.3069423
5     Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333    6.4226163
6     Kris Bryant  CHC    3B   5000 15.0      8.727273   10.3546213
7    Aledmys Diaz  STL    SS   4000  0.0      7.727273   11.9757330
8    Bryce Harper  WSH    OF   5100 14.0     12.555556   12.8851767
9  Kyle Schwarber  CHC    OF   4400 18.0      7.000000    4.9193496
10  Jason Heyward  CHC    OF   3300  8.0      6.000000    4.1633320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          2         5.3 1.50    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     1 0.359 0.180
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 94.95 (82)"
        Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2      Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3        Carlos Ruiz  SEA   C   2500  0.00      5.000000     5.033223
4      Anthony Rizzo  CHC  1B   5000 10.00      6.818182     5.306942
5      Robinson Cano  SEA  2B   4200  2.00      7.692308     8.189268
6        Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7       Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8      Mitch Haniger  SEA  OF   3500  7.00     12.000000     6.390097
9       Jarrod Dyson  SEA  OF   3000  0.00      6.818182     4.045199
10 Guillermo Heredia  SEA  OF   2700  0.00      9.000000    13.076697
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          4         0.0 0.00     8 0.311 0.091
4         11         0.0 0.00     3 0.367 0.120
5         13         0.0 0.00     3 0.308 0.179
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         13         0.0 0.00     2 0.413 0.273
9         11         0.0 0.00     9 0.271 0.070
10         3         0.0 0.00     1 0.423 0.273

[1] "Total fpts: 94.05 (83)"
        Lineup (100) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2     Marcus Stroman  TOR   P   8300 -0.70     21.700000    0.3535534
3   Martin Maldonado  LAA   C   2300 10.00      4.444444    2.9627315
4      Anthony Rizzo  CHC  1B   5000 10.00      6.818182    5.3069423
5     Danny Espinosa  LAA  2B   2900  3.00      7.083333    7.9710651
6      Yunel Escobar  LAA  3B   3100 10.00      7.166667    8.1109727
7  Andrelton Simmons  LAA  SS   3000 17.00      5.727273    5.3308706
8       Bryce Harper  WSH  OF   5100 14.00     12.555556   12.8851767
9       Keon Broxton  MIL  OF   3700  0.00      5.222222    7.5627009
10    Cameron Maybin  LAA  OF   3600  0.00      7.375000    4.3732139
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          9         0.0 0.00     9 0.299 0.032
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     8 0.262 0.184
6         12         0.0 0.00     1 0.329 0.107
7         11         0.0 0.00     7 0.310 0.087
8          9         0.0 0.00     3 0.465 0.311
9          9         0.0 0.00     7 0.226 0.114
10         8         0.0 0.00     6 0.286 0.121

[1] "Total fpts: 92.95 (84)"
      Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3   Salvador Perez   KC   C   3400  3.00      8.500000     6.587024
4      Mike Napoli  TEX  1B   3700  0.00      6.000000     6.660603
5     Rougned Odor  TEX  2B   4100  3.00      5.250000     5.910315
6    Manny Machado  BAL  3B   4900  0.00      7.272727     6.558825
7     Elvis Andrus  TEX  SS   3600 20.00      8.750000     7.852330
8     Carlos Gomez  TEX  OF   3700  0.00      7.166667     7.975341
9  Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
10    Nomar Mazara  TEX  OF   3500  2.00     12.500000    10.202495
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         12         0.0 0.00     4 0.252 0.160
5         12         0.0 0.00     5 0.288 0.245
6         11         0.0 0.00     3 0.300 0.200
7         12         0.0 0.00     2 0.389 0.289
8         12         0.0 0.00     1 0.314 0.235
9         10         0.0 0.00     5 0.372 0.244
10        12         0.0 0.00     3 0.435 0.278

[1] "Total fpts: 92.75 (85)"
          Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH     P  12800 30.75           NaN           NA
2          Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3  Francisco Cervelli  PIT     C   3000  3.00      6.000000     3.500000
4           Josh Bell  PIT    1B   3100  3.00      3.555556     4.503085
5         Wilmer Difo  WSH 2B/SS   2500  7.00      2.750000     2.061553
6        David Freese  PIT    3B   3000  8.00      5.777778     5.783117
7       Orlando Arcia  MIL    SS   3300 14.00      4.000000     4.512609
8    Andrew McCutchen  PIT    OF   4200  8.00      6.545455     6.408801
9     Gregory Polanco  PIT    OF   4100  2.00      8.571429     8.753231
10      Jason Heyward  CHC    OF   3300  8.00      6.000000     4.163332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          9         0.0 0.00     6 0.335 0.233
4          9         0.0 0.00     7 0.247 0.056
5          4         0.0 0.00     8 0.209 0.000
6          9         0.0 0.00     5 0.442 0.229
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     3 0.308 0.173
9          7         0.0 0.00     4 0.327 0.081
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 91.95 (86)"
      Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Luis Severino  NYY   P   6500 30.20     22.600000    16.334167
3  Jonathan Lucroy  TEX   C   3800  0.00      5.888889     7.720823
4      Mike Napoli  TEX  1B   3700  0.00      6.000000     6.660603
5     Rougned Odor  TEX  2B   4100  3.00      5.250000     5.910315
6       Joey Gallo  TEX  3B   3400  0.00      8.000000     8.090398
7    Orlando Arcia  MIL  SS   3300 14.00      4.000000     4.512609
8       Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9    Shin-Soo Choo  TEX  OF   4000  0.00      7.800000     8.482662
10 Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     6 0.237 0.077
4         12         0.0 0.00     4 0.252 0.160
5         12         0.0 0.00     5 0.288 0.245
6         12         0.0 0.00     8 0.320 0.238
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     7 0.344 0.103
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 90.8 (87)"
       Lineup (35) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET     P   8900 12.7           NaN           NA
2     Hyun-Jin Ryu  LAD     P   8000 14.1           NaN           NA
3   Salvador Perez   KC     C   3400  3.0      8.500000     6.587024
4    Anthony Rizzo  CHC    1B   5000 10.0      6.818182     5.306942
5      Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333     6.422616
6      Kris Bryant  CHC    3B   5000 15.0      8.727273    10.354621
7  Troy Tulowitzki  TOR    SS   4000  6.0      6.500000     8.005680
8   Kyle Schwarber  CHC    OF   4400 18.0      7.000000     4.919350
9  Domingo Santana  MIL    OF   3600  4.0      9.600000     5.232378
10   Jason Heyward  CHC    OF   3300  8.0      6.000000     4.163332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.0 0.92    NA 0.000 0.000
2          0         4.7 1.61    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     4 0.293 0.159
8         11         0.0 0.00     1 0.359 0.180
9         10         0.0 0.00     5 0.372 0.244
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 90.75 (88)"
       Lineup (88) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2       Yu Darvish  TEX   P  10700  9.00     26.425000    12.904699
3     Derek Norris   TB   C   2600  8.00      4.222222     5.044249
4   Logan Morrison   TB  1B   3100  5.00      9.777778     9.921917
5  Jonathan Villar  MIL  2B   4300  0.00      8.750000    10.393398
6   Anthony Rendon  WSH  3B   3600  2.00      4.000000     4.203173
7      Tim Beckham   TB  SS   2800 21.00      3.636364     5.182137
8       Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9  Corey Dickerson   TB  OF   3200  0.00      9.200000     6.069962
10  Shane Peterson   TB  OF   2300  5.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          9         0.0 0.00     7 0.185 0.028
4          9         0.0 0.00     6 0.377 0.233
5         12         0.0 0.00     1 0.244 0.200
6          7         0.0 0.00     2 0.222 0.046
7         11         0.0 0.00     9 0.222 0.100
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     1 0.426 0.280
10         0         0.0 0.00     8 0.407 0.429

[1] "Total fpts: 90.5 (89)"
         Lineup (103) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX     P  10700  9.0     26.425000    12.904699
2       Matt Andriese   TB     P   6100 22.5     10.450000     8.838835
3  Welington Castillo  BAL     C   3800 10.0      5.666667     5.744563
4         Chris Davis  BAL    1B   4700  5.0      9.090909     8.251722
5      Logan Forsythe  LAD 2B/3B   3700  2.0      7.700000     5.945119
6       Manny Machado  BAL    3B   4900  0.0      7.272727     6.558825
7       Orlando Arcia  MIL    SS   3300 14.0      4.000000     4.512609
8         Mark Trumbo  BAL    OF   4600  6.0      6.454545     7.554649
9          Adam Jones  BAL    OF   4500 18.0      8.000000     5.099020
10    Domingo Santana  MIL    OF   3600  4.0      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         5.0 1.60    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5         10         0.0 0.00     1 0.343 0.046
6         11         0.0 0.00     3 0.300 0.200
7         12         0.0 0.00     8 0.211 0.048
8         11         0.0 0.00     5 0.245 0.114
9         11         0.0 0.00     2 0.358 0.205
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 89.6 (90)"
          Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH   P  12800 30.75           NaN           NA
2       Brian Johnson  BOS   P   4200 13.85           NaN           NA
3  Welington Castillo  BAL   C   3800 10.00      5.666667     5.744563
4         Chris Davis  BAL  1B   4700  5.00      9.090909     8.251722
5     Jonathan Schoop  BAL  2B   3900  5.00      7.727273     6.512924
6         Kris Bryant  CHC  3B   5000 15.00      8.727273    10.354621
7            JJ Hardy  BAL  SS   3300  0.00      5.600000     6.850791
8         Mark Trumbo  BAL  OF   4600  6.00      6.454545     7.554649
9     Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
10       Josh Reddick  HOU  OF   3500  0.00      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5         11         0.0 0.00     7 0.353 0.237
6         11         0.0 0.00     2 0.326 0.192
7         10         0.0 0.00     8 0.285 0.143
8         11         0.0 0.00     5 0.245 0.114
9         10         0.0 0.00     5 0.372 0.244
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 88.9 (91)"
       Lineup (147) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000    12.904699
2     Shelby Miller  ARI     P   7500 24.9     15.200000     5.656854
3      Nick Hundley   SF     C   3100  7.0      8.000000     7.000000
4       Chris Davis  BAL    1B   4700  5.0      9.090909     8.251722
5         Joe Panik   SF    2B   3500 17.0      6.181818     4.854239
6     Eduardo Nunez   SF 3B/SS   3700  3.0      7.916667     7.833011
7  Brandon Crawford   SF    SS   3400  5.0      9.272727     6.198240
8    Kyle Schwarber  CHC    OF   4400 18.0      7.000000     4.919350
9      Josh Reddick  HOU    OF   3500  0.0      6.111111     6.009252
10    Chris Marrero   SF    OF   2100  0.0      4.666667     7.257180
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         5.3 1.50    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4         11         0.0 0.00     4 0.423 0.293
5         11         0.0 0.00     8 0.353 0.140
6         12         0.0 0.00     6 0.314 0.042
7         11         0.0 0.00     5 0.357 0.234
8         11         0.0 0.00     1 0.359 0.180
9          9         0.0 0.00     2 0.323 0.054
10         6         0.0 0.00     9 0.192 0.115

[1] "Total fpts: 88.2 (92)"
       Lineup (105) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
2     Shelby Miller  ARI   P   7500 24.9     15.200000    5.6568542
3    Salvador Perez   KC   C   3400  3.0      8.500000    6.5870243
4    Ryan Zimmerman  WSH  1B   3100 12.0      8.428571    8.4035140
5     Daniel Murphy  WSH  2B   4400  0.0      9.555556   11.4685560
6    Anthony Rendon  WSH  3B   3600  2.0      4.000000    4.2031734
7  Francisco Lindor  CLE  SS   4700 17.0     11.545455   12.0113583
8        Mike Trout  LAA  OF   5200 11.0     10.166667    4.8586069
9      Bryce Harper  WSH  OF   5100 14.0     12.555556   12.8851767
10       Adam Eaton  WSH  OF   3700  5.0     10.875000    6.9577808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          2         5.3 1.50    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4          7         0.0 0.00     5 0.429 0.310
5          9         0.0 0.00     4 0.446 0.245
6          7         0.0 0.00     2 0.222 0.046
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.437 0.306
9          9         0.0 0.00     3 0.465 0.311
10         8         0.0 0.00     1 0.412 0.186

[1] "Total fpts: 87.2 (93)"
        Lineup (71) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000    12.904699
2     Luis Severino  NYY     P   6500 30.2     22.600000    16.334167
3      Nick Hundley   SF     C   3100  7.0      8.000000     7.000000
4      Buster Posey   SF  1B/C   3700  9.0      8.000000     6.904105
5     Daniel Murphy  WSH    2B   4400  0.0      9.555556    11.468556
6     Eduardo Nunez   SF 3B/SS   3700  3.0      7.916667     7.833011
7  Brandon Crawford   SF    SS   3400  5.0      9.272727     6.198240
8      Bryce Harper  WSH    OF   5100 14.0     12.555556    12.885177
9      Hunter Pence   SF    OF   3900 10.0      7.846154     5.899804
10     Keon Broxton  MIL    OF   3700  0.0      5.222222     7.562701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4          7         0.0 0.00     4 0.459 0.238
5          9         0.0 0.00     4 0.446 0.245
6         12         0.0 0.00     6 0.314 0.042
7         11         0.0 0.00     5 0.357 0.234
8          9         0.0 0.00     3 0.465 0.311
9         13         0.0 0.00     3 0.340 0.130
10         9         0.0 0.00     7 0.226 0.114

[1] "Total fpts: 85.3 (94)"
       Lineup (135) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2    Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
3     Roberto Perez  CLE     C   2600  3.0      1.750000    2.3629078
4    Carlos Santana  CLE 1B/OF   4400 10.0      7.818182    9.0864535
5    Logan Forsythe  LAD 2B/3B   3700  2.0      7.700000    5.9451194
6        Yandy Diaz  CLE    3B   2800  2.0      5.090909    3.3601948
7  Francisco Lindor  CLE    SS   4700 17.0     11.545455   12.0113583
8      Bryce Harper  WSH    OF   5100 14.0     12.555556   12.8851767
9    Kyle Schwarber  CHC    OF   4400 18.0      7.000000    4.9193496
10  Abraham Almonte  CLE    OF   3300 11.0      4.400000    2.6076810
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          4         0.0 0.00     9 0.064 0.000
4         11         0.0 0.00     1 0.295 0.175
5         10         0.0 0.00     1 0.343 0.046
6         11         0.0 0.00     7 0.278 0.021
7         11         0.0 0.00     2 0.445 0.327
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     1 0.359 0.180
10         5         0.0 0.00     8 0.335 0.036

[1] "Total fpts: 85.2 (95)"
        Lineup (81) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  10700  9.0     26.425000    12.904699
2     Luis Severino  NYY   P   6500 30.2     22.600000    16.334167
3    Salvador Perez   KC   C   3400  3.0      8.500000     6.587024
4        Lucas Duda  NYM  1B   3600  4.0     10.666667    11.905881
5       Neil Walker  NYM  2B   3600  0.0      5.750000     4.136863
6       Kris Bryant  CHC  3B   5000 15.0      8.727273    10.354621
7  Asdrubal Cabrera  NYM  SS   3700  2.0      8.666667     8.876254
8        Ryan Braun  MIL  OF   4600 10.0     13.166667     9.023538
9   Yoenis Cespedes  NYM  OF   4600  7.0     11.500000    15.168748
10        Jay Bruce  NYM  OF   3600  5.0      9.750000     9.946448
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4          9         0.0 0.00     6 0.404 0.359
5         12         0.0 0.00     5 0.296 0.065
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     2 0.321 0.143
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     3 0.419 0.438
10        12         0.0 0.00     4 0.387 0.271

[1] "Total fpts: 84.55 (96)"
        Lineup (39) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800  30.75           NaN           NA
2     Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3  Martin Maldonado  LAA   C   2300  10.00      4.444444     2.962731
4     Anthony Rizzo  CHC  1B   5000  10.00      6.818182     5.306942
5    Danny Espinosa  LAA  2B   2900   3.00      7.083333     7.971065
6     Yunel Escobar  LAA  3B   3100  10.00      7.166667     8.110973
7  Brandon Crawford   SF  SS   3400   5.00      9.272727     6.198240
8        Mike Trout  LAA  OF   5200  11.00     10.166667     4.858607
9    Kyle Schwarber  CHC  OF   4400  18.00      7.000000     4.919350
10     Kole Calhoun  LAA  OF   3700   0.00      6.000000     6.075285
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          9         0.0 0.00     9 0.299 0.032
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     8 0.262 0.184
6         12         0.0 0.00     1 0.329 0.107
7         11         0.0 0.00     5 0.357 0.234
8         12         0.0 0.00     3 0.437 0.306
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     2 0.315 0.120

[1] "Total fpts: 83.8 (97)"
         Lineup (11) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  10700   9.0     26.425000   12.9046988
2      Kevin Gausman  BAL     P   7100 -13.2     10.600000    6.7000000
3     Miguel Montero  CHC     C   3100  24.0      7.500000    0.7071068
4      Anthony Rizzo  CHC    1B   5000  10.0      6.818182    5.3069423
5        Ben Zobrist  CHC 2B/OF   4100   0.0      8.333333    6.4226163
6        Kris Bryant  CHC    3B   5000  15.0      8.727273   10.3546213
7  Andrelton Simmons  LAA    SS   3000  17.0      5.727273    5.3308706
8       Bryce Harper  WSH    OF   5100  14.0     12.555556   12.8851767
9       Josh Reddick  HOU    OF   3500   0.0      6.111111    6.0092521
10     Jason Heyward  CHC    OF   3300   8.0      6.000000    4.1633320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     7 0.310 0.087
8          9         0.0 0.00     3 0.465 0.311
9          9         0.0 0.00     2 0.323 0.054
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: 83.55 (98)"
       Lineup (55) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800  30.75           NaN           NA
2    Kevin Gausman  BAL     P   7100 -13.20     10.600000     6.700000
3     Brian McCann  HOU     C   3300   6.00      9.571429     5.912054
4      Eric Thames  MIL 1B/OF   3900  17.00     16.900000     8.987028
5      Jose Altuve  HOU    2B   4800   6.00      9.666667     8.835191
6   Mike Moustakas   KC    3B   3200   3.00     10.750000     6.584614
7    Orlando Arcia  MIL    SS   3300  14.00      4.000000     4.512609
8  George Springer  HOU    OF   4400  17.00     10.250000     9.294426
9   Carlos Beltran  HOU    OF   3700   3.00      5.545455     4.524680
10    Josh Reddick  HOU    OF   3500   0.00      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     3 0.365 0.080
6          8         0.0 0.00     2 0.428 0.390
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     1 0.354 0.339
9         11         0.0 0.00     4 0.272 0.060
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 83.55 (99)"
      Lineup (114) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800  30.75           NaN           NA
2    Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3       Manny Pina  MIL   C   2700   7.00      8.666667     8.310636
4  Kendrys Morales  TOR  1B   3800   7.00      7.000000     6.281285
5     Devon Travis  TOR  2B   3900   4.00      2.666667     2.598076
6   Mike Moustakas   KC  3B   3200   3.00     10.750000     6.584614
7  Troy Tulowitzki  TOR  SS   4000   6.00      6.500000     8.005680
8    Jose Bautista  TOR  OF   4600   4.00      4.500000     3.000000
9   Kyle Schwarber  CHC  OF   4400  18.00      7.000000     4.919350
10    Kevin Pillar  TOR  OF   3400  17.00      5.166667     5.556869
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         12         0.0 0.00     3 0.323 0.182
5          9         0.0 0.00     9 0.126 0.000
6          8         0.0 0.00     2 0.428 0.390
7         12         0.0 0.00     4 0.293 0.159
8         12         0.0 0.00     2 0.224 0.046
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     1 0.310 0.109

[1] "Total fpts: 83 (100)"
          Lineup (57) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Kevin Gausman  BAL   P   7100 -13.2     10.600000     6.700000
2       Luis Severino  NYY   P   6500  30.2     22.600000    16.334167
3  Welington Castillo  BAL   C   3800  10.0      5.666667     5.744563
4         Chris Davis  BAL  1B   4700   5.0      9.090909     8.251722
5     Jonathan Villar  MIL  2B   4300   0.0      8.750000    10.393398
6       Manny Machado  BAL  3B   4900   0.0      7.272727     6.558825
7    Francisco Lindor  CLE  SS   4700  17.0     11.545455    12.011358
8          Ryan Braun  MIL  OF   4600  10.0     13.166667     9.023538
9         Mark Trumbo  BAL  OF   4600   6.0      6.454545     7.554649
10         Adam Jones  BAL  OF   4500  18.0      8.000000     5.099020
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.3 1.69    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5         12         0.0 0.00     1 0.244 0.200
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     5 0.245 0.114
10        11         0.0 0.00     2 0.358 0.205

[1] "Total fpts: 81.8 (101)"
        Lineup (5) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX     P  10700   9.0     26.425000    12.904699
2    Kevin Gausman  BAL     P   7100 -13.2     10.600000     6.700000
3     Brian McCann  HOU     C   3300   6.0      9.571429     5.912054
4      Eric Thames  MIL 1B/OF   3900  17.0     16.900000     8.987028
5  Jonathan Villar  MIL    2B   4300   0.0      8.750000    10.393398
6      Travis Shaw  MIL    3B   3400  35.0      7.750000     6.426154
7     Aledmys Diaz  STL    SS   4000   0.0      7.727273    11.975733
8     Bryce Harper  WSH    OF   5100  14.0     12.555556    12.885177
9       Ryan Braun  MIL    OF   4600  10.0     13.166667     9.023538
10 Domingo Santana  MIL    OF   3600   4.0      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     2 0.288 0.231
8          9         0.0 0.00     3 0.465 0.311
9         12         0.0 0.00     3 0.446 0.378
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 81.2 (102)"
          Lineup (95) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX   P  10700  9.0     26.425000    12.904699
2       Luis Severino  NYY   P   6500 30.2     22.600000    16.334167
3  Welington Castillo  BAL   C   3800 10.0      5.666667     5.744563
4         Chris Davis  BAL  1B   4700  5.0      9.090909     8.251722
5     Jonathan Schoop  BAL  2B   3900  5.0      7.727273     6.512924
6      Anthony Rendon  WSH  3B   3600  2.0      4.000000     4.203173
7            JJ Hardy  BAL  SS   3300  0.0      5.600000     6.850791
8        Bryce Harper  WSH  OF   5100 14.0     12.555556    12.885177
9         Mark Trumbo  BAL  OF   4600  6.0      6.454545     7.554649
10       Keon Broxton  MIL  OF   3700  0.0      5.222222     7.562701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5         11         0.0 0.00     7 0.353 0.237
6          7         0.0 0.00     2 0.222 0.046
7         10         0.0 0.00     8 0.285 0.143
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     5 0.245 0.114
10         9         0.0 0.00     7 0.226 0.114

[1] "Total fpts: 80.55 (103)"
         Lineup (6) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800  30.75           NaN           NA
2     Kevin Gausman  BAL     P   7100 -13.20     10.600000     6.700000
3        Alex Avila  DET     C   2700   0.00     17.000000     8.717798
4     Anthony Rizzo  CHC    1B   5000  10.00      6.818182     5.306942
5       Ben Zobrist  CHC 2B/OF   4100   0.00      8.333333     6.422616
6       Kris Bryant  CHC    3B   5000  15.00      8.727273    10.354621
7  Brandon Crawford   SF    SS   3400   5.00      9.272727     6.198240
8    Kyle Schwarber  CHC    OF   4400  18.00      7.000000     4.919350
9     Jason Heyward  CHC    OF   3300   8.00      6.000000     4.163332
10      Jaff Decker  OAK    OF   2100   7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          3         0.0 0.00     7 0.854 0.800
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     5 0.357 0.234
8         11         0.0 0.00     1 0.359 0.180
9         10         0.0 0.00     5 0.305 0.044
10         0         0.0 0.00     1 0.672 0.400

[1] "Total fpts: 79.8 (104)"
        Lineup (22) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  10700   9.0     26.425000    12.904699
2     Kevin Gausman  BAL   P   7100 -13.2     10.600000     6.700000
3        Manny Pina  MIL   C   2700   7.0      8.666667     8.310636
4       Chris Davis  BAL  1B   4700   5.0      9.090909     8.251722
5       Jose Altuve  HOU  2B   4800   6.0      9.666667     8.835191
6       Travis Shaw  MIL  3B   3400  35.0      7.750000     6.426154
7  Francisco Lindor  CLE  SS   4700  17.0     11.545455    12.011358
8        Ryan Braun  MIL  OF   4600  10.0     13.166667     9.023538
9      Keon Broxton  MIL  OF   3700   0.0      5.222222     7.562701
10  Domingo Santana  MIL  OF   3600   4.0      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     4 0.423 0.293
5         12         0.0 0.00     3 0.365 0.080
6         12         0.0 0.00     4 0.310 0.260
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 79.6 (105)"
      Lineup (19) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12800 30.75           NaN           NA
2   Brian Johnson  BOS   P   4200 13.85           NaN           NA
3    Brian McCann  HOU   C   3300  6.00      9.571429     5.912054
4   Anthony Rizzo  CHC  1B   5000 10.00      6.818182     5.306942
5     Jose Altuve  HOU  2B   4800  6.00      9.666667     8.835191
6    Alex Bregman  HOU  3B   3900  0.00      6.363636     4.884112
7    Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8      Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9  Carlos Beltran  HOU  OF   3700  3.00      5.545455     4.524680
10   Josh Reddick  HOU  OF   3500  0.00      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     3 0.365 0.080
6         11         0.0 0.00     6 0.328 0.044
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.272 0.060
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 78.75 (106)"
       Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2       Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3    Yadier Molina  STL     C   3400  0.00      5.500000     4.859127
4    Jose Martinez  STL 1B/OF   2800  5.00      4.666667     1.527525
5      Kolten Wong  STL    2B   3000  5.00      5.000000     5.099020
6      Greg Garcia  STL 3B/SS   2700  7.00      6.666667     6.110101
7    Jose Iglesias  DET    SS   2500  8.00      9.250000     8.876132
8       Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9   Randal Grichuk  STL    OF   3700  0.00      6.272727     7.616967
10 Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3         10         0.0 0.00     5 0.291 0.114
4          3         0.0 0.00     6 0.495 0.133
5          7         0.0 0.00     8 0.268 0.167
6          3         0.0 0.00     7 0.362 0.000
7          8         0.0 0.00     9 0.304 0.205
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.270 0.170
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 77.9 (107)"
        Lineup (79) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000    12.904699
2     Shelby Miller  ARI     P   7500 24.9     15.200000     5.656854
3      Brian McCann  HOU     C   3300  6.0      9.571429     5.912054
4   Marwin Gonzalez  HOU 1B/OF   3000  0.0      8.875000     6.356942
5       Jose Altuve  HOU    2B   4800  6.0      9.666667     8.835191
6      Alex Bregman  HOU    3B   3900  0.0      6.363636     4.884112
7  Brandon Crawford   SF    SS   3400  5.0      9.272727     6.198240
8      Bryce Harper  WSH    OF   5100 14.0     12.555556    12.885177
9        Ryan Braun  MIL    OF   4600 10.0     13.166667     9.023538
10   Carlos Beltran  HOU    OF   3700  3.0      5.545455     4.524680
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         5.3 1.50    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4          8         0.0 0.00     7 0.349 0.300
5         12         0.0 0.00     3 0.365 0.080
6         11         0.0 0.00     6 0.328 0.044
7         11         0.0 0.00     5 0.357 0.234
8          9         0.0 0.00     3 0.465 0.311
9         12         0.0 0.00     3 0.446 0.378
10        11         0.0 0.00     4 0.272 0.060

[1] "Total fpts: 76.85 (108)"
          Lineup (26) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX   P  10700  9.00     26.425000    12.904699
2       Brian Johnson  BOS   P   4200 13.85           NaN           NA
3  Welington Castillo  BAL   C   3800 10.00      5.666667     5.744563
4         Chris Davis  BAL  1B   4700  5.00      9.090909     8.251722
5     Jonathan Schoop  BAL  2B   3900  5.00      7.727273     6.512924
6       Manny Machado  BAL  3B   4900  0.00      7.272727     6.558825
7        Aledmys Diaz  STL  SS   4000  0.00      7.727273    11.975733
8          Ryan Braun  MIL  OF   4600 10.00     13.166667     9.023538
9         Mark Trumbo  BAL  OF   4600  6.00      6.454545     7.554649
10     Kyle Schwarber  CHC  OF   4400 18.00      7.000000     4.919350
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5         11         0.0 0.00     7 0.353 0.237
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     5 0.245 0.114
10        11         0.0 0.00     1 0.359 0.180

[1] "Total fpts: 76.6 (109)"
        Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2     Brian Johnson  BOS     P   4200 13.85           NaN           NA
3     Yadier Molina  STL     C   3400  0.00      5.500000     4.859127
4     Jose Martinez  STL 1B/OF   2800  5.00      4.666667     1.527525
5   Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6       Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7      Aledmys Diaz  STL    SS   4000  0.00      7.727273    11.975733
8        Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9  Stephen Piscotty  STL    OF   4000  2.00      8.100000     9.060905
10   Randal Grichuk  STL    OF   3700  0.00      6.272727     7.616967
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     5 0.291 0.114
4          3         0.0 0.00     6 0.495 0.133
5         12         0.0 0.00     1 0.244 0.200
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     3 0.381 0.206
10        11         0.0 0.00     4 0.270 0.170

[1] "Total fpts: 76.3 (110)"
         Lineup (107) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2      Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
3  Francisco Cervelli  PIT     C   3000  3.0      6.000000    3.5000000
4         Eric Thames  MIL 1B/OF   3900 17.0     16.900000    8.9870277
5       Josh Harrison  PIT 2B/3B   3500  3.0      6.333333    4.1833001
6        David Freese  PIT    3B   3000  8.0      5.777778    5.7831172
7    Francisco Lindor  CLE    SS   4700 17.0     11.545455   12.0113583
8          Ryan Braun  MIL    OF   4600 10.0     13.166667    9.0235382
9    Andrew McCutchen  PIT    OF   4200  8.0      6.545455    6.4088008
10    Gregory Polanco  PIT    OF   4100  2.0      8.571429    8.7532307
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          9         0.0 0.00     6 0.335 0.233
4         10         0.0 0.00     2 0.591 0.595
5          9         0.0 0.00     2 0.347 0.105
6          9         0.0 0.00     5 0.442 0.229
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     3 0.308 0.173
10         7         0.0 0.00     4 0.327 0.081

[1] "Total fpts: 76.05 (111)"
       Lineup (133) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Marcus Stroman  TOR   P   8300 -0.70     21.700000    0.3535534
3    Salvador Perez   KC   C   3400  3.00      8.500000    6.5870243
4      Tommy Joseph  PHI  1B   3400  7.00      4.250000    4.7734384
5   Jonathan Villar  MIL  2B   4300  0.00      8.750000   10.3933983
6     Maikel Franco  PHI  3B   3800  2.00      8.222222    7.4124520
7      Aledmys Diaz  STL  SS   4000  0.00      7.727273   11.9757330
8    Odubel Herrera  PHI  OF   3600 19.00      6.250000    2.9640706
9  Michael Saunders  PHI  OF   3200  8.00      7.142857    8.9522543
10      Daniel Nava  PHI  OF   2800  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4          8         0.0 0.00     6 0.211 0.111
5         12         0.0 0.00     1 0.244 0.200
6          9         0.0 0.00     4 0.245 0.152
7         11         0.0 0.00     2 0.288 0.231
8          8         0.0 0.00     3 0.340 0.075
9          7         0.0 0.00     5 0.259 0.100
10         0         0.0 0.00     2 0.701 0.700

[1] "Total fpts: 75.55 (112)"
        Lineup (87) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800  30.75           NaN           NA
2     Kevin Gausman  BAL     P   7100 -13.20     10.600000     6.700000
3      Nick Hundley   SF     C   3100   7.00      8.000000     7.000000
4      Buster Posey   SF  1B/C   3700   9.00      8.000000     6.904105
5         Joe Panik   SF    2B   3500  17.00      6.181818     4.854239
6     Eduardo Nunez   SF 3B/SS   3700   3.00      7.916667     7.833011
7  Brandon Crawford   SF    SS   3400   5.00      9.272727     6.198240
8   George Springer  HOU    OF   4400  17.00     10.250000     9.294426
9      Keon Broxton  MIL    OF   3700   0.00      5.222222     7.562701
10     Josh Reddick  HOU    OF   3500   0.00      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4          7         0.0 0.00     4 0.459 0.238
5         11         0.0 0.00     8 0.353 0.140
6         12         0.0 0.00     6 0.314 0.042
7         11         0.0 0.00     5 0.357 0.234
8         12         0.0 0.00     1 0.354 0.339
9          9         0.0 0.00     7 0.226 0.114
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 75.55 (113)"
        Lineup (128) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800  30.75           NaN           NA
2      Kevin Gausman  BAL   P   7100 -13.20     10.600000    6.7000000
3     Miguel Montero  CHC   C   3100  24.00      7.500000    0.7071068
4          Wil Myers   SD  1B   4600   5.00      9.833333    9.6656217
5  Yangervis Solarte   SD  2B   3500   0.00      5.750000    7.2252713
6       Ryan Schimpf   SD  3B   3600   2.00      7.272727    7.7471402
7   Francisco Lindor  CLE  SS   4700  17.00     11.545455   12.0113583
8    Domingo Santana  MIL  OF   3600   4.00      9.600000    5.2323778
9      Manuel Margot   SD  OF   3400   0.00      7.250000    5.8794712
10    Hunter Renfroe   SD  OF   3300   6.00      5.916667    7.1916408
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4         12         0.0 0.00     2 0.442 0.316
5         12         0.0 0.00     3 0.300 0.151
6         11         0.0 0.00     4 0.341 0.250
7         11         0.0 0.00     2 0.445 0.327
8         10         0.0 0.00     5 0.372 0.244
9         12         0.0 0.00     1 0.348 0.232
10        12         0.0 0.00     5 0.282 0.200

[1] "Total fpts: 75.3 (114)"
        Lineup (60) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2    Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
3  Martin Maldonado  LAA     C   2300 10.0      4.444444    2.9627315
4     Albert Pujols  LAA    1B   4000 18.0      5.909091    6.3159250
5       Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333    6.4226163
6     Yunel Escobar  LAA    3B   3100 10.0      7.166667    8.1109727
7      Aledmys Diaz  STL    SS   4000  0.0      7.727273   11.9757330
8        Mike Trout  LAA    OF   5200 11.0     10.166667    4.8586069
9    Kyle Schwarber  CHC    OF   4400 18.0      7.000000    4.9193496
10     Kole Calhoun  LAA    OF   3700  0.0      6.000000    6.0752853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          9         0.0 0.00     9 0.299 0.032
4         11         0.0 0.00     4 0.246 0.080
5          9         0.0 0.00     4 0.335 0.143
6         12         0.0 0.00     1 0.329 0.107
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.437 0.306
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     2 0.315 0.120

[1] "Total fpts: 75.05 (115)"
       Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800 30.75           NaN           NA
2    Marcus Stroman  TOR   P   8300 -0.70     21.700000    0.3535534
3      Stephen Vogt  OAK   C   2900  0.00      4.666667    3.6742346
4     Anthony Rizzo  CHC  1B   5000 10.00      6.818182    5.3069423
5        Jed Lowrie  OAK  2B   2600  2.00      6.909091    7.5293366
6    Trevor Plouffe  OAK  3B   3200  4.00      5.500000    6.4506675
7  Francisco Lindor  CLE  SS   4700 17.00     11.545455   12.0113583
8        Ryan Braun  MIL  OF   4600 10.00     13.166667    9.0235382
9       Khris Davis  OAK  OF   3600  2.00      8.727273    7.0723533
10       Matt Joyce  OAK  OF   2300  0.00      5.000000    6.8452277
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          9         0.0 0.00     5 0.303 0.180
4         11         0.0 0.00     3 0.367 0.120
5         11         0.0 0.00     3 0.355 0.152
6         10         0.0 0.00     7 0.278 0.143
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.436 0.400
10         8         0.0 0.00     6 0.224 0.111

[1] "Total fpts: 74.3 (116)"
        Lineup (36) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2    Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
3      Nick Hundley   SF     C   3100  7.0      8.000000    7.0000000
4      Buster Posey   SF  1B/C   3700  9.0      8.000000    6.9041051
5         Joe Panik   SF    2B   3500 17.0      6.181818    4.8542390
6     Eduardo Nunez   SF 3B/SS   3700  3.0      7.916667    7.8330110
7  Brandon Crawford   SF    SS   3400  5.0      9.272727    6.1982402
8        Mike Trout  LAA    OF   5200 11.0     10.166667    4.8586069
9        Ryan Braun  MIL    OF   4600 10.0     13.166667    9.0235382
10  Domingo Santana  MIL    OF   3600  4.0      9.600000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4          7         0.0 0.00     4 0.459 0.238
5         11         0.0 0.00     8 0.353 0.140
6         12         0.0 0.00     6 0.314 0.042
7         11         0.0 0.00     5 0.357 0.234
8         12         0.0 0.00     3 0.437 0.306
9         12         0.0 0.00     3 0.446 0.378
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 72.3 (117)"
        Lineup (96) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2    Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
3      Nick Hundley   SF   C   3100  7.0      8.000000    7.0000000
4      Brandon Belt   SF  1B   3700  5.0      7.166667    6.0578024
5         Joe Panik   SF  2B   3500 17.0      6.181818    4.8542390
6     Manny Machado  BAL  3B   4900  0.0      7.272727    6.5588247
7  Francisco Lindor  CLE  SS   4700 17.0     11.545455   12.0113583
8    Kyle Schwarber  CHC  OF   4400 18.0      7.000000    4.9193496
9       Denard Span   SF  OF   3600  0.0      5.666667    3.3166248
10    Chris Marrero   SF  OF   2100  0.0      4.666667    7.2571804
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4         12         0.0 0.00     2 0.354 0.275
5         11         0.0 0.00     8 0.353 0.140
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     2 0.445 0.327
8         11         0.0 0.00     1 0.359 0.180
9          9         0.0 0.00     1 0.283 0.105
10         6         0.0 0.00     9 0.192 0.115

[1] "Total fpts: 71.55 (118)"
     Lineup (24) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Max Scherzer  WSH   P  12800  30.75           NaN           NA
2  Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3   Nick Hundley   SF   C   3100   7.00      8.000000     7.000000
4   Brandon Belt   SF  1B   3700   5.00      7.166667     6.057802
5      Joe Panik   SF  2B   3500  17.00      6.181818     4.854239
6    Kris Bryant  CHC  3B   5000  15.00      8.727273    10.354621
7   Aledmys Diaz  STL  SS   4000   0.00      7.727273    11.975733
8     Ryan Braun  MIL  OF   4600  10.00     13.166667     9.023538
9    Denard Span   SF  OF   3600   0.00      5.666667     3.316625
10 Chris Marrero   SF  OF   2100   0.00      4.666667     7.257180
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          5         0.0 0.00     7 0.274 0.148
4         12         0.0 0.00     2 0.354 0.275
5         11         0.0 0.00     8 0.353 0.140
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9          9         0.0 0.00     1 0.283 0.105
10         6         0.0 0.00     9 0.192 0.115

[1] "Total fpts: 70.8 (119)"
      Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX   P  10700   9.0     26.425000   12.9046988
2   Kevin Gausman  BAL   P   7100 -13.2     10.600000    6.7000000
3  Miguel Montero  CHC   C   3100  24.0      7.500000    0.7071068
4  Ryan Zimmerman  WSH  1B   3100  12.0      8.428571    8.4035140
5   Daniel Murphy  WSH  2B   4400   0.0      9.555556   11.4685560
6  Anthony Rendon  WSH  3B   3600   2.0      4.000000    4.2031734
7    Aledmys Diaz  STL  SS   4000   0.0      7.727273   11.9757330
8    Bryce Harper  WSH  OF   5100  14.0     12.555556   12.8851767
9  Kyle Schwarber  CHC  OF   4400  18.0      7.000000    4.9193496
10     Adam Eaton  WSH  OF   3700   5.0     10.875000    6.9577808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          2         0.0 0.00     6 0.168 0.000
4          7         0.0 0.00     5 0.429 0.310
5          9         0.0 0.00     4 0.446 0.245
6          7         0.0 0.00     2 0.222 0.046
7         11         0.0 0.00     2 0.288 0.231
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     1 0.359 0.180
10         8         0.0 0.00     1 0.412 0.186

[1] "Total fpts: 70.55 (120)"
      Lineup (106) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800  30.75           NaN           NA
2    Kevin Gausman  BAL     P   7100 -13.20     10.600000     6.700000
3    Austin Romine  NYY     C   2600   3.00      8.666667     6.976150
4    Anthony Rizzo  CHC    1B   5000  10.00      6.818182     5.306942
5       Pete Kozma  NYY 2B/SS   2900   0.00      3.500000     2.121320
6      Kris Bryant  CHC    3B   5000  15.00      8.727273    10.354621
7  Ronald Torreyes  NYY    SS   2500   0.00      6.545455     6.361818
8   Kyle Schwarber  CHC    OF   4400  18.00      7.000000     4.919350
9    Brett Gardner  NYY    OF   3800   2.00      8.800000     8.024961
10 Jacoby Ellsbury  NYY    OF   3700   5.00      7.750000     5.327885
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          6         0.0 0.00     7 0.420 0.238
4         11         0.0 0.00     3 0.367 0.120
5          2         0.0 0.00     9 0.270 0.000
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     8 0.285 0.175
8         11         0.0 0.00     1 0.359 0.180
9         10         0.0 0.00     1 0.297 0.049
10        12         0.0 0.00     2 0.356 0.109

[1] "Total fpts: 70.1 (121)"
       Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR   P   8300  -0.7     21.700000    0.3535534
2    Kevin Gausman  BAL   P   7100 -13.2     10.600000    6.7000000
3       Manny Pina  MIL   C   2700   7.0      8.666667    8.3106358
4    Anthony Rizzo  CHC  1B   5000  10.0      6.818182    5.3069423
5    Daniel Murphy  WSH  2B   4400   0.0      9.555556   11.4685560
6      Travis Shaw  MIL  3B   3400  35.0      7.750000    6.4261539
7    Orlando Arcia  MIL  SS   3300  14.0      4.000000    4.5126086
8     Bryce Harper  WSH  OF   5100  14.0     12.555556   12.8851767
9     Keon Broxton  MIL  OF   3700   0.0      5.222222    7.5627009
10 Domingo Santana  MIL  OF   3600   4.0      9.600000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.446 0.245
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     8 0.211 0.048
8          9         0.0 0.00     3 0.465 0.311
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 68.55 (122)"
         Lineup (94) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800  30.75           NaN           NA
2      Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3        JT Realmuto  MIA   C   3200   3.00      8.666667     7.968689
4        Justin Bour  MIA  1B   2900  19.00      4.545455     4.612237
5    Jonathan Villar  MIL  2B   4300   0.00      8.750000    10.393398
6     Anthony Rendon  WSH  3B   3600   2.00      4.000000     4.203173
7   Francisco Lindor  CLE  SS   4700  17.00     11.545455    12.011358
8  Giancarlo Stanton  MIA  OF   4200   0.00      8.454545     9.811867
9   Christian Yelich  MIA  OF   3900  10.00      9.750000     8.114241
10     Marcell Ozuna  MIA  OF   3300   0.00     12.583333    11.812615
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          9         0.0 0.00     2 0.440 0.244
4         11         0.0 0.00     5 0.239 0.111
5         12         0.0 0.00     1 0.244 0.200
6          7         0.0 0.00     2 0.222 0.046
7         11         0.0 0.00     2 0.445 0.327
8         11         0.0 0.00     4 0.332 0.204
9         12         0.0 0.00     3 0.305 0.161
10        12         0.0 0.00     6 0.461 0.314

[1] "Total fpts: 65.2 (123)"
        Lineup (63) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  10700  9.0     26.425000    12.904699
2     Luis Severino  NYY   P   6500 30.2     22.600000    16.334167
3     Yadier Molina  STL   C   3400  0.0      5.500000     4.859127
4     Anthony Rizzo  CHC  1B   5000 10.0      6.818182     5.306942
5   Jonathan Villar  MIL  2B   4300  0.0      8.750000    10.393398
6    Anthony Rendon  WSH  3B   3600  2.0      4.000000     4.203173
7      Aledmys Diaz  STL  SS   4000  0.0      7.727273    11.975733
8     Dexter Fowler  STL  OF   4300 12.0      4.083333     3.941812
9  Stephen Piscotty  STL  OF   4000  2.0      8.100000     9.060905
10   Randal Grichuk  STL  OF   3700  0.0      6.272727     7.616967
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3         10         0.0 0.00     5 0.291 0.114
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     1 0.244 0.200
6          7         0.0 0.00     2 0.222 0.046
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     1 0.177 0.019
9         10         0.0 0.00     3 0.381 0.206
10        11         0.0 0.00     4 0.270 0.170

[1] "Total fpts: 64.8 (124)"
       Lineup (104) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700   9.0     26.425000    12.904699
2     Kevin Gausman  BAL     P   7100 -13.2     10.600000     6.700000
3     Roberto Perez  CLE     C   2600   3.0      1.750000     2.362908
4    Carlos Santana  CLE 1B/OF   4400  10.0      7.818182     9.086453
5     Daniel Murphy  WSH    2B   4400   0.0      9.555556    11.468556
6    Anthony Rendon  WSH    3B   3600   2.0      4.000000     4.203173
7  Francisco Lindor  CLE    SS   4700  17.0     11.545455    12.011358
8        Ryan Braun  MIL    OF   4600  10.0     13.166667     9.023538
9  Michael Brantley  CLE    OF   4500  16.0      9.875000     6.151365
10  Abraham Almonte  CLE    OF   3300  11.0      4.400000     2.607681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          4         0.0 0.00     9 0.064 0.000
4         11         0.0 0.00     1 0.295 0.175
5          9         0.0 0.00     4 0.446 0.245
6          7         0.0 0.00     2 0.222 0.046
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9          8         0.0 0.00     3 0.354 0.195
10         5         0.0 0.00     8 0.335 0.036

[1] "Total fpts: 63.75 (125)"
       Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800 30.75           NaN           NA
2       Yu Darvish  TEX   P  10700  9.00        26.425    12.904699
3       Alex Avila  DET   C   2700  0.00        17.000     8.717798
4  Victor Martinez  DET  1B   3400  5.00         3.625     2.973094
5  Jonathan Villar  MIL  2B   4300  0.00         8.750    10.393398
6   Anthony Rendon  WSH  3B   3600  2.00         4.000     4.203173
7    Orlando Arcia  MIL  SS   3300 14.00         4.000     4.512609
8     Justin Upton  DET  OF   3900  3.00         9.000    10.033278
9     JaCoby Jones  DET  OF   2600  0.00         6.750     6.652067
10   Tyler Collins  DET  OF   2500  0.00         6.000     2.366432
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          3         0.0 0.00     7 0.854 0.800
4          8         0.0 0.00     4 0.230 0.000
5         12         0.0 0.00     1 0.244 0.200
6          7         0.0 0.00     2 0.222 0.046
7         12         0.0 0.00     8 0.211 0.048
8          7         0.0 0.00     5 0.376 0.242
9          4         0.0 0.00     8 0.344 0.231
10         6         0.0 0.00     6 0.365 0.097

[1] "Total fpts: 62.55 (126)"
       Lineup (115) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800  30.75           NaN           NA
2     Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3        Manny Pina  MIL   C   2700   7.00      8.666667     8.310636
4        Lucas Duda  NYM  1B   3600   4.00     10.666667    11.905881
5       Neil Walker  NYM  2B   3600   0.00      5.750000     4.136863
6    Anthony Rendon  WSH  3B   3600   2.00      4.000000     4.203173
7  Asdrubal Cabrera  NYM  SS   3700   2.00      8.666667     8.876254
8   Yoenis Cespedes  NYM  OF   4600   7.00     11.500000    15.168748
9    Kyle Schwarber  CHC  OF   4400  18.00      7.000000     4.919350
10        Jay Bruce  NYM  OF   3600   5.00      9.750000     9.946448
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4          9         0.0 0.00     6 0.404 0.359
5         12         0.0 0.00     5 0.296 0.065
6          7         0.0 0.00     2 0.222 0.046
7         12         0.0 0.00     2 0.321 0.143
8         12         0.0 0.00     3 0.419 0.438
9         11         0.0 0.00     1 0.359 0.180
10        12         0.0 0.00     4 0.387 0.271

[1] "Total fpts: 61.8 (127)"
          Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX     P  10700   9.0     26.425000    12.904699
2       Kevin Gausman  BAL     P   7100 -13.2     10.600000     6.700000
3  Francisco Cervelli  PIT     C   3000   3.0      6.000000     3.500000
4       Anthony Rizzo  CHC    1B   5000  10.0      6.818182     5.306942
5         Ben Zobrist  CHC 2B/OF   4100   0.0      8.333333     6.422616
6         Kris Bryant  CHC    3B   5000  15.0      8.727273    10.354621
7        Aledmys Diaz  STL    SS   4000   0.0      7.727273    11.975733
8      Kyle Schwarber  CHC    OF   4400  18.0      7.000000     4.919350
9     Domingo Santana  MIL    OF   3600   4.0      9.600000     5.232378
10            Jon Jay  CHC    OF   3100  16.0      1.500000     2.121320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          9         0.0 0.00     6 0.335 0.233
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.288 0.231
8         11         0.0 0.00     1 0.359 0.180
9         10         0.0 0.00     5 0.372 0.244
10         2         0.0 0.00     9 0.382 0.000

[1] "Total fpts: 61.3 (128)"
        Lineup (145) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2     Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
3        JT Realmuto  MIA   C   3200  3.0      8.666667    7.9686887
4        Justin Bour  MIA  1B   2900 19.0      4.545455    4.6122367
5      Daniel Murphy  WSH  2B   4400  0.0      9.555556   11.4685560
6        Kris Bryant  CHC  3B   5000 15.0      8.727273   10.3546213
7    Troy Tulowitzki  TOR  SS   4000  6.0      6.500000    8.0056798
8  Giancarlo Stanton  MIA  OF   4200  0.0      8.454545    9.8118667
9   Christian Yelich  MIA  OF   3900 10.0      9.750000    8.1142411
10     Marcell Ozuna  MIA  OF   3300  0.0     12.583333   11.8126152
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          9         0.0 0.00     2 0.440 0.244
4         11         0.0 0.00     5 0.239 0.111
5          9         0.0 0.00     4 0.446 0.245
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     4 0.293 0.159
8         11         0.0 0.00     4 0.332 0.204
9         12         0.0 0.00     3 0.305 0.161
10        12         0.0 0.00     6 0.461 0.314

[1] "Total fpts: 60.3 (129)"
       Lineup (144) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700  9.0     26.425000   12.9046988
2    Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
3    Salvador Perez   KC     C   3400  3.0      8.500000    6.5870243
4       Mike Napoli  TEX    1B   3700  0.0      6.000000    6.6606033
5  Jurickson Profar  TEX 2B/3B   3100  2.0      5.666667    1.9663842
6       Kris Bryant  CHC    3B   5000 15.0      8.727273   10.3546213
7      Elvis Andrus  TEX    SS   3600 20.0      8.750000    7.8523303
8        Ryan Braun  MIL    OF   4600 10.0     13.166667    9.0235382
9      Carlos Gomez  TEX    OF   3700  0.0      7.166667    7.9753408
10     Nomar Mazara  TEX    OF   3500  2.0     12.500000   10.2024952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         12         0.0 0.00     4 0.252 0.160
5          6         0.0 0.00     9 0.283 0.000
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     2 0.389 0.289
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     1 0.314 0.235
10        12         0.0 0.00     3 0.435 0.278

[1] "Total fpts: 59.55 (130)"
      Lineup (125) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12800  30.75           NaN           NA
2    Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3       Manny Pina  MIL   C   2700   7.00      8.666667     8.310636
4       Jose Abreu  CWS  1B   4300   0.00      3.333333     4.555217
5  Jonathan Villar  MIL  2B   4300   0.00      8.750000    10.393398
6    Matt Davidson  CWS  3B   3100   0.00      9.666667     6.314006
7     Tim Anderson  CWS  SS   3700   5.00      5.000000     5.291503
8       Ryan Braun  MIL  OF   4600  10.00     13.166667     9.023538
9    Melky Cabrera  CWS  OF   4000   2.00      6.166667     4.400758
10  Avisail Garcia  CWS  OF   3400  18.00     11.888889    10.385620
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          6         0.0 0.00     6 0.490 0.192
4          9         0.0 0.00     4 0.195 0.021
5         12         0.0 0.00     1 0.244 0.200
6          6         0.0 0.00     6 0.448 0.387
7          8         0.0 0.00     2 0.187 0.064
8         12         0.0 0.00     3 0.446 0.378
9          6         0.0 0.00     3 0.348 0.118
10         9         0.0 0.00     5 0.488 0.192

[1] "Total fpts: 58.75 (131)"
         Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12800 30.75           NaN           NA
2         Yu Darvish  TEX   P  10700  9.00     26.425000    12.904699
3      Austin Hedges   SD   C   2700  0.00      5.600000     8.315982
4       Brandon Belt   SF  1B   3700  5.00      7.166667     6.057802
5  Yangervis Solarte   SD  2B   3500  0.00      5.750000     7.225271
6       Ryan Schimpf   SD  3B   3600  2.00      7.272727     7.747140
7        Erick Aybar   SD  SS   2600  2.00      3.444444     4.530759
8    Domingo Santana  MIL  OF   3600  4.00      9.600000     5.232378
9       Josh Reddick  HOU  OF   3500  0.00      6.111111     6.009252
10    Hunter Renfroe   SD  OF   3300  6.00      5.916667     7.191641
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3         10         0.0 0.00     6 0.258 0.211
4         12         0.0 0.00     2 0.354 0.275
5         12         0.0 0.00     3 0.300 0.151
6         11         0.0 0.00     4 0.341 0.250
7          9         0.0 0.00     7 0.250 0.059
8         10         0.0 0.00     5 0.372 0.244
9          9         0.0 0.00     2 0.323 0.054
10        12         0.0 0.00     5 0.282 0.200

[1] "Total fpts: 58.3 (132)"
         Lineup (143) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2      Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
3  Francisco Cervelli  PIT   C   3000  3.0      6.000000    3.5000000
4           Josh Bell  PIT  1B   3100  3.0      3.555556    4.5030854
5       Daniel Murphy  WSH  2B   4400  0.0      9.555556   11.4685560
6        David Freese  PIT  3B   3000  8.0      5.777778    5.7831172
7        Jordy Mercer  PIT  SS   3000  9.0      4.200000    3.0840089
8          Mike Trout  LAA  OF   5200 11.0     10.166667    4.8586069
9        Bryce Harper  WSH  OF   5100 14.0     12.555556   12.8851767
10    Gregory Polanco  PIT  OF   4100  2.0      8.571429    8.7532307
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          9         0.0 0.00     6 0.335 0.233
4          9         0.0 0.00     7 0.247 0.056
5          9         0.0 0.00     4 0.446 0.245
6          9         0.0 0.00     5 0.442 0.229
7         10         0.0 0.00     8 0.237 0.023
8         12         0.0 0.00     3 0.437 0.306
9          9         0.0 0.00     3 0.465 0.311
10         7         0.0 0.00     4 0.327 0.081

[1] "Total fpts: 57.75 (133)"
        Lineup (109) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12800 30.75           NaN           NA
2         Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3        Carlos Ruiz  SEA     C   2500  0.00      5.000000     5.033223
4     Danny Valencia  SEA    1B   3300  0.00      3.916667     3.117643
5    Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6      Taylor Motter  SEA 3B/SS   3200  0.00     12.000000     8.563488
7      Orlando Arcia  MIL    SS   3300 14.00      4.000000     4.512609
8    Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
9       Jarrod Dyson  SEA    OF   3000  0.00      6.818182     4.045199
10 Guillermo Heredia  SEA    OF   2700  0.00      9.000000    13.076697
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          4         0.0 0.00     8 0.311 0.091
4         12         0.0 0.00     7 0.211 0.082
5         12         0.0 0.00     1 0.244 0.200
6          7         0.0 0.00     6 0.476 0.464
7         12         0.0 0.00     8 0.211 0.048
8         10         0.0 0.00     5 0.372 0.244
9         11         0.0 0.00     9 0.271 0.070
10         3         0.0 0.00     1 0.423 0.273

[1] "Total fpts: 57.55 (134)"
        Lineup (32) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800  30.75           NaN           NA
2     Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3    Salvador Perez   KC   C   3400   3.00      8.500000     6.587024
4    Ryan Zimmerman  WSH  1B   3100  12.00      8.428571     8.403514
5     Daniel Murphy  WSH  2B   4400   0.00      9.555556    11.468556
6    Anthony Rendon  WSH  3B   3600   2.00      4.000000     4.203173
7  Brandon Crawford   SF  SS   3400   5.00      9.272727     6.198240
8      Bryce Harper  WSH  OF   5100  14.00     12.555556    12.885177
9   Domingo Santana  MIL  OF   3600   4.00      9.600000     5.232378
10     Jayson Werth  WSH  OF   3300   0.00      6.375000     5.289815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4          7         0.0 0.00     5 0.429 0.310
5          9         0.0 0.00     4 0.446 0.245
6          7         0.0 0.00     2 0.222 0.046
7         11         0.0 0.00     5 0.357 0.234
8          9         0.0 0.00     3 0.465 0.311
9         10         0.0 0.00     5 0.372 0.244
10         8         0.0 0.00     6 0.383 0.225

[1] "Total fpts: 57.55 (135)"
        Lineup (64) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12800  30.75           NaN           NA
2     Kevin Gausman  BAL   P   7100 -13.20     10.600000     6.700000
3     Austin Hedges   SD   C   2700   0.00      5.600000     8.315982
4     Anthony Rizzo  CHC  1B   5000  10.00      6.818182     5.306942
5   Jonathan Villar  MIL  2B   4300   0.00      8.750000    10.393398
6      Ryan Schimpf   SD  3B   3600   2.00      7.272727     7.747140
7       Erick Aybar   SD  SS   2600   2.00      3.444444     4.530759
8        Ryan Braun  MIL  OF   4600  10.00     13.166667     9.023538
9    Hunter Renfroe   SD  OF   3300   6.00      5.916667     7.191641
10 Travis Jankowski   SD  OF   3000  10.00      3.222222     3.113590
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3         10         0.0 0.00     6 0.258 0.211
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     1 0.244 0.200
6         11         0.0 0.00     4 0.341 0.250
7          9         0.0 0.00     7 0.250 0.059
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     5 0.282 0.200
10         9         0.0 0.00     8 0.201 0.000

[1] "Total fpts: 56.55 (136)"
       Lineup (137) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800  30.75           NaN           NA
2     Kevin Gausman  BAL     P   7100 -13.20     10.600000     6.700000
3     Yadier Molina  STL     C   3400   0.00      5.500000     4.859127
4       Eric Thames  MIL 1B/OF   3900  17.00     16.900000     8.987028
5      Adam Frazier  PIT 2B/OF   3000   5.00      8.111111     8.866291
6    Mike Moustakas   KC    3B   3200   3.00     10.750000     6.584614
7      Aledmys Diaz  STL    SS   4000   0.00      7.727273    11.975733
8     Dexter Fowler  STL    OF   4300  12.00      4.083333     3.941812
9  Stephen Piscotty  STL    OF   4000   2.00      8.100000     9.060905
10   Randal Grichuk  STL    OF   3700   0.00      6.272727     7.616967
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3         10         0.0 0.00     5 0.291 0.114
4         10         0.0 0.00     2 0.591 0.595
5          9         0.0 0.00     1 0.374 0.180
6          8         0.0 0.00     2 0.428 0.390
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     1 0.177 0.019
9         10         0.0 0.00     3 0.381 0.206
10        11         0.0 0.00     4 0.270 0.170

[1] "Total fpts: 52.3 (137)"
       Lineup (41) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2   Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
3       Alex Avila  DET   C   2700  0.0     17.000000    8.7177979
4   Ryan Zimmerman  WSH  1B   3100 12.0      8.428571    8.4035140
5    Daniel Murphy  WSH  2B   4400  0.0      9.555556   11.4685560
6   Anthony Rendon  WSH  3B   3600  2.0      4.000000    4.2031734
7  Troy Tulowitzki  TOR  SS   4000  6.0      6.500000    8.0056798
8     Bryce Harper  WSH  OF   5100 14.0     12.555556   12.8851767
9       Ryan Braun  MIL  OF   4600 10.0     13.166667    9.0235382
10    Jayson Werth  WSH  OF   3300  0.0      6.375000    5.2898150
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3          3         0.0 0.00     7 0.854 0.800
4          7         0.0 0.00     5 0.429 0.310
5          9         0.0 0.00     4 0.446 0.245
6          7         0.0 0.00     2 0.222 0.046
7         12         0.0 0.00     4 0.293 0.159
8          9         0.0 0.00     3 0.465 0.311
9         12         0.0 0.00     3 0.446 0.378
10         8         0.0 0.00     6 0.383 0.225

[1] "Total fpts: 50.8 (138)"
        Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  10700   9.0     26.425000    12.904699
2     Kevin Gausman  BAL   P   7100 -13.2     10.600000     6.700000
3      Brian McCann  HOU   C   3300   6.0      9.571429     5.912054
4      Brandon Belt   SF  1B   3700   5.0      7.166667     6.057802
5       Jose Altuve  HOU  2B   4800   6.0      9.666667     8.835191
6      Alex Bregman  HOU  3B   3900   0.0      6.363636     4.884112
7  Francisco Lindor  CLE  SS   4700  17.0     11.545455    12.011358
8    Kyle Schwarber  CHC  OF   4400  18.0      7.000000     4.919350
9    Carlos Beltran  HOU  OF   3700   3.0      5.545455     4.524680
10     Josh Reddick  HOU  OF   3500   0.0      6.111111     6.009252
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          7         0.0 0.00     5 0.386 0.233
4         12         0.0 0.00     2 0.354 0.275
5         12         0.0 0.00     3 0.365 0.080
6         11         0.0 0.00     6 0.328 0.044
7         11         0.0 0.00     2 0.445 0.327
8         11         0.0 0.00     1 0.359 0.180
9         11         0.0 0.00     4 0.272 0.060
10         9         0.0 0.00     2 0.323 0.054

[1] "Total fpts: 50.3 (139)"
      Lineup (66) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2  Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
3  Salvador Perez   KC   C   3400  3.0      8.500000    6.5870243
4     Eric Hosmer   KC  1B   3900  5.0      4.600000    4.4522154
5   Daniel Murphy  WSH  2B   4400  0.0      9.555556   11.4685560
6  Mike Moustakas   KC  3B   3200  3.0     10.750000    6.5846141
7    Aledmys Diaz  STL  SS   4000  0.0      7.727273   11.9757330
8  Kyle Schwarber  CHC  OF   4400 18.0      7.000000    4.9193496
9    Lorenzo Cain   KC  OF   4000  6.0      9.000000    5.1424162
10    Alex Gordon   KC  OF   3700  7.0      5.300000    4.5227818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         10         0.0 0.00     4 0.231 0.065
5          9         0.0 0.00     4 0.446 0.245
6          8         0.0 0.00     2 0.428 0.390
7         11         0.0 0.00     2 0.288 0.231
8         11         0.0 0.00     1 0.359 0.180
9         10         0.0 0.00     3 0.416 0.050
10        10         0.0 0.00     1 0.225 0.042

[1] "Total fpts: 48.3 (140)"
        Lineup (150) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  10700  9.0     26.425000   12.9046988
2     Marcus Stroman  TOR   P   8300 -0.7     21.700000    0.3535534
3     Salvador Perez   KC   C   3400  3.0      8.500000    6.5870243
4          Wil Myers   SD  1B   4600  5.0      9.833333    9.6656217
5  Yangervis Solarte   SD  2B   3500  0.0      5.750000    7.2252713
6       Ryan Schimpf   SD  3B   3600  2.0      7.272727    7.7471402
7      Orlando Arcia  MIL  SS   3300 14.0      4.000000    4.5126086
8         Ryan Braun  MIL  OF   4600 10.0     13.166667    9.0235382
9      Manuel Margot   SD  OF   3400  0.0      7.250000    5.8794712
10    Hunter Renfroe   SD  OF   3300  6.0      5.916667    7.1916408
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          2         7.7 1.04    NA 0.000 0.000
3         10         0.0 0.00     5 0.383 0.356
4         12         0.0 0.00     2 0.442 0.316
5         12         0.0 0.00     3 0.300 0.151
6         11         0.0 0.00     4 0.341 0.250
7         12         0.0 0.00     8 0.211 0.048
8         12         0.0 0.00     3 0.446 0.378
9         12         0.0 0.00     1 0.348 0.232
10        12         0.0 0.00     5 0.282 0.200

[1] "Total fpts: 44.8 (141)"
         Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  10700   9.0     26.425000    12.904699
2      Kevin Gausman  BAL   P   7100 -13.2     10.600000     6.700000
3        JT Realmuto  MIA   C   3200   3.0      8.666667     7.968689
4        Justin Bour  MIA  1B   2900  19.0      4.545455     4.612237
5         Dee Gordon  MIA  2B   3800   7.0      8.363636     5.482203
6      Manny Machado  BAL  3B   4900   0.0      7.272727     6.558825
7       Aledmys Diaz  STL  SS   4000   0.0      7.727273    11.975733
8         Ryan Braun  MIL  OF   4600  10.0     13.166667     9.023538
9  Giancarlo Stanton  MIA  OF   4200   0.0      8.454545     9.811867
10  Christian Yelich  MIA  OF   3900  10.0      9.750000     8.114241
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          9         0.0 0.00     2 0.440 0.244
4         11         0.0 0.00     5 0.239 0.111
5         11         0.0 0.00     1 0.314 0.035
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     2 0.288 0.231
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     4 0.332 0.204
10        12         0.0 0.00     3 0.305 0.161

[1] "Total fpts: 36.1 (142)"
         Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Marcus Stroman  TOR   P   8300  -0.7     21.700000    0.3535534
2       Kevin Gausman  BAL   P   7100 -13.2     10.600000    6.7000000
3  Welington Castillo  BAL   C   3800  10.0      5.666667    5.7445626
4         Chris Davis  BAL  1B   4700   5.0      9.090909    8.2517216
5     Jonathan Schoop  BAL  2B   3900   5.0      7.727273    6.5129242
6       Manny Machado  BAL  3B   4900   0.0      7.272727    6.5588247
7     Troy Tulowitzki  TOR  SS   4000   6.0      6.500000    8.0056798
8        Bryce Harper  WSH  OF   5100  14.0     12.555556   12.8851767
9         Mark Trumbo  BAL  OF   4600   6.0      6.454545    7.5546494
10    Domingo Santana  MIL  OF   3600   4.0      9.600000    5.2323778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3          9         0.0 0.00     6 0.314 0.057
4         11         0.0 0.00     4 0.423 0.293
5         11         0.0 0.00     7 0.353 0.237
6         11         0.0 0.00     3 0.300 0.200
7         12         0.0 0.00     4 0.293 0.159
8          9         0.0 0.00     3 0.465 0.311
9         11         0.0 0.00     5 0.245 0.114
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: 20.8 (143)"
       Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  10700   9.0     26.425000    12.904699
2     Kevin Gausman  BAL     P   7100 -13.2     10.600000     6.700000
3     Yadier Molina  STL     C   3400   0.0      5.500000     4.859127
4     Jose Martinez  STL 1B/OF   2800   5.0      4.666667     1.527525
5     Daniel Murphy  WSH    2B   4400   0.0      9.555556    11.468556
6     Manny Machado  BAL    3B   4900   0.0      7.272727     6.558825
7      Aledmys Diaz  STL    SS   4000   0.0      7.727273    11.975733
8    Kyle Schwarber  CHC    OF   4400  18.0      7.000000     4.919350
9  Stephen Piscotty  STL    OF   4000   2.0      8.100000     9.060905
10   Randal Grichuk  STL    OF   3700   0.0      6.272727     7.616967
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 1.19    NA 0.000 0.000
2          3         5.3 1.69    NA 0.000 0.000
3         10         0.0 0.00     5 0.291 0.114
4          3         0.0 0.00     6 0.495 0.133
5          9         0.0 0.00     4 0.446 0.245
6         11         0.0 0.00     3 0.300 0.200
7         11         0.0 0.00     2 0.288 0.231
8         11         0.0 0.00     1 0.359 0.180
9         10         0.0 0.00     3 0.381 0.206
10        11         0.0 0.00     4 0.270 0.170

[1] "Total fpts: NA (144)"
        Lineup (31) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR     P   8300 -0.7     21.700000    0.3535534
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3    Salvador Perez   KC     C   3400  3.0      8.500000    6.5870243
4     Anthony Rizzo  CHC    1B   5000 10.0      6.818182    5.3069423
5       Ben Zobrist  CHC 2B/OF   4100  0.0      8.333333    6.4226163
6       Kris Bryant  CHC    3B   5000 15.0      8.727273   10.3546213
7  Francisco Lindor  CLE    SS   4700 17.0     11.545455   12.0113583
8        Ryan Braun  MIL    OF   4600 10.0     13.166667    9.0235382
9    Kyle Schwarber  CHC    OF   4400 18.0      7.000000    4.9193496
10          Jon Jay  CHC    OF   3100 16.0      1.500000    2.1213203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.7 1.04    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         10         0.0 0.00     5 0.383 0.356
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     2 0.445 0.327
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10         2         0.0 0.00     9 0.382 0.000

[1] "Total fpts: NA (145)"
       Lineup (46) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH    P  12800 30.75           NaN           NA
2    Luis Severino  NYY    P   6500 30.20     22.600000    16.334167
3    Austin Romine  NYY    C   2600  3.00      8.666667     6.976150
4        Greg Bird <NA> <NA>     NA    NA           NaN           NA
5   Starlin Castro  NYY   2B   3400  7.00      8.230769     6.112199
6      Kris Bryant  CHC   3B   5000 15.00      8.727273    10.354621
7  Ronald Torreyes  NYY   SS   2500  0.00      6.545455     6.361818
8       Ryan Braun  MIL   OF   4600 10.00     13.166667     9.023538
9   Kyle Schwarber  CHC   OF   4400 18.00      7.000000     4.919350
10     Aaron Judge  NYY   OF   3700  0.00     10.727273     9.778455
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.0 1.08    NA 0.000 0.000
3          6         0.0 0.00     7 0.420 0.238
4          0          NA   NA    NA    NA    NA
5         13         0.0 0.00     4 0.401 0.173
6         11         0.0 0.00     2 0.326 0.192
7         11         0.0 0.00     8 0.285 0.175
8         12         0.0 0.00     3 0.446 0.378
9         11         0.0 0.00     1 0.359 0.180
10        11         0.0 0.00     5 0.416 0.375

[1] "Total fpts: NA (146)"
       Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12800 30.75           NaN           NA
2       Yu Darvish  TEX     P  10700  9.00     26.425000    12.904699
3    Austin Romine  NYY     C   2600  3.00      8.666667     6.976150
4        Greg Bird <NA>  <NA>     NA    NA           NaN           NA
5       Pete Kozma  NYY 2B/SS   2900  0.00      3.500000     2.121320
6   Mike Moustakas   KC    3B   3200  3.00     10.750000     6.584614
7  Ronald Torreyes  NYY    SS   2500  0.00      6.545455     6.361818
8       Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9    Brett Gardner  NYY    OF   3800  2.00      8.800000     8.024961
10 Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          2         6.4 1.19    NA 0.000 0.000
3          6         0.0 0.00     7 0.420 0.238
4          0          NA   NA    NA    NA    NA
5          2         0.0 0.00     9 0.270 0.000
6          8         0.0 0.00     2 0.428 0.390
7         11         0.0 0.00     8 0.285 0.175
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     1 0.297 0.049
10        10         0.0 0.00     5 0.372 0.244

[1] "Total fpts: NA (147)"
        Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12800 30.75           NaN           NA
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3      Omar Narvaez  CWS     C   2600  0.00      3.250000     4.716991
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5   Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6    Tyler Saladino  CWS 3B/SS   3500  0.00      5.500000     5.683309
7      Tim Anderson  CWS    SS   3700  5.00      5.000000     5.291503
8        Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9     Melky Cabrera  CWS    OF   4000  2.00      6.166667     4.400758
10     Leury Garcia  CWS    OF   2800 14.00      5.166667     3.544949
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.3 0.95    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          4         0.0 0.00     8 0.244 0.000
4         11         0.0 0.00     3 0.367 0.120
5         12         0.0 0.00     1 0.244 0.200
6          6         0.0 0.00     1 0.338 0.067
7          8         0.0 0.00     2 0.187 0.064
8         12         0.0 0.00     3 0.446 0.378
9          6         0.0 0.00     3 0.348 0.118
10         6         0.0 0.00     9 0.329 0.174

[1] "Total fpts: NA (148)"
       Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Joe Musgrove  HOU     P   7200  5.85      7.525000     1.520280
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3      Nick Hundley   SF     C   3100  7.00      8.000000     7.000000
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182     5.306942
5       Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333     6.422616
6       Kris Bryant  CHC    3B   5000 15.00      8.727273    10.354621
7      Elvis Andrus  TEX    SS   3600 20.00      8.750000     7.852330
8    Kyle Schwarber  CHC    OF   4400 18.00      7.000000     4.919350
9      Keon Broxton  MIL    OF   3700  0.00      5.222222     7.562701
10    Jason Heyward  CHC    OF   3300  8.00      6.000000     4.163332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.2 1.55    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          5         0.0 0.00     7 0.274 0.148
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     2 0.389 0.289
8         11         0.0 0.00     1 0.359 0.180
9          9         0.0 0.00     7 0.226 0.114
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: NA (149)"
       Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Wei-Yin Chen  MIA     P   7700 21.95      8.625000   17.0766288
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3    Miguel Montero  CHC     C   3100 24.00      7.500000    0.7071068
4     Anthony Rizzo  CHC    1B   5000 10.00      6.818182    5.3069423
5       Ben Zobrist  CHC 2B/OF   4100  0.00      8.333333    6.4226163
6       Kris Bryant  CHC    3B   5000 15.00      8.727273   10.3546213
7   Troy Tulowitzki  TOR    SS   4000  6.00      6.500000    8.0056798
8        Adam Jones  BAL    OF   4500 18.00      8.000000    5.0990195
9       Denard Span   SF    OF   3600  0.00      5.666667    3.3166248
10    Jason Heyward  CHC    OF   3300  8.00      6.000000    4.1633320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         4.5 1.67    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          2         0.0 0.00     6 0.168 0.000
4         11         0.0 0.00     3 0.367 0.120
5          9         0.0 0.00     4 0.335 0.143
6         11         0.0 0.00     2 0.326 0.192
7         12         0.0 0.00     4 0.293 0.159
8         11         0.0 0.00     2 0.358 0.205
9          9         0.0 0.00     1 0.283 0.105
10        10         0.0 0.00     5 0.305 0.044

[1] "Total fpts: NA (150)"
         Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Mike Leake  STL     P   7600 14.05     27.575000     5.338656
2    Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3  Welington Castillo  BAL     C   3800 10.00      5.666667     5.744563
4         Eric Thames  MIL 1B/OF   3900 17.00     16.900000     8.987028
5     Jonathan Villar  MIL    2B   4300  0.00      8.750000    10.393398
6         Travis Shaw  MIL    3B   3400 35.00      7.750000     6.426154
7        Elvis Andrus  TEX    SS   3600 20.00      8.750000     7.852330
8          Ryan Braun  MIL    OF   4600 10.00     13.166667     9.023538
9     Domingo Santana  MIL    OF   3600  4.00      9.600000     5.232378
10      Jason Heyward  CHC    OF   3300  8.00      6.000000     4.163332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.5 0.73    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          9         0.0 0.00     6 0.314 0.057
4         10         0.0 0.00     2 0.591 0.595
5         12         0.0 0.00     1 0.244 0.200
6         12         0.0 0.00     4 0.310 0.260
7         12         0.0 0.00     2 0.389 0.289
8         12         0.0 0.00     3 0.446 0.378
9         10         0.0 0.00     5 0.372 0.244
10        10         0.0 0.00     5 0.305 0.044



***********************************************************************************************
Contest 4: 2017-04-19 $33.00entry_MLB$300KFastball[$50Kto1st]
***********************************************************************************************
[1] "PnL: -2845"

[1] "Total fpts: 187.1 (1)"
        Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2     Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3      Evan Gattis  HOU   C   4000  8.00      5.714286     6.600866
4   Ryan Zimmerman  WSH  1B   3100 26.00      8.875000     7.881941
5    Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6   Anthony Rendon  WSH  3B   3600 11.00      3.750000     3.955105
7    Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8       Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9     Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
10      Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4          8         0.0 0.00     5 0.452 0.311
5         10         0.0 0.00     4 0.416 0.228
6          8         0.0 0.00     2 0.219 0.043
7          2         0.0 0.00     2 0.526 0.231
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: 175.55 (2)"
         Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3   Martin Maldonado  LAA   C   2300  0.00      5.000000     3.299832
4     Ryan Zimmerman  WSH  1B   3100 26.00      8.875000     7.881941
5      Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6     Anthony Rendon  WSH  3B   3600 11.00      3.750000     3.955105
7  Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8       Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9       Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
10        Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4          8         0.0 0.00     5 0.452 0.311
5         10         0.0 0.00     4 0.416 0.228
6          8         0.0 0.00     2 0.219 0.043
7         12         0.0 0.00     6 0.339 0.140
8         10         0.0 0.00     3 0.488 0.333
9         10         0.0 0.00     2 0.300 0.050
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: 175.1 (3)"
        Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Amir Garrett  CIN     P   4800 30.95     22.250000     1.202082
3       Evan Gattis  HOU     C   4000  8.00      5.714286     6.600866
4     Matt Holliday  NYY 1B/OF   4000  7.00      7.250000     7.955844
5    Starlin Castro  NYY    2B   3600 20.00      8.142857     5.881616
6     Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8      Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9     Brett Gardner  NYY    OF   3900  7.00      8.181818     7.884392
10  Jacoby Ellsbury  NYY    OF   3800  5.00      7.538462     5.157767
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         12         0.0 0.00     3 0.355 0.195
5         14         0.0 0.00     5 0.401 0.164
6         13         0.0 0.00     2 0.491 0.205
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     3 0.488 0.333
9         11         0.0 0.00     1 0.288 0.046
10        13         0.0 0.00     4 0.359 0.102

[1] "Total fpts: 166.75 (4)"
       Lineup (119) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P   9900 26.35     24.050000     5.798276
2      Zack Greinke  ARI   P   8700 24.40     13.033333    12.333322
3      Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4    Ryan Zimmerman  WSH  1B   3100 26.00      8.875000     7.881941
5     Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6    Anthony Rendon  WSH  3B   3600 11.00      3.750000     3.955105
7  Brandon Crawford   SF  SS   3500  3.00      8.916667     6.037133
8      Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9   George Springer  HOU  OF   4700  0.00     10.769231     9.093531
10       Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.0 0.62    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4          8         0.0 0.00     5 0.452 0.311
5         10         0.0 0.00     4 0.416 0.228
6          8         0.0 0.00     2 0.219 0.043
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     3 0.488 0.333
9         13         0.0 0.00     1 0.376 0.367
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: 163.3 (5)"
       Lineup (125) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P   9900 26.35     24.050000     5.798276
2   Masahiro Tanaka  NYY   P   9000 24.95      6.033333    13.141569
3      Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4        Lucas Duda  NYM  1B   3400  0.00     10.000000    11.421228
5       Neil Walker  NYM  2B   3400  3.00      5.307692     4.269750
6     Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7  Asdrubal Cabrera  NYM  SS   3500  7.00      8.153846     8.697185
8      Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9   Yoenis Cespedes  NYM  OF   4200  9.00     11.153846    14.576500
10        Jay Bruce  NYM  OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.0 0.62    NA 0.000 0.000
2          3         4.7 1.93    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         10         0.0 0.00     6 0.401 0.342
5         13         0.0 0.00     5 0.275 0.060
6         12         0.0 0.00     3 0.277 0.182
7         13         0.0 0.00     2 0.307 0.133
8         10         0.0 0.00     3 0.488 0.333
9         13         0.0 0.00     3 0.411 0.404
10        13         0.0 0.00     4 0.382 0.255

[1] "Total fpts: 159.1 (6)"
         Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Amir Garrett  CIN     P   4800 30.95     22.250000     1.202082
3      Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4      Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5     Daniel Murphy  WSH    2B   4100  6.00      8.600000    11.226952
6     Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8      Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9      Hunter Pence   SF    OF   4100  0.00      8.000000     5.697503
10     Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          6         0.0 0.00     7 0.270 0.156
4          8         0.0 0.00     4 0.471 0.192
5         10         0.0 0.00     4 0.416 0.228
6         13         0.0 0.00     6 0.302 0.038
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     3 0.488 0.333
9         14         0.0 0.00     3 0.352 0.121
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 156.1 (7)"
        Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3   Yasmani Grandal  LAD   C   3300  2.00      6.900000     8.736259
4   Freddie Freeman  ATL  1B   4600 23.00     13.333333    13.995670
5  Brandon Phillips  ATL  2B   3400  5.00      9.166667     8.684713
6     Adonis Garcia  ATL  3B   3300  3.00      4.250000     4.882715
7    Dansby Swanson  ATL  SS   3200  0.00      3.666667     4.141439
8        Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9      Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
10    Nick Markakis  ATL  OF   3500  8.00      7.083333     4.718596
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3         10         0.0 0.00     5 0.358 0.184
4         12         0.0 0.00     3 0.567 0.447
5         12         0.0 0.00     5 0.359 0.120
6         12         0.0 0.00     6 0.207 0.082
7         12         0.0 0.00     2 0.170 0.070
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10        12         0.0 0.00     4 0.355 0.184

[1] "Total fpts: 154.65 (8)"
        Lineup (122) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2    Masahiro Tanaka  NYY     P   9000 24.95      6.033333    13.141569
3       Matt Wieters  WSH     C   2900  7.00      8.250000     8.345230
4     Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5        Brad Miller   TB    2B   3600  8.00      8.083333     8.764166
6      Evan Longoria   TB    3B   4100 19.00      6.571429     6.465462
7        Tim Beckham   TB    SS   2900  0.00      5.083333     7.038315
8       Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9    Kevin Kiermaier   TB    OF   3400 21.00      6.928571     7.108654
10   Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         4.7 1.93    NA 0.000 0.000
3          8         0.0 0.00     7 0.414 0.211
4          9         0.0 0.00     4 0.323 0.075
5         12         0.0 0.00     4 0.317 0.177
6         14         0.0 0.00     3 0.295 0.146
7         12         0.0 0.00     9 0.264 0.159
8         10         0.0 0.00     3 0.488 0.333
9         14         0.0 0.00     2 0.299 0.069
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 154.5 (9)"
          Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2        Jason Vargas   KC   P   5300 35.35     28.775000     7.742819
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.00      8.750000     7.955844
5     Jonathan Schoop  BAL  2B   3900  5.00      7.500000     6.259538
6       Yunel Escobar  LAA  3B   3100  8.00      7.384615     7.805324
7            JJ Hardy  BAL  SS   3200  5.00      5.090909     6.714976
8         Mark Trumbo  BAL  OF   4600 10.00      6.416667     7.204271
9        Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
10         Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.8 0.88    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         12         0.0 0.00     7 0.342 0.214
6         13         0.0 0.00     1 0.342 0.100
7         11         0.0 0.00     8 0.257 0.128
8         12         0.0 0.00     4 0.261 0.104
9         10         0.0 0.00     2 0.300 0.050
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: 153.7 (10)"
        Lineup (135) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2  Francisco Liriano  TOR   P   8000 25.0      7.675000    27.046834
3        Evan Gattis  HOU   C   4000  8.0      5.714286     6.600866
4     Ryan Zimmerman  WSH  1B   3100 26.0      8.875000     7.881941
5      Daniel Murphy  WSH  2B   4100  6.0      8.600000    11.226952
6     Anthony Rendon  WSH  3B   3600 11.0      3.750000     3.955105
7           JJ Hardy  BAL  SS   3200  5.0      5.090909     6.714976
8       Bryce Harper  WSH  OF   4900 46.0     12.700000    12.156845
9     Billy Hamilton  CIN  OF   4100  7.0      8.416667     6.828528
10      Jayson Werth  WSH  OF   3300  5.0      5.666667     5.385165
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0    1    NA 0.000 0.000
2          2         3.5    2    NA 0.000 0.000
3          7         0.0    0     5 0.353 0.080
4          8         0.0    0     5 0.452 0.311
5         10         0.0    0     4 0.416 0.228
6          8         0.0    0     2 0.219 0.043
7         11         0.0    0     8 0.257 0.128
8         10         0.0    0     3 0.488 0.333
9         12         0.0    0     1 0.248 0.055
10         9         0.0    0     6 0.351 0.205

[1] "Total fpts: 153.1 (11)"
        Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3      Cameron Rupp  PHI   C   2900  7.00      5.250000     5.922114
4      Tommy Joseph  PHI  1B   3500  0.00      4.555556     4.558265
5     Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6     Maikel Franco  PHI  3B   3800  2.00      7.600000     7.260242
7     Freddy Galvis  PHI  SS   3100 13.00      5.300000     6.395311
8        Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9      Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
10 Michael Saunders  PHI  OF   3300 10.00      7.250000     8.293715
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          8         0.0 0.00     7 0.283 0.156
4          9         0.0 0.00     6 0.224 0.100
5         10         0.0 0.00     4 0.416 0.228
6         10         0.0 0.00     4 0.236 0.140
7         10         0.0 0.00     8 0.247 0.170
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10         8         0.0 0.00     5 0.270 0.089

[1] "Total fpts: 152.25 (12)"
          Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2        Zack Greinke  ARI   P   8700 24.40     13.033333    12.333322
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4      Ryan Zimmerman  WSH  1B   3100 26.00      8.875000     7.881941
5       Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6      Anthony Rendon  WSH  3B   3600 11.00      3.750000     3.955105
7    Asdrubal Cabrera  NYM  SS   3500  7.00      8.153846     8.697185
8          Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9        Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
10       Jayson Werth  WSH  OF   3300  5.00      5.666667     5.385165
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4          8         0.0 0.00     5 0.452 0.311
5         10         0.0 0.00     4 0.416 0.228
6          8         0.0 0.00     2 0.219 0.043
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10         9         0.0 0.00     6 0.351 0.205

[1] "Total fpts: 152.25 (13)"
      Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2     Zack Greinke  ARI   P   8700 24.40     13.033333    12.333322
3      Evan Gattis  HOU   C   4000  8.00      5.714286     6.600866
4       Lucas Duda  NYM  1B   3400  0.00     10.000000    11.421228
5      Neil Walker  NYM  2B   3400  3.00      5.307692     4.269750
6       Jose Reyes  NYM  3B   3800  2.00      2.666667     2.806918
7     Corey Seager  LAD  SS   4300  5.00      8.076923     8.281118
8     Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9  Yoenis Cespedes  NYM  OF   4200  9.00     11.153846    14.576500
10       Jay Bruce  NYM  OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         10         0.0 0.00     6 0.401 0.342
5         13         0.0 0.00     5 0.275 0.060
6         12         0.0 0.00     7 0.160 0.040
7         13         0.0 0.00     2 0.358 0.193
8         10         0.0 0.00     3 0.488 0.333
9         13         0.0 0.00     3 0.411 0.404
10        13         0.0 0.00     4 0.382 0.255

[1] "Total fpts: 151 (14)"
        Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3      Matt Wieters  WSH   C   2900  7.00      8.250000     8.345230
4    Ryan Zimmerman  WSH  1B   3100 26.00      8.875000     7.881941
5     Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6     Yunel Escobar  LAA  3B   3100  8.00      7.384615     7.805324
7     Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8      Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9      Jayson Werth  WSH  OF   3300  5.00      5.666667     5.385165
10 Ezequiel Carrera  TOR  OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     7 0.414 0.211
4          8         0.0 0.00     5 0.452 0.311
5         10         0.0 0.00     4 0.416 0.228
6         13         0.0 0.00     1 0.342 0.100
7          2         0.0 0.00     2 0.526 0.231
8         10         0.0 0.00     3 0.488 0.333
9          9         0.0 0.00     6 0.351 0.205
10         6         0.0 0.00     2 0.285 0.160

[1] "Total fpts: 147.75 (15)"
         Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Zack Greinke  ARI   P   8700 24.40     13.033333    12.333322
2        Jason Vargas   KC   P   5300 35.35     28.775000     7.742819
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.00      8.750000     7.955844
5         Jose Altuve  HOU  2B   5100 10.00      9.384615     8.519961
6       Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7    Asdrubal Cabrera  NYM  SS   3500  7.00      8.153846     8.697185
8        Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9         Mark Trumbo  BAL  OF   4600 10.00      6.416667     7.204271
10         Adam Jones  BAL  OF   4400  5.00      8.833333     5.654175
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.6 1.44    NA 0.000 0.000
2          2         6.8 0.88    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         13         0.0 0.00     3 0.370 0.074
6         12         0.0 0.00     3 0.277 0.182
7         13         0.0 0.00     2 0.307 0.133
8         10         0.0 0.00     3 0.488 0.333
9         12         0.0 0.00     4 0.261 0.104
10        12         0.0 0.00     2 0.382 0.255

[1] "Total fpts: 141 (16)"
        Lineup (19) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3  Martin Maldonado  LAA   C   2300  0.00      5.000000     3.299832
4    Logan Morrison   TB  1B   3200  2.00      9.300000     9.475700
5       Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6     Evan Longoria   TB  3B   4100 19.00      6.571429     6.465462
7     Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8      Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
9      Steven Souza   TB  OF   3500 10.00      8.500000     7.881331
10  Kevin Kiermaier   TB  OF   3400 21.00      6.928571     7.108654
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4         10         0.0 0.00     6 0.379 0.217
5         12         0.0 0.00     4 0.317 0.177
6         14         0.0 0.00     3 0.295 0.146
7          2         0.0 0.00     2 0.526 0.231
8         10         0.0 0.00     2 0.300 0.050
9         14         0.0 0.00     5 0.412 0.189
10        14         0.0 0.00     2 0.299 0.069

[1] "Total fpts: 139 (17)"
       Lineup (15) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3  Travis d'Arnaud  NYM   C   2800  0.00     10.111111    14.137224
4       Lucas Duda  NYM  1B   3400  0.00     10.000000    11.421228
5      Neil Walker  NYM  2B   3400  3.00      5.307692     4.269750
6       Jose Reyes  NYM  3B   3800  2.00      2.666667     2.806918
7    Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8     Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
9        Jay Bruce  NYM  OF   3400 39.00      9.384615     9.613692
10 Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          9         0.0 0.00     8 0.402 0.286
4         10         0.0 0.00     6 0.401 0.342
5         13         0.0 0.00     5 0.275 0.060
6         12         0.0 0.00     7 0.160 0.040
7          2         0.0 0.00     2 0.526 0.231
8         10         0.0 0.00     2 0.300 0.050
9         13         0.0 0.00     4 0.382 0.255
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 138.3 (18)"
         Lineup (115) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2      Jhoulys Chacin   SD   P   5500 29.6      5.583333    19.491686
3  Welington Castillo  BAL   C   3800  5.0      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.0      8.750000     7.955844
5     Jonathan Schoop  BAL  2B   3900  5.0      7.500000     6.259538
6        Alex Bregman  HOU  3B   4100  9.0      5.833333     5.006057
7            JJ Hardy  BAL  SS   3200  5.0      5.090909     6.714976
8        Bryce Harper  WSH  OF   4900 46.0     12.700000    12.156845
9         Mark Trumbo  BAL  OF   4600 10.0      6.416667     7.204271
10    Corey Dickerson   TB  OF   3300 14.0      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7  1.0    NA 0.000 0.000
2          3           5  1.6    NA 0.000 0.000
3         10           0  0.0     6 0.336 0.077
4         12           0  0.0     5 0.414 0.289
5         12           0  0.0     7 0.342 0.214
6         12           0  0.0     6 0.306 0.041
7         11           0  0.0     8 0.257 0.128
8         10           0  0.0     3 0.488 0.333
9         12           0  0.0     4 0.261 0.104
10        11           0  0.0     1 0.397 0.259

[1] "Total fpts: 138 (19)"
          Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3   Martin Maldonado  LAA   C   2300  0.00      5.000000     3.299832
4       Trey Mancini  BAL  1B   3400  3.00     13.833333    16.117279
5     Danny Espinosa  LAA  2B   2900 12.00      6.769231     7.715286
6      Yunel Escobar  LAA  3B   3100  8.00      7.384615     7.805324
7  Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8       Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9     Cameron Maybin  LAA  OF   3500  5.00      6.555556     4.772607
10   Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4          6         0.0 0.00     1 0.527 0.565
5         13         0.0 0.00     8 0.259 0.170
6         13         0.0 0.00     1 0.342 0.100
7         12         0.0 0.00     6 0.339 0.140
8         10         0.0 0.00     3 0.488 0.333
9          9         0.0 0.00     7 0.258 0.108
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 136.85 (20)"
         Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
3       James McCann  DET     C   2500  6.00      3.200000     7.155418
4       Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5        Ian Kinsler  DET    2B   3900 18.00      6.250000     5.675763
6      Andrew Romine  DET 3B/SS   2100  7.00      7.833333     9.474527
7      Jose Iglesias  DET    SS   2300  9.00      9.111111     8.313309
8       Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
9    Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
10      JaCoby Jones  DET    OF   2500  0.00      5.400000     6.503845
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         7.0  1.0    NA 0.000 0.000
3          5         0.0  0.0     6 0.301 0.321
4          8         0.0  0.0     4 0.471 0.192
5          8         0.0  0.0     1 0.345 0.175
6          6         0.0  0.0     7 0.299 0.240
7          9         0.0  0.0     9 0.304 0.191
8         10         0.0  0.0     2 0.300 0.050
9         11         0.0  0.0     1 0.397 0.259
10         5         0.0  0.0     8 0.313 0.207

[1] "Total fpts: 136.5 (21)"
      Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2   Dallas Keuchel  HOU     P   9900 26.35     24.050000     5.798276
3     James McCann  DET     C   2500  6.00      3.200000     7.155418
4   Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5      Jose Altuve  HOU    2B   5100 10.00      9.384615     8.519961
6    Andrew Romine  DET 3B/SS   2100  7.00      7.833333     9.474527
7    Jose Iglesias  DET    SS   2300  9.00      9.111111     8.313309
8     Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9     JaCoby Jones  DET    OF   2500  0.00      5.400000     6.503845
10   Tyler Collins  DET    OF   2400  0.00      5.142857     3.132016
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         7.0 0.62    NA 0.000 0.000
3          5         0.0 0.00     6 0.301 0.321
4          9         0.0 0.00     4 0.323 0.075
5         13         0.0 0.00     3 0.370 0.074
6          6         0.0 0.00     7 0.299 0.240
7          9         0.0 0.00     9 0.304 0.191
8         10         0.0 0.00     3 0.488 0.333
9          5         0.0 0.00     8 0.313 0.207
10         7         0.0 0.00     5 0.333 0.088

[1] "Total fpts: 135.65 (22)"
         Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2     Masahiro Tanaka  NYY   P   9000 24.95      6.033333    13.141569
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4          Lucas Duda  NYM  1B   3400  0.00     10.000000    11.421228
5         Neil Walker  NYM  2B   3400  3.00      5.307692     4.269750
6          Jose Reyes  NYM  3B   3800  2.00      2.666667     2.806918
7     Troy Tulowitzki  TOR  SS   3600  5.00      6.461538     7.666109
8     Yoenis Cespedes  NYM  OF   4200  9.00     11.153846    14.576500
9        Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
10          Jay Bruce  NYM  OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         4.7 1.93    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         10         0.0 0.00     6 0.401 0.342
5         13         0.0 0.00     5 0.275 0.060
6         12         0.0 0.00     7 0.160 0.040
7         13         0.0 0.00     5 0.299 0.143
8         13         0.0 0.00     3 0.411 0.404
9         10         0.0 0.00     2 0.300 0.050
10        13         0.0 0.00     4 0.382 0.255

[1] "Total fpts: 134.9 (23)"
          Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2      Tyler Anderson  COL   P   7000 13.05      6.200000     9.733576
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.00      8.750000     7.955844
5     Jonathan Schoop  BAL  2B   3900  5.00      7.500000     6.259538
6       Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7   Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8        Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9         Mark Trumbo  BAL  OF   4600 10.00      6.416667     7.204271
10       Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         12         0.0 0.00     7 0.342 0.214
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     6 0.339 0.140
8         10         0.0 0.00     3 0.488 0.333
9         12         0.0 0.00     4 0.261 0.104
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 134 (24)"
         Lineup (27) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3       Derek Norris   TB   C   2700  0.00      4.600000     4.903513
4     Logan Morrison   TB  1B   3200  2.00      9.300000     9.475700
5        Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6      Yunel Escobar  LAA  3B   3100  8.00      7.384615     7.805324
7  Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8       Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
9       Steven Souza   TB  OF   3500 10.00      8.500000     7.881331
10    Shane Peterson   TB  OF   2300 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     7 0.210 0.025
4         10         0.0 0.00     6 0.379 0.217
5         12         0.0 0.00     4 0.317 0.177
6         13         0.0 0.00     1 0.342 0.100
7         12         0.0 0.00     6 0.339 0.140
8         10         0.0 0.00     3 0.488 0.333
9         14         0.0 0.00     5 0.412 0.189
10         0         0.0 0.00     8 0.341 0.273

[1] "Total fpts: 132.75 (25)"
          Lineup (24) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Jhoulys Chacin   SD    P   5500 29.60      5.583333    19.491686
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4        Buster Posey   SF 1B/C   4000  3.00      8.125000     6.401730
5         Neil Walker  NYM   2B   3400  3.00      5.307692     4.269750
6       Manny Machado  BAL   3B   4700  5.00      6.666667     6.596602
7    Asdrubal Cabrera  NYM   SS   3500  7.00      8.153846     8.697185
8     Yoenis Cespedes  NYM   OF   4200  9.00     11.153846    14.576500
9   Curtis Granderson  NYM   OF   3700  0.00      5.000000     4.711688
10          Jay Bruce  NYM   OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         5.0  1.6    NA 0.000 0.000
3         10         0.0  0.0     6 0.336 0.077
4          8         0.0  0.0     4 0.471 0.192
5         13         0.0  0.0     5 0.275 0.060
6         12         0.0  0.0     3 0.277 0.182
7         13         0.0  0.0     2 0.307 0.133
8         13         0.0  0.0     3 0.411 0.404
9         11         0.0  0.0     1 0.220 0.085
10        13         0.0  0.0     4 0.382 0.255

[1] "Total fpts: 131.1 (26)"
        Lineup (103) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
3       Brian McCann  HOU   C   3500  3.0      9.125000     5.617257
4    Freddie Freeman  ATL  1B   4600 23.0     13.333333    13.995670
5        Neil Walker  NYM  2B   3400  3.0      5.307692     4.269750
6      Yunel Escobar  LAA  3B   3100  8.0      7.384615     7.805324
7   Asdrubal Cabrera  NYM  SS   3500  7.0      8.153846     8.697185
8    Yoenis Cespedes  NYM  OF   4200  9.0     11.153846    14.576500
9  Curtis Granderson  NYM  OF   3700  0.0      5.000000     4.711688
10         Jay Bruce  NYM  OF   3400 39.0      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         12         0.0 0.00     3 0.567 0.447
5         13         0.0 0.00     5 0.275 0.060
6         13         0.0 0.00     1 0.342 0.100
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     3 0.411 0.404
9         11         0.0 0.00     1 0.220 0.085
10        13         0.0 0.00     4 0.382 0.255

[1] "Total fpts: 130.9 (27)"
         Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
2    Tyler Anderson  COL     P   7000 13.05      6.200000     9.733576
3      Brian McCann  HOU     C   3500  3.00      9.125000     5.617257
4   Marwin Gonzalez  HOU 1B/OF   3100  2.00      7.888889     6.641620
5       Jose Altuve  HOU    2B   5100 10.00      9.384615     8.519961
6     Manny Machado  BAL    3B   4700  5.00      6.666667     6.596602
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8      Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9   George Springer  HOU    OF   4700  0.00     10.769231     9.093531
10     Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4          9         0.0 0.00     9 0.315 0.265
5         13         0.0 0.00     3 0.370 0.074
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     3 0.488 0.333
9         13         0.0 0.00     1 0.376 0.367
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 130.75 (28)"
         Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2     Tyler Anderson  COL   P   7000 13.05      6.200000     9.733576
3       Matt Wieters  WSH   C   2900  7.00      8.250000     8.345230
4     Ryan Zimmerman  WSH  1B   3100 26.00      8.875000     7.881941
5      Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6      Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7  Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8         Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9       Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
10      Jayson Werth  WSH  OF   3300  5.00      5.666667     5.385165
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          8         0.0 0.00     7 0.414 0.211
4          8         0.0 0.00     5 0.452 0.311
5         10         0.0 0.00     4 0.416 0.228
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     6 0.339 0.140
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10         9         0.0 0.00     6 0.351 0.205

[1] "Total fpts: 129.85 (29)"
         Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
3   Martin Maldonado  LAA     C   2300  0.00      5.000000     3.299832
4            CJ Cron  LAA    1B   3500  3.00      4.000000     4.123106
5     Danny Espinosa  LAA    2B   2900 12.00      6.769231     7.715286
6      Andrew Romine  DET 3B/SS   2100  7.00      7.833333     9.474527
7  Andrelton Simmons  LAA    SS   3000  2.00      6.666667     6.035250
8       Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
9     Cameron Maybin  LAA    OF   3500  5.00      6.555556     4.772607
10   Kevin Kiermaier   TB    OF   3400 21.00      6.928571     7.108654
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         7.0  1.0    NA 0.000 0.000
3         10         0.0  0.0     9 0.333 0.029
4          7         0.0  0.0     5 0.229 0.030
5         13         0.0  0.0     8 0.259 0.170
6          6         0.0  0.0     7 0.299 0.240
7         12         0.0  0.0     6 0.339 0.140
8         10         0.0  0.0     2 0.300 0.050
9          9         0.0  0.0     7 0.258 0.108
10        14         0.0  0.0     2 0.299 0.069

[1] "Total fpts: 128.2 (30)"
          Lineup (48) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Tyler Anderson  COL   P   7000 13.05      6.200000     9.733576
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4        Brandon Belt   SF  1B   3900  3.00      7.000000     5.830952
5         Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6       Evan Longoria   TB  3B   4100 19.00      6.571429     6.465462
7    Brandon Crawford   SF  SS   3500  3.00      8.916667     6.037133
8        Steven Souza   TB  OF   3500 10.00      8.500000     7.881331
9     Kevin Kiermaier   TB  OF   3400 21.00      6.928571     7.108654
10    Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         13         0.0 0.00     2 0.351 0.255
5         12         0.0 0.00     4 0.317 0.177
6         14         0.0 0.00     3 0.295 0.146
7         12         0.0 0.00     5 0.347 0.231
8         14         0.0 0.00     5 0.412 0.189
9         14         0.0 0.00     2 0.299 0.069
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 128.2 (31)"
         Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Tyler Anderson  COL     P   7000 13.05      6.200000     9.733576
3     Salvador Perez   KC     C   3000 10.00      8.000000     6.465292
4        Eric Hosmer   KC    1B   3500  7.00      4.636364     4.225464
5    Whit Merrifield   KC 2B/OF   3100  0.00           NaN           NA
6     Mike Moustakas   KC    3B   3400  8.00      9.888889     6.679155
7  Andrelton Simmons  LAA    SS   3000  2.00      6.666667     6.035250
8       Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9    George Springer  HOU    OF   4700  0.00     10.769231     9.093531
10      Lorenzo Cain   KC    OF   3600 10.00      8.727273     4.961671
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3         11         0.0 0.00     5 0.364 0.320
4         11         0.0 0.00     4 0.239 0.060
5          0         0.0 0.00     6 0.858 1.000
6          9         0.0 0.00     2 0.403 0.348
7         12         0.0 0.00     6 0.339 0.140
8         10         0.0 0.00     3 0.488 0.333
9         13         0.0 0.00     1 0.376 0.367
10        11         0.0 0.00     3 0.411 0.044

[1] "Total fpts: 128.1 (32)"
         Lineup (55) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
3   Martin Maldonado  LAA   C   2300  0.0      5.000000     3.299832
4      Albert Pujols  LAA  1B   3900  0.0      6.916667     6.960386
5     Danny Espinosa  LAA  2B   2900 12.0      6.769231     7.715286
6      Yunel Escobar  LAA  3B   3100  8.0      7.384615     7.805324
7   Brandon Crawford   SF  SS   3500  3.0      8.916667     6.037133
8         Mike Trout  LAA  OF   5200  6.0     10.230769     4.657500
9       Bryce Harper  WSH  OF   4900 46.0     12.700000    12.156845
10   Corey Dickerson   TB  OF   3300 14.0      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4         12         0.0 0.00     3 0.262 0.130
5         13         0.0 0.00     8 0.259 0.170
6         13         0.0 0.00     1 0.342 0.100
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 128.1 (33)"
        Lineup (64) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3      Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4        Lucas Duda  NYM  1B   3400  0.00     10.000000    11.421228
5       Neil Walker  NYM  2B   3400  3.00      5.307692     4.269750
6        Jose Reyes  NYM  3B   3800  2.00      2.666667     2.806918
7  Brandon Crawford   SF  SS   3500  3.00      8.916667     6.037133
8        Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9   Yoenis Cespedes  NYM  OF   4200  9.00     11.153846    14.576500
10        Jay Bruce  NYM  OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         10         0.0 0.00     6 0.401 0.342
5         13         0.0 0.00     5 0.275 0.060
6         12         0.0 0.00     7 0.160 0.040
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     3 0.411 0.404
10        13         0.0 0.00     4 0.382 0.255

[1] "Total fpts: 128 (34)"
       Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3     Matt Wieters  WSH   C   2900  7.00      8.250000     8.345230
4     Trey Mancini  BAL  1B   3400  3.00     13.833333    16.117279
5    Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6    Evan Longoria   TB  3B   4100 19.00      6.571429     6.465462
7      Tim Beckham   TB  SS   2900  0.00      5.083333     7.038315
8  Kevin Kiermaier   TB  OF   3400 21.00      6.928571     7.108654
9  Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
10  Shane Peterson   TB  OF   2300 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     7 0.414 0.211
4          6         0.0 0.00     1 0.527 0.565
5         10         0.0 0.00     4 0.416 0.228
6         14         0.0 0.00     3 0.295 0.146
7         12         0.0 0.00     9 0.264 0.159
8         14         0.0 0.00     2 0.299 0.069
9         11         0.0 0.00     1 0.397 0.259
10         0         0.0 0.00     8 0.341 0.273

[1] "Total fpts: 127.1 (35)"
          Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2       Amir Garrett  CIN     P   4800 30.95     22.250000     1.202082
3       Brian McCann  HOU     C   3500  3.00      9.125000     5.617257
4    Marwin Gonzalez  HOU 1B/OF   3100  2.00      7.888889     6.641620
5        Jose Altuve  HOU    2B   5100 10.00      9.384615     8.519961
6      Yunel Escobar  LAA    3B   3100  8.00      7.384615     7.805324
7  Andrelton Simmons  LAA    SS   3000  2.00      6.666667     6.035250
8         Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9    George Springer  HOU    OF   4700  0.00     10.769231     9.093531
10      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4          9         0.0 0.00     9 0.315 0.265
5         13         0.0 0.00     3 0.370 0.074
6         13         0.0 0.00     1 0.342 0.100
7         12         0.0 0.00     6 0.339 0.140
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     1 0.376 0.367
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 125.55 (36)"
         Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2        Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3  Welington Castillo  BAL     C   3800  5.00      6.100000     5.586691
4       Matt Holliday  NYY 1B/OF   4000  7.00      7.250000     7.955844
5      Starlin Castro  NYY    2B   3600 20.00      8.142857     5.881616
6       Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7       Allen Cordoba   SD    SS   2500  0.00      5.000000     0.000000
8     Jacoby Ellsbury  NYY    OF   3800  5.00      7.538462     5.157767
9         Aaron Judge  NYY    OF   3800 21.00      9.833333     9.824213
10         Adam Eaton  WSH    OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     3 0.355 0.195
5         14         0.0 0.00     5 0.401 0.164
6         13         0.0 0.00     2 0.491 0.205
7          2         0.0 0.00     2 0.526 0.231
8         13         0.0 0.00     4 0.359 0.102
9         12         0.0 0.00     6 0.382 0.341
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: 124.2 (37)"
       Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2   Tyler Anderson  COL     P   7000 13.05      6.200000     9.733576
3    Austin Romine  NYY     C   2700  5.00      7.857143     6.718843
4    Matt Holliday  NYY 1B/OF   4000  7.00      7.250000     7.955844
5    Daniel Murphy  WSH    2B   4100  6.00      8.600000    11.226952
6    Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7  Ronald Torreyes  NYY    SS   2600  5.00      6.000000     6.353238
8  George Springer  HOU    OF   4700  0.00     10.769231     9.093531
9    Brett Gardner  NYY    OF   3900  7.00      8.181818     7.884392
10    Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          7         0.0 0.00     8 0.407 0.208
4         12         0.0 0.00     3 0.355 0.195
5         10         0.0 0.00     4 0.416 0.228
6         13         0.0 0.00     2 0.491 0.205
7         12         0.0 0.00     9 0.271 0.167
8         13         0.0 0.00     1 0.376 0.367
9         11         0.0 0.00     1 0.288 0.046
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 124.1 (38)"
        Lineup (141) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
3        Evan Gattis  HOU   C   4000  8.0      5.714286     6.600866
4       Brandon Belt   SF  1B   3900  3.0      7.000000     5.830952
5        Jose Altuve  HOU  2B   5100 10.0      9.384615     8.519961
6      Evan Longoria   TB  3B   4100 19.0      6.571429     6.465462
7        Tim Beckham   TB  SS   2900  0.0      5.083333     7.038315
8    Kevin Kiermaier   TB  OF   3400 21.0      6.928571     7.108654
9    Corey Dickerson   TB  OF   3300 14.0      8.363636     6.391756
10    Shane Peterson   TB  OF   2300 10.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         13         0.0 0.00     2 0.351 0.255
5         13         0.0 0.00     3 0.370 0.074
6         14         0.0 0.00     3 0.295 0.146
7         12         0.0 0.00     9 0.264 0.159
8         14         0.0 0.00     2 0.299 0.069
9         11         0.0 0.00     1 0.397 0.259
10         0         0.0 0.00     8 0.341 0.273

[1] "Total fpts: 124 (39)"
        Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3    Salvador Perez   KC     C   3000 10.00      8.000000     6.465292
4       Eric Hosmer   KC    1B   3500  7.00      4.636364     4.225464
5        Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6    Mike Moustakas   KC    3B   3400  8.00      9.888889     6.679155
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
9      Lorenzo Cain   KC    OF   3600 10.00      8.727273     4.961671
10      Alex Gordon   KC    OF   3300  3.00      5.454545     4.321195
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         11         0.0 0.00     5 0.364 0.320
4         11         0.0 0.00     4 0.239 0.060
5          3         0.0 0.00     1 0.257 0.150
6          9         0.0 0.00     2 0.403 0.348
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     2 0.300 0.050
9         11         0.0 0.00     3 0.411 0.044
10        11         0.0 0.00     1 0.240 0.058

[1] "Total fpts: 123.1 (40)"
         Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2       Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3       Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4          Wil Myers   SD  1B   4400  3.00      9.461538     9.350716
5  Yangervis Solarte   SD  2B   3400  2.00      5.307692     7.099115
6       Ryan Schimpf   SD  3B   3500  0.00      6.833333     7.541803
7      Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8         Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9       Bryce Harper  WSH  OF   4900 46.00     12.700000    12.156845
10    Hunter Renfroe   SD  OF   3200  0.00      5.923077     6.885511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         13         0.0 0.00     3 0.429 0.295
5         13         0.0 0.00     4 0.286 0.143
6         12         0.0 0.00     5 0.329 0.231
7          2         0.0 0.00     2 0.526 0.231
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10        13         0.0 0.00     6 0.294 0.186

[1] "Total fpts: 123 (41)"
       Lineup (39) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3   Salvador Perez   KC     C   3000 10.00      8.000000     6.465292
4      Eric Hosmer   KC    1B   3500  7.00      4.636364     4.225464
5  Whit Merrifield   KC 2B/OF   3100  0.00           NaN           NA
6    Yunel Escobar  LAA    3B   3100  8.00      7.384615     7.805324
7  Alcides Escobar   KC    SS   2900  5.00      3.545455     3.958880
8       Adam Eaton  WSH    OF   3700 21.00     10.222222     6.796650
9     Lorenzo Cain   KC    OF   3600 10.00      8.727273     4.961671
10 Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         11         0.0 0.00     5 0.364 0.320
4         11         0.0 0.00     4 0.239 0.060
5          0         0.0 0.00     6 0.858 1.000
6         13         0.0 0.00     1 0.342 0.100
7         11         0.0 0.00     7 0.227 0.044
8          9         0.0 0.00     1 0.399 0.170
9         11         0.0 0.00     3 0.411 0.044
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 121.75 (42)"
           Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Jhoulys Chacin   SD     P   5500 29.60      5.583333    19.491686
3  Welington Castillo  BAL     C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL    1B   4700  0.00      8.750000     7.955844
5          Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6       Manny Machado  BAL    3B   4700  5.00      6.666667     6.596602
7       Allen Cordoba   SD    SS   2500  0.00      5.000000     0.000000
8         Mark Trumbo  BAL    OF   4600 10.00      6.416667     7.204271
9          Adam Jones  BAL    OF   4400  5.00      8.833333     5.654175
10       Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         5.0  1.6    NA 0.000 0.000
3         10         0.0  0.0     6 0.336 0.077
4         12         0.0  0.0     5 0.414 0.289
5          3         0.0  0.0     1 0.257 0.150
6         12         0.0  0.0     3 0.277 0.182
7          2         0.0  0.0     2 0.526 0.231
8         12         0.0  0.0     4 0.261 0.104
9         12         0.0  0.0     2 0.382 0.255
10        10         0.0  0.0     2 0.300 0.050

[1] "Total fpts: 121 (43)"
         Lineup (62) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2       Chris Archer   TB    P   9700 15.85     21.783333     2.362908
3      Austin Hedges   SD    C   2700  0.00      5.090909     8.067894
4       Buster Posey   SF 1B/C   4000  3.00      8.125000     6.401730
5  Yangervis Solarte   SD   2B   3400  2.00      5.307692     7.099115
6       Ryan Schimpf   SD   3B   3500  0.00      6.833333     7.541803
7        Erick Aybar   SD   SS   2600 14.00      3.300000     4.295993
8       Josh Reddick  HOU   OF   3700 33.00      5.500000     5.986095
9    Kevin Kiermaier   TB   OF   3400 21.00      6.928571     7.108654
10    Hunter Renfroe   SD   OF   3200  0.00      5.923077     6.885511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         11         0.0 0.00     7 0.241 0.195
4          8         0.0 0.00     4 0.471 0.192
5         13         0.0 0.00     4 0.286 0.143
6         12         0.0 0.00     5 0.329 0.231
7         10         0.0 0.00     8 0.244 0.054
8         10         0.0 0.00     2 0.300 0.050
9         14         0.0 0.00     2 0.299 0.069
10        13         0.0 0.00     6 0.294 0.186

[1] "Total fpts: 119.55 (44)"
        Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3       Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4    Freddie Freeman  ATL  1B   4600 23.00     13.333333    13.995670
5   Brandon Phillips  ATL  2B   3400  5.00      9.166667     8.684713
6      Adonis Garcia  ATL  3B   3300  3.00      4.250000     4.882715
7     Dansby Swanson  ATL  SS   3200  0.00      3.666667     4.141439
8       Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
9      Nick Markakis  ATL  OF   3500  8.00      7.083333     4.718596
10   Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         12         0.0 0.00     3 0.567 0.447
5         12         0.0 0.00     5 0.359 0.120
6         12         0.0 0.00     6 0.207 0.082
7         12         0.0 0.00     2 0.170 0.070
8         10         0.0 0.00     2 0.300 0.050
9         12         0.0 0.00     4 0.355 0.184
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 119 (45)"
        Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3    Salvador Perez   KC     C   3000 10.00      8.000000     6.465292
4      Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5   Whit Merrifield   KC 2B/OF   3100  0.00           NaN           NA
6  Cheslor Cuthbert   KC    3B   2900  0.00      5.666667     9.814955
7   Alcides Escobar   KC    SS   2900  5.00      3.545455     3.958880
8    Billy Hamilton  CIN    OF   4100  7.00      8.416667     6.828528
9      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
10    Paulo Orlando   KC    OF   2800 13.00      1.888889     2.619372
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         11         0.0 0.00     5 0.364 0.320
4          8         0.0 0.00     4 0.471 0.192
5          0         0.0 0.00     6 0.858 1.000
6          3         0.0 0.00     8 0.238 0.214
7         11         0.0 0.00     7 0.227 0.044
8         12         0.0 0.00     1 0.248 0.055
9         10         0.0 0.00     2 0.300 0.050
10         9         0.0 0.00     9 0.142 0.000

[1] "Total fpts: 118.95 (46)"
          Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2          JC Ramirez  LAA   P   4300 19.80           NaN           NA
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.00      8.750000     7.955844
5     Jonathan Schoop  BAL  2B   3900  5.00      7.500000     6.259538
6       Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7    Asdrubal Cabrera  NYM  SS   3500  7.00      8.153846     8.697185
8         Mark Trumbo  BAL  OF   4600 10.00      6.416667     7.204271
9     Kevin Kiermaier   TB  OF   3400 21.00      6.928571     7.108654
10    Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          0         2.5  1.4    NA 0.000 0.000
3         10         0.0  0.0     6 0.336 0.077
4         12         0.0  0.0     5 0.414 0.289
5         12         0.0  0.0     7 0.342 0.214
6         12         0.0  0.0     3 0.277 0.182
7         13         0.0  0.0     2 0.307 0.133
8         12         0.0  0.0     4 0.261 0.104
9         14         0.0  0.0     2 0.299 0.069
10        11         0.0  0.0     1 0.397 0.259

[1] "Total fpts: 118.25 (47)"
        Lineup (65) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
2      Zack Greinke  ARI     P   8700 24.40     13.033333    12.333322
3      Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4      Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5         Joe Panik   SF    2B   3600  0.00      7.083333     5.583390
6     Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8      Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9   George Springer  HOU    OF   4700  0.00     10.769231     9.093531
10       Adam Eaton  WSH    OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          6         0.0 0.00     7 0.270 0.156
4          8         0.0 0.00     4 0.471 0.192
5         12         0.0 0.00     8 0.367 0.128
6         13         0.0 0.00     6 0.302 0.038
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     3 0.488 0.333
9         13         0.0 0.00     1 0.376 0.367
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: 118.1 (48)"
         Lineup (12) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2       Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3        Evan Gattis  HOU   C   4000  8.00      5.714286     6.600866
4         Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5        Jose Peraza  CIN  2B   3800  0.00      8.181818     8.010221
6     Eugenio Suarez  CIN  3B   3600  3.00     11.545455     9.158205
7  Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8        Adam Duvall  CIN  OF   4200  0.00      9.666667    10.263203
9     Billy Hamilton  CIN  OF   4100  7.00      8.416667     6.828528
10      Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         13         0.0 0.00     3 0.364 0.294
5         11         0.0 0.00     2 0.267 0.057
6         11         0.0 0.00     5 0.478 0.341
7         12         0.0 0.00     6 0.339 0.140
8         12         0.0 0.00     4 0.389 0.306
9         12         0.0 0.00     1 0.248 0.055
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 117.2 (49)"
         Lineup (92) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU     P   9900 26.35     24.050000     5.798276
2       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3        Evan Gattis  HOU     C   4000  8.00      5.714286     6.600866
4     Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5        Neil Walker  NYM    2B   3400  3.00      5.307692     4.269750
6       Alex Bregman  HOU    3B   4100  9.00      5.833333     5.006057
7   Asdrubal Cabrera  NYM    SS   3500  7.00      8.153846     8.697185
8    Yoenis Cespedes  NYM    OF   4200  9.00     11.153846    14.576500
9  Curtis Granderson  NYM    OF   3700  0.00      5.000000     4.711688
10         Jay Bruce  NYM    OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.0 0.62    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4          9         0.0 0.00     4 0.323 0.075
5         13         0.0 0.00     5 0.275 0.060
6         12         0.0 0.00     6 0.306 0.041
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     3 0.411 0.404
9         11         0.0 0.00     1 0.220 0.085
10        13         0.0 0.00     4 0.382 0.255

[1] "Total fpts: 116.85 (50)"
         Lineup (61) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
3       Derek Norris   TB     C   2700  0.00      4.600000     4.903513
4       Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5        Wilmer Difo  WSH 2B/SS   2500 14.00      3.600000     2.607681
6      Yunel Escobar  LAA    3B   3100  8.00      7.384615     7.805324
7        Tim Beckham   TB    SS   2900  0.00      5.083333     7.038315
8    Kevin Kiermaier   TB    OF   3400 21.00      6.928571     7.108654
9    Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
10    Shane Peterson   TB    OF   2300 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         7.0  1.0    NA 0.000 0.000
3         10         0.0  0.0     7 0.210 0.025
4          8         0.0  0.0     4 0.471 0.192
5          5         0.0  0.0     8 0.211 0.000
6         13         0.0  0.0     1 0.342 0.100
7         12         0.0  0.0     9 0.264 0.159
8         14         0.0  0.0     2 0.299 0.069
9         11         0.0  0.0     1 0.397 0.259
10         0         0.0  0.0     8 0.341 0.273

[1] "Total fpts: 116.55 (51)"
         Lineup (87) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3        Evan Gattis  HOU     C   4000  8.00      5.714286     6.600866
4      Matt Holliday  NYY 1B/OF   4000  7.00      7.250000     7.955844
5    Cesar Hernandez  PHI    2B   3100  5.00     13.300000     8.769265
6      Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7    Ronald Torreyes  NYY    SS   2600  5.00      6.000000     6.353238
8      Brett Gardner  NYY    OF   3900  7.00      8.181818     7.884392
9    Jacoby Ellsbury  NYY    OF   3800  5.00      7.538462     5.157767
10      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         12         0.0 0.00     3 0.355 0.195
5         10         0.0 0.00     1 0.415 0.241
6         13         0.0 0.00     2 0.491 0.205
7         12         0.0 0.00     9 0.271 0.167
8         11         0.0 0.00     1 0.288 0.046
9         13         0.0 0.00     4 0.359 0.102
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 115.25 (52)"
          Lineup (89) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2        Zack Greinke  ARI   P   8700 24.40     13.033333    12.333322
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4          Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5         Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6       Evan Longoria   TB  3B   4100 19.00      6.571429     6.465462
7         Tim Beckham   TB  SS   2900  0.00      5.083333     7.038315
8          Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9     Kevin Kiermaier   TB  OF   3400 21.00      6.928571     7.108654
10    Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         13         0.0 0.00     3 0.364 0.294
5         12         0.0 0.00     4 0.317 0.177
6         14         0.0 0.00     3 0.295 0.146
7         12         0.0 0.00     9 0.264 0.159
8         13         0.0 0.00     2 0.440 0.308
9         14         0.0 0.00     2 0.299 0.069
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 114.85 (53)"
         Lineup (93) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
3       Derek Norris   TB     C   2700  0.00      4.600000     4.903513
4     Logan Morrison   TB    1B   3200  2.00      9.300000     9.475700
5      Daniel Murphy  WSH    2B   4100  6.00      8.600000    11.226952
6      Andrew Romine  DET 3B/SS   2100  7.00      7.833333     9.474527
7        Tim Beckham   TB    SS   2900  0.00      5.083333     7.038315
8       Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
9       Steven Souza   TB    OF   3500 10.00      8.500000     7.881331
10    Shane Peterson   TB    OF   2300 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         7.0  1.0    NA 0.000 0.000
3         10         0.0  0.0     7 0.210 0.025
4         10         0.0  0.0     6 0.379 0.217
5         10         0.0  0.0     4 0.416 0.228
6          6         0.0  0.0     7 0.299 0.240
7         12         0.0  0.0     9 0.264 0.159
8         10         0.0  0.0     2 0.300 0.050
9         14         0.0  0.0     5 0.412 0.189
10         0         0.0  0.0     8 0.341 0.273

[1] "Total fpts: 113.75 (54)"
      Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU     P   9900 26.35     24.050000     5.798276
2     Zack Greinke  ARI     P   8700 24.40     13.033333    12.333322
3     Brian McCann  HOU     C   3500  3.00      9.125000     5.617257
4  Marwin Gonzalez  HOU 1B/OF   3100  2.00      7.888889     6.641620
5      Jose Altuve  HOU    2B   5100 10.00      9.384615     8.519961
6        Jake Lamb  ARI    3B   3900  3.00     10.928571     7.205386
7         JJ Hardy  BAL    SS   3200  5.00      5.090909     6.714976
8  George Springer  HOU    OF   4700  0.00     10.769231     9.093531
9   Billy Hamilton  CIN    OF   4100  7.00      8.416667     6.828528
10    Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.0 0.62    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4          9         0.0 0.00     9 0.315 0.265
5         13         0.0 0.00     3 0.370 0.074
6         14         0.0 0.00     4 0.410 0.269
7         11         0.0 0.00     8 0.257 0.128
8         13         0.0 0.00     1 0.376 0.367
9         12         0.0 0.00     1 0.248 0.055
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 111.3 (55)"
         Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dallas Keuchel  HOU   P   9900 26.35     24.050000     5.798276
2     Masahiro Tanaka  NYY   P   9000 24.95      6.033333    13.141569
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4          Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5         Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6      Eugenio Suarez  CIN  3B   3600  3.00     11.545455     9.158205
7         Zack Cozart  CIN  SS   3500  2.00     10.363636     5.554687
8         Adam Duvall  CIN  OF   4200  0.00      9.666667    10.263203
9      Scott Schebler  CIN  OF   3700  7.00      6.090909     6.729852
10       Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.0 0.62    NA 0.000 0.000
2          3         4.7 1.93    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         13         0.0 0.00     3 0.364 0.294
5         12         0.0 0.00     4 0.317 0.177
6         11         0.0 0.00     5 0.478 0.341
7         11         0.0 0.00     7 0.501 0.275
8         12         0.0 0.00     4 0.389 0.306
9         11         0.0 0.00     6 0.308 0.250
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 111.25 (56)"
       Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
2      Zack Greinke  ARI     P   8700 24.40     13.033333    12.333322
3      Brian McCann  HOU     C   3500  3.00      9.125000     5.617257
4     Matt Holliday  NYY 1B/OF   4000  7.00      7.250000     7.955844
5    Starlin Castro  NYY    2B   3600 20.00      8.142857     5.881616
6     Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7  Asdrubal Cabrera  NYM    SS   3500  7.00      8.153846     8.697185
8        Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9     Brett Gardner  NYY    OF   3900  7.00      8.181818     7.884392
10  Jacoby Ellsbury  NYY    OF   3800  5.00      7.538462     5.157767
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         12         0.0 0.00     3 0.355 0.195
5         14         0.0 0.00     5 0.401 0.164
6         13         0.0 0.00     2 0.491 0.205
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     2 0.440 0.308
9         11         0.0 0.00     1 0.288 0.046
10        13         0.0 0.00     4 0.359 0.102

[1] "Total fpts: 111.1 (57)"
        Lineup (28) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Amir Garrett  CIN    P   4800 30.95     22.250000     1.202082
3    Chris Herrmann  ARI C/OF   3100  0.00      3.333333     5.773503
4  Paul Goldschmidt  ARI   1B   4900  0.00      9.533333     5.667787
5     Brandon Drury  ARI   2B   3400  3.00      5.846154     6.216191
6         Jake Lamb  ARI   3B   3900  3.00     10.928571     7.205386
7  Brandon Crawford   SF   SS   3500  3.00      8.916667     6.037133
8        Mike Trout  LAA   OF   5200  6.00     10.230769     4.657500
9      Josh Reddick  HOU   OF   3700 33.00      5.500000     5.986095
10    David Peralta  ARI   OF   3600  0.00      7.769231     8.709706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          3         0.0 0.00     6 0.190 0.000
4         15         0.0 0.00     3 0.389 0.177
5         13         0.0 0.00     5 0.290 0.083
6         14         0.0 0.00     4 0.410 0.269
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     2 0.300 0.050
10        13         0.0 0.00     2 0.310 0.164

[1] "Total fpts: 111.1 (58)"
        Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3      Derek Norris   TB   C   2700  0.00      4.600000     4.903513
4    Logan Morrison   TB  1B   3200  2.00      9.300000     9.475700
5       Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6     Evan Longoria   TB  3B   4100 19.00      6.571429     6.465462
7  Brandon Crawford   SF  SS   3500  3.00      8.916667     6.037133
8        Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9   George Springer  HOU  OF   4700  0.00     10.769231     9.093531
10     Steven Souza   TB  OF   3500 10.00      8.500000     7.881331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3         10         0.0 0.00     7 0.210 0.025
4         10         0.0 0.00     6 0.379 0.217
5         12         0.0 0.00     4 0.317 0.177
6         14         0.0 0.00     3 0.295 0.146
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     1 0.376 0.367
10        14         0.0 0.00     5 0.412 0.189

[1] "Total fpts: 110.55 (59)"
         Lineup (57) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB    P   9700 15.85     21.783333     2.362908
3       Brian McCann  HOU    C   3500  3.00      9.125000     5.617257
4       Buster Posey   SF 1B/C   4000  3.00      8.125000     6.401730
5        Brad Miller   TB   2B   3600  8.00      8.083333     8.764166
6      Evan Longoria   TB   3B   4100 19.00      6.571429     6.465462
7  Andrelton Simmons  LAA   SS   3000  2.00      6.666667     6.035250
8       Steven Souza   TB   OF   3500 10.00      8.500000     7.881331
9    Kevin Kiermaier   TB   OF   3400 21.00      6.928571     7.108654
10   Corey Dickerson   TB   OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4          8         0.0 0.00     4 0.471 0.192
5         12         0.0 0.00     4 0.317 0.177
6         14         0.0 0.00     3 0.295 0.146
7         12         0.0 0.00     6 0.339 0.140
8         14         0.0 0.00     5 0.412 0.189
9         14         0.0 0.00     2 0.299 0.069
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 110 (60)"
        Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3      Cameron Rupp  PHI     C   2900  7.00      5.250000     5.922114
4      Tommy Joseph  PHI    1B   3500  0.00      4.555556     4.558265
5        Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6     Maikel Franco  PHI    3B   3800  2.00      7.600000     7.260242
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
9    Odubel Herrera  PHI    OF   3600  5.00      7.666667     5.074446
10 Michael Saunders  PHI    OF   3300 10.00      7.250000     8.293715
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     7 0.283 0.156
4          9         0.0 0.00     6 0.224 0.100
5          3         0.0 0.00     1 0.257 0.150
6         10         0.0 0.00     4 0.236 0.140
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     2 0.300 0.050
9          9         0.0 0.00     3 0.368 0.133
10         8         0.0 0.00     5 0.270 0.089

[1] "Total fpts: 108.1 (61)"
       Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Amir Garrett  CIN     P   4800 30.95     22.250000     1.202082
3      Evan Gattis  HOU     C   4000  8.00      5.714286     6.600866
4       Jose Abreu  CWS    1B   4200 15.00      3.000000     4.422166
5    Daniel Murphy  WSH    2B   4100  6.00      8.600000    11.226952
6   Tyler Saladino  CWS 3B/SS   3400  0.00      4.714286     5.589105
7     Tim Anderson  CWS    SS   3600  7.00      5.000000     4.949747
8       Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9    Melky Cabrera  CWS    OF   3900  3.00      5.571429     4.314979
10    Leury Garcia  CWS    OF   2700  0.00      6.428571     4.649629
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         10         0.0 0.00     4 0.180 0.020
5         10         0.0 0.00     4 0.416 0.228
6          7         0.0 0.00     1 0.307 0.059
7          9         0.0 0.00     2 0.190 0.059
8         13         0.0 0.00     2 0.440 0.308
9          7         0.0 0.00     3 0.315 0.105
10         7         0.0 0.00     9 0.364 0.269

[1] "Total fpts: 107.95 (62)"
        Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Masahiro Tanaka  NYY     P   9000 24.95      6.033333    13.141569
2  Francisco Liriano  TOR     P   8000 25.00      7.675000    27.046834
3       Brian McCann  HOU     C   3500  3.00      9.125000     5.617257
4    Marwin Gonzalez  HOU 1B/OF   3100  2.00      7.888889     6.641620
5        Jose Altuve  HOU    2B   5100 10.00      9.384615     8.519961
6      Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7       Corey Seager  LAD    SS   4300  5.00      8.076923     8.281118
8    George Springer  HOU    OF   4700  0.00     10.769231     9.093531
9         Adam Jones  BAL    OF   4400  5.00      8.833333     5.654175
10      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.93    NA 0.000 0.000
2          2         3.5 2.00    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4          9         0.0 0.00     9 0.315 0.265
5         13         0.0 0.00     3 0.370 0.074
6         13         0.0 0.00     6 0.302 0.038
7         13         0.0 0.00     2 0.358 0.193
8         13         0.0 0.00     1 0.376 0.367
9         12         0.0 0.00     2 0.382 0.255
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 107.1 (63)"
       Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2     Amir Garrett  CIN   P   4800 30.95     22.250000     1.202082
3     Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4       Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5    Daniel Murphy  WSH  2B   4100  6.00      8.600000    11.226952
6   Eugenio Suarez  CIN  3B   3600  3.00     11.545455     9.158205
7      Zack Cozart  CIN  SS   3500  2.00     10.363636     5.554687
8      Adam Duvall  CIN  OF   4200  0.00      9.666667    10.263203
9   Scott Schebler  CIN  OF   3700  7.00      6.090909     6.729852
10      Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         13         0.0 0.00     3 0.364 0.294
5         10         0.0 0.00     4 0.416 0.228
6         11         0.0 0.00     5 0.478 0.341
7         11         0.0 0.00     7 0.501 0.275
8         12         0.0 0.00     4 0.389 0.306
9         11         0.0 0.00     6 0.308 0.250
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: 107 (64)"
         Lineup (2) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3  Martin Maldonado  LAA   C   2300  0.00      5.000000     3.299832
4     Albert Pujols  LAA  1B   3900  0.00      6.916667     6.960386
5    Danny Espinosa  LAA  2B   2900 12.00      6.769231     7.715286
6     Yunel Escobar  LAA  3B   3100  8.00      7.384615     7.805324
7     Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8        Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9      Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
10      Chris Young  BOS  OF   2800  0.00      5.500000     4.696334
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4         12         0.0 0.00     3 0.262 0.130
5         13         0.0 0.00     8 0.259 0.170
6         13         0.0 0.00     1 0.342 0.100
7          2         0.0 0.00     2 0.526 0.231
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     2 0.300 0.050
10        10         0.0 0.00     7 0.304 0.044

[1] "Total fpts: 106.25 (65)"
       Lineup (110) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB    P   9700 15.85     21.783333     2.362908
2      Zack Greinke  ARI    P   8700 24.40     13.033333    12.333322
3    Chris Herrmann  ARI C/OF   3100  0.00      3.333333     5.773503
4  Paul Goldschmidt  ARI   1B   4900  0.00      9.533333     5.667787
5     Brandon Drury  ARI   2B   3400  3.00      5.846154     6.216191
6         Jake Lamb  ARI   3B   3900  3.00     10.928571     7.205386
7  Asdrubal Cabrera  NYM   SS   3500  7.00      8.153846     8.697185
8      Bryce Harper  WSH   OF   4900 46.00     12.700000    12.156845
9    Billy Hamilton  CIN   OF   4100  7.00      8.416667     6.828528
10    David Peralta  ARI   OF   3600  0.00      7.769231     8.709706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          3         0.0 0.00     6 0.190 0.000
4         15         0.0 0.00     3 0.389 0.177
5         13         0.0 0.00     5 0.290 0.083
6         14         0.0 0.00     4 0.410 0.269
7         13         0.0 0.00     2 0.307 0.133
8         10         0.0 0.00     3 0.488 0.333
9         12         0.0 0.00     1 0.248 0.055
10        13         0.0 0.00     2 0.310 0.164

[1] "Total fpts: 106 (66)"
         Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3    Tucker Barnhart  CIN   C   2800  3.00      4.909091     4.635829
4          Wil Myers   SD  1B   4400  3.00      9.461538     9.350716
5  Yangervis Solarte   SD  2B   3400  2.00      5.307692     7.099115
6       Ryan Schimpf   SD  3B   3500  0.00      6.833333     7.541803
7      Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8       Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
9    Corey Dickerson   TB  OF   3300 14.00      8.363636     6.391756
10  Travis Jankowski   SD  OF   2900  3.00      3.900000     3.634709
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         11         0.0 0.00     8 0.297 0.083
4         13         0.0 0.00     3 0.429 0.295
5         13         0.0 0.00     4 0.286 0.143
6         12         0.0 0.00     5 0.329 0.231
7          2         0.0 0.00     2 0.526 0.231
8         10         0.0 0.00     2 0.300 0.050
9         11         0.0 0.00     1 0.397 0.259
10        10         0.0 0.00     1 0.234 0.026

[1] "Total fpts: 105 (67)"
         Lineup (6) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3    Russell Martin  TOR     C   3300  2.00      5.090909     5.146932
4   Kendrys Morales  TOR    1B   3400  2.00      7.000000     6.013873
5        Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6     Yunel Escobar  LAA    3B   3100  8.00      7.384615     7.805324
7   Troy Tulowitzki  TOR    SS   3600  5.00      6.461538     7.666109
8     Jose Bautista  TOR    OF   4200  0.00      4.461538     2.875627
9      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
10 Ezequiel Carrera  TOR    OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         11         0.0 0.00     6 0.261 0.114
4         13         0.0 0.00     4 0.310 0.163
5          3         0.0 0.00     1 0.257 0.150
6         13         0.0 0.00     1 0.342 0.100
7         13         0.0 0.00     5 0.299 0.143
8         13         0.0 0.00     3 0.229 0.043
9         10         0.0 0.00     2 0.300 0.050
10         6         0.0 0.00     2 0.285 0.160

[1] "Total fpts: 102.55 (68)"
        Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3       Derek Norris   TB   C   2700  0.00      4.600000     4.903513
4     Logan Morrison   TB  1B   3200  2.00      9.300000     9.475700
5        Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6      Evan Longoria   TB  3B   4100 19.00      6.571429     6.465462
7    Troy Tulowitzki  TOR  SS   3600  5.00      6.461538     7.666109
8     Billy Hamilton  CIN  OF   4100  7.00      8.416667     6.828528
9         Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
10      Steven Souza   TB  OF   3500 10.00      8.500000     7.881331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     7 0.210 0.025
4         10         0.0 0.00     6 0.379 0.217
5         12         0.0 0.00     4 0.317 0.177
6         14         0.0 0.00     3 0.295 0.146
7         13         0.0 0.00     5 0.299 0.143
8         12         0.0 0.00     1 0.248 0.055
9          9         0.0 0.00     1 0.399 0.170
10        14         0.0 0.00     5 0.412 0.189

[1] "Total fpts: 101.55 (69)"
         Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3       Matt Wieters  WSH     C   2900  7.00      8.250000     8.345230
4         Lucas Duda  NYM    1B   3400  0.00     10.000000    11.421228
5        Neil Walker  NYM    2B   3400  3.00      5.307692     4.269750
6         Cody Asche  CWS 3B/OF   2600  0.00      3.200000     3.271085
7   Asdrubal Cabrera  NYM    SS   3500  7.00      8.153846     8.697185
8         Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9    Yoenis Cespedes  NYM    OF   4200  9.00     11.153846    14.576500
10         Jay Bruce  NYM    OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     7 0.414 0.211
4         10         0.0 0.00     6 0.401 0.342
5         13         0.0 0.00     5 0.275 0.060
6          5         0.0 0.00     6 0.143 0.000
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     3 0.411 0.404
10        13         0.0 0.00     4 0.382 0.255

[1] "Total fpts: 100.95 (70)"
         Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Masahiro Tanaka  NYY   P   9000 24.95      6.033333    13.141569
2   Francisco Liriano  TOR   P   8000 25.00      7.675000    27.046834
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.00      8.750000     7.955844
5         Jose Peraza  CIN  2B   3800  0.00      8.181818     8.010221
6       Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7     Troy Tulowitzki  TOR  SS   3600  5.00      6.461538     7.666109
8         Mark Trumbo  BAL  OF   4600 10.00      6.416667     7.204271
9          Adam Jones  BAL  OF   4400  5.00      8.833333     5.654175
10    Kevin Kiermaier   TB  OF   3400 21.00      6.928571     7.108654
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.93    NA 0.000 0.000
2          2         3.5 2.00    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         11         0.0 0.00     2 0.267 0.057
6         12         0.0 0.00     3 0.277 0.182
7         13         0.0 0.00     5 0.299 0.143
8         12         0.0 0.00     4 0.261 0.104
9         12         0.0 0.00     2 0.382 0.255
10        14         0.0 0.00     2 0.299 0.069

[1] "Total fpts: 100.85 (71)"
         Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2  Francisco Liriano  TOR   P   8000 25.00      7.675000    27.046834
3        Evan Gattis  HOU   C   4000  8.00      5.714286     6.600866
4    Freddie Freeman  ATL  1B   4600 23.00     13.333333    13.995670
5   Brandon Phillips  ATL  2B   3400  5.00      9.166667     8.684713
6      Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7     Dansby Swanson  ATL  SS   3200  0.00      3.666667     4.141439
8         Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9     Ender Inciarte  ATL  OF   3700  5.00      8.583333     9.931203
10     Nick Markakis  ATL  OF   3500  8.00      7.083333     4.718596
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          2         3.5 2.00    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         12         0.0 0.00     3 0.567 0.447
5         12         0.0 0.00     5 0.359 0.120
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     2 0.170 0.070
8         13         0.0 0.00     2 0.440 0.308
9         12         0.0 0.00     1 0.327 0.232
10        12         0.0 0.00     4 0.355 0.184

[1] "Total fpts: 98 (72)"
        Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3  Tucker Barnhart  CIN     C   2800  3.00      4.909091     4.635829
4     Justin Smoak  TOR    1B   2800  0.00      7.222222     8.151346
5       Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6   Eugenio Suarez  CIN    3B   3600  3.00     11.545455     9.158205
7      Zack Cozart  CIN    SS   3500  2.00     10.363636     5.554687
8      Adam Duvall  CIN    OF   4200  0.00      9.666667    10.263203
9   Scott Schebler  CIN    OF   3700  7.00      6.090909     6.729852
10    Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         11         0.0 0.00     8 0.297 0.083
4          9         0.0 0.00     7 0.355 0.297
5          3         0.0 0.00     1 0.257 0.150
6         11         0.0 0.00     5 0.478 0.341
7         11         0.0 0.00     7 0.501 0.275
8         12         0.0 0.00     4 0.389 0.306
9         11         0.0 0.00     6 0.308 0.250
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 97 (73)"
        Lineup (21) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3      Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4      Trey Mancini  BAL    1B   3400  3.00     13.833333    16.117279
5         Joe Panik   SF    2B   3600  0.00      7.083333     5.583390
6     Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
9  Gorkys Hernandez   SF    OF   2700  0.00      5.500000     9.712535
10 Ezequiel Carrera  TOR    OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          6         0.0 0.00     7 0.270 0.156
4          6         0.0 0.00     1 0.527 0.565
5         12         0.0 0.00     8 0.367 0.128
6         13         0.0 0.00     6 0.302 0.038
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     2 0.300 0.050
9          4         0.0 0.00     9 0.119 0.036
10         6         0.0 0.00     2 0.285 0.160

[1] "Total fpts: 97 (74)"
         Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3         Sandy Leon  BOS   C   2600  0.00      7.571429     9.554356
4       Brandon Belt   SF  1B   3900  3.00      7.000000     5.830952
5     Dustin Pedroia  BOS  2B   3700  0.00      5.363636     3.828126
6     Pablo Sandoval  BOS  3B   3300  6.00      6.272727     6.466698
7  Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8       Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
9  Andrew Benintendi  BOS  OF   3500  5.00      8.166667     6.102657
10       Chris Young  BOS  OF   2800  0.00      5.500000     4.696334
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     9 0.289 0.147
4         13         0.0 0.00     2 0.351 0.255
5         11         0.0 0.00     1 0.290 0.020
6         11         0.0 0.00     8 0.284 0.217
7         12         0.0 0.00     6 0.339 0.140
8         10         0.0 0.00     2 0.300 0.050
9         12         0.0 0.00     2 0.370 0.125
10        10         0.0 0.00     7 0.304 0.044

[1] "Total fpts: 96 (75)"
       Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3     Omar Narvaez  CWS     C   2500  0.00      2.600000     4.335897
4     Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5       Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6   Tyler Saladino  CWS 3B/SS   3400  0.00      4.714286     5.589105
7     Tim Anderson  CWS    SS   3600  7.00      5.000000     4.949747
8    Melky Cabrera  CWS    OF   3900  3.00      5.571429     4.314979
9     Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
10    Leury Garcia  CWS    OF   2700  0.00      6.428571     4.649629
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          5         0.0 0.00     8 0.207 0.000
4          8         0.0 0.00     4 0.471 0.192
5          3         0.0 0.00     1 0.257 0.150
6          7         0.0 0.00     1 0.307 0.059
7          9         0.0 0.00     2 0.190 0.059
8          7         0.0 0.00     3 0.315 0.105
9         10         0.0 0.00     2 0.300 0.050
10         7         0.0 0.00     9 0.364 0.269

[1] "Total fpts: 95.7 (76)"
         Lineup (94) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.7     22.016667     5.323141
2  Francisco Liriano  TOR     P   8000 25.0      7.675000    27.046834
3       Nick Hundley   SF     C   3100  5.0      7.833333     6.274286
4       Buster Posey   SF  1B/C   4000  3.0      8.125000     6.401730
5          Joe Panik   SF    2B   3600  0.0      7.083333     5.583390
6      Eduardo Nunez   SF 3B/SS   3900  0.0      7.538462     7.622504
7   Brandon Crawford   SF    SS   3500  3.0      8.916667     6.037133
8         Adam Jones  BAL    OF   4400  5.0      8.833333     5.654175
9     Billy Hamilton  CIN    OF   4100  7.0      8.416667     6.828528
10      Josh Reddick  HOU    OF   3700 33.0      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0    1    NA 0.000 0.000
2          2         3.5    2    NA 0.000 0.000
3          6         0.0    0     7 0.270 0.156
4          8         0.0    0     4 0.471 0.192
5         12         0.0    0     8 0.367 0.128
6         13         0.0    0     6 0.302 0.038
7         12         0.0    0     5 0.347 0.231
8         12         0.0    0     2 0.382 0.255
9         12         0.0    0     1 0.248 0.055
10        10         0.0    0     2 0.300 0.050

[1] "Total fpts: 95.25 (77)"
        Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2      Zack Greinke  ARI   P   8700 24.40     13.033333    12.333322
3      Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4        Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5       Jose Peraza  CIN  2B   3800  0.00      8.181818     8.010221
6    Eugenio Suarez  CIN  3B   3600  3.00     11.545455     9.158205
7  Asdrubal Cabrera  NYM  SS   3500  7.00      8.153846     8.697185
8       Adam Duvall  CIN  OF   4200  0.00      9.666667    10.263203
9    Scott Schebler  CIN  OF   3700  7.00      6.090909     6.729852
10     Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          8         0.0 0.00     4 0.392 0.206
4         13         0.0 0.00     3 0.364 0.294
5         11         0.0 0.00     2 0.267 0.057
6         11         0.0 0.00     5 0.478 0.341
7         13         0.0 0.00     2 0.307 0.133
8         12         0.0 0.00     4 0.389 0.306
9         11         0.0 0.00     6 0.308 0.250
10        10         0.0 0.00     2 0.300 0.050

[1] "Total fpts: 95 (78)"
       Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3  Yasmani Grandal  LAD     C   3300  2.00      6.900000     8.736259
4       Jose Abreu  CWS    1B   4200 15.00      3.000000     4.422166
5       Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6       Cody Asche  CWS 3B/OF   2600  0.00      3.200000     3.271085
7     Tim Anderson  CWS    SS   3600  7.00      5.000000     4.949747
8    Melky Cabrera  CWS    OF   3900  3.00      5.571429     4.314979
9   Avisail Garcia  CWS    OF   3300  4.00     12.500000     9.980537
10 Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     5 0.358 0.184
4         10         0.0 0.00     4 0.180 0.020
5          3         0.0 0.00     1 0.257 0.150
6          5         0.0 0.00     6 0.143 0.000
7          9         0.0 0.00     2 0.190 0.059
8          7         0.0 0.00     3 0.315 0.105
9         10         0.0 0.00     5 0.497 0.240
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 93.1 (79)"
         Lineup (86) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2       Amir Garrett  CIN    P   4800 30.95     22.250000     1.202082
3         Sandy Leon  BOS    C   2600  0.00      7.571429     9.554356
4       Buster Posey   SF 1B/C   4000  3.00      8.125000     6.401730
5     Dustin Pedroia  BOS   2B   3700  0.00      5.363636     3.828126
6     Pablo Sandoval  BOS   3B   3300  6.00      6.272727     6.466698
7   Asdrubal Cabrera  NYM   SS   3500  7.00      8.153846     8.697185
8         Mike Trout  LAA   OF   5200  6.00     10.230769     4.657500
9       Mookie Betts  BOS   OF   4800  3.00      8.500000     9.192388
10 Andrew Benintendi  BOS   OF   3500  5.00      8.166667     6.102657
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          2         6.3 0.71    NA 0.000 0.000
3          7         0.0 0.00     9 0.289 0.147
4          8         0.0 0.00     4 0.471 0.192
5         11         0.0 0.00     1 0.290 0.020
6         11         0.0 0.00     8 0.284 0.217
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.401 0.133
10        12         0.0 0.00     2 0.370 0.125

[1] "Total fpts: 91.55 (80)"
        Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Zack Greinke  ARI     P   8700 24.40     13.033333    12.333322
3       Evan Gattis  HOU     C   4000  8.00      5.714286     6.600866
4       Jefry Marte  LAA 1B/3B   3300  0.00      5.000000     5.585696
5   Whit Merrifield   KC 2B/OF   3100  0.00           NaN           NA
6  Cheslor Cuthbert   KC    3B   2900  0.00      5.666667     9.814955
7   Alcides Escobar   KC    SS   2900  5.00      3.545455     3.958880
8        Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9       Alex Gordon   KC    OF   3300  3.00      5.454545     4.321195
10    Paulo Orlando   KC    OF   2800 13.00      1.888889     2.619372
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4          6         0.0 0.00     4 0.263 0.130
5          0         0.0 0.00     6 0.858 1.000
6          3         0.0 0.00     8 0.238 0.214
7         11         0.0 0.00     7 0.227 0.044
8         13         0.0 0.00     2 0.440 0.308
9         11         0.0 0.00     1 0.240 0.058
10         9         0.0 0.00     9 0.142 0.000

[1] "Total fpts: 91.55 (81)"
        Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3       Cameron Rupp  PHI   C   2900  7.00      5.250000     5.922114
4       Tommy Joseph  PHI  1B   3500  0.00      4.555556     4.558265
5        Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6      Maikel Franco  PHI  3B   3800  2.00      7.600000     7.260242
7      Freddy Galvis  PHI  SS   3100 13.00      5.300000     6.395311
8    George Springer  HOU  OF   4700  0.00     10.769231     9.093531
9         Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
10  Michael Saunders  PHI  OF   3300 10.00      7.250000     8.293715
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     7 0.283 0.156
4          9         0.0 0.00     6 0.224 0.100
5         12         0.0 0.00     4 0.317 0.177
6         10         0.0 0.00     4 0.236 0.140
7         10         0.0 0.00     8 0.247 0.170
8         13         0.0 0.00     1 0.376 0.367
9          9         0.0 0.00     1 0.399 0.170
10         8         0.0 0.00     5 0.270 0.089

[1] "Total fpts: 91 (82)"
        Lineup (34) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB    P   9700 15.85     21.783333     2.362908
3      Matt Wieters  WSH    C   2900  7.00      8.250000     8.345230
4      Buster Posey   SF 1B/C   4000  3.00      8.125000     6.401730
5   Cesar Hernandez  PHI   2B   3100  5.00     13.300000     8.769265
6     Maikel Franco  PHI   3B   3800  2.00      7.600000     7.260242
7     Allen Cordoba   SD   SS   2500  0.00      5.000000     0.000000
8    Odubel Herrera  PHI   OF   3600  5.00      7.666667     5.074446
9  Michael Saunders  PHI   OF   3300 10.00      7.250000     8.293715
10    Aaron Altherr  PHI   OF   3200 11.00      5.000000     2.828427
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          8         0.0 0.00     7 0.414 0.211
4          8         0.0 0.00     4 0.471 0.192
5         10         0.0 0.00     1 0.415 0.241
6         10         0.0 0.00     4 0.236 0.140
7          2         0.0 0.00     2 0.526 0.231
8          9         0.0 0.00     3 0.368 0.133
9          8         0.0 0.00     5 0.270 0.089
10         2         0.0 0.00     2 0.408 0.308

[1] "Total fpts: 90.55 (83)"
        Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3         Sandy Leon  BOS     C   2600  0.00      7.571429     9.554356
4        Jefry Marte  LAA 1B/3B   3300  0.00      5.000000     5.585696
5     Dustin Pedroia  BOS    2B   3700  0.00      5.363636     3.828126
6     Pablo Sandoval  BOS    3B   3300  6.00      6.272727     6.466698
7      Allen Cordoba   SD    SS   2500  0.00      5.000000     0.000000
8       Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9       Mookie Betts  BOS    OF   4800  3.00      8.500000     9.192388
10 Andrew Benintendi  BOS    OF   3500  5.00      8.166667     6.102657
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     9 0.289 0.147
4          6         0.0 0.00     4 0.263 0.130
5         11         0.0 0.00     1 0.290 0.020
6         11         0.0 0.00     8 0.284 0.217
7          2         0.0 0.00     2 0.526 0.231
8         10         0.0 0.00     3 0.488 0.333
9         10         0.0 0.00     3 0.401 0.133
10        12         0.0 0.00     2 0.370 0.125

[1] "Total fpts: 89.55 (84)"
         Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3   Martin Maldonado  LAA     C   2300  0.00      5.000000     3.299832
4     Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5     Danny Espinosa  LAA    2B   2900 12.00      6.769231     7.715286
6      Yunel Escobar  LAA    3B   3100  8.00      7.384615     7.805324
7   Asdrubal Cabrera  NYM    SS   3500  7.00      8.153846     8.697185
8         Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9         Adam Eaton  WSH    OF   3700 21.00     10.222222     6.796650
10    Cameron Maybin  LAA    OF   3500  5.00      6.555556     4.772607
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4          9         0.0 0.00     4 0.323 0.075
5         13         0.0 0.00     8 0.259 0.170
6         13         0.0 0.00     1 0.342 0.100
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     2 0.440 0.308
9          9         0.0 0.00     1 0.399 0.170
10         9         0.0 0.00     7 0.258 0.108

[1] "Total fpts: 87.75 (85)"
         Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2     Tyler Anderson  COL     P   7000 13.05      6.200000     9.733576
3       Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4     Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5          Joe Panik   SF    2B   3600  0.00      7.083333     5.583390
6      Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7   Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8         Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9       Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
10  Gorkys Hernandez   SF    OF   2700  0.00      5.500000     9.712535
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          6         0.0 0.00     7 0.270 0.156
4          9         0.0 0.00     4 0.323 0.075
5         12         0.0 0.00     8 0.367 0.128
6         13         0.0 0.00     6 0.302 0.038
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.488 0.333
10         4         0.0 0.00     9 0.119 0.036

[1] "Total fpts: 87 (86)"
       Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3     Derek Norris   TB     C   2700  0.00      4.600000     4.903513
4   Logan Morrison   TB    1B   3200  2.00      9.300000     9.475700
5       Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6    Manny Machado  BAL    3B   4700  5.00      6.666667     6.596602
7      Tim Beckham   TB    SS   2900  0.00      5.083333     7.038315
8       Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9  Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
10  Shane Peterson   TB    OF   2300 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     7 0.210 0.025
4         10         0.0 0.00     6 0.379 0.217
5          3         0.0 0.00     1 0.257 0.150
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     9 0.264 0.159
8         13         0.0 0.00     2 0.440 0.308
9         11         0.0 0.00     1 0.397 0.259
10         0         0.0 0.00     8 0.341 0.273

[1] "Total fpts: 86.55 (87)"
         Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3        Evan Gattis  HOU   C   4000  8.00      5.714286     6.600866
4    Kendrys Morales  TOR  1B   3400  2.00      7.000000     6.013873
5        Brad Miller   TB  2B   3600  8.00      8.083333     8.764166
6       Alex Bregman  HOU  3B   4100  9.00      5.833333     5.006057
7    Troy Tulowitzki  TOR  SS   3600  5.00      6.461538     7.666109
8      Jose Bautista  TOR  OF   4200  0.00      4.461538     2.875627
9       Kevin Pillar  TOR  OF   3000 19.00      6.076923     6.251154
10  Ezequiel Carrera  TOR  OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         13         0.0 0.00     4 0.310 0.163
5         12         0.0 0.00     4 0.317 0.177
6         12         0.0 0.00     6 0.306 0.041
7         13         0.0 0.00     5 0.299 0.143
8         13         0.0 0.00     3 0.229 0.043
9         13         0.0 0.00     1 0.351 0.157
10         6         0.0 0.00     2 0.285 0.160

[1] "Total fpts: 85.1 (88)"
        Lineup (139) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
3        Evan Gattis  HOU   C   4000  8.0      5.714286     6.600866
4         Joey Votto  CIN  1B   5000  2.0      9.153846     7.278349
5    Cesar Hernandez  PHI  2B   3100  5.0     13.300000     8.769265
6      Maikel Franco  PHI  3B   3800  2.0      7.600000     7.260242
7   Brandon Crawford   SF  SS   3500  3.0      8.916667     6.037133
8     Odubel Herrera  PHI  OF   3600  5.0      7.666667     5.074446
9   Michael Saunders  PHI  OF   3300 10.0      7.250000     8.293715
10     Aaron Altherr  PHI  OF   3200 11.0      5.000000     2.828427
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         13         0.0 0.00     3 0.364 0.294
5         10         0.0 0.00     1 0.415 0.241
6         10         0.0 0.00     4 0.236 0.140
7         12         0.0 0.00     5 0.347 0.231
8          9         0.0 0.00     3 0.368 0.133
9          8         0.0 0.00     5 0.270 0.089
10         2         0.0 0.00     2 0.408 0.308

[1] "Total fpts: 85.1 (89)"
        Lineup (142) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
3       Derek Norris   TB   C   2700  0.0      4.600000     4.903513
4     Logan Morrison   TB  1B   3200  2.0      9.300000     9.475700
5        Brad Miller   TB  2B   3600  8.0      8.083333     8.764166
6      Manny Machado  BAL  3B   4700  5.0      6.666667     6.596602
7       Corey Seager  LAD  SS   4300  5.0      8.076923     8.281118
8         Mike Trout  LAA  OF   5200  6.0     10.230769     4.657500
9       Steven Souza   TB  OF   3500 10.0      8.500000     7.881331
10    Shane Peterson   TB  OF   2300 10.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3         10         0.0 0.00     7 0.210 0.025
4         10         0.0 0.00     6 0.379 0.217
5         12         0.0 0.00     4 0.317 0.177
6         12         0.0 0.00     3 0.277 0.182
7         13         0.0 0.00     2 0.358 0.193
8         13         0.0 0.00     2 0.440 0.308
9         14         0.0 0.00     5 0.412 0.189
10         0         0.0 0.00     8 0.341 0.273

[1] "Total fpts: 84.75 (90)"
       Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P   9900 26.35     24.050000     5.798276
2      Zack Greinke  ARI     P   8700 24.40     13.033333    12.333322
3      Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4      Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5       Brad Miller   TB    2B   3600  8.00      8.083333     8.764166
6     Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8       Mark Trumbo  BAL    OF   4600 10.00      6.416667     7.204271
9        Adam Jones  BAL    OF   4400  5.00      8.833333     5.654175
10     Hunter Pence   SF    OF   4100  0.00      8.000000     5.697503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.0 0.62    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          6         0.0 0.00     7 0.270 0.156
4          8         0.0 0.00     4 0.471 0.192
5         12         0.0 0.00     4 0.317 0.177
6         13         0.0 0.00     6 0.302 0.038
7         12         0.0 0.00     5 0.347 0.231
8         12         0.0 0.00     4 0.261 0.104
9         12         0.0 0.00     2 0.382 0.255
10        14         0.0 0.00     3 0.352 0.121

[1] "Total fpts: 82.55 (91)"
         Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3         Sandy Leon  BOS   C   2600  0.00      7.571429     9.554356
4   Paul Goldschmidt  ARI  1B   4900  0.00      9.533333     5.667787
5      Brandon Drury  ARI  2B   3400  3.00      5.846154     6.216191
6          Jake Lamb  ARI  3B   3900  3.00     10.928571     7.205386
7      Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8         AJ Pollock  ARI  OF   4000 13.00      8.615385     7.869122
9       Josh Reddick  HOU  OF   3700 33.00      5.500000     5.986095
10     David Peralta  ARI  OF   3600  0.00      7.769231     8.709706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     9 0.289 0.147
4         15         0.0 0.00     3 0.389 0.177
5         13         0.0 0.00     5 0.290 0.083
6         14         0.0 0.00     4 0.410 0.269
7          2         0.0 0.00     2 0.526 0.231
8         13         0.0 0.00     1 0.306 0.133
9         10         0.0 0.00     2 0.300 0.050
10        13         0.0 0.00     2 0.310 0.164

[1] "Total fpts: 82.55 (92)"
         Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2        Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3  Welington Castillo  BAL     C   3800  5.00      6.100000     5.586691
4          Jose Abreu  CWS    1B   4200 15.00      3.000000     4.422166
5         Brad Miller   TB    2B   3600  8.00      8.083333     8.764166
6      Tyler Saladino  CWS 3B/SS   3400  0.00      4.714286     5.589105
7        Tim Anderson  CWS    SS   3600  7.00      5.000000     4.949747
8       Melky Cabrera  CWS    OF   3900  3.00      5.571429     4.314979
9     Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
10       Leury Garcia  CWS    OF   2700  0.00      6.428571     4.649629
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         10         0.0 0.00     4 0.180 0.020
5         12         0.0 0.00     4 0.317 0.177
6          7         0.0 0.00     1 0.307 0.059
7          9         0.0 0.00     2 0.190 0.059
8          7         0.0 0.00     3 0.315 0.105
9         11         0.0 0.00     1 0.397 0.259
10         7         0.0 0.00     9 0.364 0.269

[1] "Total fpts: 82.4 (93)"
         Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dallas Keuchel  HOU   P   9900 26.35     24.050000     5.798276
2      Tyler Anderson  COL   P   7000 13.05      6.200000     9.733576
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.00      8.750000     7.955844
5     Cesar Hernandez  PHI  2B   3100  5.00     13.300000     8.769265
6       Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7       Freddy Galvis  PHI  SS   3100 13.00      5.300000     6.395311
8     George Springer  HOU  OF   4700  0.00     10.769231     9.093531
9         Mark Trumbo  BAL  OF   4600 10.00      6.416667     7.204271
10         Adam Jones  BAL  OF   4400  5.00      8.833333     5.654175
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         7.0 0.62    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         10         0.0 0.00     1 0.415 0.241
6         12         0.0 0.00     3 0.277 0.182
7         10         0.0 0.00     8 0.247 0.170
8         13         0.0 0.00     1 0.376 0.367
9         12         0.0 0.00     4 0.261 0.104
10        12         0.0 0.00     2 0.382 0.255

[1] "Total fpts: 82.2 (94)"
        Lineup (16) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2    Tyler Anderson  COL    P   7000 13.05      6.200000     9.733576
3  Martin Maldonado  LAA    C   2300  0.00      5.000000     3.299832
4      Buster Posey   SF 1B/C   4000  3.00      8.125000     6.401730
5    Danny Espinosa  LAA   2B   2900 12.00      6.769231     7.715286
6     Yunel Escobar  LAA   3B   3100  8.00      7.384615     7.805324
7  Brandon Crawford   SF   SS   3500  3.00      8.916667     6.037133
8        Mike Trout  LAA   OF   5200  6.00     10.230769     4.657500
9   George Springer  HOU   OF   4700  0.00     10.769231     9.093531
10   Cameron Maybin  LAA   OF   3500  5.00      6.555556     4.772607
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4          8         0.0 0.00     4 0.471 0.192
5         13         0.0 0.00     8 0.259 0.170
6         13         0.0 0.00     1 0.342 0.100
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     1 0.376 0.367
10         9         0.0 0.00     7 0.258 0.108

[1] "Total fpts: 81.55 (95)"
         Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3       Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4       Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5    Cesar Hernandez  PHI    2B   3100  5.00     13.300000     8.769265
6      Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7   Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8       Hunter Pence   SF    OF   4100  0.00      8.000000     5.697503
9    Kevin Kiermaier   TB    OF   3400 21.00      6.928571     7.108654
10   Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          6         0.0 0.00     7 0.270 0.156
4          8         0.0 0.00     4 0.471 0.192
5         10         0.0 0.00     1 0.415 0.241
6         13         0.0 0.00     6 0.302 0.038
7         12         0.0 0.00     5 0.347 0.231
8         14         0.0 0.00     3 0.352 0.121
9         14         0.0 0.00     2 0.299 0.069
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: 81 (96)"
          Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2        Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4     Kendrys Morales  TOR  1B   3400  2.00      7.000000     6.013873
5        Devon Travis  TOR  2B   3500  0.00      2.800000     2.485514
6    Cheslor Cuthbert   KC  3B   2900  0.00      5.666667     9.814955
7   Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8       Jose Bautista  TOR  OF   4200  0.00      4.461538     2.875627
9        Kevin Pillar  TOR  OF   3000 19.00      6.076923     6.251154
10   Ezequiel Carrera  TOR  OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         13         0.0 0.00     4 0.310 0.163
5         10         0.0 0.00     9 0.144 0.000
6          3         0.0 0.00     8 0.238 0.214
7         12         0.0 0.00     6 0.339 0.140
8         13         0.0 0.00     3 0.229 0.043
9         13         0.0 0.00     1 0.351 0.157
10         6         0.0 0.00     2 0.285 0.160

[1] "Total fpts: 78.05 (97)"
        Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2     Dallas Keuchel  HOU   P   9900 26.35     24.050000     5.798276
3       Brian McCann  HOU   C   3500  3.00      9.125000     5.617257
4    Kendrys Morales  TOR  1B   3400  2.00      7.000000     6.013873
5       Devon Travis  TOR  2B   3500  0.00      2.800000     2.485514
6      Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7   Brandon Crawford   SF  SS   3500  3.00      8.916667     6.037133
8      Jose Bautista  TOR  OF   4200  0.00      4.461538     2.875627
9       Kevin Pillar  TOR  OF   3000 19.00      6.076923     6.251154
10  Ezequiel Carrera  TOR  OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7 1.00    NA 0.000 0.000
2          2           7 0.62    NA 0.000 0.000
3          8           0 0.00     4 0.392 0.206
4         13           0 0.00     4 0.310 0.163
5         10           0 0.00     9 0.144 0.000
6         12           0 0.00     3 0.277 0.182
7         12           0 0.00     5 0.347 0.231
8         13           0 0.00     3 0.229 0.043
9         13           0 0.00     1 0.351 0.157
10         6           0 0.00     2 0.285 0.160

[1] "Total fpts: 77.85 (98)"
         Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
3       James McCann  DET     C   2500  6.00      3.200000     7.155418
4    Victor Martinez  DET    1B   3200  7.00      3.777778     2.818589
5         Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6      Andrew Romine  DET 3B/SS   2100  7.00      7.833333     9.474527
7   Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8         Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9       JaCoby Jones  DET    OF   2500  0.00      5.400000     6.503845
10     Tyler Collins  DET    OF   2400  0.00      5.142857     3.132016
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         7.0  1.0    NA 0.000 0.000
3          5         0.0  0.0     6 0.301 0.321
4          9         0.0  0.0     4 0.244 0.000
5          3         0.0  0.0     1 0.257 0.150
6          6         0.0  0.0     7 0.299 0.240
7         12         0.0  0.0     5 0.347 0.231
8         13         0.0  0.0     2 0.440 0.308
9          5         0.0  0.0     8 0.313 0.207
10         7         0.0  0.0     5 0.333 0.088

[1] "Total fpts: 77.8 (99)"
        Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2    Masahiro Tanaka  NYY   P   9000 24.95      6.033333    13.141569
3   Martin Maldonado  LAA   C   2300  0.00      5.000000     3.299832
4            CJ Cron  LAA  1B   3500  3.00      4.000000     4.123106
5     Danny Espinosa  LAA  2B   2900 12.00      6.769231     7.715286
6      Manny Machado  BAL  3B   4700  5.00      6.666667     6.596602
7  Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8    George Springer  HOU  OF   4700  0.00     10.769231     9.093531
9        Mark Trumbo  BAL  OF   4600 10.00      6.416667     7.204271
10    Cameron Maybin  LAA  OF   3500  5.00      6.555556     4.772607
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         4.7 1.93    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4          7         0.0 0.00     5 0.229 0.030
5         13         0.0 0.00     8 0.259 0.170
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     6 0.339 0.140
8         13         0.0 0.00     1 0.376 0.367
9         12         0.0 0.00     4 0.261 0.104
10         9         0.0 0.00     7 0.258 0.108

[1] "Total fpts: 77.1 (100)"
        Lineup (112) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI     P   8700 24.4     13.033333    12.333322
3    Tucker Barnhart  CIN     C   2800  3.0      4.909091     4.635829
4       Buster Posey   SF  1B/C   4000  3.0      8.125000     6.401730
5        Wilmer Difo  WSH 2B/SS   2500 14.0      3.600000     2.607681
6     Eugenio Suarez  CIN    3B   3600  3.0     11.545455     9.158205
7        Zack Cozart  CIN    SS   3500  2.0     10.363636     5.554687
8         Mike Trout  LAA    OF   5200  6.0     10.230769     4.657500
9        Adam Duvall  CIN    OF   4200  0.0      9.666667    10.263203
10    Scott Schebler  CIN    OF   3700  7.0      6.090909     6.729852
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3         11         0.0 0.00     8 0.297 0.083
4          8         0.0 0.00     4 0.471 0.192
5          5         0.0 0.00     8 0.211 0.000
6         11         0.0 0.00     5 0.478 0.341
7         11         0.0 0.00     7 0.501 0.275
8         13         0.0 0.00     2 0.440 0.308
9         12         0.0 0.00     4 0.389 0.306
10        11         0.0 0.00     6 0.308 0.250

[1] "Total fpts: 75.5 (101)"
          Lineup (70) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2          JC Ramirez  LAA   P   4300 19.8           NaN           NA
3  Welington Castillo  BAL   C   3800  5.0      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.0      8.750000     7.955844
5         Brad Miller   TB  2B   3600  8.0      8.083333     8.764166
6       Manny Machado  BAL  3B   4700  5.0      6.666667     6.596602
7   Andrelton Simmons  LAA  SS   3000  2.0      6.666667     6.035250
8          Mike Trout  LAA  OF   5200  6.0     10.230769     4.657500
9         Mark Trumbo  BAL  OF   4600 10.0      6.416667     7.204271
10         Adam Jones  BAL  OF   4400  5.0      8.833333     5.654175
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0  1.0    NA 0.000 0.000
2          0         2.5  1.4    NA 0.000 0.000
3         10         0.0  0.0     6 0.336 0.077
4         12         0.0  0.0     5 0.414 0.289
5         12         0.0  0.0     4 0.317 0.177
6         12         0.0  0.0     3 0.277 0.182
7         12         0.0  0.0     6 0.339 0.140
8         13         0.0  0.0     2 0.440 0.308
9         12         0.0  0.0     4 0.261 0.104
10        12         0.0  0.0     2 0.382 0.255

[1] "Total fpts: 74.95 (102)"
          Lineup (47) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13800 32.15     26.333333    11.822049
2          JC Ramirez  LAA   P   4300 19.80           NaN           NA
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4          Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5         Jose Peraza  CIN  2B   3800  0.00      8.181818     8.010221
6      Eugenio Suarez  CIN  3B   3600  3.00     11.545455     9.158205
7       Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8          Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9         Adam Duvall  CIN  OF   4200  0.00      9.666667    10.263203
10     Scott Schebler  CIN  OF   3700  7.00      6.090909     6.729852
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          0         2.5  1.4    NA 0.000 0.000
3         10         0.0  0.0     6 0.336 0.077
4         13         0.0  0.0     3 0.364 0.294
5         11         0.0  0.0     2 0.267 0.057
6         11         0.0  0.0     5 0.478 0.341
7          2         0.0  0.0     2 0.526 0.231
8         13         0.0  0.0     2 0.440 0.308
9         12         0.0  0.0     4 0.389 0.306
10        11         0.0  0.0     6 0.308 0.250

[1] "Total fpts: 73.1 (103)"
        Lineup (129) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
3   Martin Maldonado  LAA   C   2300  0.0      5.000000     3.299832
4         Joey Votto  CIN  1B   5000  2.0      9.153846     7.278349
5     Danny Espinosa  LAA  2B   2900 12.0      6.769231     7.715286
6      Yunel Escobar  LAA  3B   3100  8.0      7.384615     7.805324
7  Andrelton Simmons  LAA  SS   3000  2.0      6.666667     6.035250
8    George Springer  HOU  OF   4700  0.0     10.769231     9.093531
9         Adam Jones  BAL  OF   4400  5.0      8.833333     5.654175
10    Cameron Maybin  LAA  OF   3500  5.0      6.555556     4.772607
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3         10         0.0 0.00     9 0.333 0.029
4         13         0.0 0.00     3 0.364 0.294
5         13         0.0 0.00     8 0.259 0.170
6         13         0.0 0.00     1 0.342 0.100
7         12         0.0 0.00     6 0.339 0.140
8         13         0.0 0.00     1 0.376 0.367
9         12         0.0 0.00     2 0.382 0.255
10         9         0.0 0.00     7 0.258 0.108

[1] "Total fpts: 73 (104)"
        Lineup (69) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Chris Archer   TB    P   9700 15.85     21.783333     2.362908
3    Chris Herrmann  ARI C/OF   3100  0.00      3.333333     5.773503
4  Paul Goldschmidt  ARI   1B   4900  0.00      9.533333     5.667787
5     Brandon Drury  ARI   2B   3400  3.00      5.846154     6.216191
6         Jake Lamb  ARI   3B   3900  3.00     10.928571     7.205386
7        Nick Ahmed  ARI   SS   2400  0.00      9.500000     9.146948
8   Corey Dickerson   TB   OF   3300 14.00      8.363636     6.391756
9       Chris Young  BOS   OF   2800  0.00      5.500000     4.696334
10 Ezequiel Carrera  TOR   OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          3         0.0 0.00     6 0.190 0.000
4         15         0.0 0.00     3 0.389 0.177
5         13         0.0 0.00     5 0.290 0.083
6         14         0.0 0.00     4 0.410 0.269
7          4         0.0 0.00     7 0.376 0.211
8         11         0.0 0.00     1 0.397 0.259
9         10         0.0 0.00     7 0.304 0.044
10         6         0.0 0.00     2 0.285 0.160

[1] "Total fpts: 71.3 (105)"
         Lineup (91) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2     Jhoulys Chacin   SD   P   5500 29.6      5.583333    19.491686
3    Yasmani Grandal  LAD   C   3300  2.0      6.900000     8.736259
4         Joey Votto  CIN  1B   5000  2.0      9.153846     7.278349
5        Jose Peraza  CIN  2B   3800  0.0      8.181818     8.010221
6     Eugenio Suarez  CIN  3B   3600  3.0     11.545455     9.158205
7   Asdrubal Cabrera  NYM  SS   3500  7.0      8.153846     8.697185
8         Mike Trout  LAA  OF   5200  6.0     10.230769     4.657500
9        Adam Duvall  CIN  OF   4200  0.0      9.666667    10.263203
10    Billy Hamilton  CIN  OF   4100  7.0      8.416667     6.828528
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7  1.0    NA 0.000 0.000
2          3           5  1.6    NA 0.000 0.000
3         10           0  0.0     5 0.358 0.184
4         13           0  0.0     3 0.364 0.294
5         11           0  0.0     2 0.267 0.057
6         11           0  0.0     5 0.478 0.341
7         13           0  0.0     2 0.307 0.133
8         13           0  0.0     2 0.440 0.308
9         12           0  0.0     4 0.389 0.306
10        12           0  0.0     1 0.248 0.055

[1] "Total fpts: 68.55 (106)"
         Lineup (104) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2        Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4           Wil Myers   SD  1B   4400  3.00      9.461538     9.350716
5   Yangervis Solarte   SD  2B   3400  2.00      5.307692     7.099115
6        Ryan Schimpf   SD  3B   3500  0.00      6.833333     7.541803
7       Allen Cordoba   SD  SS   2500  0.00      5.000000     0.000000
8      Billy Hamilton  CIN  OF   4100  7.00      8.416667     6.828528
9          Adam Eaton  WSH  OF   3700 21.00     10.222222     6.796650
10     Hunter Renfroe   SD  OF   3200  0.00      5.923077     6.885511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         13         0.0 0.00     3 0.429 0.295
5         13         0.0 0.00     4 0.286 0.143
6         12         0.0 0.00     5 0.329 0.231
7          2         0.0 0.00     2 0.526 0.231
8         12         0.0 0.00     1 0.248 0.055
9          9         0.0 0.00     1 0.399 0.170
10        13         0.0 0.00     6 0.294 0.186

[1] "Total fpts: 65.9 (107)"
      Lineup (90) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P   9700 15.85     21.783333     2.362908
2  Tyler Anderson  COL   P   7000 13.05      6.200000     9.733576
3    Matt Wieters  WSH   C   2900  7.00      8.250000     8.345230
4      Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5     Jose Altuve  HOU  2B   5100 10.00      9.384615     8.519961
6  Eugenio Suarez  CIN  3B   3600  3.00     11.545455     9.158205
7     Zack Cozart  CIN  SS   3500  2.00     10.363636     5.554687
8      Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9     Adam Duvall  CIN  OF   4200  0.00      9.666667    10.263203
10 Scott Schebler  CIN  OF   3700  7.00      6.090909     6.729852
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          8         0.0 0.00     7 0.414 0.211
4         13         0.0 0.00     3 0.364 0.294
5         13         0.0 0.00     3 0.370 0.074
6         11         0.0 0.00     5 0.478 0.341
7         11         0.0 0.00     7 0.501 0.275
8         13         0.0 0.00     2 0.440 0.308
9         12         0.0 0.00     4 0.389 0.306
10        11         0.0 0.00     6 0.308 0.250

[1] "Total fpts: 65.55 (108)"
         Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2        Chris Archer   TB   P   9700 15.85     21.783333     2.362908
3  Welington Castillo  BAL   C   3800  5.00      6.100000     5.586691
4        Tommy Joseph  PHI  1B   3500  0.00      4.555556     4.558265
5      Dustin Pedroia  BOS  2B   3700  0.00      5.363636     3.828126
6       Maikel Franco  PHI  3B   3800  2.00      7.600000     7.260242
7   Andrelton Simmons  LAA  SS   3000  2.00      6.666667     6.035250
8      Odubel Herrera  PHI  OF   3600  5.00      7.666667     5.074446
9    Michael Saunders  PHI  OF   3300 10.00      7.250000     8.293715
10      Aaron Altherr  PHI  OF   3200 11.00      5.000000     2.828427
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4          9         0.0 0.00     6 0.224 0.100
5         11         0.0 0.00     1 0.290 0.020
6         10         0.0 0.00     4 0.236 0.140
7         12         0.0 0.00     6 0.339 0.140
8          9         0.0 0.00     3 0.368 0.133
9          8         0.0 0.00     5 0.270 0.089
10         2         0.0 0.00     2 0.408 0.308

[1] "Total fpts: 65 (109)"
        Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY     P   9000 24.95      6.033333    13.141569
2    Tyler Anderson  COL     P   7000 13.05      6.200000     9.733576
3      Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4      Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5       Jose Altuve  HOU    2B   5100 10.00      9.384615     8.519961
6     Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8        Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9   George Springer  HOU    OF   4700  0.00     10.769231     9.093531
10     Hunter Pence   SF    OF   4100  0.00      8.000000     5.697503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.93    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          6         0.0 0.00     7 0.270 0.156
4          8         0.0 0.00     4 0.471 0.192
5         13         0.0 0.00     3 0.370 0.074
6         13         0.0 0.00     6 0.302 0.038
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     1 0.376 0.367
10        14         0.0 0.00     3 0.352 0.121

[1] "Total fpts: 61.25 (110)"
         Lineup (67) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
2       Zack Greinke  ARI     P   8700 24.40     13.033333    12.333322
3         Sandy Leon  BOS     C   2600  0.00      7.571429     9.554356
4     Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5     Dustin Pedroia  BOS    2B   3700  0.00      5.363636     3.828126
6      Manny Machado  BAL    3B   4700  5.00      6.666667     6.596602
7  Andrelton Simmons  LAA    SS   3000  2.00      6.666667     6.035250
8         Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9       Mookie Betts  BOS    OF   4800  3.00      8.500000     9.192388
10 Andrew Benintendi  BOS    OF   3500  5.00      8.166667     6.102657
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          7         0.0 0.00     9 0.289 0.147
4          9         0.0 0.00     4 0.323 0.075
5         11         0.0 0.00     1 0.290 0.020
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     6 0.339 0.140
8         13         0.0 0.00     2 0.440 0.308
9         10         0.0 0.00     3 0.401 0.133
10        12         0.0 0.00     2 0.370 0.125

[1] "Total fpts: 61.1 (111)"
        Lineup (148) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
3         Sandy Leon  BOS   C   2600  0.0      7.571429     9.554356
4         Joey Votto  CIN  1B   5000  2.0      9.153846     7.278349
5     Dustin Pedroia  BOS  2B   3700  0.0      5.363636     3.828126
6     Pablo Sandoval  BOS  3B   3300  6.0      6.272727     6.466698
7   Brandon Crawford   SF  SS   3500  3.0      8.916667     6.037133
8         Mike Trout  LAA  OF   5200  6.0     10.230769     4.657500
9  Andrew Benintendi  BOS  OF   3500  5.0      8.166667     6.102657
10       Chris Young  BOS  OF   2800  0.0      5.500000     4.696334
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          7         0.0 0.00     9 0.289 0.147
4         13         0.0 0.00     3 0.364 0.294
5         11         0.0 0.00     1 0.290 0.020
6         11         0.0 0.00     8 0.284 0.217
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         12         0.0 0.00     2 0.370 0.125
10        10         0.0 0.00     7 0.304 0.044

[1] "Total fpts: 60.55 (112)"
       Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY   P   9000 24.95      6.033333    13.141569
2     Julio Teheran  ATL   P   8500 -4.40     19.250000     2.215288
3       Evan Gattis  HOU   C   4000  8.00      5.714286     6.600866
4  Paul Goldschmidt  ARI  1B   4900  0.00      9.533333     5.667787
5     Brandon Drury  ARI  2B   3400  3.00      5.846154     6.216191
6         Jake Lamb  ARI  3B   3900  3.00     10.928571     7.205386
7  Asdrubal Cabrera  NYM  SS   3500  7.00      8.153846     8.697185
8        Mike Trout  LAA  OF   5200  6.00     10.230769     4.657500
9        AJ Pollock  ARI  OF   4000 13.00      8.615385     7.869122
10    David Peralta  ARI  OF   3600  0.00      7.769231     8.709706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.93    NA 0.000 0.000
2          3         6.3 1.21    NA 0.000 0.000
3          7         0.0 0.00     5 0.353 0.080
4         15         0.0 0.00     3 0.389 0.177
5         13         0.0 0.00     5 0.290 0.083
6         14         0.0 0.00     4 0.410 0.269
7         13         0.0 0.00     2 0.307 0.133
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     1 0.306 0.133
10        13         0.0 0.00     2 0.310 0.164

[1] "Total fpts: 54 (113)"
         Lineup (131) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Zack Greinke  ARI   P   8700 24.4     13.033333    12.333322
2       Julio Teheran  ATL   P   8500 -4.4     19.250000     2.215288
3  Welington Castillo  BAL   C   3800  5.0      6.100000     5.586691
4         Chris Davis  BAL  1B   4700  0.0      8.750000     7.955844
5     Jonathan Schoop  BAL  2B   3900  5.0      7.500000     6.259538
6       Manny Machado  BAL  3B   4700  5.0      6.666667     6.596602
7    Brandon Crawford   SF  SS   3500  3.0      8.916667     6.037133
8          Mike Trout  LAA  OF   5200  6.0     10.230769     4.657500
9         Mark Trumbo  BAL  OF   4600 10.0      6.416667     7.204271
10      Tyler Collins  DET  OF   2400  0.0      5.142857     3.132016
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.6 1.44    NA 0.000 0.000
2          3         6.3 1.21    NA 0.000 0.000
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         12         0.0 0.00     7 0.342 0.214
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     2 0.440 0.308
9         12         0.0 0.00     4 0.261 0.104
10         7         0.0 0.00     5 0.333 0.088

[1] "Total fpts: 51.75 (114)"
        Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2     Tyler Anderson  COL     P   7000 13.05      6.200000     9.733576
3         Sandy Leon  BOS     C   2600  0.00      7.571429     9.554356
4     Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5     Dustin Pedroia  BOS    2B   3700  0.00      5.363636     3.828126
6       Alex Bregman  HOU    3B   4100  9.00      5.833333     5.006057
7   Asdrubal Cabrera  NYM    SS   3500  7.00      8.153846     8.697185
8       Mookie Betts  BOS    OF   4800  3.00      8.500000     9.192388
9    George Springer  HOU    OF   4700  0.00     10.769231     9.093531
10 Andrew Benintendi  BOS    OF   3500  5.00      8.166667     6.102657
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          7         0.0 0.00     9 0.289 0.147
4          9         0.0 0.00     4 0.323 0.075
5         11         0.0 0.00     1 0.290 0.020
6         12         0.0 0.00     6 0.306 0.041
7         13         0.0 0.00     2 0.307 0.133
8         10         0.0 0.00     3 0.401 0.133
9         13         0.0 0.00     1 0.376 0.367
10        12         0.0 0.00     2 0.370 0.125

[1] "Total fpts: 42.75 (115)"
        Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF   P  11700 14.70     22.016667     5.323141
2     Tyler Anderson  COL   P   7000 13.05      6.200000     9.733576
3    Travis d'Arnaud  NYM   C   2800  0.00     10.111111    14.137224
4         Joey Votto  CIN  1B   5000  2.00      9.153846     7.278349
5        Jose Peraza  CIN  2B   3800  0.00      8.181818     8.010221
6     Eugenio Suarez  CIN  3B   3600  3.00     11.545455     9.158205
7   Brandon Crawford   SF  SS   3500  3.00      8.916667     6.037133
8    George Springer  HOU  OF   4700  0.00     10.769231     9.093531
9        Adam Duvall  CIN  OF   4200  0.00      9.666667    10.263203
10    Scott Schebler  CIN  OF   3700  7.00      6.090909     6.729852
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         4.9 1.64    NA 0.000 0.000
3          9         0.0 0.00     8 0.402 0.286
4         13         0.0 0.00     3 0.364 0.294
5         11         0.0 0.00     2 0.267 0.057
6         11         0.0 0.00     5 0.478 0.341
7         12         0.0 0.00     5 0.347 0.231
8         13         0.0 0.00     1 0.376 0.367
9         12         0.0 0.00     4 0.389 0.306
10        11         0.0 0.00     6 0.308 0.250

[1] "Total fpts: NA (116)"
        Lineup (11) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3       Evan Gattis  HOU    C   4000  8.00      5.714286     6.600866
4        Lucas Duda  NYM   1B   3400  0.00     10.000000    11.421228
5       Neil Walker  NYM   2B   3400  3.00      5.307692     4.269750
6     Yunel Escobar  LAA   3B   3100  8.00      7.384615     7.805324
7  Asdrubal Cabrera  NYM   SS   3500  7.00      8.153846     8.697185
8   Yoenis Cespedes  NYM   OF   4200  9.00     11.153846    14.576500
9      Josh Reddick  HOU   OF   3700 33.00      5.500000     5.986095
10        Jay Bruce  NYM   OF   3400 39.00      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7         0.0  0.0     5 0.353 0.080
4         10         0.0  0.0     6 0.401 0.342
5         13         0.0  0.0     5 0.275 0.060
6         13         0.0  0.0     1 0.342 0.100
7         13         0.0  0.0     2 0.307 0.133
8         13         0.0  0.0     3 0.411 0.404
9         10         0.0  0.0     2 0.300 0.050
10        13         0.0  0.0     4 0.382 0.255

[1] "Total fpts: NA (117)"
       Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3    Austin Romine  NYY     C   2700  5.00      7.857143     6.718843
4        Greg Bird <NA>  <NA>     NA    NA           NaN           NA
5       Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6    Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7  Ronald Torreyes  NYY    SS   2600  5.00      6.000000     6.353238
8     Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
9    Brett Gardner  NYY    OF   3900  7.00      8.181818     7.884392
10 Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5          3         0.0 0.00     1 0.257 0.150
6         13         0.0 0.00     2 0.491 0.205
7         12         0.0 0.00     9 0.271 0.167
8         10         0.0 0.00     3 0.488 0.333
9         11         0.0 0.00     1 0.288 0.046
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: NA (118)"
       Lineup (17) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2     Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3      Evan Gattis  HOU    C   4000  8.00      5.714286     6.600866
4     Buster Posey   SF 1B/C   4000  3.00      8.125000     6.401730
5      Brad Miller   TB   2B   3600  8.00      8.083333     8.764166
6    Evan Longoria   TB   3B   4100 19.00      6.571429     6.465462
7      Tim Beckham   TB   SS   2900  0.00      5.083333     7.038315
8     Josh Reddick  HOU   OF   3700 33.00      5.500000     5.986095
9  Kevin Kiermaier   TB   OF   3400 21.00      6.928571     7.108654
10 Corey Dickerson   TB   OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7         0.0  0.0     5 0.353 0.080
4          8         0.0  0.0     4 0.471 0.192
5         12         0.0  0.0     4 0.317 0.177
6         14         0.0  0.0     3 0.295 0.146
7         12         0.0  0.0     9 0.264 0.159
8         10         0.0  0.0     2 0.300 0.050
9         14         0.0  0.0     2 0.299 0.069
10        11         0.0  0.0     1 0.397 0.259

[1] "Total fpts: NA (119)"
         Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2       Trevor Bauer <NA>  <NA>     NA    NA      9.900000     6.576093
3         Sandy Leon  BOS     C   2600  0.00      7.571429     9.554356
4     Hanley Ramirez  BOS 1B/OF   4100  0.00      6.888889     3.789606
5     Dustin Pedroia  BOS    2B   3700  0.00      5.363636     3.828126
6      Yunel Escobar  LAA    3B   3100  8.00      7.384615     7.805324
7   Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8       Mookie Betts  BOS    OF   4800  3.00      8.500000     9.192388
9       Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
10 Andrew Benintendi  BOS    OF   3500  5.00      8.166667     6.102657
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7         0.0  0.0     9 0.289 0.147
4          9         0.0  0.0     4 0.323 0.075
5         11         0.0  0.0     1 0.290 0.020
6         13         0.0  0.0     1 0.342 0.100
7         12         0.0  0.0     5 0.347 0.231
8         10         0.0  0.0     3 0.401 0.133
9         10         0.0  0.0     2 0.300 0.050
10        12         0.0  0.0     2 0.370 0.125

[1] "Total fpts: NA (120)"
        Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Trevor Bauer <NA>  <NA>     NA    NA      9.900000     6.576093
3      Nick Hundley   SF     C   3100  5.00      7.833333     6.274286
4      Buster Posey   SF  1B/C   4000  3.00      8.125000     6.401730
5         Joe Panik   SF    2B   3600  0.00      7.083333     5.583390
6     Eduardo Nunez   SF 3B/SS   3900  0.00      7.538462     7.622504
7  Brandon Crawford   SF    SS   3500  3.00      8.916667     6.037133
8        Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9   Corey Dickerson   TB    OF   3300 14.00      8.363636     6.391756
10    Tyler Collins  DET    OF   2400  0.00      5.142857     3.132016
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          6         0.0  0.0     7 0.270 0.156
4          8         0.0  0.0     4 0.471 0.192
5         12         0.0  0.0     8 0.367 0.128
6         13         0.0  0.0     6 0.302 0.038
7         12         0.0  0.0     5 0.347 0.231
8         13         0.0  0.0     2 0.440 0.308
9         11         0.0  0.0     1 0.397 0.259
10         7         0.0  0.0     5 0.333 0.088

[1] "Total fpts: NA (121)"
          Lineup (32) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB    P   9700 15.85     21.783333     2.362908
2        Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL   1B   4700  0.00      8.750000     7.955844
5       Daniel Murphy  WSH   2B   4100  6.00      8.600000    11.226952
6       Manny Machado  BAL   3B   4700  5.00      6.666667     6.596602
7    Brandon Crawford   SF   SS   3500  3.00      8.916667     6.037133
8         Mark Trumbo  BAL   OF   4600 10.00      6.416667     7.204271
9          Adam Jones  BAL   OF   4400  5.00      8.833333     5.654175
10    Corey Dickerson   TB   OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         10         0.0 0.00     4 0.416 0.228
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     5 0.347 0.231
8         12         0.0 0.00     4 0.261 0.104
9         12         0.0 0.00     2 0.382 0.255
10        11         0.0 0.00     1 0.397 0.259

[1] "Total fpts: NA (122)"
         Lineup (40) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA>  <NA>     NA   NA      9.900000     6.576093
3       Brian McCann  HOU     C   3500  3.0      9.125000     5.617257
4    Marwin Gonzalez  HOU 1B/OF   3100  2.0      7.888889     6.641620
5        Jose Altuve  HOU    2B   5100 10.0      9.384615     8.519961
6    Xander Bogaerts  BOS 3B/SS   4000  5.0      8.222222     5.517648
7   Asdrubal Cabrera  NYM    SS   3500  7.0      8.153846     8.697185
8    George Springer  HOU    OF   4700  0.0     10.769231     9.093531
9       Josh Reddick  HOU    OF   3700 33.0      5.500000     5.986095
10   Corey Dickerson   TB    OF   3300 14.0      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          8           0    0     4 0.392 0.206
4          9           0    0     9 0.315 0.265
5         13           0    0     3 0.370 0.074
6          9           0    0     6 0.334 0.024
7         13           0    0     2 0.307 0.133
8         13           0    0     1 0.376 0.367
9         10           0    0     2 0.300 0.050
10        11           0    0     1 0.397 0.259

[1] "Total fpts: NA (123)"
        Lineup (41) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3   Tucker Barnhart  CIN    C   2800  3.00      4.909091     4.635829
4    Ryan Zimmerman  WSH   1B   3100 26.00      8.875000     7.881941
5     Daniel Murphy  WSH   2B   4100  6.00      8.600000    11.226952
6    Anthony Rendon  WSH   3B   3600 11.00      3.750000     3.955105
7  Brandon Crawford   SF   SS   3500  3.00      8.916667     6.037133
8      Bryce Harper  WSH   OF   4900 46.00     12.700000    12.156845
9      Josh Reddick  HOU   OF   3700 33.00      5.500000     5.986095
10     Jayson Werth  WSH   OF   3300  5.00      5.666667     5.385165
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         11         0.0  0.0     8 0.297 0.083
4          8         0.0  0.0     5 0.452 0.311
5         10         0.0  0.0     4 0.416 0.228
6          8         0.0  0.0     2 0.219 0.043
7         12         0.0  0.0     5 0.347 0.231
8         10         0.0  0.0     3 0.488 0.333
9         10         0.0  0.0     2 0.300 0.050
10         9         0.0  0.0     6 0.351 0.205

[1] "Total fpts: NA (124)"
          Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2        Trevor Bauer <NA>  <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL     C   3800  5.00      6.100000     5.586691
4       Matt Holliday  NYY 1B/OF   4000  7.00      7.250000     7.955844
5          Aaron Hill   SF 2B/3B   2200  2.00      6.333333     8.504901
6       Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7     Ronald Torreyes  NYY    SS   2600  5.00      6.000000     6.353238
8          Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9       Brett Gardner  NYY    OF   3900  7.00      8.181818     7.884392
10    Jacoby Ellsbury  NYY    OF   3800  5.00      7.538462     5.157767
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0  0.0     6 0.336 0.077
4         12         0.0  0.0     3 0.355 0.195
5          3         0.0  0.0     1 0.257 0.150
6         13         0.0  0.0     2 0.491 0.205
7         12         0.0  0.0     9 0.271 0.167
8         13         0.0  0.0     2 0.440 0.308
9         11         0.0  0.0     1 0.288 0.046
10        13         0.0  0.0     4 0.359 0.102

[1] "Total fpts: NA (125)"
       Lineup (43) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2     Chris Archer   TB    P   9700 15.85     21.783333     2.362908
3    Austin Romine  NYY    C   2700  5.00      7.857143     6.718843
4        Greg Bird <NA> <NA>     NA    NA           NaN           NA
5   Starlin Castro  NYY   2B   3600 20.00      8.142857     5.881616
6    Yunel Escobar  LAA   3B   3100  8.00      7.384615     7.805324
7  Ronald Torreyes  NYY   SS   2600  5.00      6.000000     6.353238
8      Aaron Judge  NYY   OF   3800 21.00      9.833333     9.824213
9     Josh Reddick  HOU   OF   3700 33.00      5.500000     5.986095
10 Kevin Kiermaier   TB   OF   3400 21.00      6.928571     7.108654
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1 0.70    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5         14         0.0 0.00     5 0.401 0.164
6         13         0.0 0.00     1 0.342 0.100
7         12         0.0 0.00     9 0.271 0.167
8         12         0.0 0.00     6 0.382 0.341
9         10         0.0 0.00     2 0.300 0.050
10        14         0.0 0.00     2 0.299 0.069

[1] "Total fpts: NA (126)"
          Lineup (45) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2        Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4     Freddie Freeman  ATL   1B   4600 23.00     13.333333    13.995670
5    Brandon Phillips  ATL   2B   3400  5.00      9.166667     8.684713
6       Yunel Escobar  LAA   3B   3100  8.00      7.384615     7.805324
7      Dansby Swanson  ATL   SS   3200  0.00      3.666667     4.141439
8        Josh Reddick  HOU   OF   3700 33.00      5.500000     5.986095
9      Ender Inciarte  ATL   OF   3700  5.00      8.583333     9.931203
10      Nick Markakis  ATL   OF   3500  8.00      7.083333     4.718596
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0  0.0     6 0.336 0.077
4         12         0.0  0.0     3 0.567 0.447
5         12         0.0  0.0     5 0.359 0.120
6         13         0.0  0.0     1 0.342 0.100
7         12         0.0  0.0     2 0.170 0.070
8         10         0.0  0.0     2 0.300 0.050
9         12         0.0  0.0     1 0.327 0.232
10        12         0.0  0.0     4 0.355 0.184

[1] "Total fpts: NA (127)"
          Lineup (49) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB    P   9700 15.85     21.783333     2.362908
2        Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4          Joey Votto  CIN   1B   5000  2.00      9.153846     7.278349
5         Jose Peraza  CIN   2B   3800  0.00      8.181818     8.010221
6      Eugenio Suarez  CIN   3B   3600  3.00     11.545455     9.158205
7    Brandon Crawford   SF   SS   3500  3.00      8.916667     6.037133
8        Bryce Harper  WSH   OF   4900 46.00     12.700000    12.156845
9         Adam Duvall  CIN   OF   4200  0.00      9.666667    10.263203
10     Billy Hamilton  CIN   OF   4100  7.00      8.416667     6.828528
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0 0.00     6 0.336 0.077
4         13         0.0 0.00     3 0.364 0.294
5         11         0.0 0.00     2 0.267 0.057
6         11         0.0 0.00     5 0.478 0.341
7         12         0.0 0.00     5 0.347 0.231
8         10         0.0 0.00     3 0.488 0.333
9         12         0.0 0.00     4 0.389 0.306
10        12         0.0 0.00     1 0.248 0.055

[1] "Total fpts: NA (128)"
        Lineup (51) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3   Yasmani Grandal  LAD    C   3300  2.00      6.900000     8.736259
4   Kendrys Morales  TOR   1B   3400  2.00      7.000000     6.013873
5     Daniel Murphy  WSH   2B   4100  6.00      8.600000    11.226952
6     Manny Machado  BAL   3B   4700  5.00      6.666667     6.596602
7   Troy Tulowitzki  TOR   SS   3600  5.00      6.461538     7.666109
8     Jose Bautista  TOR   OF   4200  0.00      4.461538     2.875627
9      Kevin Pillar  TOR   OF   3000 19.00      6.076923     6.251154
10 Ezequiel Carrera  TOR   OF   2600  5.00      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0  0.0     5 0.358 0.184
4         13         0.0  0.0     4 0.310 0.163
5         10         0.0  0.0     4 0.416 0.228
6         12         0.0  0.0     3 0.277 0.182
7         13         0.0  0.0     5 0.299 0.143
8         13         0.0  0.0     3 0.229 0.043
9         13         0.0  0.0     1 0.351 0.157
10         6         0.0  0.0     2 0.285 0.160

[1] "Total fpts: NA (129)"
        Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2      Trevor Bauer <NA>  <NA>     NA    NA      9.900000     6.576093
3    Salvador Perez   KC     C   3000 10.00      8.000000     6.465292
4       Eric Hosmer   KC    1B   3500  7.00      4.636364     4.225464
5   Whit Merrifield   KC 2B/OF   3100  0.00           NaN           NA
6  Cheslor Cuthbert   KC    3B   2900  0.00      5.666667     9.814955
7   Alcides Escobar   KC    SS   2900  5.00      3.545455     3.958880
8        Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9      Bryce Harper  WSH    OF   4900 46.00     12.700000    12.156845
10  Kevin Kiermaier   TB    OF   3400 21.00      6.928571     7.108654
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         11         0.0  0.0     5 0.364 0.320
4         11         0.0  0.0     4 0.239 0.060
5          0         0.0  0.0     6 0.858 1.000
6          3         0.0  0.0     8 0.238 0.214
7         11         0.0  0.0     7 0.227 0.044
8         13         0.0  0.0     2 0.440 0.308
9         10         0.0  0.0     3 0.488 0.333
10        14         0.0  0.0     2 0.299 0.069

[1] "Total fpts: NA (130)"
          Lineup (59) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2        Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4    Paul Goldschmidt  ARI   1B   4900  0.00      9.533333     5.667787
5       Brandon Drury  ARI   2B   3400  3.00      5.846154     6.216191
6           Jake Lamb  ARI   3B   3900  3.00     10.928571     7.205386
7   Andrelton Simmons  LAA   SS   3000  2.00      6.666667     6.035250
8          AJ Pollock  ARI   OF   4000 13.00      8.615385     7.869122
9       David Peralta  ARI   OF   3600  0.00      7.769231     8.709706
10      Tyler Collins  DET   OF   2400  0.00      5.142857     3.132016
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0  0.0     6 0.336 0.077
4         15         0.0  0.0     3 0.389 0.177
5         13         0.0  0.0     5 0.290 0.083
6         14         0.0  0.0     4 0.410 0.269
7         12         0.0  0.0     6 0.339 0.140
8         13         0.0  0.0     1 0.306 0.133
9         13         0.0  0.0     2 0.310 0.164
10         7         0.0  0.0     5 0.333 0.088

[1] "Total fpts: NA (131)"
         Lineup (63) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA>  <NA>     NA   NA      9.900000     6.576093
3        Evan Gattis  HOU     C   4000  8.0      5.714286     6.600866
4         Joey Votto  CIN    1B   5000  2.0      9.153846     7.278349
5         Aaron Hill   SF 2B/3B   2200  2.0      6.333333     8.504901
6     Eugenio Suarez  CIN    3B   3600  3.0     11.545455     9.158205
7        Zack Cozart  CIN    SS   3500  2.0     10.363636     5.554687
8       Bryce Harper  WSH    OF   4900 46.0     12.700000    12.156845
9        Adam Duvall  CIN    OF   4200  0.0      9.666667    10.263203
10    Scott Schebler  CIN    OF   3700  7.0      6.090909     6.729852
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7           0    0     5 0.353 0.080
4         13           0    0     3 0.364 0.294
5          3           0    0     1 0.257 0.150
6         11           0    0     5 0.478 0.341
7         11           0    0     7 0.501 0.275
8         10           0    0     3 0.488 0.333
9         12           0    0     4 0.389 0.306
10        11           0    0     6 0.308 0.250

[1] "Total fpts: NA (132)"
       Lineup (73) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2   Jhoulys Chacin   SD    P   5500 29.60      5.583333    19.491686
3    Austin Romine  NYY    C   2700  5.00      7.857143     6.718843
4        Greg Bird <NA> <NA>     NA    NA           NaN           NA
5    Daniel Murphy  WSH   2B   4100  6.00      8.600000    11.226952
6    Manny Machado  BAL   3B   4700  5.00      6.666667     6.596602
7  Ronald Torreyes  NYY   SS   2600  5.00      6.000000     6.353238
8       Mike Trout  LAA   OF   5200  6.00     10.230769     4.657500
9    Brett Gardner  NYY   OF   3900  7.00      8.181818     7.884392
10     Aaron Judge  NYY   OF   3800 21.00      9.833333     9.824213
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          3         5.0  1.6    NA 0.000 0.000
3          7         0.0  0.0     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5         10         0.0  0.0     4 0.416 0.228
6         12         0.0  0.0     3 0.277 0.182
7         12         0.0  0.0     9 0.271 0.167
8         13         0.0  0.0     2 0.440 0.308
9         11         0.0  0.0     1 0.288 0.046
10        12         0.0  0.0     6 0.382 0.341

[1] "Total fpts: NA (133)"
          Lineup (77) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB    P   9700 15.85     21.783333     2.362908
2        Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4         Chris Davis  BAL   1B   4700  0.00      8.750000     7.955844
5     Jonathan Schoop  BAL   2B   3900  5.00      7.500000     6.259538
6    Cheslor Cuthbert   KC   3B   2900  0.00      5.666667     9.814955
7            JJ Hardy  BAL   SS   3200  5.00      5.090909     6.714976
8          Mike Trout  LAA   OF   5200  6.00     10.230769     4.657500
9     George Springer  HOU   OF   4700  0.00     10.769231     9.093531
10        Mark Trumbo  BAL   OF   4600 10.00      6.416667     7.204271
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 1.18    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0 0.00     6 0.336 0.077
4         12         0.0 0.00     5 0.414 0.289
5         12         0.0 0.00     7 0.342 0.214
6          3         0.0 0.00     8 0.238 0.214
7         11         0.0 0.00     8 0.257 0.128
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     1 0.376 0.367
10        12         0.0 0.00     4 0.261 0.104

[1] "Total fpts: NA (134)"
        Lineup (83) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3     Austin Romine  NYY    C   2700  5.00      7.857143     6.718843
4         Greg Bird <NA> <NA>     NA    NA           NaN           NA
5    Starlin Castro  NYY   2B   3600 20.00      8.142857     5.881616
6     Manny Machado  BAL   3B   4700  5.00      6.666667     6.596602
7  Brandon Crawford   SF   SS   3500  3.00      8.916667     6.037133
8   Jacoby Ellsbury  NYY   OF   3800  5.00      7.538462     5.157767
9       Aaron Judge  NYY   OF   3800 21.00      9.833333     9.824213
10  Corey Dickerson   TB   OF   3300 14.00      8.363636     6.391756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7         0.0  0.0     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5         14         0.0  0.0     5 0.401 0.164
6         12         0.0  0.0     3 0.277 0.182
7         12         0.0  0.0     5 0.347 0.231
8         13         0.0  0.0     4 0.359 0.102
9         12         0.0  0.0     6 0.382 0.341
10        11         0.0  0.0     1 0.397 0.259

[1] "Total fpts: NA (135)"
         Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2       Trevor Bauer <NA>  <NA>     NA    NA      9.900000     6.576093
3       Brian McCann  HOU     C   3500  3.00      9.125000     5.617257
4      Matt Holliday  NYY 1B/OF   4000  7.00      7.250000     7.955844
5     Starlin Castro  NYY    2B   3600 20.00      8.142857     5.881616
6      Chase Headley  NYY    3B   3400 16.00     10.615385     6.862197
7  Andrelton Simmons  LAA    SS   3000  2.00      6.666667     6.035250
8    Jacoby Ellsbury  NYY    OF   3800  5.00      7.538462     5.157767
9        Aaron Judge  NYY    OF   3800 21.00      9.833333     9.824213
10      Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          8         0.0  0.0     4 0.392 0.206
4         12         0.0  0.0     3 0.355 0.195
5         14         0.0  0.0     5 0.401 0.164
6         13         0.0  0.0     2 0.491 0.205
7         12         0.0  0.0     6 0.339 0.140
8         13         0.0  0.0     4 0.359 0.102
9         12         0.0  0.0     6 0.382 0.341
10        10         0.0  0.0     2 0.300 0.050

[1] "Total fpts: NA (136)"
        Lineup (88) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2      Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3       Evan Gattis  HOU    C   4000  8.00      5.714286     6.600866
4      Tommy Joseph  PHI   1B   3500  0.00      4.555556     4.558265
5     Daniel Murphy  WSH   2B   4100  6.00      8.600000    11.226952
6     Maikel Franco  PHI   3B   3800  2.00      7.600000     7.260242
7  Asdrubal Cabrera  NYM   SS   3500  7.00      8.153846     8.697185
8    Odubel Herrera  PHI   OF   3600  5.00      7.666667     5.074446
9  Michael Saunders  PHI   OF   3300 10.00      7.250000     8.293715
10    Aaron Altherr  PHI   OF   3200 11.00      5.000000     2.828427
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7         0.0  0.0     5 0.353 0.080
4          9         0.0  0.0     6 0.224 0.100
5         10         0.0  0.0     4 0.416 0.228
6         10         0.0  0.0     4 0.236 0.140
7         13         0.0  0.0     2 0.307 0.133
8          9         0.0  0.0     3 0.368 0.133
9          8         0.0  0.0     5 0.270 0.089
10         2         0.0  0.0     2 0.408 0.308

[1] "Total fpts: NA (137)"
         Lineup (95) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA> <NA>     NA   NA      9.900000     6.576093
3        Evan Gattis  HOU    C   4000  8.0      5.714286     6.600866
4     Logan Morrison   TB   1B   3200  2.0      9.300000     9.475700
5        Brad Miller   TB   2B   3600  8.0      8.083333     8.764166
6      Evan Longoria   TB   3B   4100 19.0      6.571429     6.465462
7   Asdrubal Cabrera  NYM   SS   3500  7.0      8.153846     8.697185
8         Mike Trout  LAA   OF   5200  6.0     10.230769     4.657500
9       Steven Souza   TB   OF   3500 10.0      8.500000     7.881331
10   Kevin Kiermaier   TB   OF   3400 21.0      6.928571     7.108654
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7           0    0     5 0.353 0.080
4         10           0    0     6 0.379 0.217
5         12           0    0     4 0.317 0.177
6         14           0    0     3 0.295 0.146
7         13           0    0     2 0.307 0.133
8         13           0    0     2 0.440 0.308
9         14           0    0     5 0.412 0.189
10        14           0    0     2 0.299 0.069

[1] "Total fpts: NA (138)"
         Lineup (100) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Madison Bumgarner   SF    P  11700 14.7     22.016667     5.323141
2        Trevor Bauer <NA> <NA>     NA   NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.0      6.100000     5.586691
4         Chris Davis  BAL   1B   4700  0.0      8.750000     7.955844
5     Jonathan Schoop  BAL   2B   3900  5.0      7.500000     6.259538
6       Manny Machado  BAL   3B   4700  5.0      6.666667     6.596602
7       Allen Cordoba   SD   SS   2500  0.0      5.000000     0.000000
8         Mark Trumbo  BAL   OF   4600 10.0      6.416667     7.204271
9      Billy Hamilton  CIN   OF   4100  7.0      8.416667     6.828528
10        Chris Young  BOS   OF   2800  0.0      5.500000     4.696334
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10           0    0     6 0.336 0.077
4         12           0    0     5 0.414 0.289
5         12           0    0     7 0.342 0.214
6         12           0    0     3 0.277 0.182
7          2           0    0     2 0.526 0.231
8         12           0    0     4 0.261 0.104
9         12           0    0     1 0.248 0.055
10        10           0    0     7 0.304 0.044

[1] "Total fpts: NA (139)"
        Lineup (102) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA> <NA>     NA   NA      9.900000     6.576093
3     Chris Herrmann  ARI C/OF   3100  0.0      3.333333     5.773503
4   Paul Goldschmidt  ARI   1B   4900  0.0      9.533333     5.667787
5      Brandon Drury  ARI   2B   3400  3.0      5.846154     6.216191
6          Jake Lamb  ARI   3B   3900  3.0     10.928571     7.205386
7         Nick Ahmed  ARI   SS   2400  0.0      9.500000     9.146948
8       Bryce Harper  WSH   OF   4900 46.0     12.700000    12.156845
9    George Springer  HOU   OF   4700  0.0     10.769231     9.093531
10      Josh Reddick  HOU   OF   3700 33.0      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          3           0    0     6 0.190 0.000
4         15           0    0     3 0.389 0.177
5         13           0    0     5 0.290 0.083
6         14           0    0     4 0.410 0.269
7          4           0    0     7 0.376 0.211
8         10           0    0     3 0.488 0.333
9         13           0    0     1 0.376 0.367
10        10           0    0     2 0.300 0.050

[1] "Total fpts: NA (140)"
        Lineup (109) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA> <NA>     NA   NA      9.900000     6.576093
3    Travis d'Arnaud  NYM    C   2800  0.0     10.111111    14.137224
4         Lucas Duda  NYM   1B   3400  0.0     10.000000    11.421228
5        Neil Walker  NYM   2B   3400  3.0      5.307692     4.269750
6         Jose Reyes  NYM   3B   3800  2.0      2.666667     2.806918
7  Andrelton Simmons  LAA   SS   3000  2.0      6.666667     6.035250
8         Mike Trout  LAA   OF   5200  6.0     10.230769     4.657500
9       Bryce Harper  WSH   OF   4900 46.0     12.700000    12.156845
10         Jay Bruce  NYM   OF   3400 39.0      9.384615     9.613692
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          9           0    0     8 0.402 0.286
4         10           0    0     6 0.401 0.342
5         13           0    0     5 0.275 0.060
6         12           0    0     7 0.160 0.040
7         12           0    0     6 0.339 0.140
8         13           0    0     2 0.440 0.308
9         10           0    0     3 0.488 0.333
10        13           0    0     4 0.382 0.255

[1] "Total fpts: NA (141)"
        Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA>  <NA>     NA   NA      9.900000     6.576093
3     Russell Martin  TOR     C   3300  2.0      5.090909     5.146932
4    Kendrys Morales  TOR    1B   3400  2.0      7.000000     6.013873
5        Jose Altuve  HOU    2B   5100 10.0      9.384615     8.519961
6    Xander Bogaerts  BOS 3B/SS   4000  5.0      8.222222     5.517648
7    Troy Tulowitzki  TOR    SS   3600  5.0      6.461538     7.666109
8       Bryce Harper  WSH    OF   4900 46.0     12.700000    12.156845
9      Jose Bautista  TOR    OF   4200  0.0      4.461538     2.875627
10  Ezequiel Carrera  TOR    OF   2600  5.0      3.666667     3.829708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         11           0    0     6 0.261 0.114
4         13           0    0     4 0.310 0.163
5         13           0    0     3 0.370 0.074
6          9           0    0     6 0.334 0.024
7         13           0    0     5 0.299 0.143
8         10           0    0     3 0.488 0.333
9         13           0    0     3 0.229 0.043
10         6           0    0     2 0.285 0.160

[1] "Total fpts: NA (142)"
        Lineup (113) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA> <NA>     NA   NA      9.900000     6.576093
3      Austin Romine  NYY    C   2700  5.0      7.857143     6.718843
4          Greg Bird <NA> <NA>     NA   NA           NaN           NA
5        Jose Altuve  HOU   2B   5100 10.0      9.384615     8.519961
6      Chase Headley  NYY   3B   3400 16.0     10.615385     6.862197
7    Ronald Torreyes  NYY   SS   2600  5.0      6.000000     6.353238
8         Mike Trout  LAA   OF   5200  6.0     10.230769     4.657500
9      Brett Gardner  NYY   OF   3900  7.0      8.181818     7.884392
10      Josh Reddick  HOU   OF   3700 33.0      5.500000     5.986095
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7           0    0     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5         13           0    0     3 0.370 0.074
6         13           0    0     2 0.491 0.205
7         12           0    0     9 0.271 0.167
8         13           0    0     2 0.440 0.308
9         11           0    0     1 0.288 0.046
10        10           0    0     2 0.300 0.050

[1] "Total fpts: NA (143)"
        Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF     P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB     P   9700 15.85     21.783333     2.362908
3      Austin Romine  NYY     C   2700  5.00      7.857143     6.718843
4          Greg Bird <NA>  <NA>     NA    NA           NaN           NA
5     Starlin Castro  NYY    2B   3600 20.00      8.142857     5.881616
6         Cody Asche  CWS 3B/OF   2600  0.00      3.200000     3.271085
7  Andrelton Simmons  LAA    SS   3000  2.00      6.666667     6.035250
8         Mike Trout  LAA    OF   5200  6.00     10.230769     4.657500
9    Jacoby Ellsbury  NYY    OF   3800  5.00      7.538462     5.157767
10       Aaron Judge  NYY    OF   3800 21.00      9.833333     9.824213
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5         14         0.0 0.00     5 0.401 0.164
6          5         0.0 0.00     6 0.143 0.000
7         12         0.0 0.00     6 0.339 0.140
8         13         0.0 0.00     2 0.440 0.308
9         13         0.0 0.00     4 0.359 0.102
10        12         0.0 0.00     6 0.382 0.341

[1] "Total fpts: NA (144)"
         Lineup (117) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2        Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4         Eric Hosmer   KC   1B   3500  7.00      4.636364     4.225464
5         Jose Altuve  HOU   2B   5100 10.00      9.384615     8.519961
6      Mike Moustakas   KC   3B   3400  8.00      9.888889     6.679155
7    Asdrubal Cabrera  NYM   SS   3500  7.00      8.153846     8.697185
8        Lorenzo Cain   KC   OF   3600 10.00      8.727273     4.961671
9         Alex Gordon   KC   OF   3300  3.00      5.454545     4.321195
10      Paulo Orlando   KC   OF   2800 13.00      1.888889     2.619372
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0  0.0     6 0.336 0.077
4         11         0.0  0.0     4 0.239 0.060
5         13         0.0  0.0     3 0.370 0.074
6          9         0.0  0.0     2 0.403 0.348
7         13         0.0  0.0     2 0.307 0.133
8         11         0.0  0.0     3 0.411 0.044
9         11         0.0  0.0     1 0.240 0.058
10         9         0.0  0.0     9 0.142 0.000

[1] "Total fpts: NA (145)"
         Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  13800 32.15     26.333333    11.822049
2        Trevor Bauer <NA>  <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL     C   3800  5.00      6.100000     5.586691
4          Jose Abreu  CWS    1B   4200 15.00      3.000000     4.422166
5     Cesar Hernandez  PHI    2B   3100  5.00     13.300000     8.769265
6      Tyler Saladino  CWS 3B/SS   3400  0.00      4.714286     5.589105
7        Tim Anderson  CWS    SS   3600  7.00      5.000000     4.949747
8       Melky Cabrera  CWS    OF   3900  3.00      5.571429     4.314979
9        Josh Reddick  HOU    OF   3700 33.00      5.500000     5.986095
10     Avisail Garcia  CWS    OF   3300  4.00     12.500000     9.980537
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0  0.0     6 0.336 0.077
4         10         0.0  0.0     4 0.180 0.020
5         10         0.0  0.0     1 0.415 0.241
6          7         0.0  0.0     1 0.307 0.059
7          9         0.0  0.0     2 0.190 0.059
8          7         0.0  0.0     3 0.315 0.105
9         10         0.0  0.0     2 0.300 0.050
10        10         0.0  0.0     5 0.497 0.240

[1] "Total fpts: NA (146)"
        Lineup (121) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD    P  13800 32.15     26.333333    11.822049
2       Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3      Austin Hedges   SD    C   2700  0.00      5.090909     8.067894
4          Wil Myers   SD   1B   4400  3.00      9.461538     9.350716
5  Yangervis Solarte   SD   2B   3400  2.00      5.307692     7.099115
6       Ryan Schimpf   SD   3B   3500  0.00      6.833333     7.541803
7  Andrelton Simmons  LAA   SS   3000  2.00      6.666667     6.035250
8    George Springer  HOU   OF   4700  0.00     10.769231     9.093531
9     Billy Hamilton  CIN   OF   4100  7.00      8.416667     6.828528
10    Hunter Renfroe   SD   OF   3200  0.00      5.923077     6.885511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.1  0.7    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         11         0.0  0.0     7 0.241 0.195
4         13         0.0  0.0     3 0.429 0.295
5         13         0.0  0.0     4 0.286 0.143
6         12         0.0  0.0     5 0.329 0.231
7         12         0.0  0.0     6 0.339 0.140
8         13         0.0  0.0     1 0.376 0.367
9         12         0.0  0.0     1 0.248 0.055
10        13         0.0  0.0     6 0.294 0.186

[1] "Total fpts: NA (147)"
        Lineup (123) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.7     22.016667     5.323141
2       Trevor Bauer <NA> <NA>     NA   NA      9.900000     6.576093
3        Evan Gattis  HOU    C   4000  8.0      5.714286     6.600866
4          Wil Myers   SD   1B   4400  3.0      9.461538     9.350716
5  Yangervis Solarte   SD   2B   3400  2.0      5.307692     7.099115
6       Ryan Schimpf   SD   3B   3500  0.0      6.833333     7.541803
7      Allen Cordoba   SD   SS   2500  0.0      5.000000     0.000000
8         Mike Trout  LAA   OF   5200  6.0     10.230769     4.657500
9    George Springer  HOU   OF   4700  0.0     10.769231     9.093531
10  Travis Jankowski   SD   OF   2900  3.0      3.900000     3.634709
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7    1    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3          7           0    0     5 0.353 0.080
4         13           0    0     3 0.429 0.295
5         13           0    0     4 0.286 0.143
6         12           0    0     5 0.329 0.231
7          2           0    0     2 0.526 0.231
8         13           0    0     2 0.440 0.308
9         13           0    0     1 0.376 0.367
10        10           0    0     1 0.234 0.026

[1] "Total fpts: NA (148)"
        Lineup (133) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.70     22.016667     5.323141
2       Chris Archer   TB    P   9700 15.85     21.783333     2.362908
3      Austin Romine  NYY    C   2700  5.00      7.857143     6.718843
4          Greg Bird <NA> <NA>     NA    NA           NaN           NA
5    Cesar Hernandez  PHI   2B   3100  5.00     13.300000     8.769265
6       Alex Bregman  HOU   3B   4100  9.00      5.833333     5.006057
7    Ronald Torreyes  NYY   SS   2600  5.00      6.000000     6.353238
8    George Springer  HOU   OF   4700  0.00     10.769231     9.093531
9      Brett Gardner  NYY   OF   3900  7.00      8.181818     7.884392
10       Aaron Judge  NYY   OF   3800 21.00      9.833333     9.824213
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         6.8 1.18    NA 0.000 0.000
3          7         0.0 0.00     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5         10         0.0 0.00     1 0.415 0.241
6         12         0.0 0.00     6 0.306 0.041
7         12         0.0 0.00     9 0.271 0.167
8         13         0.0 0.00     1 0.376 0.367
9         11         0.0 0.00     1 0.288 0.046
10        12         0.0 0.00     6 0.382 0.341

[1] "Total fpts: NA (149)"
        Lineup (149) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Madison Bumgarner   SF    P  11700 14.7     22.016667     5.323141
2       Zack Greinke  ARI    P   8700 24.4     13.033333    12.333322
3      Austin Romine  NYY    C   2700  5.0      7.857143     6.718843
4          Greg Bird <NA> <NA>     NA   NA           NaN           NA
5     Starlin Castro  NYY   2B   3600 20.0      8.142857     5.881616
6      Manny Machado  BAL   3B   4700  5.0      6.666667     6.596602
7    Ronald Torreyes  NYY   SS   2600  5.0      6.000000     6.353238
8       Bryce Harper  WSH   OF   4900 46.0     12.700000    12.156845
9        Aaron Judge  NYY   OF   3800 21.0      9.833333     9.824213
10        Adam Eaton  WSH   OF   3700 21.0     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         7.0 1.00    NA 0.000 0.000
2          3         5.6 1.44    NA 0.000 0.000
3          7         0.0 0.00     8 0.407 0.208
4          0          NA   NA    NA    NA    NA
5         14         0.0 0.00     5 0.401 0.164
6         12         0.0 0.00     3 0.277 0.182
7         12         0.0 0.00     9 0.271 0.167
8         10         0.0 0.00     3 0.488 0.333
9         12         0.0 0.00     6 0.382 0.341
10         9         0.0 0.00     1 0.399 0.170

[1] "Total fpts: NA (150)"
         Lineup (150) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Masahiro Tanaka  NYY    P   9000 24.95      6.033333    13.141569
2        Trevor Bauer <NA> <NA>     NA    NA      9.900000     6.576093
3  Welington Castillo  BAL    C   3800  5.00      6.100000     5.586691
4      Ryan Zimmerman  WSH   1B   3100 26.00      8.875000     7.881941
5       Daniel Murphy  WSH   2B   4100  6.00      8.600000    11.226952
6      Anthony Rendon  WSH   3B   3600 11.00      3.750000     3.955105
7        Corey Seager  LAD   SS   4300  5.00      8.076923     8.281118
8        Bryce Harper  WSH   OF   4900 46.00     12.700000    12.156845
9          Adam Jones  BAL   OF   4400  5.00      8.833333     5.654175
10         Adam Eaton  WSH   OF   3700 21.00     10.222222     6.796650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.93    NA 0.000 0.000
2          2          NA   NA    NA    NA    NA
3         10         0.0 0.00     6 0.336 0.077
4          8         0.0 0.00     5 0.452 0.311
5         10         0.0 0.00     4 0.416 0.228
6          8         0.0 0.00     2 0.219 0.043
7         13         0.0 0.00     2 0.358 0.193
8         10         0.0 0.00     3 0.488 0.333
9         12         0.0 0.00     2 0.382 0.255
10         9         0.0 0.00     1 0.399 0.170



***********************************************************************************************
Contest 5: 2017-04-21 $33.00entry_MLB$300KFastball
***********************************************************************************************
[1] "PnL: -2830"

[1] "Total fpts: 169.6 (1)"
         Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  10800 44.25     14.775000    2.0859650
2      Trevor Cahill   SD     P   5600 27.35     17.250000    0.1414214
3  Robinson Chirinos  TEX     C   3200 30.00     10.750000   12.7377392
4      Anthony Rizzo  CHC    1B   5300 20.00      7.461538    5.1090669
5      Josh Harrison  PIT 2B/3B   3500  8.00      5.727273    3.9772078
6        Kris Bryant  CHC    3B   5200  5.00      9.384615    9.6223564
7    Addison Russell  CHC    SS   4000  7.00     10.000000    9.7700842
8     Kyle Schwarber  CHC    OF   4900 12.00      7.916667    5.6642152
9       Joc Pederson  LAD    OF   3800 12.00      5.875000    6.7915389
10     Albert Almora  CHC    OF   3600  4.00      9.600000    5.8991525
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.7 1.24    NA 0.000 0.000
3          4         0.0 0.00     6 0.408 0.308
4         13         0.0 0.00     3 0.378 0.121
5         11         0.0 0.00     2 0.328 0.087
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9          8         0.0 0.00     1 0.291 0.103
10         5         0.0 0.00     9 0.433 0.217

[1] "Total fpts: 161.05 (2)"
        Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2      Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3  Robinson Chirinos  TEX   C   3200 30.00     10.750000    12.737739
4        Mike Napoli  TEX  1B   4000  5.00      5.266667     6.146621
5       Rougned Odor  TEX  2B   4500  0.00      4.866667     5.330059
6         Joey Gallo  TEX  3B   3700 30.00      7.933333     7.787047
7       Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8     Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9        Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10  Jurickson Profar  TEX  OF   3400  4.00      4.500000     2.777460
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          4         0.0 0.00     6 0.408 0.308
4         15         0.0 0.00     4 0.242 0.133
5         15         0.0 0.00     5 0.285 0.206
6         15         0.0 0.00     8 0.321 0.264
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     5 0.387 0.273
10         8         0.0 0.00     7 0.240 0.000

[1] "Total fpts: 160.05 (3)"
      Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2   Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3     Jeff Mathis  ARI   C   2300  0.00      3.555556     5.876034
4   Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5   Brandon Drury  ARI  2B   3500 16.00      5.466667     5.841559
6       Jake Lamb  ARI  3B   4000 11.00      9.937500     7.233890
7    Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8  Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9   Yasmany Tomas  ARI  OF   3900 11.00      8.153846     8.050322
10  David Peralta  ARI  OF   3700 10.00      7.214286     8.621784
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     8 0.199 0.125
4         13         0.0 0.00     3 0.378 0.121
5         15         0.0 0.00     6 0.286 0.073
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         13         0.0 0.00     5 0.347 0.226
10        14         0.0 0.00     7 0.291 0.153

[1] "Total fpts: 153.05 (4)"
       Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2     Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3  Martin Maldonado  LAA   C   2400  7.00      4.545455     3.474583
4     Albert Pujols  LAA  1B   4000 17.00      6.384615     6.934677
5       Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6     Yunel Escobar  LAA  3B   3200  7.00      7.428571     7.500916
7      Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8        Mike Trout  LAA  OF   5300 21.00      9.928571     4.615430
9    Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
10     Kole Calhoun  LAA  OF   3700  9.00      5.538462     6.050005
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     9 0.316 0.026
4         13         0.0 0.00     4 0.231 0.113
5          9         0.0 0.00     1 0.377 0.217
6         14         0.0 0.00     1 0.330 0.088
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     3 0.443 0.317
9         12         0.0 0.00     1 0.361 0.214
10        13         0.0 0.00     2 0.297 0.103

[1] "Total fpts: 152.9 (5)"
        Lineup (17) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2        Alex Meyer  LAA     P   4700  6.65           NaN           NA
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4  Paul Goldschmidt  ARI    1B   5100 18.00      8.705882     5.860511
5     Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6         Jake Lamb  ARI    3B   4000 11.00      9.937500     7.233890
7      Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8    Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9        AJ Pollock  ARI    OF   4100 24.00      8.666667     7.441838
10    Yasmany Tomas  ARI    OF   3900 11.00      8.153846     8.050322
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         17         0.0 0.00     3 0.363 0.170
5         11         0.0 0.00     2 0.328 0.087
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.331 0.107
8         12         0.0 0.00     1 0.361 0.214
9         15         0.0 0.00     1 0.325 0.134
10        13         0.0 0.00     5 0.347 0.226

[1] "Total fpts: 149.6 (6)"
         Lineup (85) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  10800 44.25     14.775000    2.0859650
2      Trevor Cahill   SD   P   5600 27.35     17.250000    0.1414214
3       Buster Posey   SF   C   5100  5.00      7.555556    6.2271806
4       Brandon Belt   SF  1B   5000 19.00      6.714286    5.7032861
5        Kolten Wong  STL  2B   3400 14.00      5.400000    5.3789714
6      Eduardo Nunez   SF  3B   5000 19.00      7.000000    7.5955453
7   Brandon Crawford   SF  SS   4700  3.00      8.461538    6.0085409
8       Hunter Pence   SF  OF   5300  5.00      7.466667    5.8659632
9  Guillermo Heredia  SEA  OF   2600  8.00      6.750000   11.5866302
10        Matt Joyce  OAK  OF   2400  5.00      4.444444    6.6164777
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.7 1.24    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     2 0.344 0.237
5         10         0.0 0.00     8 0.280 0.180
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9          4         0.0 0.00     1 0.332 0.214
10         9         0.0 0.00     7 0.203 0.100

[1] "Total fpts: 148.95 (7)"
        Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2     Jose Quintana  CWS     P   7700 14.70     12.500000    11.525841
3   Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4  Paul Goldschmidt  ARI    1B   5100 18.00      8.705882     5.860511
5     Brandon Drury  ARI    2B   3500 16.00      5.466667     5.841559
6         Jake Lamb  ARI    3B   4000 11.00      9.937500     7.233890
7      Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8       Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
9     Yasmany Tomas  ARI    OF   3900 11.00      8.153846     8.050322
10     Joc Pederson  LAD    OF   3800 12.00      5.875000     6.791539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         17         0.0 0.00     3 0.363 0.170
5         15         0.0 0.00     6 0.286 0.073
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.331 0.107
8         14         0.0 0.00     5 0.387 0.273
9         13         0.0 0.00     5 0.347 0.226
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 140.9 (8)"
        Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2        Alex Meyer  LAA   P   4700  6.65           NaN           NA
3      Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4     Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5   Cesar Hernandez  PHI  2B   3400 15.00     11.666667     8.824896
6     Maikel Franco  PHI  3B   4200  4.00      8.416667     8.173776
7      Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8    Odubel Herrera  PHI  OF   4000  3.00      7.363636     4.610265
9  Michael Saunders  PHI  OF   3600  7.00      7.555556     7.812028
10    Aaron Altherr  PHI  OF   3500 12.00      9.000000     5.163978
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     3 0.378 0.121
5         12         0.0 0.00     1 0.367 0.209
6         12         0.0 0.00     4 0.264 0.190
7         14         0.0 0.00     2 0.350 0.180
8         11         0.0 0.00     3 0.341 0.113
9          9         0.0 0.00     5 0.293 0.082
10         4         0.0 0.00     2 0.413 0.238

[1] "Total fpts: 136.9 (9)"
      Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2      Alex Meyer  LAA   P   4700  6.65           NaN           NA
3    Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4      Joey Votto  CIN  1B   4600  2.00      9.000000     7.121396
5     Jose Peraza  CIN  2B   3600  7.00      6.923077     7.931599
6  Eugenio Suarez  CIN  3B   3400 12.00     10.153846     9.026315
7    Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8  Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9     Adam Duvall  CIN  OF   4000 19.00      8.285714    10.072266
10 Billy Hamilton  CIN  OF   3900  5.00      7.714286     6.672891
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         15         0.0 0.00     3 0.360 0.310
5         13         0.0 0.00     2 0.237 0.050
6         13         0.0 0.00     5 0.440 0.294
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     4 0.340 0.263
10        14         0.0 0.00     1 0.229 0.048

[1] "Total fpts: 135.35 (10)"
        Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2      Tyler Glasnow  PIT     P   6600 13.10      1.100000    15.202796
3  Robinson Chirinos  TEX     C   3200 30.00     10.750000    12.737739
4        Mike Napoli  TEX    1B   4000  5.00      5.266667     6.146621
5       Rougned Odor  TEX    2B   4500  0.00      4.866667     5.330059
6      Eduardo Nunez   SF    3B   5000 19.00      7.000000     7.595545
7       Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8      Shin-Soo Choo  TEX    OF   4400  9.00      6.666667     8.127768
9        Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
10      Nomar Mazara  TEX    OF   3800  2.00     10.133333    10.294705
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3          4         0.0 0.00     6 0.408 0.308
4         15         0.0 0.00     4 0.242 0.133
5         15         0.0 0.00     5 0.285 0.206
6         14         0.0 0.00     6 0.287 0.036
7         14         0.0 0.00     2 0.331 0.107
8         12         0.0 0.00     2 0.312 0.089
9         14         0.0 0.00     5 0.387 0.273
10        15         0.0 0.00     3 0.355 0.224

[1] "Total fpts: 133.9 (11)"
          Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2          Alex Meyer  LAA     P   4700  6.65           NaN           NA
3  Francisco Cervelli  PIT     C   3000  0.00      5.700000     3.433495
4       Anthony Rizzo  CHC    1B   5300 20.00      7.461538     5.109067
5       Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6        David Freese  PIT    3B   3000 10.00      5.727273     5.293220
7        Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8      Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9    Andrew McCutchen  PIT    OF   4300  5.00      6.307692     6.005340
10    Gregory Polanco  PIT    OF   4200  4.00      7.111111     8.115486
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     6 0.321 0.208
4         13         0.0 0.00     3 0.378 0.121
5         11         0.0 0.00     2 0.328 0.087
6         11         0.0 0.00     5 0.432 0.209
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         13         0.0 0.00     3 0.315 0.170
10         9         0.0 0.00     4 0.288 0.068

[1] "Total fpts: 130.05 (12)"
         Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2      Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3  Willson Contreras  CHC   C   4000  0.00      6.500000     6.186904
4      Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5        Javier Baez  CHC  2B   4200 21.00      4.500000     4.743416
6      Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7    Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8        Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
9      Jason Heyward  CHC  OF   3700 14.00      6.181818     3.995452
10      Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         10         0.0 0.00     6 0.314 0.143
4         13         0.0 0.00     3 0.378 0.121
5         10         0.0 0.00     7 0.241 0.077
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     4 0.325 0.220
8         14         0.0 0.00     5 0.387 0.273
9         11         0.0 0.00     5 0.310 0.039
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 129.4 (13)"
       Lineup (83) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2  Adam Wainwright  STL   P   6000 25.65      5.583333     9.728095
3     Brian McCann  HOU   C   3100 15.00      8.444444     5.637178
4    Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5      Kolten Wong  STL  2B   3400 14.00      5.400000     5.378971
6      Kris Bryant  CHC  3B   5200  5.00      9.384615     9.622356
7  Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8   Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9     Joc Pederson  LAD  OF   3800 12.00      5.875000     6.791539
10   Jason Heyward  CHC  OF   3700 14.00      6.181818     3.995452
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          3         3.4 2.20    NA 0.000 0.000
3          9         0.0 0.00     7 0.355 0.171
4         13         0.0 0.00     3 0.378 0.121
5         10         0.0 0.00     8 0.280 0.180
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9          8         0.0 0.00     1 0.291 0.103
10        11         0.0 0.00     5 0.310 0.039

[1] "Total fpts: 129.05 (14)"
        Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2     Drew Pomeranz  BOS     P   6700 11.80     20.025000     6.328606
3    Salvador Perez   KC     C   3600  0.00      7.538462     6.345804
4       Eric Hosmer   KC    1B   4100  5.00      4.769231     3.919053
5   Whit Merrifield   KC 2B/OF   3700 13.00     10.500000    14.849242
6  Cheslor Cuthbert   KC    3B   3500  5.00      4.250000     8.500000
7      Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8    Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9      Lorenzo Cain   KC    OF   4200  9.00      8.923077     4.554513
10     Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         13         0.0 0.00     4 0.351 0.276
4         13         0.0 0.00     3 0.248 0.070
5          2         0.0 0.00     6 0.477 0.429
6          4         0.0 0.00     5 0.198 0.177
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         13         0.0 0.00     2 0.398 0.057
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 128.35 (15)"
        Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2      Tyler Glasnow  PIT     P   6600 13.10      1.100000    15.202796
3  Willson Contreras  CHC     C   4000  0.00      6.500000     6.186904
4      Anthony Rizzo  CHC    1B   5300 20.00      7.461538     5.109067
5      Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6        Kris Bryant  CHC    3B   5200  5.00      9.384615     9.622356
7    Addison Russell  CHC    SS   4000  7.00     10.000000     9.770084
8        Nelson Cruz  SEA    OF   4200 12.00      6.937500     5.347507
9      Jason Heyward  CHC    OF   3700 14.00      6.181818     3.995452
10        Matt Joyce  OAK    OF   2400  5.00      4.444444     6.616478
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3         10         0.0 0.00     6 0.314 0.143
4         13         0.0 0.00     3 0.378 0.121
5         11         0.0 0.00     2 0.328 0.087
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         16         0.0 0.00     4 0.322 0.159
9         11         0.0 0.00     5 0.310 0.039
10         9         0.0 0.00     7 0.203 0.100

[1] "Total fpts: 127.95 (16)"
      Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2   Jose Quintana  CWS     P   7700 14.70     12.500000    11.525841
3    Brian McCann  HOU     C   3100 15.00      8.444444     5.637178
4   Anthony Rizzo  CHC    1B   5300 20.00      7.461538     5.109067
5     Jose Altuve  HOU    2B   4500  3.00      9.428571     8.187366
6    Alex Bregman  HOU 3B/SS   3700  5.00      6.076923     4.872739
7   Carlos Correa  HOU    SS   4400  2.00      4.909091     3.113023
8     Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
9  Carlos Beltran  HOU    OF   3500 19.00      5.333333     4.376244
10   Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3          9         0.0 0.00     7 0.355 0.171
4         13         0.0 0.00     3 0.378 0.121
5         14         0.0 0.00     3 0.346 0.066
6         13         0.0 0.00     6 0.322 0.073
7         11         0.0 0.00     4 0.282 0.061
8         14         0.0 0.00     5 0.387 0.273
9         12         0.0 0.00     5 0.284 0.103
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 127.9 (17)"
       Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3     Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4  Freddie Freeman  ATL  1B   4600 14.00     13.071429    13.657707
5      Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6    Adonis Garcia  ATL  3B   3400 19.00      4.071429     4.514324
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8        Matt Kemp  ATL  OF   4100  0.00     13.500000    13.178265
9   Ender Inciarte  ATL  OF   3800 12.00      7.714286     9.449693
10   Nick Markakis  ATL  OF   3600  3.00      7.142857     4.347539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     3 0.552 0.444
5          9         0.0 0.00     1 0.377 0.217
6         14         0.0 0.00     2 0.209 0.070
7         14         0.0 0.00     2 0.350 0.180
8          4         0.0 0.00     4 0.542 0.500
9         14         0.0 0.00     1 0.301 0.203
10        14         0.0 0.00     5 0.364 0.161

[1] "Total fpts: 127.9 (18)"
     Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2      Alex Meyer  LAA   P   4700  6.65           NaN           NA
3    Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4   Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5   Daniel Murphy  WSH  2B   4000  2.00      8.363636    10.679632
6  Anthony Rendon  WSH  3B   3500  7.00      4.600000     4.168666
7     Wilmer Difo  WSH  SS   2400  6.00      4.857143     4.598136
8    Bryce Harper  WSH  OF   5200 25.00     15.000000    14.795577
9  Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
10     Adam Eaton  WSH  OF   3700  0.00     10.272727     7.682329
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     3 0.378 0.121
5         11         0.0 0.00     4 0.399 0.213
6         10         0.0 0.00     5 0.254 0.036
7          7         0.0 0.00     2 0.255 0.029
8         12         0.0 0.00     3 0.546 0.418
9         12         0.0 0.00     1 0.361 0.214
10        11         0.0 0.00     1 0.377 0.143

[1] "Total fpts: 127.05 (19)"
         Lineup (64) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2      Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3       Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4     Matt Carpenter  STL  1B   4700  7.00      6.666667     5.694229
5      Robinson Cano  SEA  2B   4100  0.00      7.562500     7.676534
6        Kyle Seager  SEA  3B   3800  5.00      5.937500     4.999583
7       Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8        Nelson Cruz  SEA  OF   4200 12.00      6.937500     5.347507
9      Mitch Haniger  SEA  OF   3400 10.00     12.000000     7.483315
10 Guillermo Heredia  SEA  OF   2600  8.00      6.750000    11.586630
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         12         0.0 0.00     3 0.330 0.133
5         16         0.0 0.00     3 0.319 0.152
6         16         0.0 0.00     5 0.300 0.070
7         14         0.0 0.00     2 0.350 0.180
8         16         0.0 0.00     4 0.322 0.159
9         16         0.0 0.00     2 0.421 0.258
10         4         0.0 0.00     1 0.332 0.214

[1] "Total fpts: 125.9 (20)"
         Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2         Alex Meyer  LAA     P   4700  6.65           NaN           NA
3       Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4        Justin Bour  MIA    1B   3200  3.00      5.538462     5.853993
5       Martin Prado  MIA 2B/3B   3400  6.00      4.500000     2.121320
6      Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7       Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8  Giancarlo Stanton  MIA    OF   4700 16.00      9.000000    10.295630
9   Christian Yelich  MIA    OF   4400  0.00     10.785714     8.377429
10     Marcell Ozuna  MIA    OF   3600 14.00     11.142857    11.508239
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     5 0.265 0.148
5          2         0.0 0.00     2 0.338 0.000
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         13         0.0 0.00     4 0.366 0.232
9         14         0.0 0.00     3 0.345 0.185
10        14         0.0 0.00     6 0.418 0.271

[1] "Total fpts: 122.9 (21)"
        Lineup (8) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4    Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5      Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6      Kris Bryant  CHC  3B   5200  5.00      9.384615     9.622356
7  Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8   Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9    Jason Heyward  CHC  OF   3700 14.00      6.181818     3.995452
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     3 0.378 0.121
5          9         0.0 0.00     1 0.377 0.217
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9         11         0.0 0.00     5 0.310 0.039
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 122.9 (22)"
         Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2          Alex Meyer  LAA     P   4700  6.65           NaN           NA
3  Welington Castillo  BAL     C   3600  0.00      6.000000     5.310367
4         Chris Davis  BAL    1B   4500  3.00      7.500000     7.978336
5       Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6       Manny Machado  BAL    3B   4600 17.00      6.285714     6.157279
7        Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8      Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9         Mark Trumbo  BAL    OF   4400  3.00      6.714286     6.695907
10         Adam Jones  BAL    OF   4300  5.00      7.928571     5.770806
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     6 0.334 0.093
4         14         0.0 0.00     5 0.357 0.245
5         11         0.0 0.00     2 0.328 0.087
6         14         0.0 0.00     3 0.270 0.157
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     4 0.290 0.109
10        14         0.0 0.00     2 0.358 0.222

[1] "Total fpts: 121.55 (23)"
       Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET     P  10300  5.85      6.275000    20.470741
2     Jose Quintana  CWS     P   7700 14.70     12.500000    11.525841
3      James McCann  DET     C   2900 16.00      3.666667     6.501282
4  Paul Goldschmidt  ARI    1B   5100 18.00      8.705882     5.860511
5   Jonathan Villar  MIL    2B   4500  6.00      8.000000     9.531901
6         Jake Lamb  ARI    3B   4000 11.00      9.937500     7.233890
7      Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8        AJ Pollock  ARI    OF   4100 24.00      8.666667     7.441838
9     Yasmany Tomas  ARI    OF   3900 11.00      8.153846     8.050322
10     Josh Reddick  HOU    OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3          6         0.0 0.00     7 0.299 0.265
4         17         0.0 0.00     3 0.363 0.170
5         15         0.0 0.00     1 0.234 0.159
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.331 0.107
8         15         0.0 0.00     1 0.325 0.134
9         13         0.0 0.00     5 0.347 0.226
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 121.2 (24)"
        Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET   P  10300  5.85      6.275000   20.4707413
2     Trevor Cahill   SD   P   5600 27.35     17.250000    0.1414214
3       Jeff Mathis  ARI   C   2300  0.00      3.555556    5.8760342
4     Anthony Rizzo  CHC  1B   5300 20.00      7.461538    5.1090669
5   Jonathan Villar  MIL  2B   4500  6.00      8.000000    9.5319013
6       Kris Bryant  CHC  3B   5200  5.00      9.384615    9.6223564
7   Addison Russell  CHC  SS   4000  7.00     10.000000    9.7700842
8    Kyle Schwarber  CHC  OF   4900 12.00      7.916667    5.6642152
9        AJ Pollock  ARI  OF   4100 24.00      8.666667    7.4418380
10    Jason Heyward  CHC  OF   3700 14.00      6.181818    3.9954520
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         5.7 1.24    NA 0.000 0.000
3          9         0.0 0.00     8 0.199 0.125
4         13         0.0 0.00     3 0.378 0.121
5         15         0.0 0.00     1 0.234 0.159
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9         15         0.0 0.00     1 0.325 0.134
10        11         0.0 0.00     5 0.310 0.039

[1] "Total fpts: 121.1 (25)"
         Lineup (37) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300 22.4     11.166667     7.250919
2      Jose Quintana  CWS   P   7700 14.7     12.500000    11.525841
3  Robinson Chirinos  TEX   C   3200 30.0     10.750000    12.737739
4    Adrian Gonzalez  LAD  1B   3900  0.0      6.000000     4.089899
5    Jonathan Villar  MIL  2B   4500  6.0      8.000000     9.531901
6      Justin Turner  LAD  3B   3700  7.0      8.750000     5.879471
7       Corey Seager  LAD  SS   4600 24.0      7.857143     7.998626
8       Hunter Pence   SF  OF   5300  5.0      7.466667     5.865963
9        Yasiel Puig  LAD  OF   3900  0.0      7.142857     8.899932
10      Joc Pederson  LAD  OF   3800 12.0      5.875000     6.791539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.22    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3          4         0.0 0.00     6 0.408 0.308
4         12         0.0 0.00     4 0.312 0.039
5         15         0.0 0.00     1 0.234 0.159
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         15         0.0 0.00     3 0.332 0.113
9         14         0.0 0.00     5 0.387 0.273
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 121.1 (26)"
         Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2   Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
3  Robinson Chirinos  TEX   C   3200 30.00     10.750000    12.737739
4        Mike Napoli  TEX  1B   4000  5.00      5.266667     6.146621
5       Rougned Odor  TEX  2B   4500  0.00      4.866667     5.330059
6      Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7       Jordy Mercer  PIT  SS   3000 18.00      4.250000     3.387812
8       Nomar Mazara  TEX  OF   3800  2.00     10.133333    10.294705
9   Jurickson Profar  TEX  OF   3400  4.00      4.500000     2.777460
10      Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.8 1.44    NA 0.000 0.000
3          4         0.0 0.00     6 0.408 0.308
4         15         0.0 0.00     4 0.242 0.133
5         15         0.0 0.00     5 0.285 0.206
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     1 0.251 0.019
8         15         0.0 0.00     3 0.355 0.224
9          8         0.0 0.00     7 0.240 0.000
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 121.05 (27)"
        Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2     Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3     Tyler Flowers  ATL   C   3000  2.00      6.857143     3.579040
4   Freddie Freeman  ATL  1B   4600 14.00     13.071429    13.657707
5  Brandon Phillips  ATL  2B   3500  3.00      8.928571     8.071453
6     Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7      Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8    Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9         Matt Kemp  ATL  OF   4100  0.00     13.500000    13.178265
10    Nick Markakis  ATL  OF   3600  3.00      7.142857     4.347539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          7         0.0 0.00     7 0.423 0.037
4         14         0.0 0.00     3 0.552 0.444
5         14         0.0 0.00     6 0.362 0.121
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9          4         0.0 0.00     4 0.542 0.500
10        14         0.0 0.00     5 0.364 0.161

[1] "Total fpts: 118.9 (28)"
       Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4    Mark Reynolds  COL  1B   4300 14.00      9.076923     8.056690
5      DJ LeMahieu  COL  2B   4400  2.00      6.384615     6.357915
6    Nolan Arenado  COL  3B   5300  0.00     11.071429     9.595386
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8  Carlos Gonzalez  COL  OF   5000  7.00      3.692308     4.210792
9    Gerardo Parra  COL  OF   3900  7.00      7.444444     6.984109
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     5 0.381 0.273
5         13         0.0 0.00     2 0.341 0.123
6         14         0.0 0.00     3 0.490 0.407
7         14         0.0 0.00     2 0.350 0.180
8         13         0.0 0.00     4 0.214 0.123
9          9         0.0 0.00     6 0.325 0.100
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 118.1 (29)"
       Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2  Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
3      James McCann  DET   C   2900 16.00      3.666667     6.501282
4   Victor Martinez  DET  1B   3700  5.00      4.100000     2.846050
5        Dee Gordon  MIA  2B   4300  0.00      8.153846     5.030675
6     Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7      Jordy Mercer  PIT  SS   3000 18.00      4.250000     3.387812
8      Justin Upton  DET  OF   4200  7.00      8.250000     9.528154
9      JaCoby Jones  DET  OF   2900  0.00      4.500000     6.220932
10    Mikie Mahtook  DET  OF   2800  3.00      1.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.8 1.44    NA 0.000 0.000
3          6         0.0 0.00     7 0.299 0.265
4         10         0.0 0.00     4 0.238 0.000
5         13         0.0 0.00     1 0.310 0.045
6         14         0.0 0.00     6 0.287 0.036
7         12         0.0 0.00     1 0.251 0.019
8          8         0.0 0.00     5 0.371 0.222
9          6         0.0 0.00     8 0.258 0.167
10         2         0.0 0.00     6 0.212 0.067

[1] "Total fpts: 117.95 (30)"
         Lineup (5) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2     Jose Quintana  CWS     P   7700 14.70     12.500000    11.525841
3   Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4   Adrian Gonzalez  LAD    1B   3900  0.00      6.000000     4.089899
5     Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6     Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7      Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8  Christian Yelich  MIA    OF   4400  0.00     10.785714     8.377429
9       Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
10    Yasmany Tomas  ARI    OF   3900 11.00      8.153846     8.050322
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         11         0.0 0.00     2 0.328 0.087
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     3 0.345 0.185
9         14         0.0 0.00     5 0.387 0.273
10        13         0.0 0.00     5 0.347 0.226

[1] "Total fpts: 117.9 (31)"
       Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3     Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4    Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5      Jose Altuve  HOU  2B   4500  3.00      9.428571     8.187366
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7    Carlos Correa  HOU  SS   4400  2.00      4.909091     3.113023
8  George Springer  HOU  OF   4200  9.00     10.000000     9.198662
9   Carlos Beltran  HOU  OF   3500 19.00      5.333333     4.376244
10    Josh Reddick  HOU  OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     3 0.378 0.121
5         14         0.0 0.00     3 0.346 0.066
6         12         0.0 0.00     3 0.428 0.160
7         11         0.0 0.00     4 0.282 0.061
8         14         0.0 0.00     1 0.335 0.324
9         12         0.0 0.00     5 0.284 0.103
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 117 (32)"
      Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2      Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
3    Derek Norris   TB   C   2700  0.00      4.181818     4.854239
4  Logan Morrison   TB  1B   3200 14.00      8.636364     9.254974
5     Brad Miller   TB  2B   3600  5.00      8.076923     8.391082
6   Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7    Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8  Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9    Steven Souza   TB  OF   3500  3.00      8.600000     7.604510
10 Shane Peterson   TB  OF   2200  3.00      7.500000     3.535534
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3         6.0 1.06    NA 0.000 0.000
3         11         0.0 0.00     7 0.192 0.023
4         11         0.0 0.00     6 0.345 0.196
5         13         0.0 0.00     4 0.330 0.170
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         15         0.0 0.00     5 0.445 0.254
10         2         0.0 0.00     8 0.421 0.286

[1] "Total fpts: 115.1 (33)"
       Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2  Justin Verlander  DET     P  10300  5.85      6.275000    20.470741
3         Yan Gomes  CLE     C   2800  3.00      4.857143     4.845223
4    Carlos Santana  CLE 1B/OF   4100  4.00      8.000000     8.686458
5      Jason Kipnis  CLE    2B   4000  4.00           NaN           NA
6     Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7      Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8       Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
9     Brandon Guyer  CLE    OF   3000 16.00      2.333333     2.065591
10   Austin Jackson  CLE    OF   2800  7.00      4.666667     4.082483
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.8 1.44    NA 0.000 0.000
3          7         0.0 0.00     9 0.203 0.114
4         12         0.0 0.00     1 0.325 0.179
5          0         0.0 0.00     6 0.000 0.000
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     5 0.387 0.273
9          6         0.0 0.00     7 0.157 0.000
10         6         0.0 0.00     8 0.325 0.111

[1] "Total fpts: 115.05 (34)"
       Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2    Drew Pomeranz  BOS     P   6700 11.80     20.025000     6.328606
3  Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4   Matt Carpenter  STL    1B   4700  7.00      6.666667     5.694229
5      Jose Altuve  HOU    2B   4500  3.00      9.428571     8.187366
6     Alex Bregman  HOU 3B/SS   3700  5.00      6.076923     4.872739
7    Carlos Correa  HOU    SS   4400  2.00      4.909091     3.113023
8   Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9   Carlos Beltran  HOU    OF   3500 19.00      5.333333     4.376244
10    Josh Reddick  HOU    OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     3 0.330 0.133
5         14         0.0 0.00     3 0.346 0.066
6         13         0.0 0.00     6 0.322 0.073
7         11         0.0 0.00     4 0.282 0.061
8         12         0.0 0.00     1 0.361 0.214
9         12         0.0 0.00     5 0.284 0.103
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 113.9 (35)"
        Lineup (13) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2        Alex Meyer  LAA   P   4700  6.65           NaN           NA
3      Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4       Eric Thames  MIL  1B   3800  0.00     16.538462     8.272599
5         Joe Panik   SF  2B   4800 10.00      6.538462     5.695252
6     Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF  SS   4700  3.00      8.461538     6.008541
8    Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9      Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
10    Chris Marrero   SF  OF   2800  9.00      4.000000     6.855655
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     2 0.593 0.566
5         13         0.0 0.00     7 0.348 0.120
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         12         0.0 0.00     1 0.361 0.214
9          6         0.0 0.00     7 0.317 0.237
10         7         0.0 0.00     8 0.168 0.100

[1] "Total fpts: 113 (36)"
         Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2          Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
3  Francisco Cervelli  PIT   C   3000  0.00      5.700000     3.433495
4      Matt Carpenter  STL  1B   4700  7.00      6.666667     5.694229
5         Brad Miller   TB  2B   3600  5.00      8.076923     8.391082
6       Evan Longoria   TB  3B   4100 14.00      7.400000     7.008159
7        Jordy Mercer  PIT  SS   3000 18.00      4.250000     3.387812
8        Steven Souza   TB  OF   3500  3.00      8.600000     7.604510
9     Kevin Kiermaier   TB  OF   3400  3.00      7.866667     7.753954
10    Corey Dickerson   TB  OF   3300 14.00      8.833333     6.307763
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3         6.0 1.06    NA 0.000 0.000
3         10         0.0 0.00     6 0.321 0.208
4         12         0.0 0.00     3 0.330 0.133
5         13         0.0 0.00     4 0.330 0.170
6         15         0.0 0.00     3 0.318 0.141
7         12         0.0 0.00     1 0.251 0.019
8         15         0.0 0.00     5 0.445 0.254
9         15         0.0 0.00     2 0.356 0.123
10        12         0.0 0.00     1 0.400 0.254

[1] "Total fpts: 111.95 (37)"
      Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2    Jose Quintana  CWS   P   7700 14.70     12.500000    11.525841
3     James McCann  DET   C   2900 16.00      3.666667     6.501282
4      Eric Thames  MIL  1B   3800  0.00     16.538462     8.272599
5      Jose Altuve  HOU  2B   4500  3.00      9.428571     8.187366
6    Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7    Carlos Correa  HOU  SS   4400  2.00      4.909091     3.113023
8  George Springer  HOU  OF   4200  9.00     10.000000     9.198662
9     Josh Reddick  HOU  OF   3300  2.00      8.000000    10.049876
10  Norichika Aoki  HOU  OF   3200  2.00      6.333333     7.500000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3          6         0.0 0.00     7 0.299 0.265
4         13         0.0 0.00     2 0.593 0.566
5         14         0.0 0.00     3 0.346 0.066
6         14         0.0 0.00     6 0.287 0.036
7         11         0.0 0.00     4 0.282 0.061
8         14         0.0 0.00     1 0.335 0.324
9         11         0.0 0.00     2 0.376 0.182
10         9         0.0 0.00     9 0.335 0.118

[1] "Total fpts: 111.9 (38)"
      Lineup (90) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2      Alex Meyer  LAA   P   4700  6.65           NaN           NA
3    Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4       Joe Mauer  MIN  1B   3500  4.00      5.100000     2.183270
5    Brian Dozier  MIN  2B   4300  3.00      8.300000     5.417051
6     Miguel Sano  MIN  3B   3900  6.00     10.181818     8.897395
7    Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8  Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9      Max Kepler  MIN  OF   3600  4.00      7.818182     7.846250
10   Byron Buxton  MIN  OF   3300  3.00      2.666667     3.774917
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         10         0.0 0.00     4 0.229 0.018
5         10         0.0 0.00     1 0.287 0.138
6         11         0.0 0.00     3 0.417 0.353
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         11         0.0 0.00     2 0.372 0.200
10         9         0.0 0.00     9 0.124 0.041

[1] "Total fpts: 111.1 (39)"
       Lineup (34) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300 22.4     11.166667     7.250919
2      Sean Manaea  OAK   P   7800 22.7     14.716667     5.211126
3  Yasmani Grandal  LAD   C   3500  9.0      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.0      6.000000     4.089899
5      Jose Altuve  HOU  2B   4500  3.0      9.428571     8.187366
6    Justin Turner  LAD  3B   3700  7.0      8.750000     5.879471
7     Corey Seager  LAD  SS   4600 24.0      7.857143     7.998626
8       Mike Trout  LAA  OF   5300 21.0      9.928571     4.615430
9      Yasiel Puig  LAD  OF   3900  0.0      7.142857     8.899932
10    Josh Reddick  HOU  OF   3300  2.0      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.22    NA 0.000 0.000
2          3         5.4 1.04    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         14         0.0 0.00     3 0.346 0.066
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     3 0.443 0.317
9         14         0.0 0.00     5 0.387 0.273
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 110.9 (40)"
        Lineup (1) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3     Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5      Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8   Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10    Joc Pederson  LAD  OF   3800 12.00      5.875000     6.791539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         12         0.0 0.00     4 0.312 0.039
5          9         0.0 0.00     1 0.377 0.217
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     5 0.387 0.273
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 110.9 (41)"
       Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3     Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4      Eric Thames  MIL  1B   3800  0.00     16.538462     8.272599
5  Jonathan Villar  MIL  2B   4500  6.00      8.000000     9.531901
6      Travis Shaw  MIL  3B   3600  3.00     11.000000     9.569296
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8       Ryan Braun  MIL  OF   5000 17.00     12.142857     8.839223
9  Domingo Santana  MIL  OF   3800  0.00      8.583333     5.299371
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     2 0.593 0.566
5         15         0.0 0.00     1 0.234 0.159
6         15         0.0 0.00     4 0.387 0.381
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     3 0.430 0.327
9         12         0.0 0.00     5 0.336 0.208
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 110.05 (42)"
        Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2      Drew Pomeranz  BOS     P   6700 11.80     20.025000     6.328606
3        JT Realmuto  MIA     C   3500  3.00      7.818182     7.386720
4        Justin Bour  MIA    1B   3200  3.00      5.538462     5.853993
5        Ian Kinsler  DET    2B   4400  0.00      7.555556     6.597558
6        Kris Bryant  CHC    3B   5200  5.00      9.384615     9.622356
7       Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8  Giancarlo Stanton  MIA    OF   4700 16.00      9.000000    10.295630
9   Christian Yelich  MIA    OF   4400  0.00     10.785714     8.377429
10     Marcell Ozuna  MIA    OF   3600 14.00     11.142857    11.508239
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     7 0.422 0.208
4         13         0.0 0.00     5 0.265 0.148
5          9         0.0 0.00     1 0.377 0.217
6         13         0.0 0.00     2 0.333 0.180
7         14         0.0 0.00     2 0.331 0.107
8         13         0.0 0.00     4 0.366 0.232
9         14         0.0 0.00     3 0.345 0.185
10        14         0.0 0.00     6 0.418 0.271

[1] "Total fpts: 108.05 (43)"
        Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   7700 14.70     12.500000   11.5258405
2     Trevor Cahill   SD   P   5600 27.35     17.250000    0.1414214
3      Buster Posey   SF   C   5100  5.00      7.555556    6.2271806
4       Eric Thames  MIL  1B   3800  0.00     16.538462    8.2725992
5         Joe Panik   SF  2B   4800 10.00      6.538462    5.6952522
6     Eduardo Nunez   SF  3B   5000 19.00      7.000000    7.5955453
7  Brandon Crawford   SF  SS   4700  3.00      8.461538    6.0085409
8      Hunter Pence   SF  OF   5300  5.00      7.466667    5.8659632
9        AJ Pollock  ARI  OF   4100 24.00      8.666667    7.4418380
10      Yasiel Puig  LAD  OF   3900  0.00      7.142857    8.8999321
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.62    NA 0.000 0.000
2          2         5.7 1.24    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     2 0.593 0.566
5         13         0.0 0.00     7 0.348 0.120
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         15         0.0 0.00     1 0.325 0.134
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: 107.3 (44)"
       Lineup (86) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH     P   8000 13.6     15.900000     5.147087
2      Sean Manaea  OAK     P   7800 22.7     14.716667     5.211126
3     Brian McCann  HOU     C   3100 15.0      8.444444     5.637178
4  Adrian Gonzalez  LAD    1B   3900  0.0      6.000000     4.089899
5    Josh Harrison  PIT 2B/3B   3500  8.0      5.727273     3.977208
6    Justin Turner  LAD    3B   3700  7.0      8.750000     5.879471
7     Corey Seager  LAD    SS   4600 24.0      7.857143     7.998626
8     Mookie Betts  BOS    OF   5400  5.0      8.000000     8.876936
9      Yasiel Puig  LAD    OF   3900  0.0      7.142857     8.899932
10    Joc Pederson  LAD    OF   3800 12.0      5.875000     6.791539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 0.89    NA 0.000 0.000
2          3         5.4 1.04    NA 0.000 0.000
3          9         0.0 0.00     7 0.355 0.171
4         12         0.0 0.00     4 0.312 0.039
5         11         0.0 0.00     2 0.328 0.087
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         11         0.0 0.00     3 0.389 0.132
9         14         0.0 0.00     5 0.387 0.273
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 105.9 (45)"
     Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2     Alex Meyer  LAA   P   4700  6.65           NaN           NA
3   Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4    Mike Napoli  TEX  1B   4000  5.00      5.266667     6.146621
5   Rougned Odor  TEX  2B   4500  0.00      4.866667     5.330059
6  Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7   Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8  Shin-Soo Choo  TEX  OF   4400  9.00      6.666667     8.127768
9   Carlos Gomez  TEX  OF   4000  3.00      6.200000     7.408489
10  Nomar Mazara  TEX  OF   3800  2.00     10.133333    10.294705
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         15         0.0 0.00     4 0.242 0.133
5         15         0.0 0.00     5 0.285 0.206
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     2 0.312 0.089
9         15         0.0 0.00     1 0.285 0.206
10        15         0.0 0.00     3 0.355 0.224

[1] "Total fpts: 105.65 (46)"
        Lineup (60) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
2     Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3      Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4     Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5       Brad Miller   TB  2B   3600  5.00      8.076923     8.391082
6     Evan Longoria   TB  3B   4100 14.00      7.400000     7.008159
7      Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8      Steven Souza   TB  OF   3500  3.00      8.600000     7.604510
9   Kevin Kiermaier   TB  OF   3400  3.00      7.866667     7.753954
10  Corey Dickerson   TB  OF   3300 14.00      8.833333     6.307763
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     3 0.378 0.121
5         13         0.0 0.00     4 0.330 0.170
6         15         0.0 0.00     3 0.318 0.141
7         14         0.0 0.00     2 0.350 0.180
8         15         0.0 0.00     5 0.445 0.254
9         15         0.0 0.00     2 0.356 0.123
10        12         0.0 0.00     1 0.400 0.254

[1] "Total fpts: 104.95 (47)"
       Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
2     Tyler Glasnow  PIT   P   6600 13.10      1.100000    15.202796
3      Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4     Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5         Joe Panik   SF  2B   4800 10.00      6.538462     5.695252
6     Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF  SS   4700  3.00      8.461538     6.008541
8   Corey Dickerson   TB  OF   3300 14.00      8.833333     6.307763
9     Chris Marrero   SF  OF   2800  9.00      4.000000     6.855655
10      Jaff Decker  OAK  OF   2000  6.00      5.666667     2.309401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     3 0.378 0.121
5         13         0.0 0.00     7 0.348 0.120
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         12         0.0 0.00     1 0.400 0.254
9          7         0.0 0.00     8 0.168 0.100
10         3         0.0 0.00     1 0.419 0.200

[1] "Total fpts: 104.55 (48)"
        Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
2     Drew Pomeranz  BOS     P   6700 11.80     20.025000     6.328606
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4  Paul Goldschmidt  ARI    1B   5100 18.00      8.705882     5.860511
5     Brandon Drury  ARI    2B   3500 16.00      5.466667     5.841559
6         Jake Lamb  ARI    3B   4000 11.00      9.937500     7.233890
7      Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8       Nelson Cruz  SEA    OF   4200 12.00      6.937500     5.347507
9     Yasmany Tomas  ARI    OF   3900 11.00      8.153846     8.050322
10     Josh Reddick  HOU    OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         17         0.0 0.00     3 0.363 0.170
5         15         0.0 0.00     6 0.286 0.073
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.331 0.107
8         16         0.0 0.00     4 0.322 0.159
9         13         0.0 0.00     5 0.347 0.226
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 104.05 (49)"
         Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2     Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3   Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4   Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5       Chase Utley  LAD  2B   3500  0.00      1.333333     2.309401
6     Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF  SS   4700  3.00      8.461538     6.008541
8    Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9       Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10     Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5          3         0.0 0.00     8 0.106 0.000
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 103 (50)"
      Lineup (117) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2       Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4        Adam Lind  WSH  1B   2900  0.00      6.000000     5.656854
5    Daniel Murphy  WSH  2B   4000  2.00      8.363636    10.679632
6   Anthony Rendon  WSH  3B   3500  7.00      4.600000     4.168666
7      Wilmer Difo  WSH  SS   2400  6.00      4.857143     4.598136
8     Bryce Harper  WSH  OF   5200 25.00     15.000000    14.795577
9      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3         6.0 1.06    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4          2         0.0 0.00     6 0.504 0.333
5         11         0.0 0.00     4 0.399 0.213
6         10         0.0 0.00     5 0.254 0.036
7          7         0.0 0.00     2 0.255 0.029
8         12         0.0 0.00     3 0.546 0.418
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 102.45 (51)"
       Lineup (122) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tyler Glasnow  PIT     P   6600 13.10      1.100000   15.2027958
2     Trevor Cahill   SD     P   5600 27.35     17.250000    0.1414214
3      Buster Posey   SF     C   5100  5.00      7.555556    6.2271806
4      Brandon Belt   SF    1B   5000 19.00      6.714286    5.7032861
5     Josh Harrison  PIT 2B/3B   3500  8.00      5.727273    3.9772078
6       Kris Bryant  CHC    3B   5200  5.00      9.384615    9.6223564
7  Brandon Crawford   SF    SS   4700  3.00      8.461538    6.0085409
8      Hunter Pence   SF    OF   5300  5.00      7.466667    5.8659632
9       Denard Span   SF    OF   4900  5.00      5.100000    3.6040101
10     Joc Pederson  LAD    OF   3800 12.00      5.875000    6.7915389
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         3.3 2.55    NA 0.000 0.000
2          2         5.7 1.24    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     2 0.344 0.237
5         11         0.0 0.00     2 0.328 0.087
6         13         0.0 0.00     2 0.333 0.180
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         10         0.0 0.00     1 0.247 0.091
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 101.8 (52)"
       Lineup (115) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   7700 14.7     12.500000    11.525841
2     Tyler Glasnow  PIT   P   6600 13.1      1.100000    15.202796
3      Buster Posey   SF   C   5100  5.0      7.555556     6.227181
4      Brandon Belt   SF  1B   5000 19.0      6.714286     5.703286
5   Jonathan Villar  MIL  2B   4500  6.0      8.000000     9.531901
6     Eduardo Nunez   SF  3B   5000 19.0      7.000000     7.595545
7  Brandon Crawford   SF  SS   4700  3.0      8.461538     6.008541
8      Hunter Pence   SF  OF   5300  5.0      7.466667     5.865963
9     Yasmany Tomas  ARI  OF   3900 11.0      8.153846     8.050322
10      Jaff Decker  OAK  OF   2000  6.0      5.666667     2.309401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.62    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     2 0.344 0.237
5         15         0.0 0.00     1 0.234 0.159
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         13         0.0 0.00     5 0.347 0.226
10         3         0.0 0.00     1 0.419 0.200

[1] "Total fpts: 101 (53)"
   Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2    Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
3  Stephen Vogt  OAK     C   3100  4.00      4.200000     3.765339
4    Ryon Healy  OAK 1B/3B   3300  0.00      6.083333     7.267091
5    Jed Lowrie  OAK    2B   2700  7.00      6.769231     7.072881
6   Kris Bryant  CHC    3B   5200  5.00      9.384615     9.622356
7  Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8   Khris Davis  OAK    OF   3800  2.00      9.428571     7.582513
9  Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
10   Matt Joyce  OAK    OF   2400  5.00      4.444444     6.616478
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3         6.0 1.06    NA 0.000 0.000
3         10         0.0 0.00     5 0.289 0.171
4         12         0.0 0.00     6 0.331 0.179
5         13         0.0 0.00     3 0.355 0.151
6         13         0.0 0.00     2 0.333 0.180
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     4 0.433 0.397
9          6         0.0 0.00     7 0.317 0.237
10         9         0.0 0.00     7 0.203 0.100

[1] "Total fpts: 100.9 (54)"
      Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2      Alex Meyer  LAA     P   4700  6.65           NaN           NA
3   Yadier Molina  STL     C   3800  3.00      4.846154     4.506406
4  Matt Carpenter  STL    1B   4700  7.00      6.666667     5.694229
5     Jedd Gyorko  STL 2B/3B   3900  8.00      8.888889     9.479510
6   Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7    Aledmys Diaz  STL    SS   4500  3.00      7.538462    11.259184
8  Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9   Dexter Fowler  STL    OF   4800  5.00      6.133333     8.069932
10   Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         13         0.0 0.00     5 0.265 0.087
4         12         0.0 0.00     3 0.330 0.133
5          9         0.0 0.00     4 0.430 0.353
6         12         0.0 0.00     3 0.428 0.160
7         13         0.0 0.00     2 0.290 0.210
8         12         0.0 0.00     1 0.361 0.214
9         15         0.0 0.00     1 0.244 0.139
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 100.9 (55)"
         Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2         Alex Meyer  LAA     P   4700  6.65           NaN           NA
3       Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4     Mitch Moreland  BOS    1B   3700  0.00      9.461538     7.434328
5     Dustin Pedroia  BOS    2B   4700  5.00      4.916667     3.964807
6    Marco Hernandez  BOS 3B/SS   3300  6.00      5.000000     5.147815
7       Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8       Mookie Betts  BOS    OF   5400  5.00      8.000000     8.876936
9  Andrew Benintendi  BOS    OF   4400  0.00      7.923077     5.908490
10      Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     4 0.427 0.230
5         12         0.0 0.00     1 0.275 0.017
6          5         0.0 0.00     9 0.239 0.039
7         14         0.0 0.00     2 0.350 0.180
8         11         0.0 0.00     3 0.389 0.132
9         13         0.0 0.00     2 0.369 0.111
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 99.9 (56)"
        Lineup (11) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2        Alex Meyer  LAA     P   4700  6.65           NaN           NA
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4      Brandon Belt   SF    1B   5000 19.00      6.714286     5.703286
5     Andrew Romine  DET 2B/OF   2300  0.00      7.714286     8.654754
6     Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7  Brandon Crawford   SF    SS   4700  3.00      8.461538     6.008541
8      Hunter Pence   SF    OF   5300  5.00      7.466667     5.865963
9       Denard Span   SF    OF   4900  5.00      5.100000     3.604010
10     Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     2 0.344 0.237
5          7         0.0 0.00     9 0.287 0.219
6         12         0.0 0.00     3 0.428 0.160
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         10         0.0 0.00     1 0.247 0.091
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 99.5 (57)"
        Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        CC Sabathia  NYY   P   7400  3.85     17.750000     9.093267
2    Adam Wainwright  STL   P   6000 25.65      5.583333     9.728095
3    Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4    Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5        Kolten Wong  STL  2B   3400 14.00      5.400000     5.378971
6      Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7       Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8  Giancarlo Stanton  MIA  OF   4700 16.00      9.000000    10.295630
9  Andrew Benintendi  BOS  OF   4400  0.00      7.923077     5.908490
10       Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.04    NA 0.000 0.000
2          3         3.4 2.20    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         10         0.0 0.00     8 0.280 0.180
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         13         0.0 0.00     4 0.366 0.232
9         13         0.0 0.00     2 0.369 0.111
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: 99.4 (58)"
         Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2         Alex Meyer  LAA   P   4700  6.65           NaN           NA
3  Willson Contreras  CHC   C   4000  0.00      6.500000     6.186904
4      Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5        Javier Baez  CHC  2B   4200 21.00      4.500000     4.743416
6      Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7    Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8        Denard Span   SF  OF   4900  5.00      5.100000     3.604010
9      Jason Heyward  CHC  OF   3700 14.00      6.181818     3.995452
10      Josh Reddick  HOU  OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.06    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         10           0 0.00     6 0.314 0.143
4         13           0 0.00     3 0.378 0.121
5         10           0 0.00     7 0.241 0.077
6         14           0 0.00     6 0.287 0.036
7         12           0 0.00     4 0.325 0.220
8         10           0 0.00     1 0.247 0.091
9         11           0 0.00     5 0.310 0.039
10        11           0 0.00     2 0.376 0.182

[1] "Total fpts: 97.5 (59)"
       Lineup (20) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS     P   7700 14.7     12.500000    11.525841
2    Drew Pomeranz  BOS     P   6700 11.8     20.025000     6.328606
3     Buster Posey   SF     C   5100  5.0      7.555556     6.227181
4    Anthony Rizzo  CHC    1B   5300 20.0      7.461538     5.109067
5    Josh Harrison  PIT 2B/3B   3500  8.0      5.727273     3.977208
6      Kris Bryant  CHC    3B   5200  5.0      9.384615     9.622356
7  Addison Russell  CHC    SS   4000  7.0     10.000000     9.770084
8   Kyle Schwarber  CHC    OF   4900 12.0      7.916667     5.664215
9      Yasiel Puig  LAD    OF   3900  0.0      7.142857     8.899932
10   Jason Heyward  CHC    OF   3700 14.0      6.181818     3.995452
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.62    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     3 0.378 0.121
5         11         0.0 0.00     2 0.328 0.087
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     5 0.387 0.273
10        11         0.0 0.00     5 0.310 0.039

[1] "Total fpts: 94.9 (60)"
        Lineup (42) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Drew Pomeranz  BOS   P   6700 11.8     20.025000     6.328606
2     Tyler Glasnow  PIT   P   6600 13.1      1.100000    15.202796
3      Buster Posey   SF   C   5100  5.0      7.555556     6.227181
4    Miguel Cabrera  DET  1B   4900 11.0     10.100000     8.786985
5         Joe Panik   SF  2B   4800 10.0      6.538462     5.695252
6     Eduardo Nunez   SF  3B   5000 19.0      7.000000     7.595545
7  Brandon Crawford   SF  SS   4700  3.0      8.461538     6.008541
8      Hunter Pence   SF  OF   5300  5.0      7.466667     5.865963
9      Joc Pederson  LAD  OF   3800 12.0      5.875000     6.791539
10     Andrew Toles  LAD  OF   3100  5.0     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.2 1.16    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         10         0.0 0.00     3 0.355 0.208
5         13         0.0 0.00     7 0.348 0.120
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9          8         0.0 0.00     1 0.291 0.103
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 94.85 (61)"
        Lineup (126) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
2      Tyler Glasnow  PIT     P   6600 13.10      1.100000    15.202796
3  Willson Contreras  CHC     C   4000  0.00      6.500000     6.186904
4   Paul Goldschmidt  ARI    1B   5100 18.00      8.705882     5.860511
5         Dee Gordon  MIA    2B   4300  0.00      8.153846     5.030675
6          Jake Lamb  ARI    3B   4000 11.00      9.937500     7.233890
7       Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8         AJ Pollock  ARI    OF   4100 24.00      8.666667     7.441838
9        Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
10     Yasmany Tomas  ARI    OF   3900 11.00      8.153846     8.050322
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3         10         0.0 0.00     6 0.314 0.143
4         17         0.0 0.00     3 0.363 0.170
5         13         0.0 0.00     1 0.310 0.045
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.331 0.107
8         15         0.0 0.00     1 0.325 0.134
9         14         0.0 0.00     5 0.387 0.273
10        13         0.0 0.00     5 0.347 0.226

[1] "Total fpts: 92.55 (62)"
         Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2      Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3  Willson Contreras  CHC   C   4000  0.00      6.500000     6.186904
4      Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5        Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6        Kris Bryant  CHC  3B   5200  5.00      9.384615     9.622356
7    Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8         AJ Pollock  ARI  OF   4100 24.00      8.666667     7.441838
9      Jason Heyward  CHC  OF   3700 14.00      6.181818     3.995452
10       Jaff Decker  OAK  OF   2000  6.00      5.666667     2.309401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         10         0.0 0.00     6 0.314 0.143
4         13         0.0 0.00     3 0.378 0.121
5          9         0.0 0.00     1 0.377 0.217
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         15         0.0 0.00     1 0.325 0.134
9         11         0.0 0.00     5 0.310 0.039
10         3         0.0 0.00     1 0.419 0.200

[1] "Total fpts: 90.55 (63)"
       Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2    Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3     James McCann  DET   C   2900 16.00      3.666667     6.501282
4    Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5      Brad Miller   TB  2B   3600  5.00      8.076923     8.391082
6      Kris Bryant  CHC  3B   5200  5.00      9.384615     9.622356
7  Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8   Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9    Albert Almora  CHC  OF   3600  4.00      9.600000     5.899152
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          6         0.0 0.00     7 0.299 0.265
4         13         0.0 0.00     3 0.378 0.121
5         13         0.0 0.00     4 0.330 0.170
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9          5         0.0 0.00     9 0.433 0.217
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 89.45 (64)"
        Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2      Jose Quintana  CWS   P   7700 14.70     12.500000    11.525841
3  Robinson Chirinos  TEX   C   3200 30.00     10.750000    12.737739
4        Mike Napoli  TEX  1B   4000  5.00      5.266667     6.146621
5       Rougned Odor  TEX  2B   4500  0.00      4.866667     5.330059
6      Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7      Taylor Motter  SEA  SS   3100  5.00     10.900000     9.386160
8     Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9      Shin-Soo Choo  TEX  OF   4400  9.00      6.666667     8.127768
10      Nomar Mazara  TEX  OF   3800  2.00     10.133333    10.294705
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3          4         0.0 0.00     6 0.408 0.308
4         15         0.0 0.00     4 0.242 0.133
5         15         0.0 0.00     5 0.285 0.206
6         12         0.0 0.00     3 0.428 0.160
7         10         0.0 0.00     6 0.434 0.436
8         12         0.0 0.00     1 0.361 0.214
9         12         0.0 0.00     2 0.312 0.089
10        15         0.0 0.00     3 0.355 0.224

[1] "Total fpts: 87.55 (65)"
         Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
2      Jose Quintana  CWS   P   7700 14.70     12.500000    11.525841
3  Willson Contreras  CHC   C   4000  0.00      6.500000     6.186904
4      Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5        Kolten Wong  STL  2B   3400 14.00      5.400000     5.378971
6        Kris Bryant  CHC  3B   5200  5.00      9.384615     9.622356
7    Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8      Jason Heyward  CHC  OF   3700 14.00      6.181818     3.995452
9       Josh Reddick  HOU  OF   3300  2.00      8.000000    10.049876
10      Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3         10         0.0 0.00     6 0.314 0.143
4         13         0.0 0.00     3 0.378 0.121
5         10         0.0 0.00     8 0.280 0.180
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         11         0.0 0.00     5 0.310 0.039
9         11         0.0 0.00     2 0.376 0.182
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 86.85 (66)"
      Lineup (105) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dylan Bundy  BAL   P   6900 21.55     22.033333    11.737795
2        Alex Wood  LAD   P   6800 10.30           NaN           NA
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5     Brian Dozier  MIN  2B   4300  3.00      8.300000     5.417051
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8     Lorenzo Cain   KC  OF   4200  9.00      8.923077     4.554513
9     Carlos Gomez  TEX  OF   4000  3.00      6.200000     7.408489
10     Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.4 0.98    NA 0.000 0.000
2          0         3.0 0.89    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         10         0.0 0.00     1 0.287 0.138
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         13         0.0 0.00     2 0.398 0.057
9         15         0.0 0.00     1 0.285 0.206
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: 86 (67)"
         Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  10800 44.25     14.775000     2.085965
2         Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
3        Carlos Ruiz  SEA   C   2400  2.00      4.000000     4.898979
4     Danny Valencia  SEA  1B   3200  0.00      4.000000     3.374110
5        Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6      Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7      Taylor Motter  SEA  SS   3100  5.00     10.900000     9.386160
8     Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9       Jarrod Dyson  SEA  OF   2900  3.00      6.714286     4.268463
10 Guillermo Heredia  SEA  OF   2600  8.00      6.750000    11.586630
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3         6.0 1.06    NA 0.000 0.000
3          5         0.0 0.00     8 0.273 0.077
4         14         0.0 0.00     7 0.227 0.091
5          9         0.0 0.00     1 0.377 0.217
6         12         0.0 0.00     3 0.428 0.160
7         10         0.0 0.00     6 0.434 0.436
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     9 0.269 0.056
10         4         0.0 0.00     1 0.332 0.214

[1] "Total fpts: 85.55 (68)"
        Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
2     Drew Pomeranz  BOS     P   6700 11.80     20.025000     6.328606
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4    Matt Carpenter  STL    1B   4700  7.00      6.666667     5.694229
5     Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6      David Freese  PIT    3B   3000 10.00      5.727273     5.293220
7      Jordy Mercer  PIT    SS   3000 18.00      4.250000     3.387812
8    Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9  Andrew McCutchen  PIT    OF   4300  5.00      6.307692     6.005340
10  Gregory Polanco  PIT    OF   4200  4.00      7.111111     8.115486
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         12         0.0 0.00     3 0.330 0.133
5         11         0.0 0.00     2 0.328 0.087
6         11         0.0 0.00     5 0.432 0.209
7         12         0.0 0.00     1 0.251 0.019
8         12         0.0 0.00     1 0.361 0.214
9         13         0.0 0.00     3 0.315 0.170
10         9         0.0 0.00     4 0.288 0.068

[1] "Total fpts: 84.65 (69)"
       Lineup (103) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
2     Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3      James McCann  DET   C   2900 16.00      3.666667     6.501282
4    Miguel Cabrera  DET  1B   4900 11.00     10.100000     8.786985
5       Jose Altuve  HOU  2B   4500  3.00      9.428571     8.187366
6       Kris Bryant  CHC  3B   5200  5.00      9.384615     9.622356
7     Carlos Correa  HOU  SS   4400  2.00      4.909091     3.113023
8   George Springer  HOU  OF   4200  9.00     10.000000     9.198662
9    Carlos Beltran  HOU  OF   3500 19.00      5.333333     4.376244
10     Josh Reddick  HOU  OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          6         0.0 0.00     7 0.299 0.265
4         10         0.0 0.00     3 0.355 0.208
5         14         0.0 0.00     3 0.346 0.066
6         13         0.0 0.00     2 0.333 0.180
7         11         0.0 0.00     4 0.282 0.061
8         14         0.0 0.00     1 0.335 0.324
9         12         0.0 0.00     5 0.284 0.103
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 82.6 (70)"
         Lineup (7) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
2  Justin Verlander  DET     P  10300  5.85      6.275000    20.470741
3   Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4   Adrian Gonzalez  LAD    1B   3900  0.00      6.000000     4.089899
5       Kolten Wong  STL    2B   3400 14.00      5.400000     5.378971
6     Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7      Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8        AJ Pollock  ARI    OF   4100 24.00      8.666667     7.441838
9       Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
10     Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.8 1.44    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         10         0.0 0.00     8 0.280 0.180
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.331 0.107
8         15         0.0 0.00     1 0.325 0.134
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 81.6 (71)"
        Lineup (98) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2  Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
3   Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4  Paul Goldschmidt  ARI  1B   5100 18.00      8.705882     5.860511
5       Brad Miller   TB  2B   3600  5.00      8.076923     8.391082
6     Evan Longoria   TB  3B   4100 14.00      7.400000     7.008159
7       Tim Beckham   TB  SS   2900  3.00      4.692308     6.884580
8   Kevin Kiermaier   TB  OF   3400  3.00      7.866667     7.753954
9   Corey Dickerson   TB  OF   3300 14.00      8.833333     6.307763
10     Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.8 1.44    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         17         0.0 0.00     3 0.363 0.170
5         13         0.0 0.00     4 0.330 0.170
6         15         0.0 0.00     3 0.318 0.141
7         13         0.0 0.00     9 0.242 0.135
8         15         0.0 0.00     2 0.356 0.123
9         12         0.0 0.00     1 0.400 0.254
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 81.55 (72)"
      Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2    Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4      Mike Napoli  TEX  1B   4000  5.00      5.266667     6.146621
5     Rougned Odor  TEX  2B   4500  0.00      4.866667     5.330059
6    Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7     Jordy Mercer  PIT  SS   3000 18.00      4.250000     3.387812
8    Shin-Soo Choo  TEX  OF   4400  9.00      6.666667     8.127768
9     Carlos Gomez  TEX  OF   4000  3.00      6.200000     7.408489
10    Nomar Mazara  TEX  OF   3800  2.00     10.133333    10.294705
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         15         0.0 0.00     4 0.242 0.133
5         15         0.0 0.00     5 0.285 0.206
6         14         0.0 0.00     6 0.287 0.036
7         12         0.0 0.00     1 0.251 0.019
8         12         0.0 0.00     2 0.312 0.089
9         15         0.0 0.00     1 0.285 0.206
10        15         0.0 0.00     3 0.355 0.224

[1] "Total fpts: 81.45 (73)"
        Lineup (14) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
2        Alex Meyer  LAA   P   4700  6.65           NaN           NA
3      Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4      Brandon Belt   SF  1B   5000 19.00      6.714286     5.703286
5       Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6     Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF  SS   4700  3.00      8.461538     6.008541
8      Hunter Pence   SF  OF   5300  5.00      7.466667     5.865963
9    Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
10      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.2 1.16    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     2 0.344 0.237
5          9         0.0 0.00     1 0.377 0.217
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         12         0.0 0.00     1 0.361 0.214
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: 80.85 (74)"
      Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2    Tyler Glasnow  PIT   P   6600 13.10      1.100000    15.202796
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5      Jose Altuve  HOU  2B   4500  3.00      9.428571     8.187366
6    Eduardo Nunez   SF  3B   5000 19.00      7.000000     7.595545
7    Carlos Correa  HOU  SS   4400  2.00      4.909091     3.113023
8  George Springer  HOU  OF   4200  9.00     10.000000     9.198662
9   Carlos Beltran  HOU  OF   3500 19.00      5.333333     4.376244
10    Josh Reddick  HOU  OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         14         0.0 0.00     3 0.346 0.066
6         14         0.0 0.00     6 0.287 0.036
7         11         0.0 0.00     4 0.282 0.061
8         14         0.0 0.00     1 0.335 0.324
9         12         0.0 0.00     5 0.284 0.103
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 80.4 (75)"
      Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2      Alex Meyer  LAA   P   4700  6.65           NaN           NA
3    Buster Posey   SF   C   5100  5.00      7.555556     6.227181
4   Anthony Rizzo  CHC  1B   5300 20.00      7.461538     5.109067
5   Robinson Cano  SEA  2B   4100  0.00      7.562500     7.676534
6     Kyle Seager  SEA  3B   3800  5.00      5.937500     4.999583
7   Taylor Motter  SEA  SS   3100  5.00     10.900000     9.386160
8  Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9     Nelson Cruz  SEA  OF   4200 12.00      6.937500     5.347507
10  Mitch Haniger  SEA  OF   3400 10.00     12.000000     7.483315
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.06    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3          9           0 0.00     4 0.444 0.167
4         13           0 0.00     3 0.378 0.121
5         16           0 0.00     3 0.319 0.152
6         16           0 0.00     5 0.300 0.070
7         10           0 0.00     6 0.434 0.436
8         12           0 0.00     1 0.361 0.214
9         16           0 0.00     4 0.322 0.159
10        16           0 0.00     2 0.421 0.258

[1] "Total fpts: 78.85 (76)"
        Lineup (54) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Johnny Cueto   SF   P   8100 -4.75     20.116667     6.651566
2      Tanner Roark  WSH   P   8000 13.60     15.900000     5.147087
3   Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4   Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5      Rougned Odor  TEX  2B   4500  0.00      4.866667     5.330059
6     Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7      Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8      Bryce Harper  WSH  OF   5200 25.00     15.000000    14.795577
9  Andrew McCutchen  PIT  OF   4300  5.00      6.307692     6.005340
10      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 1.21    NA 0.000 0.000
2          3         6.0 0.89    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         15         0.0 0.00     5 0.285 0.206
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     3 0.546 0.418
9         13         0.0 0.00     3 0.315 0.170
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: 76.4 (77)"
      Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      CC Sabathia  NYY   P   7400  3.85     17.750000     9.093267
2      Dylan Bundy  BAL   P   6900 21.55     22.033333    11.737795
3      JT Realmuto  MIA   C   3500  3.00      7.818182     7.386720
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5     Rougned Odor  TEX  2B   4500  0.00      4.866667     5.330059
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8      Denard Span   SF  OF   4900  5.00      5.100000     3.604010
9      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10    Joc Pederson  LAD  OF   3800 12.00      5.875000     6.791539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.04    NA 0.000 0.000
2          3         6.4 0.98    NA 0.000 0.000
3         11         0.0 0.00     7 0.422 0.208
4         12         0.0 0.00     4 0.312 0.039
5         15         0.0 0.00     5 0.285 0.206
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         10         0.0 0.00     1 0.247 0.091
9         14         0.0 0.00     5 0.387 0.273
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 75.95 (78)"
        Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
2     Tyler Glasnow  PIT   P   6600 13.10      1.100000    15.202796
3   Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4   Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5       Ian Kinsler  DET  2B   4400  0.00      7.555556     6.597558
6     Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7      Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8       Denard Span   SF  OF   4900  5.00      5.100000     3.604010
9       Nelson Cruz  SEA  OF   4200 12.00      6.937500     5.347507
10      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5          9         0.0 0.00     1 0.377 0.217
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         10         0.0 0.00     1 0.247 0.091
9         16         0.0 0.00     4 0.322 0.159
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: 75.95 (79)"
        Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET     P  10300  5.85      6.275000    20.470741
2     Tyler Glasnow  PIT     P   6600 13.10      1.100000    15.202796
3   Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4     Anthony Rizzo  CHC    1B   5300 20.00      7.461538     5.109067
5     Andrew Romine  DET 2B/OF   2300  0.00      7.714286     8.654754
6       Kris Bryant  CHC    3B   5200  5.00      9.384615     9.622356
7   Addison Russell  CHC    SS   4000  7.00     10.000000     9.770084
8    Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9       Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
10    Albert Almora  CHC    OF   3600  4.00      9.600000     5.899152
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     3 0.378 0.121
5          7         0.0 0.00     9 0.287 0.219
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     5 0.387 0.273
10         5         0.0 0.00     9 0.433 0.217

[1] "Total fpts: 75.5 (80)"
        Lineup (61) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   7700 14.7     12.500000    11.525841
2     Drew Pomeranz  BOS   P   6700 11.8     20.025000     6.328606
3      Buster Posey   SF   C   5100  5.0      7.555556     6.227181
4      Brandon Belt   SF  1B   5000 19.0      6.714286     5.703286
5        Dee Gordon  MIA  2B   4300  0.0      8.153846     5.030675
6      David Freese  PIT  3B   3000 10.0      5.727273     5.293220
7  Brandon Crawford   SF  SS   4700  3.0      8.461538     6.008541
8      Hunter Pence   SF  OF   5300  5.0      7.466667     5.865963
9       Denard Span   SF  OF   4900  5.0      5.100000     3.604010
10     Josh Reddick  HOU  OF   3300  2.0      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.62    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     2 0.344 0.237
5         13         0.0 0.00     1 0.310 0.045
6         11         0.0 0.00     5 0.432 0.209
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         10         0.0 0.00     1 0.247 0.091
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 74.55 (81)"
         Lineup (12) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2      Drew Pomeranz  BOS   P   6700 11.80     20.025000     6.328606
3  Willson Contreras  CHC   C   4000  0.00      6.500000     6.186904
4    Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5        Jose Altuve  HOU  2B   4500  3.00      9.428571     8.187366
6      Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7       Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8        Nelson Cruz  SEA  OF   4200 12.00      6.937500     5.347507
9        Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10      Joc Pederson  LAD  OF   3800 12.00      5.875000     6.791539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         10         0.0 0.00     6 0.314 0.143
4         12         0.0 0.00     4 0.312 0.039
5         14         0.0 0.00     3 0.346 0.066
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         16         0.0 0.00     4 0.322 0.159
9         14         0.0 0.00     5 0.387 0.273
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 73.45 (82)"
       Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2    Jose Quintana  CWS   P   7700 14.70     12.500000    11.525841
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5      Chase Utley  LAD  2B   3500  0.00      1.333333     2.309401
6    Manny Machado  BAL  3B   4600 17.00      6.285714     6.157279
7     Jordy Mercer  PIT  SS   3000 18.00      4.250000     3.387812
8     Hunter Pence   SF  OF   5300  5.00      7.466667     5.865963
9      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.8 1.62    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5          3         0.0 0.00     8 0.106 0.000
6         14         0.0 0.00     3 0.270 0.157
7         12         0.0 0.00     1 0.251 0.019
8         15         0.0 0.00     3 0.332 0.113
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 72.35 (83)"
       Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Johnny Cueto   SF   P   8100 -4.75     20.116667     6.651566
2    Tyler Glasnow  PIT   P   6600 13.10      1.100000    15.202796
3   Salvador Perez   KC   C   3600  0.00      7.538462     6.345804
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5       Dee Gordon  MIA  2B   4300  0.00      8.153846     5.030675
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8       Mike Trout  LAA  OF   5300 21.00      9.928571     4.615430
9      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10    Joc Pederson  LAD  OF   3800 12.00      5.875000     6.791539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 1.21    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3         13         0.0 0.00     4 0.351 0.276
4         12         0.0 0.00     4 0.312 0.039
5         13         0.0 0.00     1 0.310 0.045
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     3 0.443 0.317
9         14         0.0 0.00     5 0.387 0.273
10         8         0.0 0.00     1 0.291 0.103

[1] "Total fpts: 70.8 (84)"
        Lineup (53) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Sean Manaea  OAK   P   7800 22.7     14.716667     5.211126
2     Tyler Glasnow  PIT   P   6600 13.1      1.100000    15.202796
3   Yasmani Grandal  LAD   C   3500  9.0      6.454545     8.418594
4   Adrian Gonzalez  LAD  1B   3900  0.0      6.000000     4.089899
5   Jonathan Villar  MIL  2B   4500  6.0      8.000000     9.531901
6     Justin Turner  LAD  3B   3700  7.0      8.750000     5.879471
7  Brandon Crawford   SF  SS   4700  3.0      8.461538     6.008541
8      Hunter Pence   SF  OF   5300  5.0      7.466667     5.865963
9       Yasiel Puig  LAD  OF   3900  0.0      7.142857     8.899932
10     Andrew Toles  LAD  OF   3100  5.0     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.4 1.04    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         15         0.0 0.00     1 0.234 0.159
6         12         0.0 0.00     3 0.428 0.160
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 69.8 (85)"
       Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Johnny Cueto   SF     P   8100 -4.75     20.116667     6.651566
2       Dylan Bundy  BAL     P   6900 21.55     22.033333    11.737795
3   Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4   Adrian Gonzalez  LAD    1B   3900  0.00      6.000000     4.089899
5     Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6     Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7  Francisco Lindor  CLE    SS   3900  3.00     12.000000    11.560120
8        Mike Trout  LAA    OF   5300 21.00      9.928571     4.615430
9       Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
10     Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 1.21    NA 0.000 0.000
2          3         6.4 0.98    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         11         0.0 0.00     2 0.328 0.087
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     2 0.427 0.312
8         14         0.0 0.00     3 0.443 0.317
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 68.95 (86)"
       Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET     P  10300  5.85      6.275000    20.470741
2     Tyler Glasnow  PIT     P   6600 13.10      1.100000    15.202796
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4   Freddie Freeman  ATL    1B   4600 14.00     13.071429    13.657707
5       Jose Altuve  HOU    2B   4500  3.00      9.428571     8.187366
6      Alex Bregman  HOU 3B/SS   3700  5.00      6.076923     4.872739
7     Carlos Correa  HOU    SS   4400  2.00      4.909091     3.113023
8       Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
9    Carlos Beltran  HOU    OF   3500 19.00      5.333333     4.376244
10     Josh Reddick  HOU    OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          2         3.3 2.55    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     3 0.552 0.444
5         14         0.0 0.00     3 0.346 0.066
6         13         0.0 0.00     6 0.322 0.073
7         11         0.0 0.00     4 0.282 0.061
8         14         0.0 0.00     5 0.387 0.273
9         12         0.0 0.00     5 0.284 0.103
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: 68.6 (87)"
        Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2   Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
3        Carlos Ruiz  SEA   C   2400  2.00      4.000000     4.898979
4     Danny Valencia  SEA  1B   3200  0.00      4.000000     3.374110
5    Jonathan Villar  MIL  2B   4500  6.00      8.000000     9.531901
6        Kris Bryant  CHC  3B   5200  5.00      9.384615     9.622356
7       Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8      Mitch Haniger  SEA  OF   3400 10.00     12.000000     7.483315
9       Jarrod Dyson  SEA  OF   2900  3.00      6.714286     4.268463
10 Guillermo Heredia  SEA  OF   2600  8.00      6.750000    11.586630
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.8 1.44    NA 0.000 0.000
3          5         0.0 0.00     8 0.273 0.077
4         14         0.0 0.00     7 0.227 0.091
5         15         0.0 0.00     1 0.234 0.159
6         13         0.0 0.00     2 0.333 0.180
7         14         0.0 0.00     2 0.350 0.180
8         16         0.0 0.00     2 0.421 0.258
9         14         0.0 0.00     9 0.269 0.056
10         4         0.0 0.00     1 0.332 0.214

[1] "Total fpts: 63.2 (88)"
       Lineup (38) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300 22.4     11.166667     7.250919
2    Drew Pomeranz  BOS   P   6700 11.8     20.025000     6.328606
3  Yasmani Grandal  LAD   C   3500  9.0      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.0      6.000000     4.089899
5       Dee Gordon  MIA  2B   4300  0.0      8.153846     5.030675
6    Justin Turner  LAD  3B   3700  7.0      8.750000     5.879471
7     Aledmys Diaz  STL  SS   4500  3.0      7.538462    11.259184
8      Denard Span   SF  OF   4900  5.0      5.100000     3.604010
9      Yasiel Puig  LAD  OF   3900  0.0      7.142857     8.899932
10    Andrew Toles  LAD  OF   3100  5.0     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.22    NA 0.000 0.000
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         13         0.0 0.00     1 0.310 0.045
6         12         0.0 0.00     3 0.428 0.160
7         13         0.0 0.00     2 0.290 0.210
8         10         0.0 0.00     1 0.247 0.091
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 61.4 (89)"
        Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5       Dee Gordon  MIA  2B   4300  0.00      8.153846     5.030675
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7     Corey Seager  LAD  SS   4600 24.00      7.857143     7.998626
8     Mookie Betts  BOS  OF   5400  5.00      8.000000     8.876936
9     Hunter Pence   SF  OF   5300  5.00      7.466667     5.865963
10     Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.06    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         11           0 0.00     6 0.344 0.171
4         12           0 0.00     4 0.312 0.039
5         13           0 0.00     1 0.310 0.045
6         12           0 0.00     3 0.428 0.160
7         14           0 0.00     2 0.350 0.180
8         11           0 0.00     3 0.389 0.132
9         15           0 0.00     3 0.332 0.113
10        14           0 0.00     5 0.387 0.273

[1] "Total fpts: 61.05 (90)"
      Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX     P   9300 22.40     11.166667     7.250919
2       Alex Meyer  LAA     P   4700  6.65           NaN           NA
3  Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD    1B   3900  0.00      6.000000     4.089899
5      Chase Utley  LAD    2B   3500  0.00      1.333333     2.309401
6    Nolan Arenado  COL    3B   5300  0.00     11.071429     9.595386
7     Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8     Mookie Betts  BOS    OF   5400  5.00      8.000000     8.876936
9      Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
10    Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.22    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         11           0 0.00     6 0.344 0.171
4         12           0 0.00     4 0.312 0.039
5          3           0 0.00     8 0.106 0.000
6         14           0 0.00     3 0.490 0.407
7         14           0 0.00     2 0.331 0.107
8         11           0 0.00     3 0.389 0.132
9         14           0 0.00     5 0.387 0.273
10         6           0 0.00     7 0.317 0.237

[1] "Total fpts: 59.35 (91)"
       Lineup (19) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS   P   7700 14.70     12.500000    11.525841
2       Alex Meyer  LAA   P   4700  6.65           NaN           NA
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5      Jose Altuve  HOU  2B   4500  3.00      9.428571     8.187366
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7    Carlos Correa  HOU  SS   4400  2.00      4.909091     3.113023
8   Kyle Schwarber  CHC  OF   4900 12.00      7.916667     5.664215
9      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.62    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         14         0.0 0.00     3 0.346 0.066
6         12         0.0 0.00     3 0.428 0.160
7         11         0.0 0.00     4 0.282 0.061
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 53.45 (92)"
      Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH   P   8000 13.60     15.900000     5.147087
2      CC Sabathia  NYY   P   7400  3.85     17.750000     9.093267
3  Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD  1B   3900  0.00      6.000000     4.089899
5     Brian Dozier  MIN  2B   4300  3.00      8.300000     5.417051
6    Justin Turner  LAD  3B   3700  7.00      8.750000     5.879471
7  Addison Russell  CHC  SS   4000  7.00     10.000000     9.770084
8     Mookie Betts  BOS  OF   5400  5.00      8.000000     8.876936
9      Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10    Andrew Toles  LAD  OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 0.89    NA 0.000 0.000
2          3         6.1 1.04    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         10         0.0 0.00     1 0.287 0.138
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     4 0.325 0.220
8         11         0.0 0.00     3 0.389 0.132
9         14         0.0 0.00     5 0.387 0.273
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: 43.6 (93)"
       Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  10600  4.75     19.500000     2.602403
2  Justin Verlander  DET   P  10300  5.85      6.275000    20.470741
3   Yasmani Grandal  LAD   C   3500  9.00      6.454545     8.418594
4    Danny Valencia  SEA  1B   3200  0.00      4.000000     3.374110
5     Robinson Cano  SEA  2B   4100  0.00      7.562500     7.676534
6       Kyle Seager  SEA  3B   3800  5.00      5.937500     4.999583
7     Taylor Motter  SEA  SS   3100  5.00     10.900000     9.386160
8       Nelson Cruz  SEA  OF   4200 12.00      6.937500     5.347507
9       Yasiel Puig  LAD  OF   3900  0.00      7.142857     8.899932
10     Josh Reddick  HOU  OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.06    NA 0.000 0.000
2          2         5.8 1.44    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         14         0.0 0.00     7 0.227 0.091
5         16         0.0 0.00     3 0.319 0.152
6         16         0.0 0.00     5 0.300 0.070
7         10         0.0 0.00     6 0.434 0.436
8         16         0.0 0.00     4 0.322 0.159
9         14         0.0 0.00     5 0.387 0.273
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: NA (94)"
        Lineup (2) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3  Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4  Adrian Gonzalez  LAD   1B   3900  0.00      6.000000     4.089899
5      Ian Kinsler  DET   2B   4400  0.00      7.555556     6.597558
6    Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7     Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8      Yasiel Puig  LAD   OF   3900  0.00      7.142857     8.899932
9     Josh Reddick  HOU   OF   3300  2.00      8.000000    10.049876
10    Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5          9         0.0 0.00     1 0.377 0.217
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     1 0.251 0.019
8         14         0.0 0.00     5 0.387 0.273
9         11         0.0 0.00     2 0.376 0.182
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (95)"
        Lineup (3) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom <NA> <NA>     NA   NA     23.050000    12.038168
2    Drew Pomeranz  BOS    P   6700 11.8     20.025000     6.328606
3  Yasmani Grandal  LAD    C   3500  9.0      6.454545     8.418594
4  Adrian Gonzalez  LAD   1B   3900  0.0      6.000000     4.089899
5  Jonathan Villar  MIL   2B   4500  6.0      8.000000     9.531901
6    Justin Turner  LAD   3B   3700  7.0      8.750000     5.879471
7     Corey Seager  LAD   SS   4600 24.0      7.857143     7.998626
8   Kyle Schwarber  CHC   OF   4900 12.0      7.916667     5.664215
9       AJ Pollock  ARI   OF   4100 24.0      8.666667     7.441838
10     Yasiel Puig  LAD   OF   3900  0.0      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5         15         0.0 0.00     1 0.234 0.159
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         15         0.0 0.00     1 0.325 0.134
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: NA (96)"
         Lineup (4) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET    P  10300  5.85      6.275000    20.470741
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3      James McCann  DET    C   2900 16.00      3.666667     6.501282
4   Adrian Gonzalez  LAD   1B   3900  0.00      6.000000     4.089899
5       Kolten Wong  STL   2B   3400 14.00      5.400000     5.378971
6     Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7      Corey Seager  LAD   SS   4600 24.00      7.857143     7.998626
8       Yasiel Puig  LAD   OF   3900  0.00      7.142857     8.899932
9      Joc Pederson  LAD   OF   3800 12.00      5.875000     6.791539
10     Josh Reddick  HOU   OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          6         0.0 0.00     7 0.299 0.265
4         12         0.0 0.00     4 0.312 0.039
5         10         0.0 0.00     8 0.280 0.180
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     5 0.387 0.273
9          8         0.0 0.00     1 0.291 0.103
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: NA (97)"
        Lineup (15) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET    P  10300  5.85      6.275000    20.470741
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3   Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4   Adrian Gonzalez  LAD   1B   3900  0.00      6.000000     4.089899
5       Chase Utley  LAD   2B   3500  0.00      1.333333     2.309401
6       Kris Bryant  CHC   3B   5200  5.00      9.384615     9.622356
7     Taylor Motter  SEA   SS   3100  5.00     10.900000     9.386160
8       Yasiel Puig  LAD   OF   3900  0.00      7.142857     8.899932
9   Corey Dickerson   TB   OF   3300 14.00      8.833333     6.307763
10     Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         12         0.0 0.00     4 0.312 0.039
5          3         0.0 0.00     8 0.106 0.000
6         13         0.0 0.00     2 0.333 0.180
7         10         0.0 0.00     6 0.434 0.436
8         14         0.0 0.00     5 0.387 0.273
9         12         0.0 0.00     1 0.400 0.254
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (98)"
        Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2      Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3   Yasmani Grandal  LAD     C   3500  9.00      6.454545     8.418594
4       Eric Thames  MIL    1B   3800  0.00     16.538462     8.272599
5     Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6      David Freese  PIT    3B   3000 10.00      5.727273     5.293220
7      Jordy Mercer  PIT    SS   3000 18.00      4.250000     3.387812
8  Andrew McCutchen  PIT    OF   4300  5.00      6.307692     6.005340
9   Gregory Polanco  PIT    OF   4200  4.00      7.111111     8.115486
10     Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     2 0.593 0.566
5         11         0.0 0.00     2 0.328 0.087
6         11         0.0 0.00     5 0.432 0.209
7         12         0.0 0.00     1 0.251 0.019
8         13         0.0 0.00     3 0.315 0.170
9          9         0.0 0.00     4 0.288 0.068
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (99)"
       Lineup (23) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
2       Alex Meyer  LAA    P   4700  6.65           NaN           NA
3     Buster Posey   SF    C   5100  5.00      7.555556     6.227181
4    Anthony Rizzo  CHC   1B   5300 20.00      7.461538     5.109067
5      Kolten Wong  STL   2B   3400 14.00      5.400000     5.378971
6      Kris Bryant  CHC   3B   5200  5.00      9.384615     9.622356
7  Addison Russell  CHC   SS   4000  7.00     10.000000     9.770084
8   Kyle Schwarber  CHC   OF   4900 12.00      7.916667     5.664215
9    Albert Almora  CHC   OF   3600  4.00      9.600000     5.899152
10    Josh Reddick  HOU   OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0           0    0    NA 0.000 0.000
3          9           0    0     4 0.444 0.167
4         13           0    0     3 0.378 0.121
5         10           0    0     8 0.280 0.180
6         13           0    0     2 0.333 0.180
7         12           0    0     4 0.325 0.220
8         12           0    0     1 0.361 0.214
9          5           0    0     9 0.433 0.217
10        11           0    0     2 0.376 0.182

[1] "Total fpts: NA (100)"
        Lineup (24) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA>  <NA>     NA   NA     23.050000    12.038168
2     Drew Pomeranz  BOS     P   6700 11.8     20.025000     6.328606
3   Yasmani Grandal  LAD     C   3500  9.0      6.454545     8.418594
4  Paul Goldschmidt  ARI    1B   5100 18.0      8.705882     5.860511
5       Ian Kinsler  DET    2B   4400  0.0      7.555556     6.597558
6         Jake Lamb  ARI    3B   4000 11.0      9.937500     7.233890
7      Chris Owings  ARI OF/SS   3500 13.0      8.000000     9.389028
8        AJ Pollock  ARI    OF   4100 24.0      8.666667     7.441838
9     Yasmany Tomas  ARI    OF   3900 11.0      8.153846     8.050322
10     Andrew Toles  LAD    OF   3100  5.0     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         17         0.0 0.00     3 0.363 0.170
5          9         0.0 0.00     1 0.377 0.217
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.331 0.107
8         15         0.0 0.00     1 0.325 0.134
9         13         0.0 0.00     5 0.347 0.226
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (101)"
         Lineup (25) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2       Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3        Carlos Ruiz  SEA    C   2400  2.00      4.000000     4.898979
4      Anthony Rizzo  CHC   1B   5300 20.00      7.461538     5.109067
5      Robinson Cano  SEA   2B   4100  0.00      7.562500     7.676534
6      Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7       Corey Seager  LAD   SS   4600 24.00      7.857143     7.998626
8      Mitch Haniger  SEA   OF   3400 10.00     12.000000     7.483315
9       Jarrod Dyson  SEA   OF   2900  3.00      6.714286     4.268463
10 Guillermo Heredia  SEA   OF   2600  8.00      6.750000    11.586630
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          5         0.0 0.00     8 0.273 0.077
4         13         0.0 0.00     3 0.378 0.121
5         16         0.0 0.00     3 0.319 0.152
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         16         0.0 0.00     2 0.421 0.258
9         14         0.0 0.00     9 0.269 0.056
10         4         0.0 0.00     1 0.332 0.214

[1] "Total fpts: NA (102)"
         Lineup (26) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
2         Alex Meyer  LAA    P   4700  6.65           NaN           NA
3  Willson Contreras  CHC    C   4000  0.00      6.500000     6.186904
4      Anthony Rizzo  CHC   1B   5300 20.00      7.461538     5.109067
5    Jonathan Villar  MIL   2B   4500  6.00      8.000000     9.531901
6        Kris Bryant  CHC   3B   5200  5.00      9.384615     9.622356
7    Addison Russell  CHC   SS   4000  7.00     10.000000     9.770084
8        Yasiel Puig  LAD   OF   3900  0.00      7.142857     8.899932
9       Joc Pederson  LAD   OF   3800 12.00      5.875000     6.791539
10     Jason Heyward  CHC   OF   3700 14.00      6.181818     3.995452
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0           0    0    NA 0.000 0.000
3         10           0    0     6 0.314 0.143
4         13           0    0     3 0.378 0.121
5         15           0    0     1 0.234 0.159
6         13           0    0     2 0.333 0.180
7         12           0    0     4 0.325 0.220
8         14           0    0     5 0.387 0.273
9          8           0    0     1 0.291 0.103
10        11           0    0     5 0.310 0.039

[1] "Total fpts: NA (103)"
        Lineup (27) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
2        Alex Meyer  LAA    P   4700  6.65           NaN           NA
3      Buster Posey   SF    C   5100  5.00      7.555556     6.227181
4    Matt Carpenter  STL   1B   4700  7.00      6.666667     5.694229
5         Joe Panik   SF   2B   4800 10.00      6.538462     5.695252
6     Eduardo Nunez   SF   3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF   SS   4700  3.00      8.461538     6.008541
8      Hunter Pence   SF   OF   5300  5.00      7.466667     5.865963
9      Josh Reddick  HOU   OF   3300  2.00      8.000000    10.049876
10      Jaff Decker  OAK   OF   2000  6.00      5.666667     2.309401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0           0    0    NA 0.000 0.000
3          9           0    0     4 0.444 0.167
4         12           0    0     3 0.330 0.133
5         13           0    0     7 0.348 0.120
6         14           0    0     6 0.287 0.036
7         13           0    0     5 0.345 0.218
8         15           0    0     3 0.332 0.113
9         11           0    0     2 0.376 0.182
10         3           0    0     1 0.419 0.200

[1] "Total fpts: NA (104)"
       Lineup (28) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3  Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4      Eric Thames  MIL   1B   3800  0.00     16.538462     8.272599
5   Starlin Castro  NYY   2B   3300  6.00      8.933333     6.441680
6    Chase Headley  NYY   3B   3000  5.00     11.000000     6.748219
7     Corey Seager  LAD   SS   4600 24.00      7.857143     7.998626
8    Brett Gardner  NYY   OF   3600  4.00      8.083333     7.525210
9  Jacoby Ellsbury  NYY   OF   3500 23.00      7.357143     5.001648
10     Aaron Judge  NYY   OF   3500  5.00     10.692308     9.902732
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     2 0.593 0.566
5         15         0.0 0.00     3 0.425 0.211
6         14         0.0 0.00     2 0.491 0.250
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.289 0.063
9         14         0.0 0.00     4 0.350 0.094
10        13         0.0 0.00     5 0.420 0.383

[1] "Total fpts: NA (105)"
       Lineup (30) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3  Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4   Logan Morrison   TB   1B   3200 14.00      8.636364     9.254974
5      Brad Miller   TB   2B   3600  5.00      8.076923     8.391082
6    Evan Longoria   TB   3B   4100 14.00      7.400000     7.008159
7     Corey Seager  LAD   SS   4600 24.00      7.857143     7.998626
8     Steven Souza   TB   OF   3500  3.00      8.600000     7.604510
9  Kevin Kiermaier   TB   OF   3400  3.00      7.866667     7.753954
10    Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         11         0.0 0.00     6 0.345 0.196
5         13         0.0 0.00     4 0.330 0.170
6         15         0.0 0.00     3 0.318 0.141
7         14         0.0 0.00     2 0.350 0.180
8         15         0.0 0.00     5 0.445 0.254
9         15         0.0 0.00     2 0.356 0.123
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (106)"
     Lineup (33) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2   Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3   James McCann  DET     C   2900 16.00      3.666667     6.501282
4  Anthony Rizzo  CHC    1B   5300 20.00      7.461538     5.109067
5  Andrew Romine  DET 2B/OF   2300  0.00      7.714286     8.654754
6  Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7   Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8   Justin Upton  DET    OF   4200  7.00      8.250000     9.528154
9   JaCoby Jones  DET    OF   2900  0.00      4.500000     6.220932
10 Mikie Mahtook  DET    OF   2800  3.00      1.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          6         0.0 0.00     7 0.299 0.265
4         13         0.0 0.00     3 0.378 0.121
5          7         0.0 0.00     9 0.287 0.219
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8          8         0.0 0.00     5 0.371 0.222
9          6         0.0 0.00     8 0.258 0.167
10         2         0.0 0.00     6 0.212 0.067

[1] "Total fpts: NA (107)"
       Lineup (39) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2       Jon Lester  CHC    P  10600  4.75     19.500000     2.602403
3    Austin Romine  NYY    C   2500  3.00      7.500000     6.301927
4        Greg Bird <NA> <NA>     NA    NA           NaN           NA
5   Starlin Castro  NYY   2B   3300  6.00      8.933333     6.441680
6    Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7     Corey Seager  LAD   SS   4600 24.00      7.857143     7.998626
8  Jacoby Ellsbury  NYY   OF   3500 23.00      7.357143     5.001648
9      Aaron Judge  NYY   OF   3500  5.00     10.692308     9.902732
10    Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3         6.0 1.06    NA 0.000 0.000
3          8         0.0 0.00     7 0.385 0.179
4          0          NA   NA    NA    NA    NA
5         15         0.0 0.00     3 0.425 0.211
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         14         0.0 0.00     4 0.350 0.094
9         13         0.0 0.00     5 0.420 0.383
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (108)"
        Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET     P  10300  5.85      6.275000    20.470741
2       Tim Adleman <NA>  <NA>     NA    NA           NaN           NA
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4      Brandon Belt   SF    1B   5000 19.00      6.714286     5.703286
5     Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6     Eduardo Nunez   SF    3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF    SS   4700  3.00      8.461538     6.008541
8      Hunter Pence   SF    OF   5300  5.00      7.466667     5.865963
9      Josh Reddick  HOU    OF   3300  2.00      8.000000    10.049876
10     Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          9         0.0 0.00     4 0.444 0.167
4         14         0.0 0.00     2 0.344 0.237
5         11         0.0 0.00     2 0.328 0.087
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         11         0.0 0.00     2 0.376 0.182
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (109)"
        Lineup (45) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA> <NA>     NA   NA     23.050000    12.038168
2     Drew Pomeranz  BOS    P   6700 11.8     20.025000     6.328606
3      Buster Posey   SF    C   5100  5.0      7.555556     6.227181
4   Adrian Gonzalez  LAD   1B   3900  0.0      6.000000     4.089899
5         Joe Panik   SF   2B   4800 10.0      6.538462     5.695252
6     Eduardo Nunez   SF   3B   5000 19.0      7.000000     7.595545
7  Brandon Crawford   SF   SS   4700  3.0      8.461538     6.008541
8       Yasiel Puig  LAD   OF   3900  0.0      7.142857     8.899932
9      Jarrod Dyson  SEA   OF   2900  3.0      6.714286     4.268463
10    Chris Marrero   SF   OF   2800  9.0      4.000000     6.855655
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3          9         0.0 0.00     4 0.444 0.167
4         12         0.0 0.00     4 0.312 0.039
5         13         0.0 0.00     7 0.348 0.120
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         14         0.0 0.00     5 0.387 0.273
9         14         0.0 0.00     9 0.269 0.056
10         7         0.0 0.00     8 0.168 0.100

[1] "Total fpts: NA (110)"
       Lineup (46) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3  Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4      Eric Thames  MIL   1B   3800  0.00     16.538462     8.272599
5    Robinson Cano  SEA   2B   4100  0.00      7.562500     7.676534
6      Kyle Seager  SEA   3B   3800  5.00      5.937500     4.999583
7    Taylor Motter  SEA   SS   3100  5.00     10.900000     9.386160
8      Nelson Cruz  SEA   OF   4200 12.00      6.937500     5.347507
9    Mitch Haniger  SEA   OF   3400 10.00     12.000000     7.483315
10    Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     2 0.593 0.566
5         16         0.0 0.00     3 0.319 0.152
6         16         0.0 0.00     5 0.300 0.070
7         10         0.0 0.00     6 0.434 0.436
8         16         0.0 0.00     4 0.322 0.159
9         16         0.0 0.00     2 0.421 0.258
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (111)"
        Lineup (47) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA> <NA>     NA   NA     23.050000    12.038168
2     Drew Pomeranz  BOS    P   6700 11.8     20.025000     6.328606
3   Yasmani Grandal  LAD    C   3500  9.0      6.454545     8.418594
4  Paul Goldschmidt  ARI   1B   5100 18.0      8.705882     5.860511
5       Jose Altuve  HOU   2B   4500  3.0      9.428571     8.187366
6     Justin Turner  LAD   3B   3700  7.0      8.750000     5.879471
7     Carlos Correa  HOU   SS   4400  2.0      4.909091     3.113023
8   George Springer  HOU   OF   4200  9.0     10.000000     9.198662
9      Josh Reddick  HOU   OF   3300  2.0      8.000000    10.049876
10   Norichika Aoki  HOU   OF   3200  2.0      6.333333     7.500000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         17         0.0 0.00     3 0.363 0.170
5         14         0.0 0.00     3 0.346 0.066
6         12         0.0 0.00     3 0.428 0.160
7         11         0.0 0.00     4 0.282 0.061
8         14         0.0 0.00     1 0.335 0.324
9         11         0.0 0.00     2 0.376 0.182
10         9         0.0 0.00     9 0.335 0.118

[1] "Total fpts: NA (112)"
      Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
2    Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3    James McCann  DET     C   2900 16.00      3.666667     6.501282
4     Eric Thames  MIL    1B   3800  0.00     16.538462     8.272599
5     Jose Altuve  HOU    2B   4500  3.00      9.428571     8.187366
6    Alex Bregman  HOU 3B/SS   3700  5.00      6.076923     4.872739
7   Carlos Correa  HOU    SS   4400  2.00      4.909091     3.113023
8  Carlos Beltran  HOU    OF   3500 19.00      5.333333     4.376244
9    Josh Reddick  HOU    OF   3300  2.00      8.000000    10.049876
10   Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.06    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          6           0 0.00     7 0.299 0.265
4         13           0 0.00     2 0.593 0.566
5         14           0 0.00     3 0.346 0.066
6         13           0 0.00     6 0.322 0.073
7         11           0 0.00     4 0.282 0.061
8         12           0 0.00     5 0.284 0.103
9         11           0 0.00     2 0.376 0.182
10         6           0 0.00     7 0.317 0.237

[1] "Total fpts: NA (113)"
         Lineup (52) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom <NA> <NA>     NA   NA     23.050000    12.038168
2      Drew Pomeranz  BOS    P   6700 11.8     20.025000     6.328606
3  Robinson Chirinos  TEX    C   3200 30.0     10.750000    12.737739
4        Mike Napoli  TEX   1B   4000  5.0      5.266667     6.146621
5       Rougned Odor  TEX   2B   4500  0.0      4.866667     5.330059
6        Kris Bryant  CHC   3B   5200  5.0      9.384615     9.622356
7       Corey Seager  LAD   SS   4600 24.0      7.857143     7.998626
8      Shin-Soo Choo  TEX   OF   4400  9.0      6.666667     8.127768
9       Nomar Mazara  TEX   OF   3800  2.0     10.133333    10.294705
10      Andrew Toles  LAD   OF   3100  5.0     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3          4         0.0 0.00     6 0.408 0.308
4         15         0.0 0.00     4 0.242 0.133
5         15         0.0 0.00     5 0.285 0.206
6         13         0.0 0.00     2 0.333 0.180
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     2 0.312 0.089
9         15         0.0 0.00     3 0.355 0.224
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (114)"
         Lineup (56) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom <NA> <NA>     NA   NA     23.050000    12.038168
2      Tyler Glasnow  PIT    P   6600 13.1      1.100000    15.202796
3       James McCann  DET    C   2900 16.0      3.666667     6.501282
4      Anthony Rizzo  CHC   1B   5300 20.0      7.461538     5.109067
5         Dee Gordon  MIA   2B   4300  0.0      8.153846     5.030675
6        Kris Bryant  CHC   3B   5200  5.0      9.384615     9.622356
7    Addison Russell  CHC   SS   4000  7.0     10.000000     9.770084
8     Kyle Schwarber  CHC   OF   4900 12.0      7.916667     5.664215
9      Jason Heyward  CHC   OF   3700 14.0      6.181818     3.995452
10 Guillermo Heredia  SEA   OF   2600  8.0      6.750000    11.586630
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         3.3 2.55    NA 0.000 0.000
3          6         0.0 0.00     7 0.299 0.265
4         13         0.0 0.00     3 0.378 0.121
5         13         0.0 0.00     1 0.310 0.045
6         13         0.0 0.00     2 0.333 0.180
7         12         0.0 0.00     4 0.325 0.220
8         12         0.0 0.00     1 0.361 0.214
9         11         0.0 0.00     5 0.310 0.039
10         4         0.0 0.00     1 0.332 0.214

[1] "Total fpts: NA (115)"
      Lineup (57) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2    Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3    Stephen Vogt  OAK    C   3100  4.00      4.200000     3.765339
4   Yonder Alonso  OAK   1B   2800 17.00      8.800000     7.656515
5      Jed Lowrie  OAK   2B   2700  7.00      6.769231     7.072881
6   Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7    Corey Seager  LAD   SS   4600 24.00      7.857143     7.998626
8  Kyle Schwarber  CHC   OF   4900 12.00      7.916667     5.664215
9     Khris Davis  OAK   OF   3800  2.00      9.428571     7.582513
10    Jaff Decker  OAK   OF   2000  6.00      5.666667     2.309401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         10         0.0 0.00     5 0.289 0.171
4         10         0.0 0.00     2 0.377 0.225
5         13         0.0 0.00     3 0.355 0.151
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     2 0.350 0.180
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     4 0.433 0.397
10         3         0.0 0.00     1 0.419 0.200

[1] "Total fpts: NA (116)"
        Lineup (58) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
2        Alex Meyer  LAA    P   4700  6.65           NaN           NA
3      Buster Posey   SF    C   5100  5.00      7.555556     6.227181
4  Paul Goldschmidt  ARI   1B   5100 18.00      8.705882     5.860511
5     Brandon Drury  ARI   2B   3500 16.00      5.466667     5.841559
6         Jake Lamb  ARI   3B   4000 11.00      9.937500     7.233890
7      Corey Seager  LAD   SS   4600 24.00      7.857143     7.998626
8     Yasmany Tomas  ARI   OF   3900 11.00      8.153846     8.050322
9     David Peralta  ARI   OF   3700 10.00      7.214286     8.621784
10     Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0           0    0    NA 0.000 0.000
3          9           0    0     4 0.444 0.167
4         17           0    0     3 0.363 0.170
5         15           0    0     6 0.286 0.073
6         16           0    0     4 0.388 0.233
7         14           0    0     2 0.350 0.180
8         13           0    0     5 0.347 0.226
9         14           0    0     7 0.291 0.153
10         6           0    0     7 0.317 0.237

[1] "Total fpts: NA (117)"
         Lineup (63) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Justin Verlander  DET    P  10300  5.85      6.275000    20.470741
2       Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3        JT Realmuto  MIA    C   3500  3.00      7.818182     7.386720
4        Justin Bour  MIA   1B   3200  3.00      5.538462     5.853993
5        Kolten Wong  STL   2B   3400 14.00      5.400000     5.378971
6      Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7       Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8  Giancarlo Stanton  MIA   OF   4700 16.00      9.000000    10.295630
9   Christian Yelich  MIA   OF   4400  0.00     10.785714     8.377429
10     Marcell Ozuna  MIA   OF   3600 14.00     11.142857    11.508239
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     7 0.422 0.208
4         13         0.0 0.00     5 0.265 0.148
5         10         0.0 0.00     8 0.280 0.180
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     1 0.251 0.019
8         13         0.0 0.00     4 0.366 0.232
9         14         0.0 0.00     3 0.345 0.185
10        14         0.0 0.00     6 0.418 0.271

[1] "Total fpts: NA (118)"
        Lineup (66) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET    P  10300  5.85      6.275000    20.470741
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3      Buster Posey   SF    C   5100  5.00      7.555556     6.227181
4         Greg Bird <NA> <NA>     NA    NA           NaN           NA
5    Starlin Castro  NYY   2B   3300  6.00      8.933333     6.441680
6     Chase Headley  NYY   3B   3000  5.00     11.000000     6.748219
7      Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8    Kyle Schwarber  CHC   OF   4900 12.00      7.916667     5.664215
9   Jacoby Ellsbury  NYY   OF   3500 23.00      7.357143     5.001648
10      Aaron Judge  NYY   OF   3500  5.00     10.692308     9.902732
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          9         0.0 0.00     4 0.444 0.167
4          0          NA   NA    NA    NA    NA
5         15         0.0 0.00     3 0.425 0.211
6         14         0.0 0.00     2 0.491 0.250
7         12         0.0 0.00     1 0.251 0.019
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     4 0.350 0.094
10        13         0.0 0.00     5 0.420 0.383

[1] "Total fpts: NA (119)"
        Lineup (67) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3   Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4   Freddie Freeman  ATL   1B   4600 14.00     13.071429    13.657707
5  Brandon Phillips  ATL   2B   3500  3.00      8.928571     8.071453
6     Adonis Garcia  ATL   3B   3400 19.00      4.071429     4.514324
7      Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8         Matt Kemp  ATL   OF   4100  0.00     13.500000    13.178265
9     Nick Markakis  ATL   OF   3600  3.00      7.142857     4.347539
10     Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         14         0.0 0.00     3 0.552 0.444
5         14         0.0 0.00     6 0.362 0.121
6         14         0.0 0.00     2 0.209 0.070
7         12         0.0 0.00     1 0.251 0.019
8          4         0.0 0.00     4 0.542 0.500
9         14         0.0 0.00     5 0.364 0.161
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (120)"
          Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2        Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3         JT Realmuto  MIA     C   3500  3.00      7.818182     7.386720
4         Justin Bour  MIA    1B   3200  3.00      5.538462     5.853993
5       Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6  Adeiny Hechavarria  MIA 3B/SS   2600  0.00      3.250000     3.403430
7        Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8   Giancarlo Stanton  MIA    OF   4700 16.00      9.000000    10.295630
9       Marcell Ozuna  MIA    OF   3600 14.00     11.142857    11.508239
10       Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     7 0.422 0.208
4         13         0.0 0.00     5 0.265 0.148
5         11         0.0 0.00     2 0.328 0.087
6          4         0.0 0.00     8 0.206 0.000
7         14         0.0 0.00     2 0.350 0.180
8         13         0.0 0.00     4 0.366 0.232
9         14         0.0 0.00     6 0.418 0.271
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (121)"
      Lineup (69) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2    Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3     Carlos Ruiz  SEA     C   2400  2.00      4.000000     4.898979
4  Danny Valencia  SEA    1B   3200  0.00      4.000000     3.374110
5   Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6     Kyle Seager  SEA    3B   3800  5.00      5.937500     4.999583
7   Taylor Motter  SEA    SS   3100  5.00     10.900000     9.386160
8  Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9     Nelson Cruz  SEA    OF   4200 12.00      6.937500     5.347507
10    Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          5         0.0 0.00     8 0.273 0.077
4         14         0.0 0.00     7 0.227 0.091
5         11         0.0 0.00     2 0.328 0.087
6         16         0.0 0.00     5 0.300 0.070
7         10         0.0 0.00     6 0.434 0.436
8         12         0.0 0.00     1 0.361 0.214
9         16         0.0 0.00     4 0.322 0.159
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: NA (122)"
        Lineup (71) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA> <NA>     NA   NA     23.050000    12.038168
2       Tim Adleman <NA> <NA>     NA   NA           NaN           NA
3      Buster Posey   SF    C   5100    5      7.555556     6.227181
4      Brandon Belt   SF   1B   5000   19      6.714286     5.703286
5       Kolten Wong  STL   2B   3400   14      5.400000     5.378971
6     Chase Headley  NYY   3B   3000    5     11.000000     6.748219
7  Brandon Crawford   SF   SS   4700    3      8.461538     6.008541
8      Hunter Pence   SF   OF   5300    5      7.466667     5.865963
9       Denard Span   SF   OF   4900    5      5.100000     3.604010
10      Yasiel Puig  LAD   OF   3900    0      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0          NA   NA    NA    NA    NA
3          9           0    0     4 0.444 0.167
4         14           0    0     2 0.344 0.237
5         10           0    0     8 0.280 0.180
6         14           0    0     2 0.491 0.250
7         13           0    0     5 0.345 0.218
8         15           0    0     3 0.332 0.113
9         10           0    0     1 0.247 0.091
10        14           0    0     5 0.387 0.273

[1] "Total fpts: NA (123)"
       Lineup (72) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3     James McCann  DET    C   2900 16.00      3.666667     6.501282
4      Eric Thames  MIL   1B   3800  0.00     16.538462     8.272599
5      Brad Miller   TB   2B   3600  5.00      8.076923     8.391082
6    Evan Longoria   TB   3B   4100 14.00      7.400000     7.008159
7      Tim Beckham   TB   SS   2900  3.00      4.692308     6.884580
8   Kyle Schwarber  CHC   OF   4900 12.00      7.916667     5.664215
9  Kevin Kiermaier   TB   OF   3400  3.00      7.866667     7.753954
10 Corey Dickerson   TB   OF   3300 14.00      8.833333     6.307763
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          6         0.0 0.00     7 0.299 0.265
4         13         0.0 0.00     2 0.593 0.566
5         13         0.0 0.00     4 0.330 0.170
6         15         0.0 0.00     3 0.318 0.141
7         13         0.0 0.00     9 0.242 0.135
8         12         0.0 0.00     1 0.361 0.214
9         15         0.0 0.00     2 0.356 0.123
10        12         0.0 0.00     1 0.400 0.254

[1] "Total fpts: NA (124)"
        Lineup (74) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET    P  10300  5.85      6.275000    20.470741
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3     Tyler Flowers  ATL    C   3000  2.00      6.857143     3.579040
4  Paul Goldschmidt  ARI   1B   5100 18.00      8.705882     5.860511
5  Brandon Phillips  ATL   2B   3500  3.00      8.928571     8.071453
6     Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7    Dansby Swanson  ATL   SS   3300  0.00      3.384615     4.093459
8         Matt Kemp  ATL   OF   4100  0.00     13.500000    13.178265
9     Nick Markakis  ATL   OF   3600  3.00      7.142857     4.347539
10     Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          7         0.0 0.00     7 0.423 0.037
4         17         0.0 0.00     3 0.363 0.170
5         14         0.0 0.00     6 0.362 0.121
6         12         0.0 0.00     3 0.428 0.160
7         13         0.0 0.00     8 0.159 0.066
8          4         0.0 0.00     4 0.542 0.500
9         14         0.0 0.00     5 0.364 0.161
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (125)"
        Lineup (76) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3    Russell Martin  TOR    C   3400 13.00      4.833333     4.987864
4   Kendrys Morales  TOR   1B   3500  6.00      6.642857     5.930458
5       Ian Kinsler  DET   2B   4400  0.00      7.555556     6.597558
6     Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7   Troy Tulowitzki  TOR   SS   3700  7.00      6.357143     7.375710
8     Jose Bautista  TOR   OF   4300 23.00      4.142857     3.009144
9      Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
10 Ezequiel Carrera  TOR   OF   2700 12.00      3.857143     3.532165
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         12         0.0 0.00     6 0.239 0.103
4         14         0.0 0.00     4 0.327 0.196
5          9         0.0 0.00     1 0.377 0.217
6         12         0.0 0.00     3 0.428 0.160
7         14         0.0 0.00     5 0.289 0.130
8         14         0.0 0.00     3 0.202 0.036
9          6         0.0 0.00     7 0.317 0.237
10         7         0.0 0.00     2 0.268 0.133

[1] "Total fpts: NA (126)"
         Lineup (81) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom <NA>  <NA>     NA   NA     23.050000    12.038168
2      Drew Pomeranz  BOS     P   6700 11.8     20.025000     6.328606
3    Yasmani Grandal  LAD     C   3500  9.0      6.454545     8.418594
4     Mitch Moreland  BOS    1B   3700  0.0      9.461538     7.434328
5     Dustin Pedroia  BOS    2B   4700  5.0      4.916667     3.964807
6    Marco Hernandez  BOS 3B/SS   3300  6.0      5.000000     5.147815
7       Jordy Mercer  PIT    SS   3000 18.0      4.250000     3.387812
8       Mookie Betts  BOS    OF   5400  5.0      8.000000     8.876936
9     Kyle Schwarber  CHC    OF   4900 12.0      7.916667     5.664215
10 Andrew Benintendi  BOS    OF   4400  0.0      7.923077     5.908490
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     4 0.427 0.230
5         12         0.0 0.00     1 0.275 0.017
6          5         0.0 0.00     9 0.239 0.039
7         12         0.0 0.00     1 0.251 0.019
8         11         0.0 0.00     3 0.389 0.132
9         12         0.0 0.00     1 0.361 0.214
10        13         0.0 0.00     2 0.369 0.111

[1] "Total fpts: NA (127)"
        Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
2        Alex Meyer  LAA     P   4700  6.65           NaN           NA
3      Brian McCann  HOU     C   3100 15.00      8.444444     5.637178
4  Paul Goldschmidt  ARI    1B   5100 18.00      8.705882     5.860511
5       Jose Altuve  HOU    2B   4500  3.00      9.428571     8.187366
6      Alex Bregman  HOU 3B/SS   3700  5.00      6.076923     4.872739
7     Carlos Correa  HOU    SS   4400  2.00      4.909091     3.113023
8      Hunter Pence   SF    OF   5300  5.00      7.466667     5.865963
9    Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
10   Carlos Beltran  HOU    OF   3500 19.00      5.333333     4.376244
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0           0    0    NA 0.000 0.000
3          9           0    0     7 0.355 0.171
4         17           0    0     3 0.363 0.170
5         14           0    0     3 0.346 0.066
6         13           0    0     6 0.322 0.073
7         11           0    0     4 0.282 0.061
8         15           0    0     3 0.332 0.113
9         12           0    0     1 0.361 0.214
10        12           0    0     5 0.284 0.103

[1] "Total fpts: NA (128)"
         Lineup (89) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2       Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3      Austin Hedges   SD    C   2700 18.00      5.769231     8.486792
4          Wil Myers   SD   1B   4500  2.00      9.533333     9.054333
5  Yangervis Solarte   SD   2B   3500 12.00      5.200000     6.646159
6      Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7        Erick Aybar   SD   SS   2600  5.00      4.666667     5.140452
8     Kyle Schwarber  CHC   OF   4900 12.00      7.916667     5.664215
9      Manuel Margot   SD   OF   3400 15.00      6.214286     6.015091
10      Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         13         0.0 0.00     5 0.268 0.234
4         15         0.0 0.00     3 0.446 0.313
5         15         0.0 0.00     4 0.289 0.148
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     2 0.278 0.140
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     1 0.316 0.200
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (129)"
        Lineup (91) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2      Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3         Yan Gomes  CLE     C   2800  3.00      4.857143     4.845223
4    Carlos Santana  CLE 1B/OF   4100  4.00      8.000000     8.686458
5       Ian Kinsler  DET    2B   4400  0.00      7.555556     6.597558
6     Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7  Francisco Lindor  CLE    SS   3900  3.00     12.000000    11.560120
8  Michael Brantley  CLE    OF   4200  6.00     10.555556     6.105553
9      Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
10   Austin Jackson  CLE    OF   2800  7.00      4.666667     4.082483
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          7         0.0 0.00     9 0.203 0.114
4         12         0.0 0.00     1 0.325 0.179
5          9         0.0 0.00     1 0.377 0.217
6         12         0.0 0.00     3 0.428 0.160
7         12         0.0 0.00     2 0.427 0.312
8          9         0.0 0.00     3 0.371 0.184
9          6         0.0 0.00     7 0.317 0.237
10         6         0.0 0.00     8 0.325 0.111

[1] "Total fpts: NA (130)"
        Lineup (94) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC    P  10600  4.75     19.500000     2.602403
2       Tim Adleman <NA> <NA>     NA    NA           NaN           NA
3      Buster Posey   SF    C   5100  5.00      7.555556     6.227181
4  Paul Goldschmidt  ARI   1B   5100 18.00      8.705882     5.860511
5         Joe Panik   SF   2B   4800 10.00      6.538462     5.695252
6     Eduardo Nunez   SF   3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF   SS   4700  3.00      8.461538     6.008541
8      Joc Pederson  LAD   OF   3800 12.00      5.875000     6.791539
9      Josh Reddick  HOU   OF   3300  2.00      8.000000    10.049876
10    Chris Marrero   SF   OF   2800  9.00      4.000000     6.855655
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.06    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          9           0 0.00     4 0.444 0.167
4         17           0 0.00     3 0.363 0.170
5         13           0 0.00     7 0.348 0.120
6         14           0 0.00     6 0.287 0.036
7         13           0 0.00     5 0.345 0.218
8          8           0 0.00     1 0.291 0.103
9         11           0 0.00     2 0.376 0.182
10         7           0 0.00     8 0.168 0.100

[1] "Total fpts: NA (131)"
      Lineup (104) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom <NA> <NA>     NA   NA     23.050000    12.038168
2    Drew Pomeranz  BOS    P   6700 11.8     20.025000     6.328606
3  Yasmani Grandal  LAD    C   3500  9.0      6.454545     8.418594
4      Eric Thames  MIL   1B   3800  0.0     16.538462     8.272599
5  Jonathan Villar  MIL   2B   4500  6.0      8.000000     9.531901
6      Travis Shaw  MIL   3B   3600  3.0     11.000000     9.569296
7     Jordy Mercer  PIT   SS   3000 18.0      4.250000     3.387812
8       Ryan Braun  MIL   OF   5000 17.0     12.142857     8.839223
9   Kyle Schwarber  CHC   OF   4900 12.0      7.916667     5.664215
10 Domingo Santana  MIL   OF   3800  0.0      8.583333     5.299371
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     2 0.593 0.566
5         15         0.0 0.00     1 0.234 0.159
6         15         0.0 0.00     4 0.387 0.381
7         12         0.0 0.00     1 0.251 0.019
8         14         0.0 0.00     3 0.430 0.327
9         12         0.0 0.00     1 0.361 0.214
10        12         0.0 0.00     5 0.336 0.208

[1] "Total fpts: NA (132)"
       Lineup (109) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
2      Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4   Kendrys Morales  TOR    1B   3500  6.00      6.642857     5.930458
5        Ryan Goins  TOR 2B/3B   2200  4.00      4.000000     5.291503
6     Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7      Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8     Jose Bautista  TOR    OF   4300 23.00      4.142857     3.009144
9      Kevin Pillar  TOR    OF   3100  5.00      7.000000     6.928203
10 Ezequiel Carrera  TOR    OF   2700 12.00      3.857143     3.532165
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.06    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          9           0 0.00     4 0.444 0.167
4         14           0 0.00     4 0.327 0.196
5          3           0 0.00     9 0.269 0.077
6         12           0 0.00     3 0.428 0.160
7         14           0 0.00     2 0.350 0.180
8         14           0 0.00     3 0.202 0.036
9         14           0 0.00     1 0.364 0.136
10         7           0 0.00     2 0.268 0.133

[1] "Total fpts: NA (133)"
       Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA>  <NA>     NA   NA     23.050000    12.038168
2     Tyler Glasnow  PIT     P   6600 13.1      1.100000    15.202796
3      James McCann  DET     C   2900 16.0      3.666667     6.501282
4  Paul Goldschmidt  ARI    1B   5100 18.0      8.705882     5.860511
5     Brandon Drury  ARI    2B   3500 16.0      5.466667     5.841559
6         Jake Lamb  ARI    3B   4000 11.0      9.937500     7.233890
7      Chris Owings  ARI OF/SS   3500 13.0      8.000000     9.389028
8      Hunter Pence   SF    OF   5300  5.0      7.466667     5.865963
9    Kyle Schwarber  CHC    OF   4900 12.0      7.916667     5.664215
10    Yasmany Tomas  ARI    OF   3900 11.0      8.153846     8.050322
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         3.3 2.55    NA 0.000 0.000
3          6         0.0 0.00     7 0.299 0.265
4         17         0.0 0.00     3 0.363 0.170
5         15         0.0 0.00     6 0.286 0.073
6         16         0.0 0.00     4 0.388 0.233
7         14         0.0 0.00     2 0.331 0.107
8         15         0.0 0.00     3 0.332 0.113
9         12         0.0 0.00     1 0.361 0.214
10        13         0.0 0.00     5 0.347 0.226

[1] "Total fpts: NA (134)"
      Lineup (113) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3  Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4        Joe Mauer  MIN   1B   3500  4.00      5.100000     2.183270
5     Brian Dozier  MIN   2B   4300  3.00      8.300000     5.417051
6      Miguel Sano  MIN   3B   3900  6.00     10.181818     8.897395
7     Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8       Max Kepler  MIN   OF   3600  4.00      7.818182     7.846250
9  Robbie Grossman  MIN   OF   3400 11.00     10.222222     6.534099
10    Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         10         0.0 0.00     4 0.229 0.018
5         10         0.0 0.00     1 0.287 0.138
6         11         0.0 0.00     3 0.417 0.353
7         12         0.0 0.00     1 0.251 0.019
8         11         0.0 0.00     2 0.372 0.200
9          9         0.0 0.00     5 0.428 0.180
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (135)"
         Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Justin Verlander  DET     P  10300  5.85      6.275000    20.470741
2        Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3  Francisco Cervelli  PIT     C   3000  0.00      5.700000     3.433495
4     Adrian Gonzalez  LAD    1B   3900  0.00      6.000000     4.089899
5       Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6        David Freese  PIT    3B   3000 10.00      5.727273     5.293220
7        Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8    Andrew McCutchen  PIT    OF   4300  5.00      6.307692     6.005340
9     Gregory Polanco  PIT    OF   4200  4.00      7.111111     8.115486
10        Yasiel Puig  LAD    OF   3900  0.00      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         10         0.0 0.00     6 0.321 0.208
4         12         0.0 0.00     4 0.312 0.039
5         11         0.0 0.00     2 0.328 0.087
6         11         0.0 0.00     5 0.432 0.209
7         14         0.0 0.00     2 0.331 0.107
8         13         0.0 0.00     3 0.315 0.170
9          9         0.0 0.00     4 0.288 0.068
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: NA (136)"
      Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3    Austin Romine  NYY     C   2500  3.00      7.500000     6.301927
4        Greg Bird <NA>  <NA>     NA    NA           NaN           NA
5    Josh Harrison  PIT 2B/3B   3500  8.00      5.727273     3.977208
6      Kris Bryant  CHC    3B   5200  5.00      9.384615     9.622356
7  Ronald Torreyes  NYY    SS   2400  3.00      5.923077     6.089082
8   Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9  Jacoby Ellsbury  NYY    OF   3500 23.00      7.357143     5.001648
10     Aaron Judge  NYY    OF   3500  5.00     10.692308     9.902732
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          8         0.0 0.00     7 0.385 0.179
4          0          NA   NA    NA    NA    NA
5         11         0.0 0.00     2 0.328 0.087
6         13         0.0 0.00     2 0.333 0.180
7         13         0.0 0.00     8 0.267 0.152
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     4 0.350 0.094
10        13         0.0 0.00     5 0.420 0.383

[1] "Total fpts: NA (137)"
      Lineup (124) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3  Yasmani Grandal  LAD    C   3500  9.00      6.454545     8.418594
4       Joey Votto  CIN   1B   4600  2.00      9.000000     7.121396
5      Jose Peraza  CIN   2B   3600  7.00      6.923077     7.931599
6   Eugenio Suarez  CIN   3B   3400 12.00     10.153846     9.026315
7      Zack Cozart  CIN   SS   3300  9.00      9.307692     5.721081
8      Adam Duvall  CIN   OF   4000 19.00      8.285714    10.072266
9     Josh Reddick  HOU   OF   3300  2.00      8.000000    10.049876
10    Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.344 0.171
4         15         0.0 0.00     3 0.360 0.310
5         13         0.0 0.00     2 0.237 0.050
6         13         0.0 0.00     5 0.440 0.294
7         13         0.0 0.00     6 0.482 0.267
8         14         0.0 0.00     4 0.340 0.263
9         11         0.0 0.00     2 0.376 0.182
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (138)"
    Lineup (128) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2   Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3   Jason Castro  MIN    C   2700  0.00      5.625000     5.998512
4  Anthony Rizzo  CHC   1B   5300 20.00      7.461538     5.109067
5   Brian Dozier  MIN   2B   4300  3.00      8.300000     5.417051
6  Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7  Jorge Polanco  MIN   SS   3200 14.00      6.818182     4.578606
8  Eddie Rosario  MIN   OF   3300 18.00      3.700000     2.584140
9   Byron Buxton  MIN   OF   3300  3.00      2.666667     3.774917
10  Andrew Toles  LAD   OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          8         0.0 0.00     6 0.348 0.105
4         13         0.0 0.00     3 0.378 0.121
5         10         0.0 0.00     1 0.287 0.138
6         12         0.0 0.00     3 0.428 0.160
7         11         0.0 0.00     7 0.315 0.118
8         10         0.0 0.00     8 0.230 0.020
9          9         0.0 0.00     9 0.124 0.041
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (139)"
       Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
2   Adam Wainwright  STL     P   6000 25.65      5.583333     9.728095
3      Buster Posey   SF     C   5100  5.00      7.555556     6.227181
4      Brandon Belt   SF    1B   5000 19.00      6.714286     5.703286
5     Andrew Romine  DET 2B/OF   2300  0.00      7.714286     8.654754
6     Eduardo Nunez   SF    3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF    SS   4700  3.00      8.461538     6.008541
8      Hunter Pence   SF    OF   5300  5.00      7.466667     5.865963
9   Corey Dickerson   TB    OF   3300 14.00      8.833333     6.307763
10     Jarrod Dyson  SEA    OF   2900  3.00      6.714286     4.268463
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         3.4  2.2    NA 0.000 0.000
3          9         0.0  0.0     4 0.444 0.167
4         14         0.0  0.0     2 0.344 0.237
5          7         0.0  0.0     9 0.287 0.219
6         14         0.0  0.0     6 0.287 0.036
7         13         0.0  0.0     5 0.345 0.218
8         15         0.0  0.0     3 0.332 0.113
9         12         0.0  0.0     1 0.400 0.254
10        14         0.0  0.0     9 0.269 0.056

[1] "Total fpts: NA (140)"
      Lineup (135) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2     Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3     Derek Norris   TB    C   2700  0.00      4.181818     4.854239
4    Anthony Rizzo  CHC   1B   5300 20.00      7.461538     5.109067
5      Ian Kinsler  DET   2B   4400  0.00      7.555556     6.597558
6    Justin Turner  LAD   3B   3700  7.00      8.750000     5.879471
7      Tim Beckham   TB   SS   2900  3.00      4.692308     6.884580
8  Kevin Kiermaier   TB   OF   3400  3.00      7.866667     7.753954
9  Corey Dickerson   TB   OF   3300 14.00      8.833333     6.307763
10  Shane Peterson   TB   OF   2200  3.00      7.500000     3.535534
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     7 0.192 0.023
4         13         0.0 0.00     3 0.378 0.121
5          9         0.0 0.00     1 0.377 0.217
6         12         0.0 0.00     3 0.428 0.160
7         13         0.0 0.00     9 0.242 0.135
8         15         0.0 0.00     2 0.356 0.123
9         12         0.0 0.00     1 0.400 0.254
10         2         0.0 0.00     8 0.421 0.286

[1] "Total fpts: NA (141)"
        Lineup (138) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom <NA>  <NA>     NA   NA     23.050000    12.038168
2      Drew Pomeranz  BOS     P   6700 11.8     20.025000     6.328606
3    Yasmani Grandal  LAD     C   3500  9.0      6.454545     8.418594
4        Justin Bour  MIA    1B   3200  3.0      5.538462     5.853993
5       Martin Prado  MIA 2B/3B   3400  6.0      4.500000     2.121320
6      Eduardo Nunez   SF    3B   5000 19.0      7.000000     7.595545
7   Brandon Crawford   SF    SS   4700  3.0      8.461538     6.008541
8  Giancarlo Stanton  MIA    OF   4700 16.0      9.000000    10.295630
9   Christian Yelich  MIA    OF   4400  0.0     10.785714     8.377429
10     Marcell Ozuna  MIA    OF   3600 14.0     11.142857    11.508239
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3         11         0.0 0.00     6 0.344 0.171
4         13         0.0 0.00     5 0.265 0.148
5          2         0.0 0.00     2 0.338 0.000
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         13         0.0 0.00     4 0.366 0.232
9         14         0.0 0.00     3 0.345 0.185
10        14         0.0 0.00     6 0.418 0.271

[1] "Total fpts: NA (142)"
        Lineup (139) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom <NA>  <NA>     NA   NA     23.050000    12.038168
2      Tyler Glasnow  PIT     P   6600 13.1      1.100000    15.202796
3  Christian Vazquez  BOS     C   3100  3.0     11.400000    12.581733
4        Eric Thames  MIL    1B   3800  0.0     16.538462     8.272599
5     Dustin Pedroia  BOS    2B   4700  5.0      4.916667     3.964807
6    Marco Hernandez  BOS 3B/SS   3300  6.0      5.000000     5.147815
7       Corey Seager  LAD    SS   4600 24.0      7.857143     7.998626
8       Mookie Betts  BOS    OF   5400  5.0      8.000000     8.876936
9  Andrew Benintendi  BOS    OF   4400  0.0      7.923077     5.908490
10       Yasiel Puig  LAD    OF   3900  0.0      7.142857     8.899932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         3.3 2.55    NA 0.000 0.000
3          5         0.0 0.00     8 0.627 0.313
4         13         0.0 0.00     2 0.593 0.566
5         12         0.0 0.00     1 0.275 0.017
6          5         0.0 0.00     9 0.239 0.039
7         14         0.0 0.00     2 0.350 0.180
8         11         0.0 0.00     3 0.389 0.132
9         13         0.0 0.00     2 0.369 0.111
10        14         0.0 0.00     5 0.387 0.273

[1] "Total fpts: NA (143)"
       Lineup (141) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET    P  10300  5.85      6.275000    20.470741
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3      Derek Norris   TB    C   2700  0.00      4.181818     4.854239
4    Logan Morrison   TB   1B   3200 14.00      8.636364     9.254974
5       Brad Miller   TB   2B   3600  5.00      8.076923     8.391082
6     Evan Longoria   TB   3B   4100 14.00      7.400000     7.008159
7      Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8    Kyle Schwarber  CHC   OF   4900 12.00      7.916667     5.664215
9       Yasiel Puig  LAD   OF   3900  0.00      7.142857     8.899932
10     Steven Souza   TB   OF   3500  3.00      8.600000     7.604510
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     7 0.192 0.023
4         11         0.0 0.00     6 0.345 0.196
5         13         0.0 0.00     4 0.330 0.170
6         15         0.0 0.00     3 0.318 0.141
7         12         0.0 0.00     1 0.251 0.019
8         12         0.0 0.00     1 0.361 0.214
9         14         0.0 0.00     5 0.387 0.273
10        15         0.0 0.00     5 0.445 0.254

[1] "Total fpts: NA (144)"
         Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Jon Lester  CHC     P  10600  4.75     19.500000     2.602403
2        Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3  Francisco Cervelli  PIT     C   3000  0.00      5.700000     3.433495
4          Jose Osuna  PIT 1B/OF   2800 12.00           NaN           NA
5         Kolten Wong  STL    2B   3400 14.00      5.400000     5.378971
6        David Freese  PIT    3B   3000 10.00      5.727273     5.293220
7        Corey Seager  LAD    SS   4600 24.00      7.857143     7.998626
8    Andrew McCutchen  PIT    OF   4300  5.00      6.307692     6.005340
9     Gregory Polanco  PIT    OF   4200  4.00      7.111111     8.115486
10       Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.06    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         10           0 0.00     6 0.321 0.208
4          0           0 0.00     7 0.000 0.000
5         10           0 0.00     8 0.280 0.180
6         11           0 0.00     5 0.432 0.209
7         14           0 0.00     2 0.350 0.180
8         13           0 0.00     3 0.315 0.170
9          9           0 0.00     4 0.288 0.068
10         6           0 0.00     7 0.317 0.237

[1] "Total fpts: NA (145)"
     Lineup (144) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom <NA>  <NA>     NA   NA     23.050000    12.038168
2   Drew Pomeranz  BOS     P   6700 11.8     20.025000     6.328606
3   Yadier Molina  STL     C   3800  3.0      4.846154     4.506406
4  Matt Carpenter  STL    1B   4700  7.0      6.666667     5.694229
5     Jedd Gyorko  STL 2B/3B   3900  8.0      8.888889     9.479510
6     Miguel Sano  MIN    3B   3900  6.0     10.181818     8.897395
7    Aledmys Diaz  STL    SS   4500  3.0      7.538462    11.259184
8   Dexter Fowler  STL    OF   4800  5.0      6.133333     8.069932
9     Yasiel Puig  LAD    OF   3900  0.0      7.142857     8.899932
10   Josh Reddick  HOU    OF   3300  2.0      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          2         5.2 1.16    NA 0.000 0.000
3         13         0.0 0.00     5 0.265 0.087
4         12         0.0 0.00     3 0.330 0.133
5          9         0.0 0.00     4 0.430 0.353
6         11         0.0 0.00     3 0.417 0.353
7         13         0.0 0.00     2 0.290 0.210
8         15         0.0 0.00     1 0.244 0.139
9         14         0.0 0.00     5 0.387 0.273
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: NA (146)"
       Lineup (145) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2      Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3    Salvador Perez   KC    C   3600  0.00      7.538462     6.345804
4       Eric Hosmer   KC   1B   4100  5.00      4.769231     3.919053
5       Kolten Wong  STL   2B   3400 14.00      5.400000     5.378971
6  Cheslor Cuthbert   KC   3B   3500  5.00      4.250000     8.500000
7      Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8      Lorenzo Cain   KC   OF   4200  9.00      8.923077     4.554513
9       Alex Gordon   KC   OF   3900  4.00      5.230769     4.003204
10     Josh Reddick  HOU   OF   3300  2.00      8.000000    10.049876
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         13         0.0 0.00     4 0.351 0.276
4         13         0.0 0.00     3 0.248 0.070
5         10         0.0 0.00     8 0.280 0.180
6          4         0.0 0.00     5 0.198 0.177
7         12         0.0 0.00     1 0.251 0.019
8         13         0.0 0.00     2 0.398 0.057
9         13         0.0 0.00     1 0.242 0.049
10        11         0.0 0.00     2 0.376 0.182

[1] "Total fpts: NA (147)"
         Lineup (146) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2        Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3  Welington Castillo  BAL     C   3600  0.00      6.000000     5.310367
4        Trey Mancini  BAL 1B/OF   3300  0.00     12.285714    15.272135
5     Jonathan Schoop  BAL    2B   3700  2.00      7.785714     6.066029
6       Justin Turner  LAD    3B   3700  7.00      8.750000     5.879471
7            JJ Hardy  BAL    SS   3100  0.00      5.461538     6.279801
8      Kyle Schwarber  CHC    OF   4900 12.00      7.916667     5.664215
9        Craig Gentry  BAL    OF   3200 11.00      5.250000    10.500000
10       Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         11         0.0 0.00     6 0.334 0.093
4          7         0.0 0.00     7 0.469 0.464
5         14         0.0 0.00     8 0.344 0.240
6         12         0.0 0.00     3 0.428 0.160
7         13         0.0 0.00     9 0.277 0.128
8         12         0.0 0.00     1 0.361 0.214
9          4         0.0 0.00     1 0.150 0.167
10         6         0.0 0.00     7 0.317 0.237

[1] "Total fpts: NA (148)"
        Lineup (147) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Justin Verlander  DET    P  10300  5.85      6.275000    20.470741
2       Jacob deGrom <NA> <NA>     NA    NA     23.050000    12.038168
3       James McCann  DET    C   2900 16.00      3.666667     6.501282
4      Anthony Rizzo  CHC   1B   5300 20.00      7.461538     5.109067
5      Robinson Cano  SEA   2B   4100  0.00      7.562500     7.676534
6        Kyle Seager  SEA   3B   3800  5.00      5.937500     4.999583
7       Jordy Mercer  PIT   SS   3000 18.00      4.250000     3.387812
8        Nelson Cruz  SEA   OF   4200 12.00      6.937500     5.347507
9      Mitch Haniger  SEA   OF   3400 10.00     12.000000     7.483315
10 Guillermo Heredia  SEA   OF   2600  8.00      6.750000    11.586630
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.44    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          6         0.0 0.00     7 0.299 0.265
4         13         0.0 0.00     3 0.378 0.121
5         16         0.0 0.00     3 0.319 0.152
6         16         0.0 0.00     5 0.300 0.070
7         12         0.0 0.00     1 0.251 0.019
8         16         0.0 0.00     4 0.322 0.159
9         16         0.0 0.00     2 0.421 0.258
10         4         0.0 0.00     1 0.332 0.214

[1] "Total fpts: NA (149)"
       Lineup (148) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE    P  10800 44.25     14.775000     2.085965
2       Tim Adleman <NA> <NA>     NA    NA           NaN           NA
3      Buster Posey   SF    C   5100  5.00      7.555556     6.227181
4       Justin Bour  MIA   1B   3200  3.00      5.538462     5.853993
5         Joe Panik   SF   2B   4800 10.00      6.538462     5.695252
6     Eduardo Nunez   SF   3B   5000 19.00      7.000000     7.595545
7  Brandon Crawford   SF   SS   4700  3.00      8.461538     6.008541
8      Hunter Pence   SF   OF   5300  5.00      7.466667     5.865963
9     Brett Gardner  NYY   OF   3600  4.00      8.083333     7.525210
10     Jarrod Dyson  SEA   OF   2900  3.00      6.714286     4.268463
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          9         0.0 0.00     4 0.444 0.167
4         13         0.0 0.00     5 0.265 0.148
5         13         0.0 0.00     7 0.348 0.120
6         14         0.0 0.00     6 0.287 0.036
7         13         0.0 0.00     5 0.345 0.218
8         15         0.0 0.00     3 0.332 0.113
9         12         0.0 0.00     1 0.289 0.063
10        14         0.0 0.00     9 0.269 0.056

[1] "Total fpts: NA (150)"
        Lineup (149) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  10800 44.25     14.775000     2.085965
2       Jacob deGrom <NA>  <NA>     NA    NA     23.050000    12.038168
3  Robinson Chirinos  TEX     C   3200 30.00     10.750000    12.737739
4        Eric Thames  MIL    1B   3800  0.00     16.538462     8.272599
5       Rougned Odor  TEX    2B   4500  0.00      4.866667     5.330059
6         Joey Gallo  TEX    3B   3700 30.00      7.933333     7.787047
7       Chris Owings  ARI OF/SS   3500 13.00      8.000000     9.389028
8   Delino DeShields  TEX    OF   3600  0.00      3.000000     3.559026
9   Jurickson Profar  TEX    OF   3400  4.00      4.500000     2.777460
10      Andrew Toles  LAD    OF   3100  5.00     10.333333     8.406347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.1 1.42    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          4         0.0 0.00     6 0.408 0.308
4         13         0.0 0.00     2 0.593 0.566
5         15         0.0 0.00     5 0.285 0.206
6         15         0.0 0.00     8 0.321 0.264
7         14         0.0 0.00     2 0.331 0.107
8          4         0.0 0.00     9 0.158 0.000
9          8         0.0 0.00     7 0.240 0.000
10         6         0.0 0.00     7 0.317 0.237



***********************************************************************************************
Contest 6: 2017-04-22 $40.00entry_MLB$250KSaturdaySlugfest
***********************************************************************************************
[1] "PnL: -5080"

[1] "Total fpts: 188.25 (1)"
        Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2     Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3      Austin Hedges   SD   C   2700 18.00      6.642857     8.784664
4      Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5        DJ LeMahieu  COL  2B   4600 15.00      6.071429     6.219872
6      Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7  Andrelton Simmons  LAA  SS   3100 23.00      6.071429     5.757461
8   Charlie Blackmon  COL  OF   4800 26.00      9.066667     6.088240
9    Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
10     David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.330 0.113
8         15         0.0 0.00     1 0.318 0.239
9         14         0.0 0.00     4 0.226 0.117
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 177.5 (2)"
        Lineup (52) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P  10900 35.6     19.375000     5.338656
2      Jaime Garcia  ATL    P   6800 17.9      7.333333     6.390683
3       JT Realmuto  MIA    C   3500  6.0      7.416667     7.178989
4  Paul Goldschmidt  ARI   1B   4900 11.0      9.222222     6.092962
5     Austin Barnes  LAD 2B/C   3100 16.0     10.666667     9.451631
6         Jake Lamb  ARI   3B   3900 18.0     10.000000     7.008923
7   Xander Bogaerts  BOS   SS   4700  5.0      7.900000     5.300943
8        AJ Pollock  ARI   OF   4000 10.0      9.625000     8.147597
9     Yasmany Tomas  ARI   OF   3800 32.0      8.357143     7.771814
10    David Peralta  ARI   OF   3600 26.0      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         18         0.0 0.00     3 0.377 0.175
5          3         0.0 0.00     7 0.293 0.278
6         17         0.0 0.00     4 0.384 0.219
7         10         0.0 0.00     1 0.331 0.021
8         16         0.0 0.00     1 0.352 0.178
9         14         0.0 0.00     5 0.338 0.224
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 175.1 (3)"
         Lineup (98) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2         Lance Lynn  STL     P   6000 26.5     16.000000    14.354268
3        JT Realmuto  MIA     C   3500  6.0      7.416667     7.178989
4   Paul Goldschmidt  ARI    1B   4900 11.0      9.222222     6.092962
5    Daniel Descalso  ARI 2B/OF   2500  2.0      3.400000     4.098780
6          Jake Lamb  ARI    3B   3900 18.0     10.000000     7.008923
7       Chris Owings  ARI OF/SS   3400 12.0      8.333333     9.139136
8  Giancarlo Stanton  MIA    OF   4500 30.0      9.500000    10.067083
9   Christian Yelich  MIA    OF   4200  2.0     10.066667     8.539544
10     Yasmany Tomas  ARI    OF   3800 32.0      8.357143     7.771814
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         18         0.0 0.00     3 0.377 0.175
5          5         0.0 0.00     6 0.260 0.042
6         17         0.0 0.00     4 0.384 0.219
7         15         0.0 0.00     7 0.336 0.117
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        14         0.0 0.00     5 0.338 0.224

[1] "Total fpts: 174.2 (4)"
        Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2       Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3      Yadier Molina  STL     C   3800 11.00      4.714286     4.357638
4   Paul Goldschmidt  ARI    1B   4900 11.00      9.222222     6.092962
5    Daniel Descalso  ARI 2B/OF   2500  2.00      3.400000     4.098780
6          Jake Lamb  ARI    3B   3900 18.00     10.000000     7.008923
7    Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9      Yasmany Tomas  ARI    OF   3800 32.00      8.357143     7.771814
10     David Peralta  ARI    OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         18         0.0 0.00     3 0.377 0.175
5          5         0.0 0.00     6 0.260 0.042
6         17         0.0 0.00     4 0.384 0.219
7         10         0.0 0.00     1 0.331 0.021
8         14         0.0 0.00     4 0.373 0.267
9         14         0.0 0.00     5 0.338 0.224
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 167.35 (5)"
       Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2    Nick Martinez  TEX   P   4000 16.75           NaN           NA
3     Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4    Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5      DJ LeMahieu  COL  2B   4600 15.00      6.071429     6.219872
6    Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7     Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8  Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
9      Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10   David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9         15         0.0 0.00     4 0.365 0.254
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 157.75 (6)"
        Lineup (30) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4  Paul Goldschmidt  ARI  1B   4900 11.00      9.222222     6.092962
5        Dee Gordon  MIA  2B   4100 12.00      7.571429     5.301876
6         Jake Lamb  ARI  3B   3900 18.00     10.000000     7.008923
7      Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8        AJ Pollock  ARI  OF   4000 10.00      9.625000     8.147597
9     Yasmany Tomas  ARI  OF   3800 32.00      8.357143     7.771814
10    David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         18         0.0 0.00     3 0.377 0.175
5         14         0.0 0.00     1 0.293 0.042
6         17         0.0 0.00     4 0.384 0.219
7         14         0.0 0.00     6 0.280 0.232
8         16         0.0 0.00     1 0.352 0.178
9         14         0.0 0.00     5 0.338 0.224
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 156.45 (7)"
        Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2     Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3      Austin Hedges   SD   C   2700 18.00      6.642857     8.784664
4          Wil Myers   SD  1B   4400 13.00      9.062500     8.947765
5  Yangervis Solarte   SD  2B   3400 11.00      5.625000     6.642038
6       Ryan Schimpf   SD  3B   3500  0.00      5.666667     7.138094
7        Erick Aybar   SD  SS   2600  0.00      4.692308     4.922476
8  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10     David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         16         0.0 0.00     3 0.431 0.300
5         16         0.0 0.00     4 0.296 0.141
6         15         0.0 0.00     6 0.289 0.180
7         13         0.0 0.00     2 0.274 0.130
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 156.35 (8)"
       Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2        Lance Lynn  STL     P   6000 26.50     16.000000    14.354268
3   Jonathan Lucroy  TEX     C   4100  2.00      5.272727     7.128687
4  Paul Goldschmidt  ARI    1B   4900 11.00      9.222222     6.092962
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6         Jake Lamb  ARI    3B   3900 18.00     10.000000     7.008923
7  Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8        AJ Pollock  ARI    OF   4000 10.00      9.625000     8.147597
9     Yasmany Tomas  ARI    OF   3800 32.00      8.357143     7.771814
10    David Peralta  ARI    OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         18         0.0 0.00     3 0.377 0.175
5          0         0.0 0.00     2 1.108 1.250
6         17         0.0 0.00     4 0.384 0.219
7         14         0.0 0.00     5 0.332 0.200
8         16         0.0 0.00     1 0.352 0.178
9         14         0.0 0.00     5 0.338 0.224
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 154.95 (9)"
       Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2     Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3   Chris Herrmann  ARI  C/OF   3100 16.00      2.500000     5.000000
4     Brandon Belt   SF    1B   4600 14.00      7.533333     6.345602
5  Daniel Descalso  ARI 2B/OF   2500  2.00      3.400000     4.098780
6        Jake Lamb  ARI    3B   3900 18.00     10.000000     7.008923
7     Chris Owings  ARI OF/SS   3400 12.00      8.333333     9.139136
8      Denard Span   SF    OF   4400  0.00      5.090909     3.419197
9      Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10   Yasmany Tomas  ARI    OF   3800 32.00      8.357143     7.771814
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          4         0.0 0.00     8 0.163 0.000
4         15         0.0 0.00     2 0.369 0.270
5          5         0.0 0.00     6 0.260 0.042
6         17         0.0 0.00     4 0.384 0.219
7         15         0.0 0.00     7 0.336 0.117
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     4 0.365 0.254
10        14         0.0 0.00     5 0.338 0.224

[1] "Total fpts: 152.35 (10)"
       Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
2       Lance Lynn  STL   P   6000 26.50     16.000000    14.354268
3     Cameron Rupp  PHI   C   3100  2.00      5.700000     5.313505
4    Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5      DJ LeMahieu  COL  2B   4600 15.00      6.071429     6.219872
6    Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7     Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8       Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9  Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
10      AJ Pollock  ARI  OF   4000 10.00      9.625000     8.147597
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     8 0.306 0.175
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     3 0.450 0.333
9         14         0.0 0.00     4 0.226 0.117
10        16         0.0 0.00     1 0.352 0.178

[1] "Total fpts: 151.85 (11)"
        Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
2        Lance Lynn  STL   P   6000 26.50     16.000000    14.354268
3       JT Realmuto  MIA   C   3500  6.00      7.416667     7.178989
4     Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5       DJ LeMahieu  COL  2B   4600 15.00      6.071429     6.219872
6     Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7   Xander Bogaerts  BOS  SS   4700  5.00      7.900000     5.300943
8  Charlie Blackmon  COL  OF   4800 26.00      9.066667     6.088240
9   Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
10      Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     1 0.318 0.239
9         14         0.0 0.00     4 0.226 0.117
10        15         0.0 0.00     4 0.365 0.254

[1] "Total fpts: 150.15 (12)"
        Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2       Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3      Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4  Paul Goldschmidt  ARI    1B   4900 11.00      9.222222     6.092962
5   Daniel Descalso  ARI 2B/OF   2500  2.00      3.400000     4.098780
6         Jake Lamb  ARI    3B   3900 18.00     10.000000     7.008923
7  Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
9     Yasmany Tomas  ARI    OF   3800 32.00      8.357143     7.771814
10    David Peralta  ARI    OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         18         0.0 0.00     3 0.377 0.175
5          5         0.0 0.00     6 0.260 0.042
6         17         0.0 0.00     4 0.384 0.219
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     4 0.365 0.254
9         14         0.0 0.00     5 0.338 0.224
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 147.5 (13)"
            Lineup (101) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2           Jaime Garcia  ATL   P   6800 17.9      7.333333     6.390683
3  Jarrod Saltalamacchia  TOR   C   2600  0.0      2.500000     3.535534
4          Mark Reynolds  COL  1B   4400 30.0      9.428571     7.851646
5            DJ LeMahieu  COL  2B   4600 15.0      6.071429     6.219872
6          Nolan Arenado  COL  3B   5100 11.0     10.333333     9.678154
7       Francisco Lindor  CLE  SS   4100  2.0     11.307692    11.345958
8       Charlie Blackmon  COL  OF   4800 26.0      9.066667     6.088240
9        Carlos Gonzalez  COL  OF   4600  7.0      3.928571     4.141057
10          Brett Eibner  LAD  OF   2100  3.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          2         0.0 0.00     8 0.064 0.000
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     1 0.318 0.239
9         14         0.0 0.00     4 0.226 0.117
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 146.15 (14)"
        Lineup (33) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2       Ian Kennedy   KC    P   7500 15.55     24.150000    16.192745
3    Dustin Garneau  COL    C   3600  7.00      1.833333     3.600926
4     Mark Reynolds  COL   1B   4400 30.00      9.428571     7.851646
5     Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6     Justin Turner  LAD   3B   3700  8.00      8.615385     5.650051
7      Trevor Story  COL   SS   4300 16.00      7.571429     6.595036
8   Carlos Gonzalez  COL   OF   4600  7.00      3.928571     4.141057
9       Yasiel Puig  LAD   OF   3900  7.00      6.666667     8.772251
10 Stephen Cardullo  COL   OF   3700  4.00      3.250000     4.716991
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          6         0.0 0.00     8 0.235 0.172
4         14         0.0 0.00     5 0.412 0.281
5          3         0.0 0.00     7 0.293 0.278
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9         15         0.0 0.00     4 0.365 0.254
10         4         0.0 0.00     7 0.193 0.000

[1] "Total fpts: 144.95 (15)"
         Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2       Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3      Juan Graterol  LAA   C   2400  3.00           NaN           NA
4            CJ Cron  LAA  1B   3600  9.00      3.666667     3.640055
5     Danny Espinosa  LAA  2B   3000  0.00      7.333333     7.306227
6      Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7  Andrelton Simmons  LAA  SS   3100 23.00      6.071429     5.757461
8  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
9        Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10    Cameron Maybin  LAA  OF   3700  8.00      6.272727     4.314879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          0         0.0 0.00     9 0.000 0.000
4          9         0.0 0.00     5 0.212 0.021
5         15         0.0 0.00     8 0.278 0.175
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.330 0.113
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     4 0.365 0.254
10        11         0.0 0.00     7 0.262 0.104

[1] "Total fpts: 142.3 (16)"
        Lineup (58) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2    Chase Anderson  MIL     P   5700 20.7     23.900000    10.535891
3       JT Realmuto  MIA     C   3500  6.0      7.416667     7.178989
4     Mark Reynolds  COL    1B   4400 30.0      9.428571     7.851646
5      Chris Taylor  LAD 2B/SS   3300 10.0           NaN           NA
6     Nolan Arenado  COL    3B   5100 11.0     10.333333     9.678154
7      Trevor Story  COL    SS   4300 16.0      7.571429     6.595036
8   Carlos Gonzalez  COL    OF   4600  7.0      3.928571     4.141057
9  Christian Yelich  MIA    OF   4200  2.0     10.066667     8.539544
10 Stephen Cardullo  COL    OF   3700  4.0      3.250000     4.716991
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         14         0.0 0.00     5 0.412 0.281
5          0         0.0 0.00     2 1.108 1.250
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9         15         0.0 0.00     3 0.327 0.174
10         4         0.0 0.00     7 0.193 0.000

[1] "Total fpts: 141.95 (17)"
         Lineup (63) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2        Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3        JT Realmuto  MIA   C   3500  6.00      7.416667     7.178989
4      Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5        DJ LeMahieu  COL  2B   4600 15.00      6.071429     6.219872
6      Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7       Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8    Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
9  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
10     Chris Marrero   SF  OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9         14         0.0 0.00     4 0.373 0.267
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 139.45 (18)"
       Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2   Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
3     Caleb Joseph  BAL     C   2600 10.00      0.000000     0.000000
4     Trey Mancini  BAL 1B/OF   3300 16.00     10.750000    14.791407
5  Jonathan Schoop  BAL    2B   3800 19.00      7.400000     6.033241
6    Nolan Arenado  COL    3B   5100 11.00     10.333333     9.678154
7         JJ Hardy  BAL    SS   3100  3.00      5.071429     6.207493
8       Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
9      Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10    Craig Gentry  BAL    OF   3200  3.00      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3          3         0.0 0.00     9 0.000 0.000
4          8         0.0 0.00     6 0.427 0.419
5         15         0.0 0.00     7 0.339 0.231
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     8 0.261 0.120
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     4 0.365 0.254
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 138.45 (19)"
       Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
2      Jaime Garcia  ATL   P   6800 17.90      7.333333     6.390683
3     Yadier Molina  STL   C   3800 11.00      4.714286     4.357638
4     Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5        Dee Gordon  MIA  2B   4100 12.00      7.571429     5.301876
6     Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7      Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9   Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
10 Stephen Cardullo  COL  OF   3700  4.00      3.250000     4.716991
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     1 0.293 0.042
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     3 0.450 0.333
9         14         0.0 0.00     4 0.226 0.117
10         4         0.0 0.00     7 0.193 0.000

[1] "Total fpts: 137.2 (20)"
        Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3     Austin Hedges   SD   C   2700 18.00      6.642857     8.784664
4     Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6     Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7      Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8   Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
9       Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10 Stephen Cardullo  COL  OF   3700  4.00      3.250000     4.716991
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         14         0.0 0.00     5 0.412 0.281
5         16         0.0 0.00     1 0.242 0.149
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9         15         0.0 0.00     4 0.365 0.254
10         4         0.0 0.00     7 0.193 0.000

[1] "Total fpts: 137.1 (21)"
        Lineup (102) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2         Lance Lynn  STL   P   6000 26.5     16.000000    14.354268
3    Jonathan Lucroy  TEX   C   4100  2.0      5.272727     7.128687
4        Mike Napoli  TEX  1B   4000 14.0      5.250000     5.938574
5       Rougned Odor  TEX  2B   4400 10.0      4.562500     5.291109
6         Joey Gallo  TEX  3B   3700  2.0      9.312500     9.328942
7       Elvis Andrus  TEX  SS   3900  5.0      8.333333     8.260635
8  Giancarlo Stanton  MIA  OF   4500 30.0      9.500000    10.067083
9   Christian Yelich  MIA  OF   4200  2.0     10.066667     8.539544
10        AJ Pollock  ARI  OF   4000 10.0      9.625000     8.147597
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         16         0.0 0.00     4 0.241 0.125
5         16         0.0 0.00     5 0.269 0.194
6         16         0.0 0.00     8 0.367 0.357
7         15         0.0 0.00     6 0.340 0.231
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        16         0.0 0.00     1 0.352 0.178

[1] "Total fpts: 136.15 (22)"
         Lineup (18) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2        Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3        JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4        Eric Thames  MIL    1B   4100  6.00     15.357143     9.094437
5       Martin Prado  MIA 2B/3B   3300 17.00      5.000000     1.732051
6      Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7       Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10     Marcell Ozuna  MIA    OF   3500  0.00     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         14         0.0 0.00     2 0.549 0.517
5          3         0.0 0.00     2 0.345 0.000
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 134.95 (23)"
        Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3         Yan Gomes  CLE     C   2900  7.00      4.625000     4.533605
4    Carlos Santana  CLE 1B/OF   4300 16.00      7.692308     8.390318
5     Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6     Eduardo Nunez   SF    3B   4400  3.00      7.800000     7.948046
7  Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8  Michael Brantley  CLE    OF   4400 26.00     10.100000     5.933895
9       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10  Abraham Almonte  CLE    OF   3200  4.00      5.500000     3.563706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          8         0.0 0.00     9 0.210 0.108
4         13         0.0 0.00     1 0.327 0.174
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     6 0.303 0.050
7         13         0.0 0.00     2 0.416 0.292
8         10         0.0 0.00     3 0.377 0.170
9         15         0.0 0.00     4 0.365 0.254
10         6         0.0 0.00     8 0.359 0.083

[1] "Total fpts: 134.75 (24)"
        Lineup (85) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3    Dustin Garneau  COL   C   3600  7.00      1.833333     3.600926
4     Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5        Dee Gordon  MIA  2B   4100 12.00      7.571429     5.301876
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7      Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8   Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
9  Stephen Cardullo  COL  OF   3700  4.00      3.250000     4.716991
10    David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          6         0.0 0.00     8 0.235 0.172
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     1 0.293 0.042
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9          4         0.0 0.00     7 0.193 0.000
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 133.3 (25)"
         Lineup (1) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2    Chase Anderson  MIL   P   5700 20.7     23.900000    10.535891
3      Buster Posey   SF   C   4500  3.0      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.0      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.0      6.785714     5.549478
6     Justin Turner  LAD  3B   3700  8.0      8.615385     5.650051
7  Brandon Crawford   SF  SS   4300  0.0      8.071429     5.954498
8       Denard Span   SF  OF   4400  0.0      5.090909     3.419197
9       Yasiel Puig  LAD  OF   3900  7.0      6.666667     8.772251
10    David Peralta  ARI  OF   3600 26.0      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     5 0.332 0.200
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     4 0.365 0.254
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 133.25 (26)"
        Lineup (71) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA    P   8200 18.35     17.400000    18.031223
2      Jaime Garcia  ATL    P   6800 17.90      7.333333     6.390683
3    Chris Herrmann  ARI C/OF   3100 16.00      2.500000     5.000000
4     Mark Reynolds  COL   1B   4400 30.00      9.428571     7.851646
5       DJ LeMahieu  COL   2B   4600 15.00      6.071429     6.219872
6     Nolan Arenado  COL   3B   5100 11.00     10.333333     9.678154
7      Trevor Story  COL   SS   4300 16.00      7.571429     6.595036
8   Carlos Gonzalez  COL   OF   4600  7.00      3.928571     4.141057
9       Denard Span   SF   OF   4400  0.00      5.090909     3.419197
10 Christian Yelich  MIA   OF   4200  2.00     10.066667     8.539544
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          4         0.0 0.00     8 0.163 0.000
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9         11         0.0 0.00     1 0.241 0.082
10        15         0.0 0.00     3 0.327 0.174

[1] "Total fpts: 129.55 (27)"
       Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
2        Matt Moore   SF   P   5800 -1.00     12.850000    12.784659
3     Yadier Molina  STL   C   3800 11.00      4.714286     4.357638
4  Paul Goldschmidt  ARI  1B   4900 11.00      9.222222     6.092962
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6         Jake Lamb  ARI  3B   3900 18.00     10.000000     7.008923
7  Francisco Lindor  CLE  SS   4100  2.00     11.307692    11.345958
8        AJ Pollock  ARI  OF   4000 10.00      9.625000     8.147597
9     Yasmany Tomas  ARI  OF   3800 32.00      8.357143     7.771814
10    David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          3         6.3 1.37    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         18         0.0 0.00     3 0.377 0.175
5         16         0.0 0.00     1 0.242 0.149
6         17         0.0 0.00     4 0.384 0.219
7         13         0.0 0.00     2 0.416 0.292
8         16         0.0 0.00     1 0.352 0.178
9         14         0.0 0.00     5 0.338 0.224
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 128.5 (28)"
       Lineup (82) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE    P  10900 35.6     19.375000     5.338656
2     Jaime Garcia  ATL    P   6800 17.9      7.333333     6.390683
3   Chris Herrmann  ARI C/OF   3100 16.0      2.500000     5.000000
4      Mike Napoli  TEX   1B   4000 14.0      5.250000     5.938574
5     Rougned Odor  TEX   2B   4400 10.0      4.562500     5.291109
6    Eduardo Nunez   SF   3B   4400  3.0      7.800000     7.948046
7     Trevor Story  COL   SS   4300 16.0      7.571429     6.595036
8    Shin-Soo Choo  TEX   OF   4300  5.0      6.846154     7.808608
9     Carlos Gomez  TEX   OF   4000  9.0      6.000000     7.201852
10    Nomar Mazara  TEX   OF   3800  2.0      9.625000    10.151355
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          4         0.0 0.00     8 0.163 0.000
4         16         0.0 0.00     4 0.241 0.125
5         16         0.0 0.00     5 0.269 0.194
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     6 0.280 0.232
8         13         0.0 0.00     2 0.303 0.083
9         16         0.0 0.00     1 0.281 0.194
10        16         0.0 0.00     3 0.346 0.214

[1] "Total fpts: 128.25 (29)"
        Lineup (47) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
2    Chase Anderson  MIL   P   5700 20.70     23.900000    10.535891
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4     Mark Reynolds  COL  1B   4400 30.00      9.428571     7.851646
5       DJ LeMahieu  COL  2B   4600 15.00      6.071429     6.219872
6     Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8  Charlie Blackmon  COL  OF   4800 26.00      9.066667     6.088240
9   Carlos Gonzalez  COL  OF   4600  7.00      3.928571     4.141057
10      Denard Span   SF  OF   4400  0.00      5.090909     3.419197
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         14         0.0 0.00     5 0.412 0.281
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     1 0.318 0.239
9         14         0.0 0.00     4 0.226 0.117
10        11         0.0 0.00     1 0.241 0.082

[1] "Total fpts: 127.9 (30)"
        Lineup (27) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
2        Lance Lynn  STL   P   6000 26.5     16.000000    14.354268
3      Buster Posey   SF   C   4500  3.0      7.300000     5.926400
4     Mark Reynolds  COL  1B   4400 30.0      9.428571     7.851646
5         Joe Panik   SF  2B   4400 19.0      6.785714     5.549478
6     Nolan Arenado  COL  3B   5100 11.0     10.333333     9.678154
7      Trevor Story  COL  SS   4300 16.0      7.571429     6.595036
8   Carlos Gonzalez  COL  OF   4600  7.0      3.928571     4.141057
9       Denard Span   SF  OF   4400  0.0      5.090909     3.419197
10 Stephen Cardullo  COL  OF   3700  4.0      3.250000     4.716991
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1  1.2    NA 0.000 0.000
2          2         5.8  1.1    NA 0.000 0.000
3         10         0.0  0.0     4 0.412 0.143
4         14         0.0  0.0     5 0.412 0.281
5         14         0.0  0.0     3 0.367 0.113
6         15         0.0  0.0     3 0.462 0.381
7         14         0.0  0.0     6 0.280 0.232
8         14         0.0  0.0     4 0.226 0.117
9         11         0.0  0.0     1 0.241 0.082
10         4         0.0  0.0     7 0.193 0.000

[1] "Total fpts: 126.4 (31)"
         Lineup (81) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL     P   6800 17.9      7.333333     6.390683
2         Lance Lynn  STL     P   6000 26.5     16.000000    14.354268
3        JT Realmuto  MIA     C   3500  6.0      7.416667     7.178989
4    Freddie Freeman  ATL    1B   4600 16.0     13.133333    13.163080
5       Martin Prado  MIA 2B/3B   3300 17.0      5.000000     1.732051
6      Nolan Arenado  COL    3B   5100 11.0     10.333333     9.678154
7   Brandon Crawford   SF    SS   4300  0.0      8.071429     5.954498
8  Giancarlo Stanton  MIA    OF   4500 30.0      9.500000    10.067083
9   Christian Yelich  MIA    OF   4200  2.0     10.066667     8.539544
10     Marcell Ozuna  MIA    OF   3500  0.0     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.44    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         15         0.0 0.00     3 0.548 0.466
5          3         0.0 0.00     2 0.345 0.000
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 126.1 (32)"
        Lineup (29) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2        Lance Lynn  STL     P   6000 26.5     16.000000    14.354268
3     Yadier Molina  STL     C   3800 11.0      4.714286     4.357638
4    Matt Carpenter  STL    1B   4700  7.0      6.692308     5.452593
5       Jedd Gyorko  STL 2B/3B   3900 14.0      8.800000     8.941787
6     Justin Turner  LAD    3B   3700  8.0      8.615385     5.650051
7  Brandon Crawford   SF    SS   4300  0.0      8.071429     5.954498
8  Stephen Piscotty  STL    OF   4500  2.0      7.153846     8.122460
9    Randal Grichuk  STL    OF   4100 15.0      5.857143     6.959853
10      Yasiel Puig  LAD    OF   3900  7.0      6.666667     8.772251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         13         0.0 0.00     3 0.341 0.146
5         10         0.0 0.00     4 0.432 0.316
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     5 0.332 0.200
8         13         0.0 0.00     5 0.337 0.149
9         14         0.0 0.00     7 0.249 0.155
10        15         0.0 0.00     4 0.365 0.254

[1] "Total fpts: 125.95 (33)"
        Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3         Yan Gomes  CLE     C   2900  7.00      4.625000     4.533605
4    Carlos Santana  CLE 1B/OF   4300 16.00      7.692308     8.390318
5         Joe Panik   SF    2B   4400 19.00      6.785714     5.549478
6     Nolan Arenado  COL    3B   5100 11.00     10.333333     9.678154
7  Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8        Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
9  Michael Brantley  CLE    OF   4400 26.00     10.100000     5.933895
10  Abraham Almonte  CLE    OF   3200  4.00      5.500000     3.563706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          8         0.0 0.00     9 0.210 0.108
4         13         0.0 0.00     1 0.327 0.174
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     3 0.462 0.381
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     3 0.450 0.333
9         10         0.0 0.00     3 0.377 0.170
10         6         0.0 0.00     8 0.359 0.083

[1] "Total fpts: 125.5 (34)"
          Lineup (7) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2       Jaime Garcia  ATL   P   6800 17.9      7.333333     6.390683
3       Buster Posey   SF   C   4500  3.0      7.300000     5.926400
4       Brandon Belt   SF  1B   4600 14.0      7.533333     6.345602
5          Joe Panik   SF  2B   4400 19.0      6.785714     5.549478
6      Eduardo Nunez   SF  3B   4400  3.0      7.800000     7.948046
7   Brandon Crawford   SF  SS   4300  0.0      8.071429     5.954498
8  Giancarlo Stanton  MIA  OF   4500 30.0      9.500000    10.067083
9      Marcell Ozuna  MIA  OF   3500  0.0     11.333333    11.114127
10      Brett Eibner  LAD  OF   2100  3.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     5 0.422 0.302
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 125 (35)"
         Lineup (68) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2         Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
3      Austin Hedges   SD   C   2700 18.0      6.642857     8.784664
4       Brandon Belt   SF  1B   4600 14.0      7.533333     6.345602
5  Yangervis Solarte   SD  2B   3400 11.0      5.625000     6.642038
6       Ryan Schimpf   SD  3B   3500  0.0      5.666667     7.138094
7       Trevor Story  COL  SS   4300 16.0      7.571429     6.595036
8         Mike Trout  LAA  OF   5200 14.0     10.666667     5.287001
9     Hunter Renfroe   SD  OF   3200  5.0      5.312500     6.518883
10  Travis Jankowski   SD  OF   2900  0.0      3.750000     3.306330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         15         0.0 0.00     2 0.369 0.270
5         16         0.0 0.00     4 0.296 0.141
6         15         0.0 0.00     6 0.289 0.180
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     3 0.450 0.333
9         16         0.0 0.00     7 0.288 0.162
10        12         0.0 0.00     8 0.229 0.021

[1] "Total fpts: 124.95 (36)"
         Lineup (10) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2       Tyler Skaggs  LAA    P   8200 18.35     17.400000    18.031223
3        JT Realmuto  MIA    C   3500  6.00      7.416667     7.178989
4       Brandon Belt   SF   1B   4600 14.00      7.533333     6.345602
5      Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6     Derek Dietrich  MIA   3B   3100  3.00      5.090909     6.300072
7   Brandon Crawford   SF   SS   4300  0.00      8.071429     5.954498
8  Giancarlo Stanton  MIA   OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA   OF   4200  2.00     10.066667     8.539544
10     Marcell Ozuna  MIA   OF   3500  0.00     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         15         0.0 0.00     2 0.369 0.270
5          3         0.0 0.00     7 0.293 0.278
6         11         0.0 0.00     7 0.317 0.086
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 124.95 (37)"
       Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3       JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4      Tommy Joseph  PHI    1B   3800  2.00      5.083333     5.160309
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Maikel Franco  PHI    3B   4200 12.00      8.076923     7.921085
7      Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8    Odubel Herrera  PHI    OF   4000  8.00      7.000000     4.572646
9  Michael Saunders  PHI    OF   3600  0.00      7.500000     7.367345
10    Aaron Altherr  PHI    OF   3500 17.00      9.600000     4.669047
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         12         0.0 0.00     5 0.246 0.096
5          0         0.0 0.00     2 1.108 1.250
6         13         0.0 0.00     4 0.259 0.180
7         14         0.0 0.00     6 0.280 0.232
8         12         0.0 0.00     3 0.334 0.105
9         10         0.0 0.00     6 0.294 0.094
10         5         0.0 0.00     2 0.431 0.240

[1] "Total fpts: 124.35 (38)"
          Lineup (8) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
2         Lance Lynn  STL   P   6000 26.50     16.000000    14.354268
3       Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4       Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5          Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6      Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7   Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
9        Denard Span   SF  OF   4400  0.00      5.090909     3.419197
10      Joc Pederson  LAD  OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     4 0.373 0.267
9         11         0.0 0.00     1 0.241 0.082
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 124.3 (39)"
       Lineup (122) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
2      Jaime Garcia  ATL     P   6800 17.9      7.333333     6.390683
3   Jonathan Lucroy  TEX     C   4100  2.0      5.272727     7.128687
4  Paul Goldschmidt  ARI    1B   4900 11.0      9.222222     6.092962
5   Daniel Descalso  ARI 2B/OF   2500  2.0      3.400000     4.098780
6         Jake Lamb  ARI    3B   3900 18.0     10.000000     7.008923
7  Francisco Lindor  CLE    SS   4100  2.0     11.307692    11.345958
8  Christian Yelich  MIA    OF   4200  2.0     10.066667     8.539544
9     Yasmany Tomas  ARI    OF   3800 32.0      8.357143     7.771814
10    David Peralta  ARI    OF   3600 26.0      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         18         0.0 0.00     3 0.377 0.175
5          5         0.0 0.00     6 0.260 0.042
6         17         0.0 0.00     4 0.384 0.219
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     3 0.327 0.174
9         14         0.0 0.00     5 0.338 0.224
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 124.25 (40)"
        Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   8600 11.40     24.016667     7.764395
2    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
3      Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4  Paul Goldschmidt  ARI    1B   4900 11.00      9.222222     6.092962
5   Daniel Descalso  ARI 2B/OF   2500  2.00      3.400000     4.098780
6         Jake Lamb  ARI    3B   3900 18.00     10.000000     7.008923
7      Chris Owings  ARI OF/SS   3400 12.00      8.333333     9.139136
8        Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
9       Denard Span   SF    OF   4400  0.00      5.090909     3.419197
10    Yasmany Tomas  ARI    OF   3800 32.00      8.357143     7.771814
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         18         0.0 0.00     3 0.377 0.175
5          5         0.0 0.00     6 0.260 0.042
6         17         0.0 0.00     4 0.384 0.219
7         15         0.0 0.00     7 0.336 0.117
8         15         0.0 0.00     3 0.450 0.333
9         11         0.0 0.00     1 0.241 0.082
10        14         0.0 0.00     5 0.338 0.224

[1] "Total fpts: 121.15 (41)"
        Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2        Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3      Juan Graterol  LAA   C   2400  3.00           NaN           NA
4        Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5     Danny Espinosa  LAA  2B   3000  0.00      7.333333     7.306227
6      Yunel Escobar  LAA  3B   3200  0.00      7.400000     7.228910
7       Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
9       Kole Calhoun  LAA  OF   3800  7.00      5.785714     5.885818
10    Cameron Maybin  LAA  OF   3700  8.00      6.272727     4.314879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          0         0.0 0.00     9 0.000 0.000
4         14         0.0 0.00     2 0.549 0.517
5         15         0.0 0.00     8 0.278 0.175
6         15         0.0 0.00     1 0.333 0.085
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.373 0.267
9         14         0.0 0.00     2 0.291 0.094
10        11         0.0 0.00     7 0.262 0.104

[1] "Total fpts: 120.4 (42)"
         Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2        Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3     Chris Herrmann  ARI  C/OF   3100 16.00      2.500000     5.000000
4    Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5      Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6      Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7   Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9        Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10      Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          4         0.0 0.00     8 0.163 0.000
4          3         0.0 0.00     5 0.296 0.191
5          3         0.0 0.00     7 0.293 0.278
6         13         0.0 0.00     3 0.432 0.170
7         13         0.0 0.00     2 0.416 0.292
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 120.35 (43)"
        Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA   P   7800 37.35      9.783333    14.809991
2        Matt Moore   SF   P   5800 -1.00     12.850000    12.784659
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8      Carlos Gomez  TEX  OF   4000  9.00      6.000000     7.201852
9        AJ Pollock  ARI  OF   4000 10.00      9.625000     8.147597
10    David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.6 1.32    NA 0.000 0.000
2          3         6.3 1.37    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         16         0.0 0.00     1 0.281 0.194
9         16         0.0 0.00     1 0.352 0.178
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 119.95 (44)"
       Lineup (45) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2     Tyler Skaggs  LAA    P   8200 18.35     17.400000    18.031223
3     Caleb Joseph  BAL    C   2600 10.00      0.000000     0.000000
4     Brandon Belt   SF   1B   4600 14.00      7.533333     6.345602
5    Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6    Manny Machado  BAL   3B   4700  3.00      7.000000     6.546537
7         JJ Hardy  BAL   SS   3100  3.00      5.071429     6.207493
8       Adam Jones  BAL   OF   4300 10.00      7.733333     5.612062
9      Yasiel Puig  LAD   OF   3900  7.00      6.666667     8.772251
10    Craig Gentry  BAL   OF   3200  3.00      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          3         0.0 0.00     9 0.000 0.000
4         15         0.0 0.00     2 0.369 0.270
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     8 0.261 0.120
8         15         0.0 0.00     2 0.350 0.207
9         15         0.0 0.00     4 0.365 0.254
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 117.75 (45)"
        Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   8600 11.40     24.016667     7.764395
2       Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3          Yan Gomes  CLE     C   2900  7.00      4.625000     4.533605
4     Carlos Santana  CLE 1B/OF   4300 16.00      7.692308     8.390318
5       Jason Kipnis  CLE    2B   4200  3.00           NaN           NA
6  Lonnie Chisenhall  CLE 3B/OF   3200 10.00     10.250000    10.626225
7       Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10   Abraham Almonte  CLE    OF   3200  4.00      5.500000     3.563706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          8         0.0 0.00     9 0.210 0.108
4         13         0.0 0.00     1 0.327 0.174
5          0         0.0 0.00     6 0.180 0.000
6          4         0.0 0.00     7 0.382 0.308
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10         6         0.0 0.00     8 0.359 0.083

[1] "Total fpts: 117 (46)"
         Lineup (43) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2         Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
3          Yan Gomes  CLE     C   2900  7.0      4.625000     4.533605
4     Carlos Santana  CLE 1B/OF   4300 16.0      7.692308     8.390318
5    Jonathan Villar  MIL    2B   4600  5.0      7.875000     9.222256
6  Lonnie Chisenhall  CLE 3B/OF   3200 10.0     10.250000    10.626225
7   Francisco Lindor  CLE    SS   4100  2.0     11.307692    11.345958
8        Denard Span   SF    OF   4400  0.0      5.090909     3.419197
9      David Peralta  ARI    OF   3600 26.0      7.400000     8.339236
10   Abraham Almonte  CLE    OF   3200  4.0      5.500000     3.563706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          8         0.0 0.00     9 0.210 0.108
4         13         0.0 0.00     1 0.327 0.174
5         16         0.0 0.00     1 0.242 0.149
6          4         0.0 0.00     7 0.382 0.308
7         13         0.0 0.00     2 0.416 0.292
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     2 0.306 0.143
10         6         0.0 0.00     8 0.359 0.083

[1] "Total fpts: 117 (47)"
        Lineup (89) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2        Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
3   Jonathan Lucroy  TEX     C   4100  2.0      5.272727     7.128687
4   Freddie Freeman  ATL    1B   4600 16.0     13.133333    13.163080
5       Greg Garcia  STL 2B/3B   3000 10.0      5.400000     5.272571
6        Joey Gallo  TEX    3B   3700  2.0      9.312500     9.328942
7      Elvis Andrus  TEX    SS   3900  5.0      8.333333     8.260635
8      Carlos Gomez  TEX    OF   4000  9.0      6.000000     7.201852
9     David Peralta  ARI    OF   3600 26.0      7.400000     8.339236
10 Jurickson Profar  TEX    OF   3300  0.0      4.444444     2.603417
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         15         0.0 0.00     3 0.548 0.466
5          5         0.0 0.00     1 0.323 0.042
6         16         0.0 0.00     8 0.367 0.357
7         15         0.0 0.00     6 0.340 0.231
8         16         0.0 0.00     1 0.281 0.194
9         15         0.0 0.00     2 0.306 0.143
10         9         0.0 0.00     9 0.234 0.000

[1] "Total fpts: 116.1 (48)"
       Lineup (28) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2       Lance Lynn  STL   P   6000 26.5     16.000000    14.354268
3     Buster Posey   SF   C   4500  3.0      7.300000     5.926400
4      Mike Napoli  TEX  1B   4000 14.0      5.250000     5.938574
5     Rougned Odor  TEX  2B   4400 10.0      4.562500     5.291109
6    Justin Turner  LAD  3B   3700  8.0      8.615385     5.650051
7     Elvis Andrus  TEX  SS   3900  5.0      8.333333     8.260635
8    Shin-Soo Choo  TEX  OF   4300  5.0      6.846154     7.808608
9      Yasiel Puig  LAD  OF   3900  7.0      6.666667     8.772251
10    Nomar Mazara  TEX  OF   3800  2.0      9.625000    10.151355
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         16         0.0 0.00     4 0.241 0.125
5         16         0.0 0.00     5 0.269 0.194
6         13         0.0 0.00     3 0.432 0.170
7         15         0.0 0.00     6 0.340 0.231
8         13         0.0 0.00     2 0.303 0.083
9         15         0.0 0.00     4 0.365 0.254
10        16         0.0 0.00     3 0.346 0.214

[1] "Total fpts: 115.75 (49)"
       Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2      Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3    Dustin Garneau  COL     C   3600  7.00      1.833333     3.600926
4     Mark Reynolds  COL    1B   4400 30.00      9.428571     7.851646
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Manny Machado  BAL    3B   4700  3.00      7.000000     6.546537
7      Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8   Carlos Gonzalez  COL    OF   4600  7.00      3.928571     4.141057
9       Denard Span   SF    OF   4400  0.00      5.090909     3.419197
10 Stephen Cardullo  COL    OF   3700  4.00      3.250000     4.716991
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          6         0.0 0.00     8 0.235 0.172
4         14         0.0 0.00     5 0.412 0.281
5          0         0.0 0.00     2 1.108 1.250
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.226 0.117
9         11         0.0 0.00     1 0.241 0.082
10         4         0.0 0.00     7 0.193 0.000

[1] "Total fpts: 114.95 (50)"
       Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3    Chris Herrmann  ARI  C/OF   3100 16.00      2.500000     5.000000
4       Eric Thames  MIL    1B   4100  6.00     15.357143     9.094437
5   Daniel Descalso  ARI 2B/OF   2500  2.00      3.400000     4.098780
6         Jake Lamb  ARI    3B   3900 18.00     10.000000     7.008923
7      Chris Owings  ARI OF/SS   3400 12.00      8.333333     9.139136
8      Mookie Betts  BOS    OF   5300  0.00      7.750000     8.508018
9  Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10    Yasmany Tomas  ARI    OF   3800 32.00      8.357143     7.771814
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          4         0.0 0.00     8 0.163 0.000
4         14         0.0 0.00     2 0.549 0.517
5          5         0.0 0.00     6 0.260 0.042
6         17         0.0 0.00     4 0.384 0.219
7         15         0.0 0.00     7 0.336 0.117
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     3 0.327 0.174
10        14         0.0 0.00     5 0.338 0.224

[1] "Total fpts: 114.7 (51)"
        Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
2       Dan Straily  MIA   P   7800 37.35      9.783333    14.809991
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6         Jake Lamb  ARI  3B   3900 18.00     10.000000     7.008923
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8       Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9     Shin-Soo Choo  TEX  OF   4300  5.00      6.846154     7.808608
10    Marcell Ozuna  MIA  OF   3500  0.00     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          3         4.6 1.32    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         17         0.0 0.00     4 0.384 0.219
7         14         0.0 0.00     5 0.332 0.200
8         11         0.0 0.00     1 0.241 0.082
9         13         0.0 0.00     2 0.303 0.083
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 114.35 (52)"
         Lineup (86) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2         Lance Lynn  STL     P   6000 26.50     16.000000    14.354268
3        JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4     Hanley Ramirez  BOS 1B/OF   4600  0.00      5.909091     4.085451
5       Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Derek Dietrich  MIA    3B   3100  3.00      5.090909     6.300072
7       Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10     Marcell Ozuna  MIA    OF   3500  0.00     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         11         0.0 0.00     4 0.266 0.057
5          0         0.0 0.00     2 1.108 1.250
6         11         0.0 0.00     7 0.317 0.086
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 114.35 (53)"
        Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2         Lance Lynn  STL     P   6000 26.50     16.000000    14.354268
3          Yan Gomes  CLE     C   2900  7.00      4.625000     4.533605
4     Carlos Santana  CLE 1B/OF   4300 16.00      7.692308     8.390318
5          Joe Panik   SF    2B   4400 19.00      6.785714     5.549478
6  Lonnie Chisenhall  CLE 3B/OF   3200 10.00     10.250000    10.626225
7   Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8   Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
9        Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10   Abraham Almonte  CLE    OF   3200  4.00      5.500000     3.563706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3          8         0.0 0.00     9 0.210 0.108
4         13         0.0 0.00     1 0.327 0.174
5         14         0.0 0.00     3 0.367 0.113
6          4         0.0 0.00     7 0.382 0.308
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     3 0.327 0.174
9         15         0.0 0.00     4 0.365 0.254
10         6         0.0 0.00     8 0.359 0.083

[1] "Total fpts: 114.25 (54)"
       Lineup (106) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
2      Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3     Yadier Molina  STL     C   3800 11.00      4.714286     4.357638
4    Matt Carpenter  STL    1B   4700  7.00      6.692308     5.452593
5       Jedd Gyorko  STL 2B/3B   3900 14.00      8.800000     8.941787
6     Nolan Arenado  COL    3B   5100 11.00     10.333333     9.678154
7      Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8  Stephen Piscotty  STL    OF   4500  2.00      7.153846     8.122460
9  Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10   Randal Grichuk  STL    OF   4100 15.00      5.857143     6.959853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         13         0.0 0.00     3 0.341 0.146
5         10         0.0 0.00     4 0.432 0.316
6         15         0.0 0.00     3 0.462 0.381
7         14         0.0 0.00     6 0.280 0.232
8         13         0.0 0.00     5 0.337 0.149
9         15         0.0 0.00     3 0.327 0.174
10        14         0.0 0.00     7 0.249 0.155

[1] "Total fpts: 114 (55)"
         Lineup (49) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2         Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
3      Austin Hedges   SD   C   2700 18.0      6.642857     8.784664
4          Wil Myers   SD  1B   4400 13.0      9.062500     8.947765
5  Yangervis Solarte   SD  2B   3400 11.0      5.625000     6.642038
6      Eduardo Nunez   SF  3B   4400  3.0      7.800000     7.948046
7        Erick Aybar   SD  SS   2600  0.0      4.692308     4.922476
8         Mike Trout  LAA  OF   5200 14.0     10.666667     5.287001
9        Denard Span   SF  OF   4400  0.0      5.090909     3.419197
10     Manuel Margot   SD  OF   3300  8.0      6.800000     6.224376
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         16         0.0 0.00     3 0.431 0.300
5         16         0.0 0.00     4 0.296 0.141
6         15         0.0 0.00     6 0.303 0.050
7         13         0.0 0.00     2 0.274 0.130
8         15         0.0 0.00     3 0.450 0.333
9         11         0.0 0.00     1 0.241 0.082
10        15         0.0 0.00     1 0.332 0.217

[1] "Total fpts: 113 (56)"
       Lineup (103) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2        Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
3      Buster Posey   SF     C   4500  3.0      7.300000     5.926400
4      Tommy Joseph  PHI    1B   3800  2.0      5.083333     5.160309
5       Greg Garcia  STL 2B/3B   3000 10.0      5.400000     5.272571
6     Maikel Franco  PHI    3B   4200 12.0      8.076923     7.921085
7     Freddy Galvis  PHI    SS   3300  5.0      5.846154     5.942028
8    Odubel Herrera  PHI    OF   4000  8.0      7.000000     4.572646
9  Michael Saunders  PHI    OF   3600  0.0      7.500000     7.367345
10    David Peralta  ARI    OF   3600 26.0      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         12         0.0 0.00     5 0.246 0.096
5          5         0.0 0.00     1 0.323 0.042
6         13         0.0 0.00     4 0.259 0.180
7         13         0.0 0.00     7 0.268 0.170
8         12         0.0 0.00     3 0.334 0.105
9         10         0.0 0.00     6 0.294 0.094
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 112.15 (57)"
         Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2        Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3          Yan Gomes  CLE     C   2900  7.00      4.625000     4.533605
4     Carlos Santana  CLE 1B/OF   4300 16.00      7.692308     8.390318
5       Jason Kipnis  CLE    2B   4200  3.00           NaN           NA
6  Lonnie Chisenhall  CLE 3B/OF   3200 10.00     10.250000    10.626225
7   Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8         Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
9        Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10   Abraham Almonte  CLE    OF   3200  4.00      5.500000     3.563706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          8         0.0 0.00     9 0.210 0.108
4         13         0.0 0.00     1 0.327 0.174
5          0         0.0 0.00     6 0.180 0.000
6          4         0.0 0.00     7 0.382 0.308
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     4 0.365 0.254
10         6         0.0 0.00     8 0.359 0.083

[1] "Total fpts: 111.75 (58)"
       Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2      Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3         Yan Gomes  CLE     C   2900  7.00      4.625000     4.533605
4    Carlos Santana  CLE 1B/OF   4300 16.00      7.692308     8.390318
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7  Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8  Michael Brantley  CLE    OF   4400 26.00     10.100000     5.933895
9       Denard Span   SF    OF   4400  0.00      5.090909     3.419197
10  Abraham Almonte  CLE    OF   3200  4.00      5.500000     3.563706
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          8         0.0 0.00     9 0.210 0.108
4         13         0.0 0.00     1 0.327 0.174
5          0         0.0 0.00     2 1.108 1.250
6         13         0.0 0.00     3 0.432 0.170
7         13         0.0 0.00     2 0.416 0.292
8         10         0.0 0.00     3 0.377 0.170
9         11         0.0 0.00     1 0.241 0.082
10         6         0.0 0.00     8 0.359 0.083

[1] "Total fpts: 111.75 (59)"
      Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
2     Jaime Garcia  ATL   P   6800 17.90      7.333333     6.390683
3  Jonathan Lucroy  TEX   C   4100  2.00      5.272727     7.128687
4      Mike Napoli  TEX  1B   4000 14.00      5.250000     5.938574
5     Rougned Odor  TEX  2B   4400 10.00      4.562500     5.291109
6       Joey Gallo  TEX  3B   3700  2.00      9.312500     9.328942
7     Elvis Andrus  TEX  SS   3900  5.00      8.333333     8.260635
8     Mookie Betts  BOS  OF   5300  0.00      7.750000     8.508018
9       Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
10   David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         16         0.0 0.00     4 0.241 0.125
5         16         0.0 0.00     5 0.269 0.194
6         16         0.0 0.00     8 0.367 0.357
7         15         0.0 0.00     6 0.340 0.231
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     3 0.450 0.333
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 111.15 (60)"
       Lineup (66) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2      Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3     Caleb Joseph  BAL     C   2600 10.00      0.000000     0.000000
4      Eric Thames  MIL    1B   4100  6.00     15.357143     9.094437
5     Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6    Manny Machado  BAL    3B   4700  3.00      7.000000     6.546537
7     Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8      Mark Trumbo  BAL    OF   4400  2.00      6.466667     6.523219
9       Adam Jones  BAL    OF   4300 10.00      7.733333     5.612062
10    Craig Gentry  BAL    OF   3200  3.00      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          3         0.0 0.00     9 0.000 0.000
4         14         0.0 0.00     2 0.549 0.517
5          0         0.0 0.00     2 1.108 1.250
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     4 0.286 0.102
9         15         0.0 0.00     2 0.350 0.207
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 111 (61)"
       Lineup (61) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2       Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
3  Jonathan Lucroy  TEX   C   4100  2.0      5.272727     7.128687
4      Mike Napoli  TEX  1B   4000 14.0      5.250000     5.938574
5     Rougned Odor  TEX  2B   4400 10.0      4.562500     5.291109
6   Mike Moustakas   KC  3B   3500  5.0      9.090909     6.331738
7     Elvis Andrus  TEX  SS   3900  5.0      8.333333     8.260635
8     Nomar Mazara  TEX  OF   3800  2.0      9.625000    10.151355
9    David Peralta  ARI  OF   3600 26.0      7.400000     8.339236
10   Chris Marrero   SF  OF   2900  0.0      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         16         0.0 0.00     4 0.241 0.125
5         16         0.0 0.00     5 0.269 0.194
6         11         0.0 0.00     2 0.388 0.291
7         15         0.0 0.00     6 0.340 0.231
8         16         0.0 0.00     3 0.346 0.214
9         15         0.0 0.00     2 0.306 0.143
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 110.95 (62)"
        Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3     Tyler Flowers  ATL   C   3000  2.00      6.250000     3.732100
4   Freddie Freeman  ATL  1B   4600 16.00     13.133333    13.163080
5  Brandon Phillips  ATL  2B   3500 21.00      8.533333     7.927048
6     Justin Turner  LAD  3B   3700  8.00      8.615385     5.650051
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8         Matt Kemp  ATL  OF   4100  3.00     10.800000    12.911235
9       Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10    Nick Markakis  ATL  OF   3600  0.00      6.866667     4.323799
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          8         0.0 0.00     7 0.396 0.033
4         15         0.0 0.00     3 0.548 0.466
5         15         0.0 0.00     6 0.354 0.113
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     5 0.332 0.200
8          5         0.0 0.00     4 0.455 0.417
9         15         0.0 0.00     4 0.365 0.254
10        15         0.0 0.00     5 0.356 0.150

[1] "Total fpts: 110.15 (63)"
        Lineup (39) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Tommy Joseph  PHI  1B   3800  2.00      5.083333     5.160309
5   Cesar Hernandez  PHI  2B   3300 10.00     11.923077     8.499623
6     Maikel Franco  PHI  3B   4200 12.00      8.076923     7.921085
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8    Odubel Herrera  PHI  OF   4000  8.00      7.000000     4.572646
9       Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10    Aaron Altherr  PHI  OF   3500 17.00      9.600000     4.669047
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         12         0.0 0.00     5 0.246 0.096
5         13         0.0 0.00     1 0.388 0.211
6         13         0.0 0.00     4 0.259 0.180
7         14         0.0 0.00     5 0.332 0.200
8         12         0.0 0.00     3 0.334 0.105
9         15         0.0 0.00     4 0.365 0.254
10         5         0.0 0.00     2 0.431 0.240

[1] "Total fpts: 109.35 (64)"
       Lineup (46) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2    Nick Martinez  TEX     P   4000 16.75           NaN           NA
3     Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4   Hanley Ramirez  BOS 1B/OF   4600  0.00      5.909091     4.085451
5    Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6  Marco Hernandez  BOS 3B/SS   3200  5.00      5.166667     4.622409
7  Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8     Mookie Betts  BOS    OF   5300  0.00      7.750000     8.508018
9   Jackie Bradley  BOS    OF   4600 21.00      8.000000     6.480741
10     Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         11         0.0 0.00     4 0.266 0.057
5          3         0.0 0.00     7 0.293 0.278
6          6         0.0 0.00     9 0.285 0.036
7         10         0.0 0.00     1 0.331 0.021
8         12         0.0 0.00     3 0.364 0.123
9          4         0.0 0.00     2 0.314 0.111
10        15         0.0 0.00     4 0.365 0.254

[1] "Total fpts: 109.3 (65)"
         Lineup (9) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2    Chase Anderson  MIL   P   5700 20.7     23.900000    10.535891
3      Buster Posey   SF   C   4500  3.0      7.300000     5.926400
4   Freddie Freeman  ATL  1B   4600 16.0     13.133333    13.163080
5         Joe Panik   SF  2B   4400 19.0      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.0      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.0      8.071429     5.954498
8  Christian Yelich  MIA  OF   4200  2.0     10.066667     8.539544
9        AJ Pollock  ARI  OF   4000 10.0      9.625000     8.147597
10    Chris Marrero   SF  OF   2900  0.0      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     3 0.548 0.466
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.327 0.174
9         16         0.0 0.00     1 0.352 0.178
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 109.25 (66)"
         Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   8600 11.40     24.016667     7.764395
2     Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
3        JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4       Brandon Belt   SF    1B   4600 14.00      7.533333     6.345602
5       Martin Prado  MIA 2B/3B   3300 17.00      5.000000     1.732051
6      Eduardo Nunez   SF    3B   4400  3.00      7.800000     7.948046
7    Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10     Marcell Ozuna  MIA    OF   3500  0.00     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         15         0.0 0.00     2 0.369 0.270
5          3         0.0 0.00     2 0.345 0.000
6         15         0.0 0.00     6 0.303 0.050
7         10         0.0 0.00     1 0.331 0.021
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 109 (67)"
      Lineup (144) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2       Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
3       Jett Bandy  MIL     C   2800  3.0     10.333333     7.297260
4   Carlos Santana  CLE 1B/OF   4300 16.0      7.692308     8.390318
5      Greg Garcia  STL 2B/3B   3000 10.0      5.400000     5.272571
6      Travis Shaw  MIL    3B   3600  7.0     10.500000     9.458682
7     Trevor Story  COL    SS   4300 16.0      7.571429     6.595036
8       Ryan Braun  MIL    OF   4800  2.0     12.466667     8.609519
9     Keon Broxton  MIL    OF   3900  8.0      4.916667     7.115391
10 Domingo Santana  MIL    OF   3800  0.0      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          9         0.0 0.00     6 0.447 0.400
4         13         0.0 0.00     1 0.327 0.174
5          5         0.0 0.00     1 0.323 0.042
6         16         0.0 0.00     4 0.378 0.358
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     3 0.447 0.357
9         12         0.0 0.00     7 0.222 0.133
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 108.95 (68)"
        Lineup (6) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2     Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3     Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4  Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5    Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6    Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7     Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8      Denard Span   SF    OF   4400  0.00      5.090909     3.419197
9      Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10    Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4          3         0.0 0.00     5 0.296 0.191
5          3         0.0 0.00     7 0.293 0.278
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     6 0.280 0.232
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 108.4 (69)"
        Lineup (84) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jaime Garcia  ATL     P   6800 17.9      7.333333     6.390683
2        Lance Lynn  STL     P   6000 26.5     16.000000    14.354268
3   Jonathan Lucroy  TEX     C   4100  2.0      5.272727     7.128687
4   Scott Van Slyke  LAD 1B/OF   2800  5.0      5.333333     7.571878
5     Austin Barnes  LAD  2B/C   3100 16.0     10.666667     9.451631
6     Justin Turner  LAD    3B   3700  8.0      8.615385     5.650051
7  Brandon Crawford   SF    SS   4300  0.0      8.071429     5.954498
8       Yasiel Puig  LAD    OF   3900  7.0      6.666667     8.772251
9      Joc Pederson  LAD    OF   3800  0.0      6.555556     6.672914
10    David Peralta  ARI    OF   3600 26.0      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.44    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4          3         0.0 0.00     5 0.296 0.191
5          3         0.0 0.00     7 0.293 0.278
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     4 0.365 0.254
9          9         0.0 0.00     6 0.310 0.116
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 108.2 (70)"
      Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2     Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3  Jonathan Lucroy  TEX     C   4100  2.00      5.272727     7.128687
4   Hanley Ramirez  BOS 1B/OF   4600  0.00      5.909091     4.085451
5     Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6  Marco Hernandez  BOS 3B/SS   3200  5.00      5.166667     4.622409
7  Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8     Mookie Betts  BOS    OF   5300  0.00      7.750000     8.508018
9   Jackie Bradley  BOS    OF   4600 21.00      8.000000     6.480741
10   David Peralta  ARI    OF   3600 26.00      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         11         0.0 0.00     4 0.266 0.057
5          0         0.0 0.00     2 1.108 1.250
6          6         0.0 0.00     9 0.285 0.036
7         10         0.0 0.00     1 0.331 0.021
8         12         0.0 0.00     3 0.364 0.123
9          4         0.0 0.00     2 0.314 0.111
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 107.95 (71)"
         Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2       Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3      Austin Hedges   SD   C   2700 18.00      6.642857     8.784664
4          Wil Myers   SD  1B   4400 13.00      9.062500     8.947765
5  Yangervis Solarte   SD  2B   3400 11.00      5.625000     6.642038
6       Ryan Schimpf   SD  3B   3500  0.00      5.666667     7.138094
7   Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8        Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9        Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10    Hunter Renfroe   SD  OF   3200  5.00      5.312500     6.518883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         16         0.0 0.00     3 0.431 0.300
5         16         0.0 0.00     4 0.296 0.141
6         15         0.0 0.00     6 0.289 0.180
7         14         0.0 0.00     5 0.332 0.200
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     4 0.365 0.254
10        16         0.0 0.00     7 0.288 0.162

[1] "Total fpts: 106.85 (72)"
         Lineup (3) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
2        Lance Lynn  STL   P   6000 26.50     16.000000    14.354268
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9  Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10      Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     4 0.365 0.254

[1] "Total fpts: 106.45 (73)"
        Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
3       JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4   Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7  Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8        Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
9       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10     Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4          3         0.0 0.00     5 0.296 0.191
5          0         0.0 0.00     2 1.108 1.250
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 106.1 (74)"
        Lineup (34) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P  10900 35.6     19.375000     5.338656
2        Lance Lynn  STL    P   6000 26.5     16.000000    14.354268
3      Buster Posey   SF    C   4500  3.0      7.300000     5.926400
4       Chris Davis  BAL   1B   4500  7.0      7.200000     7.775419
5     Austin Barnes  LAD 2B/C   3100 16.0     10.666667     9.451631
6     Manny Machado  BAL   3B   4700  3.0      7.000000     6.546537
7  Brandon Crawford   SF   SS   4300  0.0      8.071429     5.954498
8       Mark Trumbo  BAL   OF   4400  2.0      6.466667     6.523219
9        Adam Jones  BAL   OF   4300 10.0      7.733333     5.612062
10     Craig Gentry  BAL   OF   3200  3.0      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     5 0.349 0.228
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     4 0.286 0.102
9         15         0.0 0.00     2 0.350 0.207
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 105.95 (75)"
      Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2     Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3       Jett Bandy  MIL     C   2800  3.00     10.333333     7.297260
4     Brandon Belt   SF    1B   4600 14.00      7.533333     6.345602
5     Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6      Travis Shaw  MIL    3B   3600  7.00     10.500000     9.458682
7    Orlando Arcia  MIL    SS   3500  3.00      5.133333     4.853080
8     Keon Broxton  MIL    OF   3900  8.00      4.916667     7.115391
9      Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10 Domingo Santana  MIL    OF   3800  0.00      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          9         0.0 0.00     6 0.447 0.400
4         15         0.0 0.00     2 0.369 0.270
5          0         0.0 0.00     2 1.108 1.250
6         16         0.0 0.00     4 0.378 0.358
7         15         0.0 0.00     8 0.246 0.107
8         12         0.0 0.00     7 0.222 0.133
9         15         0.0 0.00     4 0.365 0.254
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 104.85 (76)"
        Lineup (74) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA     P   7800 37.35      9.783333    14.809991
2        Lance Lynn  STL     P   6000 26.50     16.000000    14.354268
3      Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4    Carlos Santana  CLE 1B/OF   4300 16.00      7.692308     8.390318
5         Joe Panik   SF    2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF    3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8     Jose Bautista  TOR    OF   4100  0.00      5.400000     5.666947
9      Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
10    Chris Marrero   SF    OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.6 1.32    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         13         0.0 0.00     1 0.327 0.174
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.231 0.082
9          9         0.0 0.00     6 0.310 0.116
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 104.25 (77)"
        Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2     Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3         Jett Bandy  MIL   C   2800  3.00     10.333333     7.297260
4        Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5          Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6        Travis Shaw  MIL  3B   3600  7.00     10.500000     9.458682
7    Xander Bogaerts  BOS  SS   4700  5.00      7.900000     5.300943
8         Ryan Braun  MIL  OF   4800  2.00     12.466667     8.609519
9  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
10   Domingo Santana  MIL  OF   3800  0.00      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3          9         0.0 0.00     6 0.447 0.400
4         14         0.0 0.00     2 0.549 0.517
5         14         0.0 0.00     3 0.367 0.113
6         16         0.0 0.00     4 0.378 0.358
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     3 0.447 0.357
9         14         0.0 0.00     4 0.373 0.267
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 103.9 (78)"
        Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
2        Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3      Austin Hedges   SD   C   2700 18.00      6.642857     8.784664
4          Wil Myers   SD  1B   4400 13.00      9.062500     8.947765
5  Yangervis Solarte   SD  2B   3400 11.00      5.625000     6.642038
6      Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7        Erick Aybar   SD  SS   2600  0.00      4.692308     4.922476
8   Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
9        Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10     Manuel Margot   SD  OF   3300  8.00      6.800000     6.224376
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         16         0.0 0.00     3 0.431 0.300
5         16         0.0 0.00     4 0.296 0.141
6         15         0.0 0.00     3 0.462 0.381
7         13         0.0 0.00     2 0.274 0.130
8         15         0.0 0.00     3 0.327 0.174
9         15         0.0 0.00     4 0.365 0.254
10        15         0.0 0.00     1 0.332 0.217

[1] "Total fpts: 103 (79)"
      Lineup (104) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2       Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
3      Drew Butera   KC     C   2400  8.0      1.666667     2.886751
4     Brandon Moss   KC 1B/OF   4000  5.0      5.600000     5.738757
5  Christian Colon   KC 2B/SS   2900  0.0      1.000000     1.414214
6    Eduardo Nunez   SF    3B   4400  3.0      7.800000     7.948046
7  Alcides Escobar   KC    SS   3600  0.0      3.500000     3.653239
8       Mike Trout  LAA    OF   5200 14.0     10.666667     5.287001
9      Alex Gordon   KC    OF   4100  0.0      5.142857     3.860194
10   David Peralta  ARI    OF   3600 26.0      7.400000     8.339236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          3         0.0 0.00     9 0.113 0.100
4         10         0.0 0.00     6 0.237 0.154
5          2         0.0 0.00     8 0.144 0.000
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     7 0.223 0.069
8         15         0.0 0.00     3 0.450 0.333
9         14         0.0 0.00     1 0.239 0.047
10        15         0.0 0.00     2 0.306 0.143

[1] "Total fpts: 102 (80)"
       Lineup (48) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2       Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
3    Juan Graterol  LAA     C   2400  3.0           NaN           NA
4    Albert Pujols  LAA    1B   4100  5.0      7.142857     7.241516
5      Greg Garcia  STL 2B/3B   3000 10.0      5.400000     5.272571
6    Yunel Escobar  LAA    3B   3200  0.0      7.400000     7.228910
7     Trevor Story  COL    SS   4300 16.0      7.571429     6.595036
8       Mike Trout  LAA    OF   5200 14.0     10.666667     5.287001
9      Denard Span   SF    OF   4400  0.0      5.090909     3.419197
10    Kole Calhoun  LAA    OF   3800  7.0      5.785714     5.885818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          0         0.0 0.00     9 0.000 0.000
4         14         0.0 0.00     4 0.250 0.116
5          5         0.0 0.00     1 0.323 0.042
6         15         0.0 0.00     1 0.333 0.085
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     3 0.450 0.333
9         11         0.0 0.00     1 0.241 0.082
10        14         0.0 0.00     2 0.291 0.094

[1] "Total fpts: 101.95 (81)"
       Lineup (40) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2     Tyler Skaggs  LAA    P   8200 18.35     17.400000    18.031223
3      Drew Butera   KC    C   2400  8.00      1.666667     2.886751
4      Eric Hosmer   KC   1B   4300  0.00      4.785714     3.765809
5    Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6   Mike Moustakas   KC   3B   3500  5.00      9.090909     6.331738
7     Trevor Story  COL   SS   4300 16.00      7.571429     6.595036
8     Lorenzo Cain   KC   OF   4400  3.00      8.928571     4.375883
9      Denard Span   SF   OF   4400  0.00      5.090909     3.419197
10     Alex Gordon   KC   OF   4100  0.00      5.142857     3.860194
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          3         0.0 0.00     9 0.113 0.100
4         14         0.0 0.00     4 0.246 0.066
5          3         0.0 0.00     7 0.293 0.278
6         11         0.0 0.00     2 0.388 0.291
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     3 0.403 0.071
9         11         0.0 0.00     1 0.241 0.082
10        14         0.0 0.00     1 0.239 0.047

[1] "Total fpts: 101.95 (82)"
        Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Kenta Maeda  LAD     P   9000  3.25     10.033333     3.140196
2     Chase Anderson  MIL     P   5700 20.70     23.900000    10.535891
3    Jonathan Lucroy  TEX     C   4100  2.00      5.272727     7.128687
4    Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5       Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6      Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7       Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9        Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10      Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4          3         0.0 0.00     5 0.296 0.191
5          0         0.0 0.00     2 1.108 1.250
6         13         0.0 0.00     3 0.432 0.170
7         14         0.0 0.00     6 0.280 0.232
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 101.25 (83)"
        Lineup (20) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
2    Chase Anderson  MIL   P   5700 20.70     23.900000    10.535891
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8      Mookie Betts  BOS  OF   5300  0.00      7.750000     8.508018
9  Charlie Blackmon  COL  OF   4800 26.00      9.066667     6.088240
10     Joc Pederson  LAD  OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     1 0.318 0.239
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 101 (84)"
       Lineup (64) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2       Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
3     Caleb Joseph  BAL   C   2600 10.0      0.000000     0.000000
4      Eric Thames  MIL  1B   4100  6.0     15.357143     9.094437
5  Jonathan Schoop  BAL  2B   3800 19.0      7.400000     6.033241
6    Eduardo Nunez   SF  3B   4400  3.0      7.800000     7.948046
7         JJ Hardy  BAL  SS   3100  3.0      5.071429     6.207493
8      Denard Span   SF  OF   4400  0.0      5.090909     3.419197
9       Adam Jones  BAL  OF   4300 10.0      7.733333     5.612062
10    Craig Gentry  BAL  OF   3200  3.0      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          3         0.0 0.00     9 0.000 0.000
4         14         0.0 0.00     2 0.549 0.517
5         15         0.0 0.00     7 0.339 0.231
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     8 0.261 0.120
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     2 0.350 0.207
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 100.45 (85)"
         Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
2       Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3       Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4    Freddie Freeman  ATL    1B   4600 16.00     13.133333    13.163080
5       Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6      Eduardo Nunez   SF    3B   4400  3.00      7.800000     7.948046
7   Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9   Gorkys Hernandez   SF    OF   3700  5.00      4.400000     8.763561
10     Chris Marrero   SF    OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     3 0.548 0.466
5          0         0.0 0.00     2 1.108 1.250
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     4 0.373 0.267
9          5         0.0 0.00     8 0.108 0.032
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 99.8 (86)"
        Lineup (117) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Kenta Maeda  LAD   P   9000  3.25     10.033333     3.140196
2        Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3        JT Realmuto  MIA   C   3500  6.00      7.416667     7.178989
4    Freddie Freeman  ATL  1B   4600 16.00     13.133333    13.163080
5          Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Derek Dietrich  MIA  3B   3100  3.00      5.090909     6.300072
7    Xander Bogaerts  BOS  SS   4700  5.00      7.900000     5.300943
8  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10     Marcell Ozuna  MIA  OF   3500  0.00     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         15         0.0 0.00     3 0.548 0.466
5         14         0.0 0.00     3 0.367 0.113
6         11         0.0 0.00     7 0.317 0.086
7         10         0.0 0.00     1 0.331 0.021
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 99.45 (87)"
      Lineup (143) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
2     Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3   Chris Herrmann  ARI  C/OF   3100 16.00      2.500000     5.000000
4   Hanley Ramirez  BOS 1B/OF   4600  0.00      5.909091     4.085451
5  Jonathan Villar  MIL    2B   4600  5.00      7.875000     9.222256
6  Marco Hernandez  BOS 3B/SS   3200  5.00      5.166667     4.622409
7  Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8     Mookie Betts  BOS    OF   5300  0.00      7.750000     8.508018
9       Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
10  Jackie Bradley  BOS    OF   4600 21.00      8.000000     6.480741
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          4         0.0 0.00     8 0.163 0.000
4         11         0.0 0.00     4 0.266 0.057
5         16         0.0 0.00     1 0.242 0.149
6          6         0.0 0.00     9 0.285 0.036
7         10         0.0 0.00     1 0.331 0.021
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     3 0.450 0.333
10         4         0.0 0.00     2 0.314 0.111

[1] "Total fpts: 99.25 (88)"
      Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2   Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3  Jonathan Lucroy  TEX   C   4100  2.00      5.272727     7.128687
4     Tommy Joseph  PHI  1B   3800  2.00      5.083333     5.160309
5  Cesar Hernandez  PHI  2B   3300 10.00     11.923077     8.499623
6    Maikel Franco  PHI  3B   4200 12.00      8.076923     7.921085
7     Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8      Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9   Odubel Herrera  PHI  OF   4000  8.00      7.000000     4.572646
10   Aaron Altherr  PHI  OF   3500 17.00      9.600000     4.669047
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         12         0.0 0.00     5 0.246 0.096
5         13         0.0 0.00     1 0.388 0.211
6         13         0.0 0.00     4 0.259 0.180
7         14         0.0 0.00     6 0.280 0.232
8         11         0.0 0.00     1 0.241 0.082
9         12         0.0 0.00     3 0.334 0.105
10         5         0.0 0.00     2 0.431 0.240

[1] "Total fpts: 99.05 (89)"
        Lineup (113) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
2     Chase Anderson  MIL     P   5700 20.70     23.900000    10.535891
3        JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4     Hanley Ramirez  BOS 1B/OF   4600  0.00      5.909091     4.085451
5       Martin Prado  MIA 2B/3B   3300 17.00      5.000000     1.732051
6      Manny Machado  BAL    3B   4700  3.00      7.000000     6.546537
7   Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9   Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10     Marcell Ozuna  MIA    OF   3500  0.00     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         11         0.0 0.00     4 0.266 0.057
5          3         0.0 0.00     2 0.345 0.000
6         15         0.0 0.00     3 0.298 0.200
7         13         0.0 0.00     2 0.416 0.292
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 98.95 (90)"
        Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3     Juan Graterol  LAA   C   2400  3.00           NaN           NA
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5    Danny Espinosa  LAA  2B   3000  0.00      7.333333     7.306227
6     Yunel Escobar  LAA  3B   3200  0.00      7.400000     7.228910
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9       Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10     Kole Calhoun  LAA  OF   3800  7.00      5.785714     5.885818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          0         0.0 0.00     9 0.000 0.000
4         15         0.0 0.00     2 0.369 0.270
5         15         0.0 0.00     8 0.278 0.175
6         15         0.0 0.00     1 0.333 0.085
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     4 0.365 0.254
10        14         0.0 0.00     2 0.291 0.094

[1] "Total fpts: 98.95 (91)"
       Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3     Tyler Flowers  ATL   C   3000  2.00      6.250000     3.732100
4   Freddie Freeman  ATL  1B   4600 16.00     13.133333    13.163080
5  Brandon Phillips  ATL  2B   3500 21.00      8.533333     7.927048
6     Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7   Xander Bogaerts  BOS  SS   4700  5.00      7.900000     5.300943
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9         Matt Kemp  ATL  OF   4100  3.00     10.800000    12.911235
10    Nick Markakis  ATL  OF   3600  0.00      6.866667     4.323799
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          8         0.0 0.00     7 0.396 0.033
4         15         0.0 0.00     3 0.548 0.466
5         15         0.0 0.00     6 0.354 0.113
6         15         0.0 0.00     3 0.462 0.381
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     3 0.450 0.333
9          5         0.0 0.00     4 0.455 0.417
10        15         0.0 0.00     5 0.356 0.150

[1] "Total fpts: 97.95 (92)"
         Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4       Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9     David Peralta  ARI  OF   3600 26.00      7.400000     8.339236
10    Chris Marrero   SF  OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         14         0.0 0.00     2 0.549 0.517
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     2 0.306 0.143
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 97.35 (93)"
       Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2       Lance Lynn  STL     P   6000 26.50     16.000000    14.354268
3     Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4  Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5    Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6    Nolan Arenado  COL    3B   5100 11.00     10.333333     9.678154
7  Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8      Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
9     Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
10    Brett Eibner  LAD    OF   2100  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4          3         0.0 0.00     5 0.296 0.191
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     3 0.462 0.381
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     4 0.365 0.254
9          9         0.0 0.00     6 0.310 0.116
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 97 (94)"
         Lineup (78) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2         Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
3      Juan Graterol  LAA   C   2400  3.0           NaN           NA
4       Brandon Belt   SF  1B   4600 14.0      7.533333     6.345602
5     Danny Espinosa  LAA  2B   3000  0.0      7.333333     7.306227
6      Yunel Escobar  LAA  3B   3200  0.0      7.400000     7.228910
7  Andrelton Simmons  LAA  SS   3100 23.0      6.071429     5.757461
8        Denard Span   SF  OF   4400  0.0      5.090909     3.419197
9   Christian Yelich  MIA  OF   4200  2.0     10.066667     8.539544
10    Cameron Maybin  LAA  OF   3700  8.0      6.272727     4.314879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          0         0.0 0.00     9 0.000 0.000
4         15         0.0 0.00     2 0.369 0.270
5         15         0.0 0.00     8 0.278 0.175
6         15         0.0 0.00     1 0.333 0.085
7         14         0.0 0.00     6 0.330 0.113
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     3 0.327 0.174
10        11         0.0 0.00     7 0.262 0.104

[1] "Total fpts: 96.15 (95)"
        Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2       Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3     Yadier Molina  STL     C   3800 11.00      4.714286     4.357638
4   Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5     Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6     Eduardo Nunez   SF    3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
9      Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
10     Brett Eibner  LAD    OF   2100  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4          3         0.0 0.00     5 0.296 0.191
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     4 0.365 0.254
9          9         0.0 0.00     6 0.310 0.116
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 95.95 (96)"
     Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2     Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3    Caleb Joseph  BAL   C   2600 10.00      0.000000     0.000000
4  Matt Carpenter  STL  1B   4700  7.00      6.692308     5.452593
5       Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6   Manny Machado  BAL  3B   4700  3.00      7.000000     6.546537
7        JJ Hardy  BAL  SS   3100  3.00      5.071429     6.207493
8      Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9      Adam Jones  BAL  OF   4300 10.00      7.733333     5.612062
10   Craig Gentry  BAL  OF   3200  3.00      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          3         0.0 0.00     9 0.000 0.000
4         13         0.0 0.00     3 0.341 0.146
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     8 0.261 0.120
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     2 0.350 0.207
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 94.75 (97)"
        Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2       Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3        Drew Butera   KC     C   2400  8.00      1.666667     2.886751
4        Eric Hosmer   KC    1B   4300  0.00      4.785714     3.765809
5       Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Mike Moustakas   KC    3B   3500  5.00      9.090909     6.331738
7   Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8  Giancarlo Stanton  MIA    OF   4500 30.00      9.500000    10.067083
9       Lorenzo Cain   KC    OF   4400  3.00      8.928571     4.375883
10       Alex Gordon   KC    OF   4100  0.00      5.142857     3.860194
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          3         0.0 0.00     9 0.113 0.100
4         14         0.0 0.00     4 0.246 0.066
5          0         0.0 0.00     2 1.108 1.250
6         11         0.0 0.00     2 0.388 0.291
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     4 0.373 0.267
9         14         0.0 0.00     3 0.403 0.071
10        14         0.0 0.00     1 0.239 0.047

[1] "Total fpts: 94.15 (98)"
        Lineup (62) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2       Ian Kennedy   KC    P   7500 15.55     24.150000    16.192745
3      Buster Posey   SF    C   4500  3.00      7.300000     5.926400
4   Freddie Freeman  ATL   1B   4600 16.00     13.133333    13.163080
5     Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6     Adonis Garcia  ATL   3B   3400  5.00      5.066667     5.812138
7  Brandon Crawford   SF   SS   4300  0.00      8.071429     5.954498
8         Matt Kemp  ATL   OF   4100  3.00     10.800000    12.911235
9    Ender Inciarte  ATL   OF   3800  0.00      8.000000     9.172942
10    Nick Markakis  ATL   OF   3600  0.00      6.866667     4.323799
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     3 0.548 0.466
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     2 0.241 0.115
7         14         0.0 0.00     5 0.332 0.200
8          5         0.0 0.00     4 0.455 0.417
9         15         0.0 0.00     1 0.302 0.206
10        15         0.0 0.00     5 0.356 0.150

[1] "Total fpts: 93.95 (99)"
         Lineup (2) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA    P   8200 18.35     17.400000    18.031223
3      Buster Posey   SF    C   4500  3.00      7.300000     5.926400
4       Eric Thames  MIL   1B   4100  6.00     15.357143     9.094437
5     Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6     Eduardo Nunez   SF   3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF   SS   4300  0.00      8.071429     5.954498
8       Yasiel Puig  LAD   OF   3900  7.00      6.666667     8.772251
9  Gorkys Hernandez   SF   OF   3700  5.00      4.400000     8.763561
10    Chris Marrero   SF   OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         14         0.0 0.00     2 0.549 0.517
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     4 0.365 0.254
9          5         0.0 0.00     8 0.108 0.032
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 93.95 (100)"
        Lineup (55) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA    P   8200 18.35     17.400000    18.031223
3   Jonathan Lucroy  TEX    C   4100  2.00      5.272727     7.128687
4       Eric Thames  MIL   1B   4100  6.00     15.357143     9.094437
5     Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6        Joey Gallo  TEX   3B   3700  2.00      9.312500     9.328942
7  Brandon Crawford   SF   SS   4300  0.00      8.071429     5.954498
8     Shin-Soo Choo  TEX   OF   4300  5.00      6.846154     7.808608
9      Carlos Gomez  TEX   OF   4000  9.00      6.000000     7.201852
10 Jurickson Profar  TEX   OF   3300  0.00      4.444444     2.603417
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         14         0.0 0.00     2 0.549 0.517
5          3         0.0 0.00     7 0.293 0.278
6         16         0.0 0.00     8 0.367 0.357
7         14         0.0 0.00     5 0.332 0.200
8         13         0.0 0.00     2 0.303 0.083
9         16         0.0 0.00     1 0.281 0.194
10         9         0.0 0.00     9 0.234 0.000

[1] "Total fpts: 93.9 (101)"
      Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
2       Lance Lynn  STL     P   6000 26.5     16.000000    14.354268
3      JT Realmuto  MIA     C   3500  6.0      7.416667     7.178989
4   Hanley Ramirez  BOS 1B/OF   4600  0.0      5.909091     4.085451
5        Joe Panik   SF    2B   4400 19.0      6.785714     5.549478
6  Marco Hernandez  BOS 3B/SS   3200  5.0      5.166667     4.622409
7  Xander Bogaerts  BOS    SS   4700  5.0      7.900000     5.300943
8     Mookie Betts  BOS    OF   5300  0.0      7.750000     8.508018
9   Jackie Bradley  BOS    OF   4600 21.0      8.000000     6.480741
10     Denard Span   SF    OF   4400  0.0      5.090909     3.419197
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1  1.2    NA 0.000 0.000
2          2         5.8  1.1    NA 0.000 0.000
3         12         0.0  0.0     6 0.408 0.192
4         11         0.0  0.0     4 0.266 0.057
5         14         0.0  0.0     3 0.367 0.113
6          6         0.0  0.0     9 0.285 0.036
7         10         0.0  0.0     1 0.331 0.021
8         12         0.0  0.0     3 0.364 0.123
9          4         0.0  0.0     2 0.314 0.111
10        11         0.0  0.0     1 0.241 0.082

[1] "Total fpts: 93.75 (102)"
       Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4   Freddie Freeman  ATL  1B   4600 16.00     13.133333    13.163080
5  Brandon Phillips  ATL  2B   3500 21.00      8.533333     7.927048
6     Adonis Garcia  ATL  3B   3400  5.00      5.066667     5.812138
7      Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8       Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9         Matt Kemp  ATL  OF   4100  3.00     10.800000    12.911235
10    Nick Markakis  ATL  OF   3600  0.00      6.866667     4.323799
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     3 0.548 0.466
5         15         0.0 0.00     6 0.354 0.113
6         15         0.0 0.00     2 0.241 0.115
7         14         0.0 0.00     6 0.280 0.232
8         11         0.0 0.00     1 0.241 0.082
9          5         0.0 0.00     4 0.455 0.417
10        15         0.0 0.00     5 0.356 0.150

[1] "Total fpts: 93.5 (103)"
        Lineup (36) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2      Jaime Garcia  ATL   P   6800 17.9      7.333333     6.390683
3   Jonathan Lucroy  TEX   C   4100  2.0      5.272727     7.128687
4      Brandon Belt   SF  1B   4600 14.0      7.533333     6.345602
5      Rougned Odor  TEX  2B   4400 10.0      4.562500     5.291109
6        Joey Gallo  TEX  3B   3700  2.0      9.312500     9.328942
7      Elvis Andrus  TEX  SS   3900  5.0      8.333333     8.260635
8       Denard Span   SF  OF   4400  0.0      5.090909     3.419197
9       Yasiel Puig  LAD  OF   3900  7.0      6.666667     8.772251
10 Jurickson Profar  TEX  OF   3300  0.0      4.444444     2.603417
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         15         0.0 0.00     2 0.369 0.270
5         16         0.0 0.00     5 0.269 0.194
6         16         0.0 0.00     8 0.367 0.357
7         15         0.0 0.00     6 0.340 0.231
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     9 0.234 0.000

[1] "Total fpts: 90.85 (104)"
       Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2        Matt Moore   SF     P   5800 -1.00     12.850000    12.784659
3     Yadier Molina  STL     C   3800 11.00      4.714286     4.357638
4    Matt Carpenter  STL    1B   4700  7.00      6.692308     5.452593
5       Jedd Gyorko  STL 2B/3B   3900 14.00      8.800000     8.941787
6     Manny Machado  BAL    3B   4700  3.00      7.000000     6.546537
7   Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8        Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
9  Stephen Piscotty  STL    OF   4500  2.00      7.153846     8.122460
10   Randal Grichuk  STL    OF   4100 15.00      5.857143     6.959853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          3         6.3 1.37    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         13         0.0 0.00     3 0.341 0.146
5         10         0.0 0.00     4 0.432 0.316
6         15         0.0 0.00     3 0.298 0.200
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     3 0.450 0.333
9         13         0.0 0.00     5 0.337 0.149
10        14         0.0 0.00     7 0.249 0.155

[1] "Total fpts: 89.25 (105)"
        Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2    Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8     Jose Bautista  TOR  OF   4100  0.00      5.400000     5.666947
9      Nomar Mazara  TEX  OF   3800  2.00      9.625000    10.151355
10     Kevin Pillar  TOR  OF   3000 16.00      6.866667     6.696125
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.231 0.082
9         16         0.0 0.00     3 0.346 0.214
10        15         0.0 0.00     1 0.340 0.123

[1] "Total fpts: 88.75 (106)"
    Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2   Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3    JT Realmuto  MIA   C   3500  6.00      7.416667     7.178989
4    Chris Davis  BAL  1B   4500  7.00      7.200000     7.775419
5     Dee Gordon  MIA  2B   4100 12.00      7.571429     5.301876
6  Manny Machado  BAL  3B   4700  3.00      7.000000     6.546537
7   Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8    Mark Trumbo  BAL  OF   4400  2.00      6.466667     6.523219
9     Adam Jones  BAL  OF   4300 10.00      7.733333     5.612062
10  Craig Gentry  BAL  OF   3200  3.00      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         15         0.0 0.00     5 0.349 0.228
5         14         0.0 0.00     1 0.293 0.042
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     4 0.286 0.102
9         15         0.0 0.00     2 0.350 0.207
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 88.3 (107)"
        Lineup (22) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2    Chase Anderson  MIL   P   5700 20.7     23.900000    10.535891
3      Buster Posey   SF   C   4500  3.0      7.300000     5.926400
4       Eric Thames  MIL  1B   4100  6.0     15.357143     9.094437
5   Jonathan Villar  MIL  2B   4600  5.0      7.875000     9.222256
6       Travis Shaw  MIL  3B   3600  7.0     10.500000     9.458682
7  Francisco Lindor  CLE  SS   4100  2.0     11.307692    11.345958
8        Ryan Braun  MIL  OF   4800  2.0     12.466667     8.609519
9       Yasiel Puig  LAD  OF   3900  7.0      6.666667     8.772251
10  Domingo Santana  MIL  OF   3800  0.0      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         14         0.0 0.00     2 0.549 0.517
5         16         0.0 0.00     1 0.242 0.149
6         16         0.0 0.00     4 0.378 0.358
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     3 0.447 0.357
9         15         0.0 0.00     4 0.365 0.254
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 87.95 (108)"
        Lineup (41) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA    P   8200 18.35     17.400000    18.031223
3        Jett Bandy  MIL    C   2800  3.00     10.333333     7.297260
4       Eric Thames  MIL   1B   4100  6.00     15.357143     9.094437
5     Austin Barnes  LAD 2B/C   3100 16.00     10.666667     9.451631
6       Travis Shaw  MIL   3B   3600  7.00     10.500000     9.458682
7  Brandon Crawford   SF   SS   4300  0.00      8.071429     5.954498
8        Ryan Braun  MIL   OF   4800  2.00     12.466667     8.609519
9       Denard Span   SF   OF   4400  0.00      5.090909     3.419197
10  Domingo Santana  MIL   OF   3800  0.00      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          9         0.0 0.00     6 0.447 0.400
4         14         0.0 0.00     2 0.549 0.517
5          3         0.0 0.00     7 0.293 0.278
6         16         0.0 0.00     4 0.378 0.358
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.447 0.357
9         11         0.0 0.00     1 0.241 0.082
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 87.85 (109)"
        Lineup (91) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
2        Lance Lynn  STL     P   6000 26.50     16.000000    14.354268
3     Yadier Molina  STL     C   3800 11.00      4.714286     4.357638
4   Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7  Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8      Mookie Betts  BOS    OF   5300  0.00      7.750000     8.508018
9       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10     Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4          3         0.0 0.00     5 0.296 0.191
5          0         0.0 0.00     2 1.108 1.250
6         13         0.0 0.00     3 0.432 0.170
7         13         0.0 0.00     2 0.416 0.292
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 87.85 (110)"
       Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jayson Aquino  BAL   P   4000 12.10           NaN           NA
2     Nick Martinez  TEX   P   4000 16.75           NaN           NA
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Maikel Franco  PHI  3B   4200 12.00      8.076923     7.921085
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8       Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9      Carlos Gomez  TEX  OF   4000  9.00      6.000000     7.201852
10     Nomar Mazara  TEX  OF   3800  2.00      9.625000    10.151355
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0           0    0    NA 0.000 0.000
2          0           0    0    NA 0.000 0.000
3         10           0    0     4 0.412 0.143
4         15           0    0     2 0.369 0.270
5         14           0    0     3 0.367 0.113
6         13           0    0     4 0.259 0.180
7         14           0    0     5 0.332 0.200
8         11           0    0     1 0.241 0.082
9         16           0    0     1 0.281 0.194
10        16           0    0     3 0.346 0.214

[1] "Total fpts: 87 (111)"
        Lineup (83) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.6     19.375000     5.338656
2        Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
3     Tyler Flowers  ATL   C   3000  2.0      6.250000     3.732100
4       Eric Thames  MIL  1B   4100  6.0     15.357143     9.094437
5  Brandon Phillips  ATL  2B   3500 21.0      8.533333     7.927048
6     Eduardo Nunez   SF  3B   4400  3.0      7.800000     7.948046
7    Dansby Swanson  ATL  SS   3300  5.0      3.142857     4.035556
8       Denard Span   SF  OF   4400  0.0      5.090909     3.419197
9         Matt Kemp  ATL  OF   4100  3.0     10.800000    12.911235
10    Nick Markakis  ATL  OF   3600  0.0      6.866667     4.323799
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          8         0.0 0.00     7 0.396 0.033
4         14         0.0 0.00     2 0.549 0.517
5         15         0.0 0.00     6 0.354 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     8 0.152 0.063
8         11         0.0 0.00     1 0.241 0.082
9          5         0.0 0.00     4 0.455 0.417
10        15         0.0 0.00     5 0.356 0.150

[1] "Total fpts: 86.95 (112)"
        Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10900 35.60     19.375000     5.338656
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3      Cameron Rupp  PHI   C   3100  2.00      5.700000     5.313505
4      Tommy Joseph  PHI  1B   3800  2.00      5.083333     5.160309
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6     Maikel Franco  PHI  3B   4200 12.00      8.076923     7.921085
7     Freddy Galvis  PHI  SS   3300  5.00      5.846154     5.942028
8       Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9       Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10 Michael Saunders  PHI  OF   3600  0.00      7.500000     7.367345
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         10         0.0 0.00     8 0.306 0.175
4         12         0.0 0.00     5 0.246 0.096
5         16         0.0 0.00     1 0.242 0.149
6         13         0.0 0.00     4 0.259 0.180
7         13         0.0 0.00     7 0.268 0.170
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     4 0.365 0.254
10        10         0.0 0.00     6 0.294 0.094

[1] "Total fpts: 85.25 (113)"
        Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2    Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3   Jonathan Lucroy  TEX   C   4100  2.00      5.272727     7.128687
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6        Joey Gallo  TEX  3B   3700  2.00      9.312500     9.328942
7      Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8     Shin-Soo Choo  TEX  OF   4300  5.00      6.846154     7.808608
9      Carlos Gomez  TEX  OF   4000  9.00      6.000000     7.201852
10 Jurickson Profar  TEX  OF   3300  0.00      4.444444     2.603417
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         15         0.0 0.00     2 0.369 0.270
5         16         0.0 0.00     1 0.242 0.149
6         16         0.0 0.00     8 0.367 0.357
7         14         0.0 0.00     6 0.280 0.232
8         13         0.0 0.00     2 0.303 0.083
9         16         0.0 0.00     1 0.281 0.194
10         9         0.0 0.00     9 0.234 0.000

[1] "Total fpts: 84.45 (114)"
      Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
2     Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3       Jett Bandy  MIL     C   2800  3.00     10.333333     7.297260
4      Eric Thames  MIL    1B   4100  6.00     15.357143     9.094437
5     Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6      Travis Shaw  MIL    3B   3600  7.00     10.500000     9.458682
7     Trevor Story  COL    SS   4300 16.00      7.571429     6.595036
8       Ryan Braun  MIL    OF   4800  2.00     12.466667     8.609519
9      Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10 Domingo Santana  MIL    OF   3800  0.00      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3          9         0.0 0.00     6 0.447 0.400
4         14         0.0 0.00     2 0.549 0.517
5          0         0.0 0.00     2 1.108 1.250
6         16         0.0 0.00     4 0.378 0.358
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     3 0.447 0.357
9         15         0.0 0.00     4 0.365 0.254
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 84.35 (115)"
         Lineup (31) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
2         Matt Moore   SF   P   5800 -1.00     12.850000    12.784659
3       Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4     Matt Carpenter  STL  1B   4700  7.00      6.692308     5.452593
5          Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6      Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7   Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8  Giancarlo Stanton  MIA  OF   4500 30.00      9.500000    10.067083
9      Shin-Soo Choo  TEX  OF   4300  5.00      6.846154     7.808608
10     Chris Marrero   SF  OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          3         6.3 1.37    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         13         0.0 0.00     3 0.341 0.146
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     4 0.373 0.267
9         13         0.0 0.00     2 0.303 0.083
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 83.3 (116)"
         Lineup (50) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395
2       Jaime Garcia  ATL   P   6800 17.9      7.333333     6.390683
3        JT Realmuto  MIA   C   3500  6.0      7.416667     7.178989
4        Eric Thames  MIL  1B   4100  6.0     15.357143     9.094437
5    Jonathan Villar  MIL  2B   4600  5.0      7.875000     9.222256
6     Derek Dietrich  MIA  3B   3100  3.0      5.090909     6.300072
7   Francisco Lindor  CLE  SS   4100  2.0     11.307692    11.345958
8  Giancarlo Stanton  MIA  OF   4500 30.0      9.500000    10.067083
9   Christian Yelich  MIA  OF   4200  2.0     10.066667     8.539544
10     Marcell Ozuna  MIA  OF   3500  0.0     11.333333    11.114127
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         14         0.0 0.00     2 0.549 0.517
5         16         0.0 0.00     1 0.242 0.149
6         11         0.0 0.00     7 0.317 0.086
7         13         0.0 0.00     2 0.416 0.292
8         14         0.0 0.00     4 0.373 0.267
9         15         0.0 0.00     3 0.327 0.174
10        15         0.0 0.00     5 0.422 0.302

[1] "Total fpts: 83.1 (117)"
        Lineup (19) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2        Lance Lynn  STL     P   6000 26.5     16.000000    14.354268
3      Buster Posey   SF     C   4500  3.0      7.300000     5.926400
4       Eric Hosmer   KC    1B   4300  0.0      4.785714     3.765809
5   Whit Merrifield   KC 2B/OF   3800  3.0     11.333333    10.598742
6    Mike Moustakas   KC    3B   3500  5.0      9.090909     6.331738
7  Brandon Crawford   SF    SS   4300  0.0      8.071429     5.954498
8      Lorenzo Cain   KC    OF   4400  3.0      8.928571     4.375883
9       Alex Gordon   KC    OF   4100  0.0      5.142857     3.860194
10      Yasiel Puig  LAD    OF   3900  7.0      6.666667     8.772251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         14         0.0 0.00     4 0.246 0.066
5          3         0.0 0.00     5 0.519 0.455
6         11         0.0 0.00     2 0.388 0.291
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     3 0.403 0.071
9         14         0.0 0.00     1 0.239 0.047
10        15         0.0 0.00     4 0.365 0.254

[1] "Total fpts: 82.45 (118)"
       Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10900 35.60     19.375000     5.338656
2   Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
3      Drew Butera   KC     C   2400  8.00      1.666667     2.886751
4      Eric Thames  MIL    1B   4100  6.00     15.357143     9.094437
5  Christian Colon   KC 2B/SS   2900  0.00      1.000000     1.414214
6   Mike Moustakas   KC    3B   3500  5.00      9.090909     6.331738
7  Alcides Escobar   KC    SS   3600  0.00      3.500000     3.653239
8      Denard Span   SF    OF   4400  0.00      5.090909     3.419197
9      Alex Gordon   KC    OF   4100  0.00      5.142857     3.860194
10     Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3          3         0.0 0.00     9 0.113 0.100
4         14         0.0 0.00     2 0.549 0.517
5          2         0.0 0.00     8 0.144 0.000
6         11         0.0 0.00     2 0.388 0.291
7         14         0.0 0.00     7 0.223 0.069
8         11         0.0 0.00     1 0.241 0.082
9         14         0.0 0.00     1 0.239 0.047
10        15         0.0 0.00     4 0.365 0.254

[1] "Total fpts: 82.4 (119)"
      Lineup (115) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
2      Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3    Juan Graterol  LAA   C   2400  3.00           NaN           NA
4    Albert Pujols  LAA  1B   4100  5.00      7.142857     7.241516
5  Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6    Yunel Escobar  LAA  3B   3200  0.00      7.400000     7.228910
7  Xander Bogaerts  BOS  SS   4700  5.00      7.900000     5.300943
8       Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9      Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10    Kole Calhoun  LAA  OF   3800  7.00      5.785714     5.885818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          0         0.0 0.00     9 0.000 0.000
4         14         0.0 0.00     4 0.250 0.116
5         16         0.0 0.00     1 0.242 0.149
6         15         0.0 0.00     1 0.333 0.085
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     4 0.365 0.254
10        14         0.0 0.00     2 0.291 0.094

[1] "Total fpts: 82.3 (120)"
    Lineup (100) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1     Robbie Ray  ARI   P   8600 11.4     24.016667     7.764395         3
2   Jaime Garcia  ATL   P   6800 17.9      7.333333     6.390683         3
3    JT Realmuto  MIA   C   3500  6.0      7.416667     7.178989        12
4    Mike Napoli  TEX  1B   4000 14.0      5.250000     5.938574        16
5   Rougned Odor  TEX  2B   4400 10.0      4.562500     5.291109        16
6  Nolan Arenado  COL  3B   5100 11.0     10.333333     9.678154        15
7   Elvis Andrus  TEX  SS   3900  5.0      8.333333     8.260635        15
8    Denard Span   SF  OF   4400  0.0      5.090909     3.419197        11
9  Shin-Soo Choo  TEX  OF   4300  5.0      6.846154     7.808608        13
10  Nomar Mazara  TEX  OF   3800  2.0      9.625000    10.151355        16
   Avg_Innings WHIP Order  wOBA   ISO
1          6.1 1.20    NA 0.000 0.000
2          5.8 1.44    NA 0.000 0.000
3          0.0 0.00     6 0.408 0.192
4          0.0 0.00     4 0.241 0.125
5          0.0 0.00     5 0.269 0.194
6          0.0 0.00     3 0.462 0.381
7          0.0 0.00     6 0.340 0.231
8          0.0 0.00     1 0.241 0.082
9          0.0 0.00     2 0.303 0.083
10         0.0 0.00     3 0.346 0.214

[1] "Total fpts: 82.2 (121)"
       Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
2     Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3  Jonathan Lucroy  TEX   C   4100  2.00      5.272727     7.128687
4      Mike Napoli  TEX  1B   4000 14.00      5.250000     5.938574
5     Rougned Odor  TEX  2B   4400 10.00      4.562500     5.291109
6    Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7     Elvis Andrus  TEX  SS   3900  5.00      8.333333     8.260635
8      Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9      Yasiel Puig  LAD  OF   3900  7.00      6.666667     8.772251
10    Nomar Mazara  TEX  OF   3800  2.00      9.625000    10.151355
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         16         0.0 0.00     4 0.241 0.125
5         16         0.0 0.00     5 0.269 0.194
6         15         0.0 0.00     6 0.303 0.050
7         15         0.0 0.00     6 0.340 0.231
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     4 0.365 0.254
10        16         0.0 0.00     3 0.346 0.214

[1] "Total fpts: 81.2 (122)"
       Lineup (131) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2      Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
3   Jonathan Lucroy  TEX     C   4100  2.00      5.272727     7.128687
4    Matt Carpenter  STL    1B   4700  7.00      6.692308     5.452593
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6        Joey Gallo  TEX    3B   3700  2.00      9.312500     9.328942
7      Elvis Andrus  TEX    SS   3900  5.00      8.333333     8.260635
8      Carlos Gomez  TEX    OF   4000  9.00      6.000000     7.201852
9       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10 Jurickson Profar  TEX    OF   3300  0.00      4.444444     2.603417
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         13         0.0 0.00     3 0.341 0.146
5          0         0.0 0.00     2 1.108 1.250
6         16         0.0 0.00     8 0.367 0.357
7         15         0.0 0.00     6 0.340 0.231
8         16         0.0 0.00     1 0.281 0.194
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     9 0.234 0.000

[1] "Total fpts: 80.95 (123)"
        Lineup (67) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI     P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
3     Yadier Molina  STL     C   3800 11.00      4.714286     4.357638
4    Matt Carpenter  STL    1B   4700  7.00      6.692308     5.452593
5       Jedd Gyorko  STL 2B/3B   3900 14.00      8.800000     8.941787
6     Eduardo Nunez   SF    3B   4400  3.00      7.800000     7.948046
7  Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8  Stephen Piscotty  STL    OF   4500  2.00      7.153846     8.122460
9       Denard Span   SF    OF   4400  0.00      5.090909     3.419197
10   Randal Grichuk  STL    OF   4100 15.00      5.857143     6.959853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         13         0.0 0.00     3 0.341 0.146
5         10         0.0 0.00     4 0.432 0.316
6         15         0.0 0.00     6 0.303 0.050
7         13         0.0 0.00     2 0.416 0.292
8         13         0.0 0.00     5 0.337 0.149
9         11         0.0 0.00     1 0.241 0.082
10        14         0.0 0.00     7 0.249 0.155

[1] "Total fpts: 80.95 (124)"
        Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2        Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3      Austin Hedges   SD   C   2700 18.00      6.642857     8.784664
4          Wil Myers   SD  1B   4400 13.00      9.062500     8.947765
5  Yangervis Solarte   SD  2B   3400 11.00      5.625000     6.642038
6       Ryan Schimpf   SD  3B   3500  0.00      5.666667     7.138094
7    Xander Bogaerts  BOS  SS   4700  5.00      7.900000     5.300943
8       Mookie Betts  BOS  OF   5300  0.00      7.750000     8.508018
9   Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10    Hunter Renfroe   SD  OF   3200  5.00      5.312500     6.518883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         14         0.0 0.00     5 0.284 0.275
4         16         0.0 0.00     3 0.431 0.300
5         16         0.0 0.00     4 0.296 0.141
6         15         0.0 0.00     6 0.289 0.180
7         10         0.0 0.00     1 0.331 0.021
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     3 0.327 0.174
10        16         0.0 0.00     7 0.288 0.162

[1] "Total fpts: 79.95 (125)"
         Lineup (4) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6    Mike Moustakas   KC  3B   3500  5.00      9.090909     6.331738
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8       Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9  Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10       AJ Pollock  ARI  OF   4000 10.00      9.625000     8.147597
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         11         0.0 0.00     2 0.388 0.291
7         14         0.0 0.00     5 0.332 0.200
8         11         0.0 0.00     1 0.241 0.082
9         15         0.0 0.00     3 0.327 0.174
10        16         0.0 0.00     1 0.352 0.178

[1] "Total fpts: 79.25 (126)"
        Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2    Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3      Caleb Joseph  BAL   C   2600 10.00      0.000000     0.000000
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6     Manny Machado  BAL  3B   4700  3.00      7.000000     6.546537
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8       Mark Trumbo  BAL  OF   4400  2.00      6.466667     6.523219
9        Adam Jones  BAL  OF   4300 10.00      7.733333     5.612062
10     Craig Gentry  BAL  OF   3200  3.00      6.400000     9.449868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3          3         0.0 0.00     9 0.000 0.000
4         15         0.0 0.00     2 0.369 0.270
5         16         0.0 0.00     1 0.242 0.149
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     4 0.286 0.102
9         15         0.0 0.00     2 0.350 0.207
10         5         0.0 0.00     1 0.240 0.200

[1] "Total fpts: 79.2 (127)"
        Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3   Jonathan Lucroy  TEX   C   4100  2.00      5.272727     7.128687
4       Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6       Travis Shaw  MIL  3B   3600  7.00     10.500000     9.458682
7      Trevor Story  COL  SS   4300 16.00      7.571429     6.595036
8        Ryan Braun  MIL  OF   4800  2.00     12.466667     8.609519
9  Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10  Domingo Santana  MIL  OF   3800  0.00      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         14         0.0 0.00     2 0.549 0.517
5         16         0.0 0.00     1 0.242 0.149
6         16         0.0 0.00     4 0.378 0.358
7         14         0.0 0.00     6 0.280 0.232
8         15         0.0 0.00     3 0.447 0.357
9         15         0.0 0.00     3 0.327 0.174
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 79 (128)"
        Lineup (56) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10900 35.6     19.375000     5.338656
2        Robbie Ray  ARI     P   8600 11.4     24.016667     7.764395
3       Drew Butera   KC     C   2400  8.0      1.666667     2.886751
4      Brandon Belt   SF    1B   4600 14.0      7.533333     6.345602
5   Christian Colon   KC 2B/SS   2900  0.0      1.000000     1.414214
6    Mike Moustakas   KC    3B   3500  5.0      9.090909     6.331738
7  Brandon Crawford   SF    SS   4300  0.0      8.071429     5.954498
8      Lorenzo Cain   KC    OF   4400  3.0      8.928571     4.375883
9  Christian Yelich  MIA    OF   4200  2.0     10.066667     8.539544
10      Alex Gordon   KC    OF   4100  0.0      5.142857     3.860194
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.4 0.93    NA 0.000 0.000
2          3         6.1 1.20    NA 0.000 0.000
3          3         0.0 0.00     9 0.113 0.100
4         15         0.0 0.00     2 0.369 0.270
5          2         0.0 0.00     8 0.144 0.000
6         11         0.0 0.00     2 0.388 0.291
7         14         0.0 0.00     5 0.332 0.200
8         14         0.0 0.00     3 0.403 0.071
9         15         0.0 0.00     3 0.327 0.174
10        14         0.0 0.00     1 0.239 0.047

[1] "Total fpts: 78.25 (129)"
       Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
2      Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3       JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4   Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5     Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6     Manny Machado  BAL    3B   4700  3.00      7.000000     6.546537
7  Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
9      Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
10     Brett Eibner  LAD    OF   2100  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4          3         0.0 0.00     5 0.296 0.191
5          3         0.0 0.00     7 0.293 0.278
6         15         0.0 0.00     3 0.298 0.200
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     4 0.365 0.254
9          9         0.0 0.00     6 0.310 0.116
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 77.75 (130)"
        Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4       Mike Napoli  TEX  1B   4000 14.00      5.250000     5.938574
5      Rougned Odor  TEX  2B   4400 10.00      4.562500     5.291109
6    Mike Moustakas   KC  3B   3500  5.00      9.090909     6.331738
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8     Shin-Soo Choo  TEX  OF   4300  5.00      6.846154     7.808608
9      Carlos Gomez  TEX  OF   4000  9.00      6.000000     7.201852
10     Nomar Mazara  TEX  OF   3800  2.00      9.625000    10.151355
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         16         0.0 0.00     4 0.241 0.125
5         16         0.0 0.00     5 0.269 0.194
6         11         0.0 0.00     2 0.388 0.291
7         14         0.0 0.00     5 0.332 0.200
8         13         0.0 0.00     2 0.303 0.083
9         16         0.0 0.00     1 0.281 0.194
10        16         0.0 0.00     3 0.346 0.214

[1] "Total fpts: 76.95 (131)"
       Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Steven Wright  BOS   P   6200 -5.15           NaN           NA
2     Jayson Aquino  BAL   P   4000 12.10           NaN           NA
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8  Stephen Piscotty  STL  OF   4500  2.00      7.153846     8.122460
9  Michael Brantley  CLE  OF   4400 26.00     10.100000     5.933895
10     Lorenzo Cain   KC  OF   4400  3.00      8.928571     4.375883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.7 1.93    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         13         0.0 0.00     5 0.337 0.149
9         10         0.0 0.00     3 0.377 0.170
10        14         0.0 0.00     3 0.403 0.071

[1] "Total fpts: 76.75 (132)"
        Lineup (42) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Kenta Maeda  LAD   P   9000  3.25     10.033333     3.140196
2        Lance Lynn  STL   P   6000 26.50     16.000000    14.354268
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4    Matt Carpenter  STL  1B   4700  7.00      6.692308     5.452593
5       DJ LeMahieu  COL  2B   4600 15.00      6.071429     6.219872
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9  Gorkys Hernandez   SF  OF   3700  5.00      4.400000     8.763561
10    Chris Marrero   SF  OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          2         5.8 1.10    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         13         0.0 0.00     3 0.341 0.146
5         14         0.0 0.00     2 0.327 0.115
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.450 0.333
9          5         0.0 0.00     8 0.108 0.032
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 74 (133)"
        Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Kenta Maeda  LAD   P   9000  3.25     10.033333     3.140196
2     Nick Martinez  TEX   P   4000 16.75           NaN           NA
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8        Adam Jones  BAL  OF   4300 10.00      7.733333     5.612062
9     Shin-Soo Choo  TEX  OF   4300  5.00      6.846154     7.808608
10   Ender Inciarte  ATL  OF   3800  0.00      8.000000     9.172942
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     2 0.350 0.207
9         13         0.0 0.00     2 0.303 0.083
10        15         0.0 0.00     1 0.302 0.206

[1] "Total fpts: 73.45 (134)"
        Lineup (37) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Ian Kennedy   KC     P   7500 15.55     24.150000    16.192745
2      Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3      Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4   Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5      Chris Taylor  LAD 2B/SS   3300 10.00           NaN           NA
6     Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7   Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8  Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
9       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10     Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.3 1.05    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4          3         0.0 0.00     5 0.296 0.191
5          0         0.0 0.00     2 1.108 1.250
6         13         0.0 0.00     3 0.432 0.170
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     3 0.327 0.174
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 70.75 (135)"
        Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
2      Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3      Buster Posey   SF     C   4500  3.00      7.300000     5.926400
4    Hanley Ramirez  BOS 1B/OF   4600  0.00      5.909091     4.085451
5         Joe Panik   SF    2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF    3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF    SS   4300  0.00      8.071429     5.954498
8      Mookie Betts  BOS    OF   5300  0.00      7.750000     8.508018
9       Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10    Chris Marrero   SF    OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 1.02    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         11         0.0 0.00     4 0.266 0.057
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     4 0.365 0.254
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 70.75 (136)"
        Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2      Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3   Jonathan Lucroy  TEX   C   4100  2.00      5.272727     7.128687
4       Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5      Rougned Odor  TEX  2B   4400 10.00      4.562500     5.291109
6        Joey Gallo  TEX  3B   3700  2.00      9.312500     9.328942
7      Elvis Andrus  TEX  SS   3900  5.00      8.333333     8.260635
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9  Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10 Jurickson Profar  TEX  OF   3300  0.00      4.444444     2.603417
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         14         0.0 0.00     2 0.549 0.517
5         16         0.0 0.00     5 0.269 0.194
6         16         0.0 0.00     8 0.367 0.357
7         15         0.0 0.00     6 0.340 0.231
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     3 0.327 0.174
10         9         0.0 0.00     9 0.234 0.000

[1] "Total fpts: 69.9 (137)"
        Lineup (13) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jaime Garcia  ATL   P   6800 17.9      7.333333     6.390683
2        Matt Moore   SF   P   5800 -1.0     12.850000    12.784659
3      Buster Posey   SF   C   4500  3.0      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.0      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.0      6.785714     5.549478
6     Manny Machado  BAL  3B   4700  3.0      7.000000     6.546537
7  Brandon Crawford   SF  SS   4300  0.0      8.071429     5.954498
8      Mookie Betts  BOS  OF   5300  0.0      7.750000     8.508018
9        Mike Trout  LAA  OF   5200 14.0     10.666667     5.287001
10      Denard Span   SF  OF   4400  0.0      5.090909     3.419197
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.44    NA 0.000 0.000
2          3         6.3 1.37    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     3 0.298 0.200
7         14         0.0 0.00     5 0.332 0.200
8         12         0.0 0.00     3 0.364 0.123
9         15         0.0 0.00     3 0.450 0.333
10        11         0.0 0.00     1 0.241 0.082

[1] "Total fpts: 68.7 (138)"
        Lineup (72) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Moore   SF     P   5800 -1.0     12.850000    12.784659
2    Chase Anderson  MIL     P   5700 20.7     23.900000    10.535891
3      Buster Posey   SF     C   4500  3.0      7.300000     5.926400
4    Hanley Ramirez  BOS 1B/OF   4600  0.0      5.909091     4.085451
5        Dee Gordon  MIA    2B   4100 12.0      7.571429     5.301876
6     Eduardo Nunez   SF    3B   4400  3.0      7.800000     7.948046
7  Brandon Crawford   SF    SS   4300  0.0      8.071429     5.954498
8  Gorkys Hernandez   SF    OF   3700  5.0      4.400000     8.763561
9     David Peralta  ARI    OF   3600 26.0      7.400000     8.339236
10    Chris Marrero   SF    OF   2900  0.0      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 1.37    NA 0.000 0.000
2          2         6.0 0.94    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         11         0.0 0.00     4 0.266 0.057
5         14         0.0 0.00     1 0.293 0.042
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8          5         0.0 0.00     8 0.108 0.032
9         15         0.0 0.00     2 0.306 0.143
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 68.25 (139)"
      Lineup (134) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Kenta Maeda  LAD     P   9000  3.25     10.033333     3.140196
2       Matt Moore   SF     P   5800 -1.00     12.850000    12.784659
3    Yadier Molina  STL     C   3800 11.00      4.714286     4.357638
4  Scott Van Slyke  LAD 1B/OF   2800  5.00      5.333333     7.571878
5    Austin Barnes  LAD  2B/C   3100 16.00     10.666667     9.451631
6    Justin Turner  LAD    3B   3700  8.00      8.615385     5.650051
7  Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8       Mike Trout  LAA    OF   5200 14.00     10.666667     5.287001
9      Yasiel Puig  LAD    OF   3900  7.00      6.666667     8.772251
10    Joc Pederson  LAD    OF   3800  0.00      6.555556     6.672914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          3         6.3 1.37    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4          3         0.0 0.00     5 0.296 0.191
5          3         0.0 0.00     7 0.293 0.278
6         13         0.0 0.00     3 0.432 0.170
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     4 0.365 0.254
10         9         0.0 0.00     6 0.310 0.116

[1] "Total fpts: 67.1 (140)"
        Lineup (54) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Kenta Maeda  LAD   P   9000  3.25     10.033333     3.140196
2     Steven Wright  BOS   P   6200 -5.15           NaN           NA
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4      Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6       Travis Shaw  MIL  3B   3600  7.00     10.500000     9.458682
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8  Charlie Blackmon  COL  OF   4800 26.00      9.066667     6.088240
9       Denard Span   SF  OF   4400  0.00      5.090909     3.419197
10    Jose Bautista  TOR  OF   4100  0.00      5.400000     5.666947
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          0         4.7 1.93    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         15         0.0 0.00     2 0.369 0.270
5         14         0.0 0.00     3 0.367 0.113
6         16         0.0 0.00     4 0.378 0.358
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     1 0.318 0.239
9         11         0.0 0.00     1 0.241 0.082
10        15         0.0 0.00     3 0.231 0.082

[1] "Total fpts: 66.95 (141)"
        Lineup (60) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3       JT Realmuto  MIA   C   3500  6.00      7.416667     7.178989
4       Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6       Travis Shaw  MIL  3B   3600  7.00     10.500000     9.458682
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9        Ryan Braun  MIL  OF   4800  2.00     12.466667     8.609519
10  Domingo Santana  MIL  OF   3800  0.00      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         14         0.0 0.00     2 0.549 0.517
5         16         0.0 0.00     1 0.242 0.149
6         16         0.0 0.00     4 0.378 0.358
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     3 0.447 0.357
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 66.25 (142)"
       Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2    Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3     Juan Graterol  LAA   C   2400  3.00           NaN           NA
4       Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5    Danny Espinosa  LAA  2B   3000  0.00      7.333333     7.306227
6     Yunel Escobar  LAA  3B   3200  0.00      7.400000     7.228910
7  Francisco Lindor  CLE  SS   4100  2.00     11.307692    11.345958
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9  Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
10     Kole Calhoun  LAA  OF   3800  7.00      5.785714     5.885818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3          0         0.0 0.00     9 0.000 0.000
4         14         0.0 0.00     2 0.549 0.517
5         15         0.0 0.00     8 0.278 0.175
6         15         0.0 0.00     1 0.333 0.085
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     3 0.450 0.333
9         15         0.0 0.00     3 0.327 0.174
10        14         0.0 0.00     2 0.291 0.094

[1] "Total fpts: 63.95 (143)"
        Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2       Ian Kennedy   KC   P   7500 15.55     24.150000    16.192745
3       Drew Butera   KC   C   2400  8.00      1.666667     2.886751
4       Eric Hosmer   KC  1B   4300  0.00      4.785714     3.765809
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6    Mike Moustakas   KC  3B   3500  5.00      9.090909     6.331738
7  Francisco Lindor  CLE  SS   4100  2.00     11.307692    11.345958
8        Mike Trout  LAA  OF   5200 14.00     10.666667     5.287001
9      Lorenzo Cain   KC  OF   4400  3.00      8.928571     4.375883
10      Alex Gordon   KC  OF   4100  0.00      5.142857     3.860194
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         6.3 1.05    NA 0.000 0.000
3          3         0.0 0.00     9 0.113 0.100
4         14         0.0 0.00     4 0.246 0.066
5         16         0.0 0.00     1 0.242 0.149
6         11         0.0 0.00     2 0.388 0.291
7         13         0.0 0.00     2 0.416 0.292
8         15         0.0 0.00     3 0.450 0.333
9         14         0.0 0.00     3 0.403 0.071
10        14         0.0 0.00     1 0.239 0.047

[1] "Total fpts: 63.25 (144)"
        Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2    Jerad Eickhoff  PHI   P   8300 20.85     18.083333     4.860641
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4         Wil Myers   SD  1B   4400 13.00      9.062500     8.947765
5   Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8  Christian Yelich  MIA  OF   4200  2.00     10.066667     8.539544
9  Gorkys Hernandez   SF  OF   3700  5.00      4.400000     8.763561
10    Chris Marrero   SF  OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         16         0.0 0.00     3 0.431 0.300
5         16         0.0 0.00     1 0.242 0.149
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         15         0.0 0.00     3 0.327 0.174
9          5         0.0 0.00     8 0.108 0.032
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 60.75 (145)"
     Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Robbie Ray  ARI   P   8600 11.40     24.016667     7.764395
2    Tyler Skaggs  LAA   P   8200 18.35     17.400000    18.031223
3    Geovany Soto  CWS   C   2400  0.00      8.000000     8.485281
4    Brandon Belt   SF  1B   4600 14.00      7.533333     6.345602
5  Tyler Saladino  CWS  2B   3200  6.00      4.125000     5.436320
6   Nolan Arenado  COL  3B   5100 11.00     10.333333     9.678154
7    Tim Anderson  CWS  SS   3400  0.00      5.000000     4.516636
8     Denard Span   SF  OF   4400  0.00      5.090909     3.419197
9   Melky Cabrera  CWS  OF   3700  0.00      5.000000     3.905125
10   Leury Garcia  CWS  OF   2600  0.00      5.625000     4.867898
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          2         5.8 1.38    NA 0.000 0.000
3          2         0.0 0.00     8 0.495 0.600
4         15         0.0 0.00     2 0.369 0.270
5          8         0.0 0.00     1 0.282 0.053
6         15         0.0 0.00     3 0.462 0.381
7         11         0.0 0.00     2 0.200 0.068
8         11         0.0 0.00     1 0.241 0.082
9          9         0.0 0.00     3 0.301 0.087
10         8         0.0 0.00     9 0.328 0.241

[1] "Total fpts: 57.15 (146)"
      Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Kenta Maeda  LAD   P   9000  3.25     10.033333     3.140196
2     Jaime Garcia  ATL   P   6800 17.90      7.333333     6.390683
3    Yadier Molina  STL   C   3800 11.00      4.714286     4.357638
4      Eric Thames  MIL  1B   4100  6.00     15.357143     9.094437
5  Jonathan Villar  MIL  2B   4600  5.00      7.875000     9.222256
6      Travis Shaw  MIL  3B   3600  7.00     10.500000     9.458682
7  Xander Bogaerts  BOS  SS   4700  5.00      7.900000     5.300943
8       Ryan Braun  MIL  OF   4800  2.00     12.466667     8.609519
9      Denard Span   SF  OF   4400  0.00      5.090909     3.419197
10 Domingo Santana  MIL  OF   3800  0.00      7.923077     5.604485
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         14         0.0 0.00     6 0.262 0.080
4         14         0.0 0.00     2 0.549 0.517
5         16         0.0 0.00     1 0.242 0.149
6         16         0.0 0.00     4 0.378 0.358
7         10         0.0 0.00     1 0.331 0.021
8         15         0.0 0.00     3 0.447 0.357
9         11         0.0 0.00     1 0.241 0.082
10        13         0.0 0.00     5 0.314 0.192

[1] "Total fpts: 54.25 (147)"
       Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Robbie Ray  ARI     P   8600 11.40     24.016667     7.764395
2   Jerad Eickhoff  PHI     P   8300 20.85     18.083333     4.860641
3      JT Realmuto  MIA     C   3500  6.00      7.416667     7.178989
4      Eric Hosmer   KC    1B   4300  0.00      4.785714     3.765809
5  Whit Merrifield   KC 2B/OF   3800  3.00     11.333333    10.598742
6   Mike Moustakas   KC    3B   3500  5.00      9.090909     6.331738
7  Xander Bogaerts  BOS    SS   4700  5.00      7.900000     5.300943
8     Lorenzo Cain   KC    OF   4400  3.00      8.928571     4.375883
9      Denard Span   SF    OF   4400  0.00      5.090909     3.419197
10     Alex Gordon   KC    OF   4100  0.00      5.142857     3.860194
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.1 1.20    NA 0.000 0.000
2          3         6.6 1.02    NA 0.000 0.000
3         12         0.0 0.00     6 0.408 0.192
4         14         0.0 0.00     4 0.246 0.066
5          3         0.0 0.00     5 0.519 0.455
6         11         0.0 0.00     2 0.388 0.291
7         10         0.0 0.00     1 0.331 0.021
8         14         0.0 0.00     3 0.403 0.071
9         11         0.0 0.00     1 0.241 0.082
10        14         0.0 0.00     1 0.239 0.047

[1] "Total fpts: 53.25 (148)"
       Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Skaggs  LAA     P   8200 18.35     17.400000    18.031223
2      Jaime Garcia  ATL     P   6800 17.90      7.333333     6.390683
3   Jonathan Lucroy  TEX     C   4100  2.00      5.272727     7.128687
4       Eric Hosmer   KC    1B   4300  0.00      4.785714     3.765809
5   Whit Merrifield   KC 2B/OF   3800  3.00     11.333333    10.598742
6    Mike Moustakas   KC    3B   3500  5.00      9.090909     6.331738
7  Francisco Lindor  CLE    SS   4100  2.00     11.307692    11.345958
8      Lorenzo Cain   KC    OF   4400  3.00      8.928571     4.375883
9  Christian Yelich  MIA    OF   4200  2.00     10.066667     8.539544
10      Alex Gordon   KC    OF   4100  0.00      5.142857     3.860194
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.8 1.38    NA 0.000 0.000
2          3         5.8 1.44    NA 0.000 0.000
3         11         0.0 0.00     7 0.224 0.085
4         14         0.0 0.00     4 0.246 0.066
5          3         0.0 0.00     5 0.519 0.455
6         11         0.0 0.00     2 0.388 0.291
7         13         0.0 0.00     2 0.416 0.292
8         14         0.0 0.00     3 0.403 0.071
9         15         0.0 0.00     3 0.327 0.174
10        14         0.0 0.00     1 0.239 0.047

[1] "Total fpts: 53.2 (149)"
       Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA   P   7800 37.35      9.783333    14.809991
2     Steven Wright  BOS   P   6200 -5.15           NaN           NA
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4       Eric Hosmer   KC  1B   4300  0.00      4.785714     3.765809
5      Rougned Odor  TEX  2B   4400 10.00      4.562500     5.291109
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8      Mookie Betts  BOS  OF   5300  0.00      7.750000     8.508018
9  Gorkys Hernandez   SF  OF   3700  5.00      4.400000     8.763561
10    Chris Marrero   SF  OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.6 1.32    NA 0.000 0.000
2          0         4.7 1.93    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         14         0.0 0.00     4 0.246 0.066
5         16         0.0 0.00     5 0.269 0.194
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         12         0.0 0.00     3 0.364 0.123
9          5         0.0 0.00     8 0.108 0.032
10         8         0.0 0.00     7 0.194 0.091

[1] "Total fpts: 47.1 (150)"
        Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Kenta Maeda  LAD   P   9000  3.25     10.033333     3.140196
2     Steven Wright  BOS   P   6200 -5.15           NaN           NA
3      Buster Posey   SF   C   4500  3.00      7.300000     5.926400
4         Wil Myers   SD  1B   4400 13.00      9.062500     8.947765
5         Joe Panik   SF  2B   4400 19.00      6.785714     5.549478
6     Eduardo Nunez   SF  3B   4400  3.00      7.800000     7.948046
7  Brandon Crawford   SF  SS   4300  0.00      8.071429     5.954498
8      Carlos Gomez  TEX  OF   4000  9.00      6.000000     7.201852
9      Nomar Mazara  TEX  OF   3800  2.00      9.625000    10.151355
10    Chris Marrero   SF  OF   2900  0.00      4.625000     6.588681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.7 1.36    NA 0.000 0.000
2          0         4.7 1.93    NA 0.000 0.000
3         10         0.0 0.00     4 0.412 0.143
4         16         0.0 0.00     3 0.431 0.300
5         14         0.0 0.00     3 0.367 0.113
6         15         0.0 0.00     6 0.303 0.050
7         14         0.0 0.00     5 0.332 0.200
8         16         0.0 0.00     1 0.281 0.194
9         16         0.0 0.00     3 0.346 0.214
10         8         0.0 0.00     7 0.194 0.091



***********************************************************************************************
Contest 7: 2017-04-24 $33.00entry_MLB$300KFastball
***********************************************************************************************
[1] "PnL: -3500"

[1] "Total fpts: 153.45 (1)"
      Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI     P   9400 33.90     15.875000    11.563196
2   Tyler Anderson  COL     P   5400 10.55      7.912500     8.654033
3     Buster Posey   SF     C   3900  6.00      6.583333     5.615860
4    Mark Reynolds  COL    1B   4600 21.00     10.125000     9.330059
5  Jonathan Villar  MIL    2B   4800  4.00      7.888889     8.723794
6        Jake Lamb  ARI    3B   4300  2.00     10.473684     6.858639
7     Chris Owings  ARI OF/SS   3700 28.00      8.562500     8.876702
8       AJ Pollock  ARI    OF   4400  9.00      9.647059     7.889401
9    Yasmany Tomas  ARI    OF   4200 12.00      9.933333     9.661904
10   David Peralta  ARI    OF   4000 27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         16         0.0 0.00     5 0.417 0.303
5         18         0.0 0.00     1 0.254 0.136
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         17         0.0 0.00     1 0.357 0.180
9         15         0.0 0.00     5 0.383 0.307
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 152.5 (2)"
       Lineup (122) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2      Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3      Geovany Soto  CWS   C   2700  0.0      5.333333     7.571878
4     Anthony Rizzo  CHC  1B   5300 13.0     10.125000     7.719024
5    Tyler Saladino  CWS  2B   3600 14.0      4.400000     4.835057
6     Matt Davidson  CWS  3B   3200 30.0      8.285714     6.824326
7      Tim Anderson  CWS  SS   3800 22.0      5.153846     4.810512
8  Charlie Blackmon  COL  OF   5500 18.0     10.764706     7.496077
9   Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
10     Leury Garcia  CWS  OF   2900 13.0      5.000000     4.642796
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         16         0.0 0.00     3 0.412 0.239
5         10         0.0 0.00     2 0.285 0.043
6          7         0.0 0.00     7 0.410 0.353
7         13         0.0 0.00     1 0.216 0.075
8         17         0.0 0.00     1 0.368 0.324
9         16         0.0 0.00     4 0.252 0.106
10        10         0.0 0.00     9 0.292 0.194

[1] "Total fpts: 151.35 (3)"
       Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.80     20.300000     3.538832
2   Tyler Anderson  COL     P   5400 10.55      7.912500     8.654033
3       Manny Pina  MIL     C   3100 10.00      9.222222     7.067138
4      Eric Thames  MIL    1B   4100 36.00     14.125000     9.113177
5      DJ LeMahieu  COL    2B   4800  3.00      6.250000     6.423914
6     Hernan Perez  MIL 3B/OF   3900 32.00      6.000000     8.349508
7     Corey Seager  LAD    SS   4200  3.00      9.375000     8.647736
8       Ryan Braun  MIL    OF   5400  9.00     11.705882     8.454028
9  Domingo Santana  MIL    OF   4100 13.00      7.357143     5.786020
10   David Peralta  ARI    OF   4000 27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         16         0.0 0.00     2 0.524 0.469
5         16         0.0 0.00     2 0.337 0.116
6          8         0.0 0.00     6 0.264 0.128
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     3 0.431 0.328
9         14         0.0 0.00     4 0.290 0.175
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 149.75 (4)"
       Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC     P   8000 11.05     30.966667     6.662269
2     Jesse Chavez  LAA     P   6700 24.70     13.883333    11.303687
3   Miguel Montero  CHC     C   3200 15.00     10.500000     9.255629
4    Anthony Rizzo  CHC    1B   5300 13.00     10.125000     7.719024
5      Ben Zobrist  CHC 2B/OF   4300 17.00      7.909091     6.410219
6   Anthony Rendon  WSH    3B   5200 13.00      4.384615     3.905946
7  Addison Russell  CHC    SS   3700 20.00      9.400000     8.822050
8     Jayson Werth  WSH    OF   5000  7.00      5.090909     5.107926
9       AJ Pollock  ARI    OF   4400  9.00      9.647059     7.889401
10   Jason Heyward  CHC    OF   3400 20.00      8.285714     6.753103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          4         0.0 0.00     7 0.359 0.125
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         13         0.0 0.00     3 0.261 0.031
7         15         0.0 0.00     5 0.329 0.186
8         11         0.0 0.00     6 0.341 0.188
9         17         0.0 0.00     1 0.357 0.180
10        14         0.0 0.00     6 0.340 0.125

[1] "Total fpts: 143.75 (5)"
     Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jason Vargas   KC     P   8000 11.05     30.966667     6.662269
2   Jesse Chavez  LAA     P   6700 24.70     13.883333    11.303687
3   Jose Lobaton  WSH     C   3900  3.00      6.000000     7.211103
4  Anthony Rizzo  CHC    1B   5300 13.00     10.125000     7.719024
5   Brian Dozier  MIN    2B   5300 14.00      8.230769     5.019194
6      Jake Lamb  ARI    3B   4300  2.00     10.473684     6.858639
7   Chris Owings  ARI OF/SS   3700 28.00      8.562500     8.876702
8     AJ Pollock  ARI    OF   4400  9.00      9.647059     7.889401
9  Yasmany Tomas  ARI    OF   4200 12.00      9.933333     9.661904
10 David Peralta  ARI    OF   4000 27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         16         0.0 0.00     3 0.412 0.239
5         13         0.0 0.00     1 0.309 0.130
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         17         0.0 0.00     1 0.357 0.180
9         15         0.0 0.00     5 0.383 0.307
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 142.7 (6)"
     Lineup (116) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2    Zack Greinke  ARI   P   9400 33.9     15.875000    11.563196
3    Geovany Soto  CWS   C   2700  0.0      5.333333     7.571878
4  Ryan Zimmerman  WSH  1B   4900 16.0     12.333333     9.217901
5     DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6   Matt Davidson  CWS  3B   3200 30.0      8.285714     6.824326
7    Tim Anderson  CWS  SS   3800 22.0      5.153846     4.810512
8  Kyle Schwarber  CHC  OF   4500 12.0      7.533333     5.566054
9  Avisail Garcia  CWS  OF   3500  5.0      9.714286     9.619120
10   Leury Garcia  CWS  OF   2900 13.0      5.000000     4.642796
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         6.2 1.22    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         12         0.0 0.00     5 0.504 0.387
5         16         0.0 0.00     2 0.337 0.116
6          7         0.0 0.00     7 0.410 0.353
7         13         0.0 0.00     1 0.216 0.075
8         15         0.0 0.00     1 0.348 0.191
9         14         0.0 0.00     6 0.434 0.210
10        10         0.0 0.00     9 0.292 0.194

[1] "Total fpts: 140.5 (7)"
       Lineup (27) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3  Yasmani Grandal  LAD     C   3200  0.0      7.384615     8.139804
4    Anthony Rizzo  CHC    1B   5300 13.0     10.125000     7.719024
5      Ben Zobrist  CHC 2B/OF   4300 17.0      7.909091     6.410219
6      Kris Bryant  CHC    3B   5000 19.0      8.937500     8.751905
7  Addison Russell  CHC    SS   3700 20.0      9.400000     8.822050
8   Kyle Schwarber  CHC    OF   4500 12.0      7.533333     5.566054
9    David Peralta  ARI    OF   4000 27.0      8.529412     9.007758
10    Andrew Toles  LAD    OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         16         0.0 0.00     2 0.318 0.162
7         15         0.0 0.00     5 0.329 0.186
8         15         0.0 0.00     1 0.348 0.191
9         17         0.0 0.00     2 0.358 0.181
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 140.45 (8)"
      Lineup (149) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI     P   9400 33.90     15.875000    11.563196
2   Tyler Anderson  COL     P   5400 10.55      7.912500     8.654033
3   Salvador Perez   KC     C   3400  0.00      7.000000     6.421119
4    Anthony Rizzo  CHC    1B   5300 13.00     10.125000     7.719024
5      Ben Zobrist  CHC 2B/OF   4300 17.00      7.909091     6.410219
6      Kris Bryant  CHC    3B   5000 19.00      8.937500     8.751905
7  Addison Russell  CHC    SS   3700 20.00      9.400000     8.822050
8   Billy Hamilton  CIN    OF   4600 10.00      8.000000     6.521758
9   Kyle Schwarber  CHC    OF   4500 12.00      7.533333     5.566054
10   Gerardo Parra  COL    OF   4200  5.00      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         16         0.0 0.00     2 0.318 0.162
7         15         0.0 0.00     5 0.329 0.186
8         16         0.0 0.00     1 0.232 0.042
9         15         0.0 0.00     1 0.348 0.191
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 139.5 (9)"
       Lineup (34) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3  Yasmani Grandal  LAD     C   3200  0.0      7.384615     8.139804
4    Mark Reynolds  COL    1B   4600 21.0     10.125000     9.330059
5    Brandon Drury  ARI    2B   3700 10.0      5.764706     6.210167
6        Jake Lamb  ARI    3B   4300  2.0     10.473684     6.858639
7     Chris Owings  ARI OF/SS   3700 28.0      8.562500     8.876702
8     Jayson Werth  WSH    OF   5000  7.0      5.090909     5.107926
9    Yasmany Tomas  ARI    OF   4200 12.0      9.933333     9.661904
10   David Peralta  ARI    OF   4000 27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         16         0.0 0.00     5 0.417 0.303
5         17         0.0 0.00     6 0.301 0.081
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         11         0.0 0.00     6 0.341 0.188
9         15         0.0 0.00     5 0.383 0.307
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 138.5 (10)"
        Lineup (142) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR     P   9700  6.6     13.450000    21.582806
2       Zack Greinke  ARI     P   9400 33.9     15.875000    11.563196
3     Miguel Montero  CHC     C   3200 15.0     10.500000     9.255629
4      Anthony Rizzo  CHC    1B   5300 13.0     10.125000     7.719024
5        Ben Zobrist  CHC 2B/OF   4300 17.0      7.909091     6.410219
6      Justin Turner  LAD    3B   3400  3.0      8.333333     5.313953
7    Addison Russell  CHC    SS   3700 20.0      9.400000     8.822050
8     Billy Hamilton  CIN    OF   4600 10.0      8.000000     6.521758
9      Jason Heyward  CHC    OF   3400 20.0      8.285714     6.753103
10      Andrew Toles  LAD    OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          4         6.2 1.22    NA 0.000 0.000
3          4         0.0 0.00     7 0.359 0.125
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         15         0.0 0.00     3 0.410 0.143
7         15         0.0 0.00     5 0.329 0.186
8         16         0.0 0.00     1 0.232 0.042
9         14         0.0 0.00     6 0.340 0.125
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 136.8 (11)"
       Lineup (135) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Martin Perez  TEX     P   6300  8.1     11.000000     9.225598
2         Matt Cain   SF     P   6100 21.7     18.300000     3.040559
3        Manny Pina  MIL     C   3100 10.0      9.222222     7.067138
4     Mark Reynolds  COL    1B   4600 21.0     10.125000     9.330059
5       DJ LeMahieu  COL    2B   4800  3.0      6.250000     6.423914
6     Nolan Arenado  COL    3B   5600 10.0     10.176471     9.091447
7      Chris Owings  ARI OF/SS   3700 28.0      8.562500     8.876702
8  Charlie Blackmon  COL    OF   5500 18.0     10.764706     7.496077
9   Carlos Gonzalez  COL    OF   5300 10.0      4.562500     4.289036
10     Jayson Werth  WSH    OF   5000  7.0      5.090909     5.107926
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.0 1.75    NA 0.000 0.000
2          2         5.4 1.41    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     3 0.338 0.108
8         17         0.0 0.00     1 0.368 0.324
9         16         0.0 0.00     4 0.252 0.106
10        11         0.0 0.00     6 0.341 0.188

[1] "Total fpts: 136.35 (12)"
       Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.80     20.300000     3.538832
2   Tyler Anderson  COL     P   5400 10.55      7.912500     8.654033
3       Manny Pina  MIL     C   3100 10.00      9.222222     7.067138
4    Anthony Rizzo  CHC    1B   5300 13.00     10.125000     7.719024
5      Ben Zobrist  CHC 2B/OF   4300 17.00      7.909091     6.410219
6      Kris Bryant  CHC    3B   5000 19.00      8.937500     8.751905
7  Addison Russell  CHC    SS   3700 20.00      9.400000     8.822050
8  Carlos Gonzalez  COL    OF   5300 10.00      4.562500     4.289036
9       AJ Pollock  ARI    OF   4400  9.00      9.647059     7.889401
10   Jason Heyward  CHC    OF   3400 20.00      8.285714     6.753103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         16         0.0 0.00     2 0.318 0.162
7         15         0.0 0.00     5 0.329 0.186
8         16         0.0 0.00     4 0.252 0.106
9         17         0.0 0.00     1 0.357 0.180
10        14         0.0 0.00     6 0.340 0.125

[1] "Total fpts: 134 (13)"
        Lineup (92) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2      Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3      Buster Posey   SF     C   3900   6.0      6.583333     5.615860
4     Anthony Rizzo  CHC    1B   5300  13.0     10.125000     7.719024
5       Ben Zobrist  CHC 2B/OF   4300  17.0      7.909091     6.410219
6       Kris Bryant  CHC    3B   5000  19.0      8.937500     8.751905
7   Addison Russell  CHC    SS   3700  20.0      9.400000     8.822050
8  Charlie Blackmon  COL    OF   5500  18.0     10.764706     7.496077
9        Adam Eaton  WSH    OF   5500  12.0      9.357143     7.365273
10    Jason Heyward  CHC    OF   3400  20.0      8.285714     6.753103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         16         0.0 0.00     2 0.318 0.162
7         15         0.0 0.00     5 0.329 0.186
8         17         0.0 0.00     1 0.368 0.324
9         14         0.0 0.00     2 0.365 0.134
10        14         0.0 0.00     6 0.340 0.125

[1] "Total fpts: 131.75 (14)"
      Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC     P   8000 11.05     30.966667     6.662269
2     Jesse Chavez  LAA     P   6700 24.70     13.883333    11.303687
3       Manny Pina  MIL     C   3100 10.00      9.222222     7.067138
4    Anthony Rizzo  CHC    1B   5300 13.00     10.125000     7.719024
5    Josh Harrison  PIT 2B/3B   3700 12.00      5.923077     3.684688
6     Hernan Perez  MIL 3B/OF   3900 32.00      6.000000     8.349508
7      Trea Turner  WSH OF/SS   5500  7.00      7.000000     4.690416
8       Ryan Braun  MIL    OF   5400  9.00     11.705882     8.454028
9     Keon Broxton  MIL    OF   4200  0.00      5.500000     6.722522
10 Domingo Santana  MIL    OF   4100 13.00      7.357143     5.786020
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         16         0.0 0.00     3 0.412 0.239
5         13         0.0 0.00     2 0.339 0.073
6          8         0.0 0.00     6 0.264 0.128
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     3 0.431 0.328
9         14         0.0 0.00     7 0.248 0.135
10        14         0.0 0.00     4 0.290 0.175

[1] "Total fpts: 130.25 (15)"
       Lineup (24) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA   P   6700 24.70     13.883333    11.303687
2   Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3   Salvador Perez   KC   C   3400  0.00      7.000000     6.421119
4    Mark Reynolds  COL  1B   4600 21.00     10.125000     9.330059
5     Brian Dozier  MIN  2B   5300 14.00      8.230769     5.019194
6    Nolan Arenado  COL  3B   5600 10.00     10.176471     9.091447
7     Trevor Story  COL  SS   5400  8.00      8.187500     6.493266
8  Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9    Gerardo Parra  COL  OF   4200  5.00      8.818182     7.820718
10   David Peralta  ARI  OF   4000 27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     5 0.417 0.303
5         13         0.0 0.00     1 0.309 0.130
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 128.2 (16)"
     Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Zack Greinke  ARI     P   9400  33.9     15.875000    11.563196
2    Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3    Jose Lobaton  WSH     C   3900   3.0      6.000000     7.211103
4      Joey Votto  CIN    1B   5100  16.0      9.611111     8.765835
5   Brandon Drury  ARI    2B   3700  10.0      5.764706     6.210167
6       Jake Lamb  ARI    3B   4300   2.0     10.473684     6.858639
7    Chris Owings  ARI OF/SS   3700  28.0      8.562500     8.876702
8  Kyle Schwarber  CHC    OF   4500  12.0      7.533333     5.566054
9   Yasmany Tomas  ARI    OF   4200  12.0      9.933333     9.661904
10  David Peralta  ARI    OF   4000  27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         18         0.0 0.00     3 0.357 0.314
5         17         0.0 0.00     6 0.301 0.081
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         15         0.0 0.00     1 0.348 0.191
9         15         0.0 0.00     5 0.383 0.307
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 127.5 (17)"
     Lineup (132) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2    Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3   Chris Gimenez  MIN   C   3200  4.0      6.000000     4.546061
4      Jose Abreu  CWS  1B   4400 12.0      4.214286     5.479733
5  Tyler Saladino  CWS  2B   3600 14.0      4.400000     4.835057
6    Todd Frazier  CWS  3B   4600 11.0      3.500000     5.529144
7    Tim Anderson  CWS  SS   3800 22.0      5.153846     4.810512
8    Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
9  Kyle Schwarber  CHC  OF   4500 12.0      7.533333     5.566054
10  Melky Cabrera  CWS  OF   4100 13.0      4.727273     3.875330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         14         0.0 0.00     4 0.237 0.047
5         10         0.0 0.00     2 0.285 0.043
6          8         0.0 0.00     5 0.205 0.108
7         13         0.0 0.00     1 0.216 0.075
8         11         0.0 0.00     6 0.341 0.188
9         15         0.0 0.00     1 0.348 0.191
10        11         0.0 0.00     3 0.280 0.077

[1] "Total fpts: 123.5 (18)"
       Lineup (76) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3       Manny Pina  MIL     C   3100 10.0      9.222222     7.067138
4   Ryan Zimmerman  WSH    1B   4900 16.0     12.333333     9.217901
5      DJ LeMahieu  COL    2B   4800  3.0      6.250000     6.423914
6     Hernan Perez  MIL 3B/OF   3900 32.0      6.000000     8.349508
7    Orlando Arcia  MIL    SS   3700  5.0      4.705882     4.727112
8   Kyle Schwarber  CHC    OF   4500 12.0      7.533333     5.566054
9     Keon Broxton  MIL    OF   4200  0.0      5.500000     6.722522
10 Domingo Santana  MIL    OF   4100 13.0      7.357143     5.786020
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         12         0.0 0.00     5 0.504 0.387
5         16         0.0 0.00     2 0.337 0.116
6          8         0.0 0.00     6 0.264 0.128
7         17         0.0 0.00     8 0.237 0.097
8         15         0.0 0.00     1 0.348 0.191
9         14         0.0 0.00     7 0.248 0.135
10        14         0.0 0.00     4 0.290 0.175

[1] "Total fpts: 121.6 (19)"
        Lineup (117) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Greinke  ARI   P   9400 33.9     15.875000    11.563196
2        Phil Hughes  MIN   P   5500 12.7     11.050000     9.247567
3         Manny Pina  MIL   C   3100 10.0      9.222222     7.067138
4      Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5        DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6      Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7  Andrelton Simmons  LAA  SS   3100  7.0      7.125000     6.830081
8    Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9         AJ Pollock  ARI  OF   4400  9.0      9.647059     7.889401
10     Gerardo Parra  COL  OF   4200  5.0      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         5.0 1.40    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     6 0.356 0.143
8         16         0.0 0.00     4 0.252 0.106
9         17         0.0 0.00     1 0.357 0.180
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 120.1 (20)"
      Lineup (128) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Miguel Gonzalez  CWS     P   7500 30.2     17.716667     9.453086
2   Brett Anderson  CHC     P   7300 14.9     10.550000     7.880990
3    Stuart Turner  CIN     C   2300 16.0      2.666667     2.516611
4   Ryan Zimmerman  WSH    1B   4900 16.0     12.333333     9.217901
5    Daniel Murphy  WSH    2B   5600  0.0      8.571429    10.082081
6   Anthony Rendon  WSH    3B   5200 13.0      4.384615     3.905946
7      Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8       Adam Eaton  WSH    OF   5500 12.0      9.357143     7.365273
9     Kevin Pillar  TOR    OF   3200  2.0      7.941176     6.959441
10  Shane Peterson   TB    OF   2800  9.0      6.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 1.37    NA 0.000 0.000
2          3         4.8 1.47    NA 0.000 0.000
3          3         0.0 0.00     8 0.134 0.067
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7          5         0.0 0.00     1 0.234 0.071
8         14         0.0 0.00     2 0.365 0.134
9         17         0.0 0.00     1 0.360 0.192
10         5         0.0 0.00     8 0.344 0.160

[1] "Total fpts: 118.5 (21)"
       Lineup (23) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3       Manny Pina  MIL     C   3100 10.0      9.222222     7.067138
4      Eric Thames  MIL    1B   4100 36.0     14.125000     9.113177
5  Jonathan Villar  MIL    2B   4800  4.0      7.888889     8.723794
6   Mike Moustakas   KC    3B   3300  7.0      9.153846     6.066934
7      Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8       Ryan Braun  MIL    OF   5400  9.0     11.705882     8.454028
9  Domingo Santana  MIL    OF   4100 13.0      7.357143     5.786020
10    Andrew Toles  LAD    OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         16         0.0 0.00     2 0.524 0.469
5         18         0.0 0.00     1 0.254 0.136
6         13         0.0 0.00     2 0.384 0.302
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     3 0.431 0.328
9         14         0.0 0.00     4 0.290 0.175
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 118.4 (22)"
         Lineup (77) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR   P   9700  6.6     13.450000    21.582806
2         Matt Garza  MIL   P   5600 10.8           NaN           NA
3     Miguel Montero  CHC   C   3200 15.0     10.500000     9.255629
4      Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5        DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6      Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7        Erick Aybar   SD  SS   2900 10.0      4.266667     4.727830
8    Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9      Gerardo Parra  COL  OF   4200  5.0      8.818182     7.820718
10     David Peralta  ARI  OF   4000 27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          4         0.0 0.00     7 0.359 0.125
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         15         0.0 0.00     8 0.249 0.109
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 117.1 (23)"
       Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3   Miguel Montero  CHC     C   3200  15.0     10.500000     9.255629
4    Anthony Rizzo  CHC    1B   5300  13.0     10.125000     7.719024
5      Ben Zobrist  CHC 2B/OF   4300  17.0      7.909091     6.410219
6    Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7  Addison Russell  CHC    SS   3700  20.0      9.400000     8.822050
8    David Peralta  ARI    OF   4000  27.0      8.529412     9.007758
9      Yasiel Puig  LAD    OF   3600   3.0      6.294118     8.364842
10   Jason Heyward  CHC    OF   3400  20.0      8.285714     6.753103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          4         0.0 0.00     7 0.359 0.125
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         17         0.0 0.00     3 0.441 0.343
7         15         0.0 0.00     5 0.329 0.186
8         17         0.0 0.00     2 0.358 0.181
9         17         0.0 0.00     6 0.344 0.224
10        14         0.0 0.00     6 0.340 0.125

[1] "Total fpts: 116.75 (24)"
      Lineup (19) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jason Vargas   KC   P   8000 11.05    30.9666667     6.662269
2    Jesse Chavez  LAA   P   6700 24.70    13.8833333    11.303687
3   Stuart Turner  CIN   C   2300 16.00     2.6666667     2.516611
4  Ryan Zimmerman  WSH  1B   4900 16.00    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600  0.00     8.5714286    10.082081
6  Anthony Rendon  WSH  3B   5200 13.00     4.3846154     3.905946
7    Jordy Mercer  PIT  SS   3200  0.00     5.3333333     4.670067
8    Jayson Werth  WSH  OF   5000  7.00     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800  2.00     0.6666667     1.154701
10  David Peralta  ARI  OF   4000 27.00     8.5294118     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          3         0.0 0.00     8 0.134 0.067
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         15         0.0 0.00     1 0.269 0.065
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 116.1 (25)"
       Lineup (139) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Miguel Gonzalez  CWS   P   7500 30.2     17.716667     9.453086
2    Brett Anderson  CHC   P   7300 14.9     10.550000     7.880990
3      Geovany Soto  CWS   C   2700  0.0      5.333333     7.571878
4     Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5       DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6     Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7  Brandon Crawford   SF  SS   3400 10.0      7.062500     6.191055
8   Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9    Kyle Schwarber  CHC  OF   4500 12.0      7.533333     5.566054
10    Gerardo Parra  COL  OF   4200  5.0      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 1.37    NA 0.000 0.000
2          3         4.8 1.47    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     5 0.296 0.177
8         16         0.0 0.00     4 0.252 0.106
9         15         0.0 0.00     1 0.348 0.191
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 114.5 (26)"
      Lineup (114) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3  Yasmani Grandal  LAD   C   3200  0.0      7.384615     8.139804
4       Joey Votto  CIN  1B   5100 16.0      9.611111     8.765835
5     Brian Dozier  MIN  2B   5300 14.0      8.230769     5.019194
6   Eugenio Suarez  CIN  3B   4000  4.0     11.750000     9.602083
7      Zack Cozart  CIN  SS   3900 23.0      9.000000     5.411628
8      Adam Duvall  CIN  OF   4700  0.0      8.750000     9.801360
9   Scott Schebler  CIN  OF   4100 25.0      6.000000     6.850791
10    Andrew Toles  LAD  OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         18         0.0 0.00     3 0.357 0.314
5         13         0.0 0.00     1 0.309 0.130
6         16         0.0 0.00     5 0.498 0.371
7         15         0.0 0.00     7 0.452 0.259
8         16         0.0 0.00     4 0.332 0.269
9         16         0.0 0.00     6 0.284 0.222
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 109.2 (27)"
        Lineup (18) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
2    Jhoulys Chacin   SD   P   5700  5.5     11.587500    19.937000
3    Salvador Perez   KC   C   3400  0.0      7.000000     6.421119
4     Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5       DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6     Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7     Jorge Polanco  MIN  SS   3900  5.0      7.538462     4.647856
8  Charlie Blackmon  COL  OF   5500 18.0     10.764706     7.496077
9   Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
10   Kyle Schwarber  CHC  OF   4500 12.0      7.533333     5.566054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         13         0.0 0.00     5 0.315 0.119
8         17         0.0 0.00     1 0.368 0.324
9         16         0.0 0.00     4 0.252 0.106
10        15         0.0 0.00     1 0.348 0.191

[1] "Total fpts: 108.85 (28)"
         Lineup (72) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2       Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
3      Austin Hedges   SD   C   3000 16.00      7.400000     8.958635
4          Wil Myers   SD  1B   4800 18.00      8.944444     8.585023
5  Yangervis Solarte   SD  2B   3800 11.00      6.111111     6.406696
6       Ryan Schimpf   SD  3B   3900  0.00      5.312500     7.040064
7       Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8     Kyle Schwarber  CHC  OF   4500 12.00      7.533333     5.566054
9      David Peralta  ARI  OF   4000 27.00      8.529412     9.007758
10    Hunter Renfroe   SD  OF   3600  3.00      5.888889     6.623389
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.9 0.77    NA 0.000 0.000
3         15         0.0 0.00     5 0.288 0.298
4         18         0.0 0.00     2 0.417 0.266
5         18         0.0 0.00     3 0.316 0.143
6         16         0.0 0.00     6 0.269 0.164
7         16         0.0 0.00     2 0.393 0.214
8         15         0.0 0.00     1 0.348 0.191
9         17         0.0 0.00     2 0.358 0.181
10        18         0.0 0.00     4 0.300 0.184

[1] "Total fpts: 108.8 (29)"
     Lineup (129) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Martin Perez  TEX   P   6300  8.1    11.0000000     9.225598
2       Matt Cain   SF   P   6100 21.7    18.3000000     3.040559
3    Tony Wolters  COL   C   3300 13.0     5.6000000     5.059644
4  Ryan Zimmerman  WSH  1B   4900 16.0    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600  0.0     8.5714286    10.082081
6  Anthony Rendon  WSH  3B   5200 13.0     4.3846154     3.905946
7    Trevor Story  COL  SS   5400  8.0     8.1875000     6.493266
8    Jayson Werth  WSH  OF   5000  7.0     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800  2.0     0.6666667     1.154701
10  Jason Heyward  CHC  OF   3400 20.0     8.2857143     6.753103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.0 1.75    NA 0.000 0.000
2          2         5.4 1.41    NA 0.000 0.000
3         10         0.0 0.00     8 0.330 0.061
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     7 0.284 0.246
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        14         0.0 0.00     6 0.340 0.125

[1] "Total fpts: 108.7 (30)"
      Lineup (146) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI   P   9400 33.9     15.875000    11.563196
2       Matt Garza  MIL   P   5600 10.8           NaN           NA
3     Tony Wolters  COL   C   3300 13.0      5.600000     5.059644
4    Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5      Brad Miller   TB  2B   4500  7.0      8.062500     8.322410
6      Miguel Sano  MIN  3B   4700  0.0      9.285714     8.013724
7     Trevor Story  COL  SS   5400  8.0      8.187500     6.493266
8  Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9    Gerardo Parra  COL  OF   4200  5.0      8.818182     7.820718
10    Andrew Toles  LAD  OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     8 0.330 0.061
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     4 0.346 0.174
6         14         0.0 0.00     3 0.419 0.328
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 108.6 (31)"
       Lineup (144) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Greinke  ARI   P   9400 33.9     15.875000    11.563196
2      Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3   Jonathan Lucroy  TEX   C   4300  3.0      5.000000     6.862282
4     Anthony Rizzo  CHC  1B   5300 13.0     10.125000     7.719024
5      Rougned Odor  TEX  2B   4700  7.0      4.611111     5.259601
6        Joey Gallo  TEX  3B   4000 12.0      9.388889     9.185275
7      Elvis Andrus  TEX  SS   4100  8.0      7.941176     7.806012
8      Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
9  Jurickson Profar  TEX  OF   3600  0.0      4.272727     2.831639
10     Andrew Toles  LAD  OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         12         0.0 0.00     8 0.225 0.082
4         16         0.0 0.00     3 0.412 0.239
5         18         0.0 0.00     5 0.253 0.173
6         18         0.0 0.00     7 0.379 0.377
7         17         0.0 0.00     6 0.328 0.206
8         11         0.0 0.00     6 0.341 0.188
9         11         0.0 0.00     9 0.233 0.000
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 108.55 (32)"
      Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2   Jhoulys Chacin   SD   P   5700  5.50     11.587500    19.937000
3       Manny Pina  MIL   C   3100 10.00      9.222222     7.067138
4      Eric Thames  MIL  1B   4100 36.00     14.125000     9.113177
5  Jonathan Villar  MIL  2B   4800  4.00      7.888889     8.723794
6    Nolan Arenado  COL  3B   5600 10.00     10.176471     9.091447
7     Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8       Ryan Braun  MIL  OF   5400  9.00     11.705882     8.454028
9     Jayson Werth  WSH  OF   5000  7.00      5.090909     5.107926
10 Domingo Santana  MIL  OF   4100 13.00      7.357143     5.786020
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         16         0.0 0.00     2 0.524 0.469
5         18         0.0 0.00     1 0.254 0.136
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     3 0.431 0.328
9         11         0.0 0.00     6 0.341 0.188
10        14         0.0 0.00     4 0.290 0.175

[1] "Total fpts: 108.5 (33)"
        Lineup (88) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2      Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3   Jonathan Lucroy  TEX     C   4300  3.0      5.000000     6.862282
4     Mark Reynolds  COL    1B   4600 21.0     10.125000     9.330059
5     Josh Harrison  PIT 2B/3B   3700 12.0      5.923077     3.684688
6        Joey Gallo  TEX    3B   4000 12.0      9.388889     9.185275
7      Elvis Andrus  TEX    SS   4100  8.0      7.941176     7.806012
8    Kyle Schwarber  CHC    OF   4500 12.0      7.533333     5.566054
9      Carlos Gomez  TEX    OF   4300  8.0      6.111111     6.807339
10 Jurickson Profar  TEX    OF   3600  0.0      4.272727     2.831639
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         12         0.0 0.00     8 0.225 0.082
4         16         0.0 0.00     5 0.417 0.303
5         13         0.0 0.00     2 0.339 0.073
6         18         0.0 0.00     7 0.379 0.377
7         17         0.0 0.00     6 0.328 0.206
8         15         0.0 0.00     1 0.348 0.191
9         18         0.0 0.00     1 0.297 0.173
10        11         0.0 0.00     9 0.233 0.000

[1] "Total fpts: 107.4 (34)"
      Lineup (110) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Ubaldo Jimenez  BAL   P   6800  2.7      8.116667    14.217009
2        Matt Cain   SF   P   6100 21.7     18.300000     3.040559
3     Jose Lobaton  WSH   C   3900  3.0      6.000000     7.211103
4    Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5   Tyler Saladino  CWS  2B   3600 14.0      4.400000     4.835057
6    Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7     Trevor Story  COL  SS   5400  8.0      8.187500     6.493266
8  Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9   Kyle Schwarber  CHC  OF   4500 12.0      7.533333     5.566054
10   Gerardo Parra  COL  OF   4200  5.0      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.4 1.47    NA 0.000 0.000
2          2         5.4 1.41    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         16         0.0 0.00     5 0.417 0.303
5         10         0.0 0.00     2 0.285 0.043
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         15         0.0 0.00     1 0.348 0.191
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 107 (35)"
       Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2      Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3    Chris Herrmann  ARI  C/OF   3400   5.0      5.200000     7.429670
4     Anthony Rizzo  CHC    1B   5300  13.0     10.125000     7.719024
5     Brandon Drury  ARI    2B   3700  10.0      5.764706     6.210167
6         Jake Lamb  ARI    3B   4300   2.0     10.473684     6.858639
7      Chris Owings  ARI OF/SS   3700  28.0      8.562500     8.876702
8  Charlie Blackmon  COL    OF   5500  18.0     10.764706     7.496077
9   Carlos Gonzalez  COL    OF   5300  10.0      4.562500     4.289036
10    Yasmany Tomas  ARI    OF   4200  12.0      9.933333     9.661904
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          5         0.0 0.00     7 0.241 0.120
4         16         0.0 0.00     3 0.412 0.239
5         17         0.0 0.00     6 0.301 0.081
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         17         0.0 0.00     1 0.368 0.324
9         16         0.0 0.00     4 0.252 0.106
10        15         0.0 0.00     5 0.383 0.307

[1] "Total fpts: 106.6 (36)"
         Lineup (124) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Zack Greinke  ARI     P   9400 33.9     15.875000    11.563196
2        Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3  Francisco Cervelli  PIT     C   3200  0.0      5.333333     3.550501
4          Jose Osuna  PIT 1B/OF   3000 20.0      6.000000     8.485281
5         DJ LeMahieu  COL    2B   4800  3.0      6.250000     6.423914
6        David Freese  PIT    3B   3200  5.0      6.357143     5.372396
7         Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8        Jayson Werth  WSH    OF   5000  7.0      5.090909     5.107926
9    Andrew McCutchen  PIT    OF   4500  4.0      7.437500     7.136467
10    Gregory Polanco  PIT    OF   4400  2.0      6.500000     7.329889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         12         0.0 0.00     6 0.299 0.196
4          2         0.0 0.00     7 0.253 0.200
5         16         0.0 0.00     2 0.337 0.116
6         14         0.0 0.00     5 0.410 0.222
7          5         0.0 0.00     1 0.234 0.071
8         11         0.0 0.00     6 0.341 0.188
9         16         0.0 0.00     3 0.339 0.191
10        12         0.0 0.00     4 0.285 0.073

[1] "Total fpts: 106.6 (37)"
       Lineup (143) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Brett Anderson  CHC   P   7300 14.9     10.550000     7.880990
2         Matt Cain   SF   P   6100 21.7     18.300000     3.040559
3       Jeff Mathis  ARI   C   2400  0.0      3.200000     5.652925
4    Ryan Zimmerman  WSH  1B   4900 16.0     12.333333     9.217901
5     Daniel Murphy  WSH  2B   5600  0.0      8.571429    10.082081
6    Anthony Rendon  WSH  3B   5200 13.0      4.384615     3.905946
7  Brandon Crawford   SF  SS   3400 10.0      7.062500     6.191055
8        Adam Eaton  WSH  OF   5500 12.0      9.357143     7.365273
9      Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
10   Kyle Schwarber  CHC  OF   4500 12.0      7.533333     5.566054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.8 1.47    NA 0.000 0.000
2          2         5.4 1.41    NA 0.000 0.000
3         10         0.0 0.00     8 0.177 0.111
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     5 0.296 0.177
8         14         0.0 0.00     2 0.365 0.134
9         11         0.0 0.00     6 0.341 0.188
10        15         0.0 0.00     1 0.348 0.191

[1] "Total fpts: 105.5 (38)"
      Lineup (42) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Garza  MIL     P   5600 10.8           NaN           NA
2     Phil Hughes  MIN     P   5500 12.7     11.050000     9.247567
3    Tony Wolters  COL     C   3300 13.0      5.600000     5.059644
4  Ryan Zimmerman  WSH    1B   4900 16.0     12.333333     9.217901
5   Daniel Murphy  WSH    2B   5600  0.0      8.571429    10.082081
6  Anthony Rendon  WSH    3B   5200 13.0      4.384615     3.905946
7     Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8      Adam Eaton  WSH    OF   5500 12.0      9.357143     7.365273
9  Kyle Schwarber  CHC    OF   4500 12.0      7.533333     5.566054
10     AJ Pollock  ARI    OF   4400  9.0      9.647059     7.889401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0           0  0.0    NA 0.000 0.000
2          3           5  1.4    NA 0.000 0.000
3         10           0  0.0     8 0.330 0.061
4         12           0  0.0     5 0.504 0.387
5         14           0  0.0     4 0.385 0.216
6         13           0  0.0     3 0.261 0.031
7          5           0  0.0     1 0.234 0.071
8         14           0  0.0     2 0.365 0.134
9         15           0  0.0     1 0.348 0.191
10        17           0  0.0     1 0.357 0.180

[1] "Total fpts: 104.5 (39)"
         Lineup (22) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2       Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3      Austin Hedges   SD     C   3000 16.0      7.400000     8.958635
4          Wil Myers   SD    1B   4800 18.0      8.944444     8.585023
5  Yangervis Solarte   SD    2B   3800 11.0      6.111111     6.406696
6      Nolan Arenado  COL    3B   5600 10.0     10.176471     9.091447
7        Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8      Manuel Margot   SD    OF   3700  7.0      7.058824     5.878675
9     Hunter Renfroe   SD    OF   3600  3.0      5.888889     6.623389
10      Andrew Toles  LAD    OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         15         0.0 0.00     5 0.288 0.298
4         18         0.0 0.00     2 0.417 0.266
5         18         0.0 0.00     3 0.316 0.143
6         17         0.0 0.00     3 0.441 0.343
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     1 0.353 0.208
9         18         0.0 0.00     4 0.300 0.184
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 103.85 (40)"
      Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10100  7.80     20.300000     3.538832
2    Jason Vargas   KC     P   8000 11.05     30.966667     6.662269
3  Chris Herrmann  ARI  C/OF   3400  5.00      5.200000     7.429670
4  Ryan Zimmerman  WSH    1B   4900 16.00     12.333333     9.217901
5   Brandon Drury  ARI    2B   3700 10.00      5.764706     6.210167
6       Jake Lamb  ARI    3B   4300  2.00     10.473684     6.858639
7    Chris Owings  ARI OF/SS   3700 28.00      8.562500     8.876702
8  Kyle Schwarber  CHC    OF   4500 12.00      7.533333     5.566054
9   Yasmany Tomas  ARI    OF   4200 12.00      9.933333     9.661904
10   Andrew Toles  LAD    OF   2900  0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.9 0.77    NA 0.000 0.000
3          5         0.0 0.00     7 0.241 0.120
4         12         0.0 0.00     5 0.504 0.387
5         17         0.0 0.00     6 0.301 0.081
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         15         0.0 0.00     1 0.348 0.191
9         15         0.0 0.00     5 0.383 0.307
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 103.45 (41)"
      Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI   P   9400 33.90     15.875000    11.563196
2   Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3    Chris Gimenez  MIN   C   3200  4.00      6.000000     4.546061
4    Kennys Vargas  MIN  1B   4200  7.00           NaN           NA
5  Jonathan Villar  MIL  2B   4800  4.00      7.888889     8.723794
6      Miguel Sano  MIN  3B   4700  0.00      9.285714     8.013724
7    Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8  Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9  Robbie Grossman  MIN  OF   4200  2.00      9.416667     6.006940
10   David Peralta  ARI  OF   4000 27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         18         0.0 0.00     1 0.254 0.136
6         14         0.0 0.00     3 0.419 0.328
7         13         0.0 0.00     5 0.315 0.119
8         16         0.0 0.00     4 0.252 0.106
9         12         0.0 0.00     4 0.413 0.143
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 102.5 (42)"
       Lineup (47) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3    Chris Gimenez  MIN     C   3200  4.0      6.000000     4.546061
4    Kennys Vargas  MIN    1B   4200  7.0           NaN           NA
5    Josh Harrison  PIT 2B/3B   3700 12.0      5.923077     3.684688
6    Nolan Arenado  COL    3B   5600 10.0     10.176471     9.091447
7    Jorge Polanco  MIN    SS   3900  5.0      7.538462     4.647856
8  Robbie Grossman  MIN    OF   4200  2.0      9.416667     6.006940
9    Eddie Rosario  MIN    OF   4000  3.0      5.692308     5.170181
10   David Peralta  ARI    OF   4000 27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         13         0.0 0.00     2 0.339 0.073
6         17         0.0 0.00     3 0.441 0.343
7         13         0.0 0.00     5 0.315 0.119
8         12         0.0 0.00     4 0.413 0.143
9         13         0.0 0.00     8 0.265 0.115
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 102.5 (43)"
      Lineup (78) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2    Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3   Chris Gimenez  MIN   C   3200  4.0      6.000000     4.546061
4       Joe Mauer  MIN  1B   4300  3.0      4.833333     2.081666
5    Brian Dozier  MIN  2B   5300 14.0      8.230769     5.019194
6  Anthony Rendon  WSH  3B   5200 13.0      4.384615     3.905946
7    Jordy Mercer  PIT  SS   3200  0.0      5.333333     4.670067
8   Eddie Rosario  MIN  OF   4000  3.0      5.692308     5.170181
9    Byron Buxton  MIN  OF   4000  6.0      2.727273     3.379080
10  David Peralta  ARI  OF   4000 27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         13         0.0 0.00     3 0.261 0.031
7         15         0.0 0.00     1 0.269 0.065
8         13         0.0 0.00     8 0.265 0.115
9         11         0.0 0.00     9 0.143 0.036
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 102.35 (44)"
       Lineup (28) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.80     20.300000     3.538832
2   Tyler Anderson  COL     P   5400 10.55      7.912500     8.654033
3     Tony Wolters  COL     C   3300 13.00      5.600000     5.059644
4    Mark Reynolds  COL    1B   4600 21.00     10.125000     9.330059
5    Josh Harrison  PIT 2B/3B   3700 12.00      5.923077     3.684688
6    Justin Turner  LAD    3B   3400  3.00      8.333333     5.313953
7     Trevor Story  COL    SS   5400  8.00      8.187500     6.493266
8  Carlos Gonzalez  COL    OF   5300 10.00      4.562500     4.289036
9   Kyle Schwarber  CHC    OF   4500 12.00      7.533333     5.566054
10   Gerardo Parra  COL    OF   4200  5.00      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         10         0.0 0.00     8 0.330 0.061
4         16         0.0 0.00     5 0.417 0.303
5         13         0.0 0.00     2 0.339 0.073
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         15         0.0 0.00     1 0.348 0.191
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 102.35 (45)"
       Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2   Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3     Derek Norris   TB   C   3500  2.00      3.769231     4.585373
4    Mark Reynolds  COL  1B   4600 21.00     10.125000     9.330059
5      Brad Miller   TB  2B   4500  7.00      8.062500     8.322410
6    Evan Longoria   TB  3B   5100  5.00      7.833333     6.862087
7     Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8  Kevin Kiermaier   TB  OF   4300  0.00      7.117647     7.573658
9  Corey Dickerson   TB  OF   4100 19.00      8.800000     6.049793
10   David Peralta  ARI  OF   4000 27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         13         0.0 0.00     9 0.180 0.019
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     4 0.346 0.174
6         18         0.0 0.00     3 0.321 0.182
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     2 0.337 0.111
9         15         0.0 0.00     1 0.394 0.271
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 100.8 (46)"
      Lineup (97) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Martin Perez  TEX     P   6300  8.1     11.000000     9.225598
2       Matt Cain   SF     P   6100 21.7     18.300000     3.040559
3    Geovany Soto  CWS     C   2700  0.0      5.333333     7.571878
4  Ryan Zimmerman  WSH    1B   4900 16.0     12.333333     9.217901
5   Daniel Murphy  WSH    2B   5600  0.0      8.571429    10.082081
6  Anthony Rendon  WSH    3B   5200 13.0      4.384615     3.905946
7     Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8      Adam Eaton  WSH    OF   5500 12.0      9.357143     7.365273
9  Billy Hamilton  CIN    OF   4600 10.0      8.000000     6.521758
10     Seth Smith  BAL    OF   3600 13.0      9.857143     7.057586
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.0 1.75    NA 0.000 0.000
2          2         5.4 1.41    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7          5         0.0 0.00     1 0.234 0.071
8         14         0.0 0.00     2 0.365 0.134
9         16         0.0 0.00     1 0.232 0.042
10         7         0.0 0.00     1 0.398 0.333

[1] "Total fpts: 100.6 (47)"
         Lineup (91) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Greinke  ARI   P   9400 33.9    15.8750000    11.563196
2        Phil Hughes  MIN   P   5500 12.7    11.0500000     9.247567
3       Jose Lobaton  WSH   C   3900  3.0     6.0000000     7.211103
4     Ryan Zimmerman  WSH  1B   4900 16.0    12.3333333     9.217901
5      Daniel Murphy  WSH  2B   5600  0.0     8.5714286    10.082081
6     Mike Moustakas   KC  3B   3300  7.0     9.1538462     6.066934
7  Andrelton Simmons  LAA  SS   3100  7.0     7.1250000     6.830081
8       Jayson Werth  WSH  OF   5000  7.0     5.0909091     5.107926
9     Michael Taylor  WSH  OF   4800  2.0     0.6666667     1.154701
10    Kyle Schwarber  CHC  OF   4500 12.0     7.5333333     5.566054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         5.0 1.40    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     2 0.384 0.302
7         16         0.0 0.00     6 0.356 0.143
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        15         0.0 0.00     1 0.348 0.191

[1] "Total fpts: 100 (48)"
       Lineup (20) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA   P   6700  24.7     13.883333    11.303687
2     Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3     Tony Wolters  COL   C   3300  13.0      5.600000     5.059644
4    Mark Reynolds  COL  1B   4600  21.0     10.125000     9.330059
5   Tyler Saladino  CWS  2B   3600  14.0      4.400000     4.835057
6   Anthony Rendon  WSH  3B   5200  13.0      4.384615     3.905946
7     Trevor Story  COL  SS   5400   8.0      8.187500     6.493266
8  Carlos Gonzalez  COL  OF   5300  10.0      4.562500     4.289036
9     Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
10   Gerardo Parra  COL  OF   4200   5.0      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         10         0.0 0.00     8 0.330 0.061
4         16         0.0 0.00     5 0.417 0.303
5         10         0.0 0.00     2 0.285 0.043
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.341 0.188
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 97.5 (49)"
       Lineup (87) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3     Derek Norris   TB   C   3500  2.0      3.769231     4.585373
4   Logan Morrison   TB  1B   4000  7.0      8.357143     8.481719
5      DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6   Anthony Rendon  WSH  3B   5200 13.0      4.384615     3.905946
7      Tim Beckham   TB  SS   3700  5.0      5.750000     7.298402
8     Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
9  Corey Dickerson   TB  OF   4100 19.0      8.800000     6.049793
10  Shane Peterson   TB  OF   2800  9.0      6.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     9 0.180 0.019
4         14         0.0 0.00     6 0.340 0.213
5         16         0.0 0.00     2 0.337 0.116
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     7 0.280 0.143
8         11         0.0 0.00     6 0.341 0.188
9         15         0.0 0.00     1 0.394 0.271
10         5         0.0 0.00     8 0.344 0.160

[1] "Total fpts: 97.35 (50)"
        Lineup (136) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR     P   9700   6.60     13.450000    21.582806
2          Chad Kuhl  PIT     P   7000 -18.25     16.333333     4.474465
3      Chris Gimenez  MIN     C   3200   4.00      6.000000     4.546061
4     Ryan Zimmerman  WSH    1B   4900  16.00     12.333333     9.217901
5      Brandon Drury  ARI    2B   3700  10.00      5.764706     6.210167
6          Jake Lamb  ARI    3B   4300   2.00     10.473684     6.858639
7       Chris Owings  ARI OF/SS   3700  28.00      8.562500     8.876702
8    Carlos Gonzalez  COL    OF   5300  10.00      4.562500     4.289036
9      Yasmany Tomas  ARI    OF   4200  12.00      9.933333     9.661904
10     David Peralta  ARI    OF   4000  27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          3         4.3 1.04    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         12         0.0 0.00     5 0.504 0.387
5         17         0.0 0.00     6 0.301 0.081
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         16         0.0 0.00     4 0.252 0.106
9         15         0.0 0.00     5 0.383 0.307
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 96.95 (51)"
      Lineup (103) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI     P   9400 33.90     15.875000    11.563196
2     Jason Vargas   KC     P   8000 11.05     30.966667     6.662269
3   Salvador Perez   KC     C   3400  0.00      7.000000     6.421119
4      Eric Hosmer   KC    1B   3900  0.00      4.562500     3.723238
5  Whit Merrifield   KC 2B/OF   3500  2.00      7.400000     9.289779
6   Mike Moustakas   KC    3B   3300  7.00      9.153846     6.066934
7      Trea Turner  WSH OF/SS   5500  7.00      7.000000     4.690416
8       AJ Pollock  ARI    OF   4400  9.00      9.647059     7.889401
9     Lorenzo Cain   KC    OF   4000  0.00      8.533333     4.485957
10   David Peralta  ARI    OF   4000 27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         6.9 0.77    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     4 0.244 0.058
5          5         0.0 0.00     1 0.364 0.263
6         13         0.0 0.00     2 0.384 0.302
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     1 0.357 0.180
9         15         0.0 0.00     3 0.393 0.067
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 95.5 (52)"
         Lineup (58) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2        Phil Hughes  MIN   P   5500 12.7     11.050000     9.247567
3      Stuart Turner  CIN   C   2300 16.0      2.666667     2.516611
4     Ryan Zimmerman  WSH  1B   4900 16.0     12.333333     9.217901
5      Daniel Murphy  WSH  2B   5600  0.0      8.571429    10.082081
6     Anthony Rendon  WSH  3B   5200 13.0      4.384615     3.905946
7  Andrelton Simmons  LAA  SS   3100  7.0      7.125000     6.830081
8         Adam Eaton  WSH  OF   5500 12.0      9.357143     7.365273
9       Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
10      Jabari Blash   SD  OF   2700  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3  1.3    NA 0.000 0.000
2          3         5.0  1.4    NA 0.000 0.000
3          3         0.0  0.0     8 0.134 0.067
4         12         0.0  0.0     5 0.504 0.387
5         14         0.0  0.0     4 0.385 0.216
6         13         0.0  0.0     3 0.261 0.031
7         16         0.0  0.0     6 0.356 0.143
8         14         0.0  0.0     2 0.365 0.134
9         11         0.0  0.0     6 0.341 0.188
10         0         0.0  0.0     7 0.144 0.000

[1] "Total fpts: 94.3 (53)"
      Lineup (104) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2   Jhoulys Chacin   SD     P   5700  5.5     11.587500    19.937000
3     Derek Norris   TB     C   3500  2.0      3.769231     4.585373
4      Eric Thames  MIL    1B   4100 36.0     14.125000     9.113177
5      DJ LeMahieu  COL    2B   4800  3.0      6.250000     6.423914
6    Evan Longoria   TB    3B   5100  5.0      7.833333     6.862087
7      Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8  Kevin Kiermaier   TB    OF   4300  0.0      7.117647     7.573658
9  Corey Dickerson   TB    OF   4100 19.0      8.800000     6.049793
10  Shane Peterson   TB    OF   2800  9.0      6.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         13         0.0 0.00     9 0.180 0.019
4         16         0.0 0.00     2 0.524 0.469
5         16         0.0 0.00     2 0.337 0.116
6         18         0.0 0.00     3 0.321 0.182
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     2 0.337 0.111
9         15         0.0 0.00     1 0.394 0.271
10         5         0.0 0.00     8 0.344 0.160

[1] "Total fpts: 93.5 (54)"
     Lineup (138) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2    Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3    Jose Lobaton  WSH   C   3900  3.0      6.000000     7.211103
4  Logan Morrison   TB  1B   4000  7.0      8.357143     8.481719
5     Brad Miller   TB  2B   4500  7.0      8.062500     8.322410
6   Evan Longoria   TB  3B   5100  5.0      7.833333     6.862087
7     Tim Beckham   TB  SS   3700  5.0      5.750000     7.298402
8    Steven Souza   TB  OF   4400  4.0      8.777778     7.264382
9   David Peralta  ARI  OF   4000 27.0      8.529412     9.007758
10    Yasiel Puig  LAD  OF   3600  3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         14         0.0 0.00     6 0.340 0.213
5         16         0.0 0.00     4 0.346 0.174
6         18         0.0 0.00     3 0.321 0.182
7         16         0.0 0.00     7 0.280 0.143
8         18         0.0 0.00     5 0.436 0.267
9         17         0.0 0.00     2 0.358 0.181
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 92.85 (55)"
         Lineup (6) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Amir Garrett  CIN   P   6700 -15.70     25.150000     5.094360
2    Tyler Anderson  COL   P   5400  10.55      7.912500     8.654033
3      Buster Posey   SF   C   3900   6.00      6.583333     5.615860
4     Mark Reynolds  COL  1B   4600  21.00     10.125000     9.330059
5       DJ LeMahieu  COL  2B   4800   3.00      6.250000     6.423914
6     Nolan Arenado  COL  3B   5600  10.00     10.176471     9.091447
7      Corey Seager  LAD  SS   4200   3.00      9.375000     8.647736
8  Charlie Blackmon  COL  OF   5500  18.00     10.764706     7.496077
9   Carlos Gonzalez  COL  OF   5300  10.00      4.562500     4.289036
10    David Peralta  ARI  OF   4000  27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 0.86    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     1 0.368 0.324
9         16         0.0 0.00     4 0.252 0.106
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 92.3 (56)"
        Lineup (145) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR   P   9700  6.6     13.450000    21.582806
2        Phil Hughes  MIN   P   5500 12.7     11.050000     9.247567
3      Chris Gimenez  MIN   C   3200  4.0      6.000000     4.546061
4      Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5  Yangervis Solarte   SD  2B   3800 11.0      6.111111     6.406696
6      Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7       Trevor Story  COL  SS   5400  8.0      8.187500     6.493266
8    Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9      Gerardo Parra  COL  OF   4200  5.0      8.818182     7.820718
10      Jabari Blash   SD  OF   2700  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          3         5.0 1.40    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         16         0.0 0.00     5 0.417 0.303
5         18         0.0 0.00     3 0.316 0.143
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10         0         0.0 0.00     7 0.144 0.000

[1] "Total fpts: 92.2 (57)"
      Lineup (15) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
2  Jhoulys Chacin   SD   P   5700  5.5     11.587500    19.937000
3    Buster Posey   SF   C   3900  6.0      6.583333     5.615860
4  Ryan Zimmerman  WSH  1B   4900 16.0     12.333333     9.217901
5   Daniel Murphy  WSH  2B   5600  0.0      8.571429    10.082081
6  Anthony Rendon  WSH  3B   5200 13.0      4.384615     3.905946
7   Jorge Polanco  MIN  SS   3900  5.0      7.538462     4.647856
8      Adam Eaton  WSH  OF   5500 12.0      9.357143     7.365273
9    Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
10    Yasiel Puig  LAD  OF   3600  3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         13         0.0 0.00     5 0.315 0.119
8         14         0.0 0.00     2 0.365 0.134
9         11         0.0 0.00     6 0.341 0.188
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 91.75 (58)"
    Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2   Jesse Chavez  LAA   P   6700 24.70     13.883333    11.303687
3  Chris Gimenez  MIN   C   3200  4.00      6.000000     4.546061
4  Kennys Vargas  MIN  1B   4200  7.00           NaN           NA
5   Brian Dozier  MIN  2B   5300 14.00      8.230769     5.019194
6  Nolan Arenado  COL  3B   5600 10.00     10.176471     9.091447
7   Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8     AJ Pollock  ARI  OF   4400  9.00      9.647059     7.889401
9  Eddie Rosario  MIN  OF   4000  3.00      5.692308     5.170181
10  Byron Buxton  MIN  OF   4000  6.00      2.727273     3.379080
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         13         0.0 0.00     1 0.309 0.130
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     1 0.357 0.180
9         13         0.0 0.00     8 0.265 0.115
10        11         0.0 0.00     9 0.143 0.036

[1] "Total fpts: 91.75 (59)"
     Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2    Jesse Chavez  LAA   P   6700 24.70     13.883333    11.303687
3    Buster Posey   SF   C   3900  6.00      6.583333     5.615860
4     Mike Napoli  TEX  1B   4300 11.00      5.764706     6.129125
5    Rougned Odor  TEX  2B   4700  7.00      4.611111     5.259601
6  Anthony Rendon  WSH  3B   5200 13.00      4.384615     3.905946
7    Elvis Andrus  TEX  SS   4100  8.00      7.941176     7.806012
8   Shin-Soo Choo  TEX  OF   4600  2.00      6.800000     7.252586
9      AJ Pollock  ARI  OF   4400  9.00      9.647059     7.889401
10   Nomar Mazara  TEX  OF   4100  0.00      9.000000     9.731695
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         17         0.0 0.00     4 0.254 0.162
5         18         0.0 0.00     5 0.253 0.173
6         13         0.0 0.00     3 0.261 0.031
7         17         0.0 0.00     6 0.328 0.206
8         15         0.0 0.00     2 0.318 0.073
9         17         0.0 0.00     1 0.357 0.180
10        18         0.0 0.00     3 0.343 0.195

[1] "Total fpts: 91.55 (60)"
     Lineup (141) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jason Vargas   KC     P   8000 11.05     30.966667     6.662269
2  Jhoulys Chacin   SD     P   5700  5.50     11.587500    19.937000
3    Buster Posey   SF     C   3900  6.00      6.583333     5.615860
4      Joey Votto  CIN    1B   5100 16.00      9.611111     8.765835
5     Jose Peraza  CIN    2B   4200  5.00      6.687500     7.354987
6  Eugenio Suarez  CIN    3B   4000  4.00     11.750000     9.602083
7     Trea Turner  WSH OF/SS   5500  7.00      7.000000     4.690416
8     Adam Duvall  CIN    OF   4700  0.00      8.750000     9.801360
9  Kyle Schwarber  CHC    OF   4500 12.00      7.533333     5.566054
10 Scott Schebler  CIN    OF   4100 25.00      6.000000     6.850791
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         18         0.0 0.00     3 0.357 0.314
5         16         0.0 0.00     2 0.235 0.041
6         16         0.0 0.00     5 0.498 0.371
7          5         0.0 0.00     1 0.234 0.071
8         16         0.0 0.00     4 0.332 0.269
9         15         0.0 0.00     1 0.348 0.191
10        16         0.0 0.00     6 0.284 0.222

[1] "Total fpts: 91.5 (61)"
       Lineup (99) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3    Austin Hedges   SD   C   3000 16.0      7.400000     8.958635
4    Anthony Rizzo  CHC  1B   5300 13.0     10.125000     7.719024
5      DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6     Ryan Schimpf   SD  3B   3900  0.0      5.312500     7.040064
7      Erick Aybar   SD  SS   2900 10.0      4.266667     4.727830
8  Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9   Hunter Renfroe   SD  OF   3600  3.0      5.888889     6.623389
10    Jabari Blash   SD  OF   2700  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         15         0.0 0.00     5 0.288 0.298
4         16         0.0 0.00     3 0.412 0.239
5         16         0.0 0.00     2 0.337 0.116
6         16         0.0 0.00     6 0.269 0.164
7         15         0.0 0.00     8 0.249 0.109
8         16         0.0 0.00     4 0.252 0.106
9         18         0.0 0.00     4 0.300 0.184
10         0         0.0 0.00     7 0.144 0.000

[1] "Total fpts: 91.1 (62)"
      Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2    Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3   Stuart Turner  CIN   C   2300  16.0      2.666667     2.516611
4  Ryan Zimmerman  WSH  1B   4900  16.0     12.333333     9.217901
5     DJ LeMahieu  COL  2B   4800   3.0      6.250000     6.423914
6  Eugenio Suarez  CIN  3B   4000   4.0     11.750000     9.602083
7     Zack Cozart  CIN  SS   3900  23.0      9.000000     5.411628
8     Adam Duvall  CIN  OF   4700   0.0      8.750000     9.801360
9  Kyle Schwarber  CHC  OF   4500  12.0      7.533333     5.566054
10 Scott Schebler  CIN  OF   4100  25.0      6.000000     6.850791
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.134 0.067
4         12         0.0 0.00     5 0.504 0.387
5         16         0.0 0.00     2 0.337 0.116
6         16         0.0 0.00     5 0.498 0.371
7         15         0.0 0.00     7 0.452 0.259
8         16         0.0 0.00     4 0.332 0.269
9         15         0.0 0.00     1 0.348 0.191
10        16         0.0 0.00     6 0.284 0.222

[1] "Total fpts: 90.55 (63)"
      Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2   Jhoulys Chacin   SD   P   5700  5.50     11.587500    19.937000
3     Tony Wolters  COL   C   3300 13.00      5.600000     5.059644
4    Mark Reynolds  COL  1B   4600 21.00     10.125000     9.330059
5    Daniel Murphy  WSH  2B   5600  0.00      8.571429    10.082081
6   Mike Moustakas   KC  3B   3300  7.00      9.153846     6.066934
7     Trevor Story  COL  SS   5400  8.00      8.187500     6.493266
8  Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9   Billy Hamilton  CIN  OF   4600 10.00      8.000000     6.521758
10   Gerardo Parra  COL  OF   4200  5.00      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         10         0.0 0.00     8 0.330 0.061
4         16         0.0 0.00     5 0.417 0.303
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     2 0.384 0.302
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         16         0.0 0.00     1 0.232 0.042
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 90.3 (64)"
       Lineup (86) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jhoulys Chacin   SD   P   5700  5.5     11.587500    19.937000
2       Matt Garza  MIL   P   5600 10.8           NaN           NA
3     Buster Posey   SF   C   3900  6.0      6.583333     5.615860
4    Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5     Rougned Odor  TEX  2B   4700  7.0      4.611111     5.259601
6    Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7     Trevor Story  COL  SS   5400  8.0      8.187500     6.493266
8  Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9     Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
10   Gerardo Parra  COL  OF   4200  5.0      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.22    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         16         0.0 0.00     5 0.417 0.303
5         18         0.0 0.00     5 0.253 0.173
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.341 0.188
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 89.35 (65)"
       Lineup (55) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC     P   8000  11.05     30.966667     6.662269
2     Amir Garrett  CIN     P   6700 -15.70     25.150000     5.094360
3     Jose Lobaton  WSH     C   3900   3.00      6.000000     7.211103
4    Anthony Rizzo  CHC    1B   5300  13.00     10.125000     7.719024
5      Ben Zobrist  CHC 2B/OF   4300  17.00      7.909091     6.410219
6      Kris Bryant  CHC    3B   5000  19.00      8.937500     8.751905
7  Addison Russell  CHC    SS   3700  20.00      9.400000     8.822050
8     Jayson Werth  WSH    OF   5000   7.00      5.090909     5.107926
9   Kyle Schwarber  CHC    OF   4500  12.00      7.533333     5.566054
10     Yasiel Puig  LAD    OF   3600   3.00      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         16         0.0 0.00     3 0.412 0.239
5         11         0.0 0.00     4 0.316 0.135
6         16         0.0 0.00     2 0.318 0.162
7         15         0.0 0.00     5 0.329 0.186
8         11         0.0 0.00     6 0.341 0.188
9         15         0.0 0.00     1 0.348 0.191
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 89.1 (66)"
      Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2    Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3    Geovany Soto  CWS     C   2700   0.0      5.333333     7.571878
4  Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5     DJ LeMahieu  COL    2B   4800   3.0      6.250000     6.423914
6       Jake Lamb  ARI    3B   4300   2.0     10.473684     6.858639
7    Chris Owings  ARI OF/SS   3700  28.0      8.562500     8.876702
8      AJ Pollock  ARI    OF   4400   9.0      9.647059     7.889401
9   Yasmany Tomas  ARI    OF   4200  12.0      9.933333     9.661904
10  David Peralta  ARI    OF   4000  27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         12         0.0 0.00     5 0.504 0.387
5         16         0.0 0.00     2 0.337 0.116
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     3 0.338 0.108
8         17         0.0 0.00     1 0.357 0.180
9         15         0.0 0.00     5 0.383 0.307
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 88.55 (67)"
      Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jason Vargas   KC     P   8000 11.05     30.966667     6.662269
2  Jhoulys Chacin   SD     P   5700  5.50     11.587500    19.937000
3   Chris Gimenez  MIN     C   3200  4.00      6.000000     4.546061
4  Ryan Zimmerman  WSH    1B   4900 16.00     12.333333     9.217901
5   Daniel Murphy  WSH    2B   5600  0.00      8.571429    10.082081
6  Anthony Rendon  WSH    3B   5200 13.00      4.384615     3.905946
7     Trea Turner  WSH OF/SS   5500  7.00      7.000000     4.690416
8      Adam Eaton  WSH    OF   5500 12.00      9.357143     7.365273
9   Jason Heyward  CHC    OF   3400 20.00      8.285714     6.753103
10   Andrew Toles  LAD    OF   2900  0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7          5         0.0 0.00     1 0.234 0.071
8         14         0.0 0.00     2 0.365 0.134
9         14         0.0 0.00     6 0.340 0.125
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 88 (68)"
        Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD     C   3200   0.0      7.384615     8.139804
4   Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5    Daniel Murphy  WSH    2B   5600   0.0      8.571429    10.082081
6   Anthony Rendon  WSH    3B   5200  13.0      4.384615     3.905946
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8       Adam Eaton  WSH    OF   5500  12.0      9.357143     7.365273
9    David Peralta  ARI    OF   4000  27.0      8.529412     9.007758
10    Jabari Blash   SD    OF   2700   4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7          5         0.0 0.00     1 0.234 0.071
8         14         0.0 0.00     2 0.365 0.134
9         17         0.0 0.00     2 0.358 0.181
10         0         0.0 0.00     7 0.144 0.000

[1] "Total fpts: 87.9 (69)"
       Lineup (100) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Miguel Gonzalez  CWS   P   7500 30.2    17.7166667     9.453086
2    Ubaldo Jimenez  BAL   P   6800  2.7     8.1166667    14.217009
3     Chris Gimenez  MIN   C   3200  4.0     6.0000000     4.546061
4    Ryan Zimmerman  WSH  1B   4900 16.0    12.3333333     9.217901
5     Daniel Murphy  WSH  2B   5600  0.0     8.5714286    10.082081
6    Anthony Rendon  WSH  3B   5200 13.0     4.3846154     3.905946
7  Brandon Crawford   SF  SS   3400 10.0     7.0625000     6.191055
8      Jayson Werth  WSH  OF   5000  7.0     5.0909091     5.107926
9    Michael Taylor  WSH  OF   4800  2.0     0.6666667     1.154701
10      Yasiel Puig  LAD  OF   3600  3.0     6.2941176     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 1.37    NA 0.000 0.000
2          3         5.4 1.47    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     5 0.296 0.177
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 87.75 (70)"
        Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2    Ubaldo Jimenez  BAL   P   6800  2.70      8.116667    14.217009
3   Yasmani Grandal  LAD   C   3200  0.00      7.384615     8.139804
4     Mark Reynolds  COL  1B   4600 21.00     10.125000     9.330059
5       DJ LeMahieu  COL  2B   4800  3.00      6.250000     6.423914
6     Nolan Arenado  COL  3B   5600 10.00     10.176471     9.091447
7       Erick Aybar   SD  SS   2900 10.00      4.266667     4.727830
8  Charlie Blackmon  COL  OF   5500 18.00     10.764706     7.496077
9   Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
10     Kevin Pillar  TOR  OF   3200  2.00      7.941176     6.959441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         5.4 1.47    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         15         0.0 0.00     8 0.249 0.109
8         17         0.0 0.00     1 0.368 0.324
9         16         0.0 0.00     4 0.252 0.106
10        17         0.0 0.00     1 0.360 0.192

[1] "Total fpts: 87.1 (71)"
      Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2    Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3    Geovany Soto  CWS   C   2700   0.0      5.333333     7.571878
4  Ryan Zimmerman  WSH  1B   4900  16.0     12.333333     9.217901
5  Tyler Saladino  CWS  2B   3600  14.0      4.400000     4.835057
6   Nolan Arenado  COL  3B   5600  10.0     10.176471     9.091447
7    Tim Anderson  CWS  SS   3800  22.0      5.153846     4.810512
8    Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
9   Melky Cabrera  CWS  OF   4100  13.0      4.727273     3.875330
10   Leury Garcia  CWS  OF   2900  13.0      5.000000     4.642796
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         12         0.0 0.00     5 0.504 0.387
5         10         0.0 0.00     2 0.285 0.043
6         17         0.0 0.00     3 0.441 0.343
7         13         0.0 0.00     1 0.216 0.075
8         11         0.0 0.00     6 0.341 0.188
9         11         0.0 0.00     3 0.280 0.077
10        10         0.0 0.00     9 0.292 0.194

[1] "Total fpts: 87.1 (72)"
        Lineup (150) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR     P   9700  6.6     13.450000    21.582806
2     Jhoulys Chacin   SD     P   5700  5.5     11.587500    19.937000
3      Austin Hedges   SD     C   3000 16.0      7.400000     8.958635
4          Wil Myers   SD    1B   4800 18.0      8.944444     8.585023
5  Yangervis Solarte   SD    2B   3800 11.0      6.111111     6.406696
6       Ryan Schimpf   SD    3B   3900  0.0      5.312500     7.040064
7        Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8    Carlos Gonzalez  COL    OF   5300 10.0      4.562500     4.289036
9     Billy Hamilton  CIN    OF   4600 10.0      8.000000     6.521758
10    Hunter Renfroe   SD    OF   3600  3.0      5.888889     6.623389
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         15         0.0 0.00     5 0.288 0.298
4         18         0.0 0.00     2 0.417 0.266
5         18         0.0 0.00     3 0.316 0.143
6         16         0.0 0.00     6 0.269 0.164
7          5         0.0 0.00     1 0.234 0.071
8         16         0.0 0.00     4 0.252 0.106
9         16         0.0 0.00     1 0.232 0.042
10        18         0.0 0.00     4 0.300 0.184

[1] "Total fpts: 86.6 (73)"
       Lineup (39) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI   P   9400 33.9     15.875000    11.563196
2     Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3  Yasmani Grandal  LAD   C   3200  0.0      7.384615     8.139804
4  Adrian Gonzalez  LAD  1B   3600  0.0      6.285714     4.952522
5    Daniel Murphy  WSH  2B   5600  0.0      8.571429    10.082081
6    Justin Turner  LAD  3B   3400  3.0      8.333333     5.313953
7     Corey Seager  LAD  SS   4200  3.0      9.375000     8.647736
8  Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
9       AJ Pollock  ARI  OF   4400  9.0      9.647059     7.889401
10     Yasiel Puig  LAD  OF   3600  3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         14         0.0 0.00     4 0.385 0.216
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         16         0.0 0.00     4 0.252 0.106
9         17         0.0 0.00     1 0.357 0.180
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 86.55 (74)"
      Lineup (50) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chad Kuhl  PIT   P   7000 -18.25     16.333333     4.474465
2      Matt Garza  MIL   P   5600  10.80           NaN           NA
3   Austin Hedges   SD   C   3000  16.00      7.400000     8.958635
4  Ryan Zimmerman  WSH  1B   4900  16.00     12.333333     9.217901
5   Daniel Murphy  WSH  2B   5600   0.00      8.571429    10.082081
6  Anthony Rendon  WSH  3B   5200  13.00      4.384615     3.905946
7    Corey Seager  LAD  SS   4200   3.00      9.375000     8.647736
8      Adam Eaton  WSH  OF   5500  12.00      9.357143     7.365273
9    Jayson Werth  WSH  OF   5000   7.00      5.090909     5.107926
10  David Peralta  ARI  OF   4000  27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.04    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         15         0.0 0.00     5 0.288 0.298
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     2 0.393 0.214
8         14         0.0 0.00     2 0.365 0.134
9         11         0.0 0.00     6 0.341 0.188
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 86.5 (75)"
        Lineup (44) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2       Phil Hughes  MIN   P   5500 12.7     11.050000     9.247567
3      Geovany Soto  CWS   C   2700  0.0      5.333333     7.571878
4     Mark Reynolds  COL  1B   4600 21.0     10.125000     9.330059
5       DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6     Nolan Arenado  COL  3B   5600 10.0     10.176471     9.091447
7      Jordy Mercer  PIT  SS   3200  0.0      5.333333     4.670067
8  Charlie Blackmon  COL  OF   5500 18.0     10.764706     7.496077
9   Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
10     Jabari Blash   SD  OF   2700  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3  1.3    NA 0.000 0.000
2          3         5.0  1.4    NA 0.000 0.000
3          3         0.0  0.0     8 0.424 0.500
4         16         0.0  0.0     5 0.417 0.303
5         16         0.0  0.0     2 0.337 0.116
6         17         0.0  0.0     3 0.441 0.343
7         15         0.0  0.0     1 0.269 0.065
8         17         0.0  0.0     1 0.368 0.324
9         16         0.0  0.0     4 0.252 0.106
10         0         0.0  0.0     7 0.144 0.000

[1] "Total fpts: 85 (76)"
        Lineup (2) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD     C   3200   0.0      7.384615     8.139804
4    Mark Reynolds  COL    1B   4600  21.0     10.125000     9.330059
5      DJ LeMahieu  COL    2B   4800   3.0      6.250000     6.423914
6    Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8  Carlos Gonzalez  COL    OF   5300  10.0      4.562500     4.289036
9    Gerardo Parra  COL    OF   4200   5.0      8.818182     7.820718
10   Jason Heyward  CHC    OF   3400  20.0      8.285714     6.753103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7          5         0.0 0.00     1 0.234 0.071
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10        14         0.0 0.00     6 0.340 0.125

[1] "Total fpts: 84.4 (77)"
       Lineup (147) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Greinke  ARI   P   9400 33.9     15.875000    11.563196
2    Jhoulys Chacin   SD   P   5700  5.5     11.587500    19.937000
3      Jose Lobaton  WSH   C   3900  3.0      6.000000     7.211103
4         Joe Mauer  MIN  1B   4300  3.0      4.833333     2.081666
5      Brian Dozier  MIN  2B   5300 14.0      8.230769     5.019194
6       Miguel Sano  MIN  3B   4700  0.0      9.285714     8.013724
7     Jorge Polanco  MIN  SS   3900  5.0      7.538462     4.647856
8  Charlie Blackmon  COL  OF   5500 18.0     10.764706     7.496077
9   Robbie Grossman  MIN  OF   4200  2.0      9.416667     6.006940
10     Andrew Toles  LAD  OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         14         0.0 0.00     3 0.419 0.328
7         13         0.0 0.00     5 0.315 0.119
8         17         0.0 0.00     1 0.368 0.324
9         12         0.0 0.00     4 0.413 0.143
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 83.95 (78)"
      Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI   P   9400 33.90     15.875000    11.563196
2     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
3  Yasmani Grandal  LAD   C   3200  0.00      7.384615     8.139804
4  Adrian Gonzalez  LAD  1B   3600  0.00      6.285714     4.952522
5      Chase Utley  LAD  2B   3200  6.00      0.800000     1.788854
6    Justin Turner  LAD  3B   3400  3.00      8.333333     5.313953
7    Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8       Adam Eaton  WSH  OF   5500 12.00      9.357143     7.365273
9       Mike Trout  LAA  OF   5300 10.00     10.882353     5.011017
10     Yasiel Puig  LAD  OF   3600  3.00      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         6.9 0.77    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5          5         0.0 0.00     7 0.078 0.000
6         15         0.0 0.00     3 0.410 0.143
7         13         0.0 0.00     5 0.315 0.119
8         14         0.0 0.00     2 0.365 0.134
9         17         0.0 0.00     3 0.458 0.324
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 81.3 (79)"
         Lineup (79) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR   P   9700  6.6     13.450000    21.582806
2       Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3    Yasmani Grandal  LAD   C   3200  0.0      7.384615     8.139804
4    Adrian Gonzalez  LAD  1B   3600  0.0      6.285714     4.952522
5        Chase Utley  LAD  2B   3200  6.0      0.800000     1.788854
6      Justin Turner  LAD  3B   3400  3.0      8.333333     5.313953
7       Trevor Story  COL  SS   5400  8.0      8.187500     6.493266
8   Charlie Blackmon  COL  OF   5500 18.0     10.764706     7.496077
9     Kyle Schwarber  CHC  OF   4500 12.0      7.533333     5.566054
10       Yasiel Puig  LAD  OF   3600  3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5          5         0.0 0.00     7 0.078 0.000
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     7 0.284 0.246
8         17         0.0 0.00     1 0.368 0.324
9         15         0.0 0.00     1 0.348 0.191
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 81.1 (80)"
       Lineup (74) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD     C   3200   0.0      7.384615     8.139804
4       Jose Abreu  CWS    1B   4400  12.0      4.214286     5.479733
5   Tyler Saladino  CWS    2B   3600  14.0      4.400000     4.835057
6     Todd Frazier  CWS    3B   4600  11.0      3.500000     5.529144
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8    Melky Cabrera  CWS    OF   4100  13.0      4.727273     3.875330
9    David Peralta  ARI    OF   4000  27.0      8.529412     9.007758
10  Avisail Garcia  CWS    OF   3500   5.0      9.714286     9.619120
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     4 0.237 0.047
5         10         0.0 0.00     2 0.285 0.043
6          8         0.0 0.00     5 0.205 0.108
7          5         0.0 0.00     1 0.234 0.071
8         11         0.0 0.00     3 0.280 0.077
9         17         0.0 0.00     2 0.358 0.181
10        14         0.0 0.00     6 0.434 0.210

[1] "Total fpts: 80.85 (81)"
        Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
3  Yasmani Grandal  LAD   C   3200  0.00      7.384615     8.139804
4  Adrian Gonzalez  LAD  1B   3600  0.00      6.285714     4.952522
5     Brian Dozier  MIN  2B   5300 14.00      8.230769     5.019194
6    Justin Turner  LAD  3B   3400  3.00      8.333333     5.313953
7     Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8   Kyle Schwarber  CHC  OF   4500 12.00      7.533333     5.566054
9    David Peralta  ARI  OF   4000 27.00      8.529412     9.007758
10     Yasiel Puig  LAD  OF   3600  3.00      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.9 0.77    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         13         0.0 0.00     1 0.309 0.130
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         15         0.0 0.00     1 0.348 0.191
9         17         0.0 0.00     2 0.358 0.181
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 80.5 (82)"
       Lineup (65) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3  Yasmani Grandal  LAD   C   3200  0.0      7.384615     8.139804
4      Mike Napoli  TEX  1B   4300 11.0      5.764706     6.129125
5     Rougned Odor  TEX  2B   4700  7.0      4.611111     5.259601
6       Joey Gallo  TEX  3B   4000 12.0      9.388889     9.185275
7     Elvis Andrus  TEX  SS   4100  8.0      7.941176     7.806012
8     Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
9     Nomar Mazara  TEX  OF   4100  0.0      9.000000     9.731695
10     Yasiel Puig  LAD  OF   3600  3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         17         0.0 0.00     4 0.254 0.162
5         18         0.0 0.00     5 0.253 0.173
6         18         0.0 0.00     7 0.379 0.377
7         17         0.0 0.00     6 0.328 0.206
8         11         0.0 0.00     6 0.341 0.188
9         18         0.0 0.00     3 0.343 0.195
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 79.35 (83)"
      Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2   Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3  Jonathan Lucroy  TEX   C   4300  3.00      5.000000     6.862282
4      Mike Napoli  TEX  1B   4300 11.00      5.764706     6.129125
5     Rougned Odor  TEX  2B   4700  7.00      4.611111     5.259601
6       Joey Gallo  TEX  3B   4000 12.00      9.388889     9.185275
7     Elvis Andrus  TEX  SS   4100  8.00      7.941176     7.806012
8  Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9   Billy Hamilton  CIN  OF   4600 10.00      8.000000     6.521758
10    Andrew Toles  LAD  OF   2900  0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         12         0.0 0.00     8 0.225 0.082
4         17         0.0 0.00     4 0.254 0.162
5         18         0.0 0.00     5 0.253 0.173
6         18         0.0 0.00     7 0.379 0.377
7         17         0.0 0.00     6 0.328 0.206
8         16         0.0 0.00     4 0.252 0.106
9         16         0.0 0.00     1 0.232 0.042
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 79.15 (84)"
       Lineup (85) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2     Martin Perez  TEX   P   6300  8.10     11.000000     9.225598
3  Yasmani Grandal  LAD   C   3200  0.00      7.384615     8.139804
4   Ryan Zimmerman  WSH  1B   4900 16.00     12.333333     9.217901
5    Daniel Murphy  WSH  2B   5600  0.00      8.571429    10.082081
6   Anthony Rendon  WSH  3B   5200 13.00      4.384615     3.905946
7      Erick Aybar   SD  SS   2900 10.00      4.266667     4.727830
8       Adam Eaton  WSH  OF   5500 12.00      9.357143     7.365273
9     Jayson Werth  WSH  OF   5000  7.00      5.090909     5.107926
10    Kevin Pillar  TOR  OF   3200  2.00      7.941176     6.959441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          4         5.0 1.75    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         15         0.0 0.00     8 0.249 0.109
8         14         0.0 0.00     2 0.365 0.134
9         11         0.0 0.00     6 0.341 0.188
10        17         0.0 0.00     1 0.360 0.192

[1] "Total fpts: 78.5 (85)"
        Lineup (62) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2      Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3      Jose Lobaton  WSH     C   3900  3.0      6.000000     7.211103
4     Anthony Rizzo  CHC    1B   5300 13.0     10.125000     7.719024
5     Josh Harrison  PIT 2B/3B   3700 12.0      5.923077     3.684688
6      David Freese  PIT    3B   3200  5.0      6.357143     5.372396
7      Jordy Mercer  PIT    SS   3200  0.0      5.333333     4.670067
8      Jayson Werth  WSH    OF   5000  7.0      5.090909     5.107926
9  Andrew McCutchen  PIT    OF   4500  4.0      7.437500     7.136467
10  Gregory Polanco  PIT    OF   4400  2.0      6.500000     7.329889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         16         0.0 0.00     3 0.412 0.239
5         13         0.0 0.00     2 0.339 0.073
6         14         0.0 0.00     5 0.410 0.222
7         15         0.0 0.00     1 0.269 0.065
8         11         0.0 0.00     6 0.341 0.188
9         16         0.0 0.00     3 0.339 0.191
10        12         0.0 0.00     4 0.285 0.073

[1] "Total fpts: 78.3 (86)"
        Lineup (125) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR     P   9700  6.6    13.4500000    21.582806
2          Matt Cain   SF     P   6100 21.7    18.3000000     3.040559
3       Jose Lobaton  WSH     C   3900  3.0     6.0000000     7.211103
4     Ryan Zimmerman  WSH    1B   4900 16.0    12.3333333     9.217901
5      Daniel Murphy  WSH    2B   5600  0.0     8.5714286    10.082081
6      Chris Coghlan  TOR 3B/OF   2100  3.0     5.3333333     5.507571
7   Brandon Crawford   SF    SS   3400 10.0     7.0625000     6.191055
8       Jayson Werth  WSH    OF   5000  7.0     5.0909091     5.107926
9     Michael Taylor  WSH    OF   4800  2.0     0.6666667     1.154701
10        AJ Pollock  ARI    OF   4400  9.0     9.6470588     7.889401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          2         5.4 1.41    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6          3         0.0 0.00     7 0.222 0.000
7         16         0.0 0.00     5 0.296 0.177
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        17         0.0 0.00     1 0.357 0.180

[1] "Total fpts: 77.5 (87)"
       Lineup (82) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3   Salvador Perez   KC   C   3400  0.0      7.000000     6.421119
4      Eric Hosmer   KC  1B   3900  0.0      4.562500     3.723238
5    Daniel Murphy  WSH  2B   5600  0.0      8.571429    10.082081
6   Anthony Rendon  WSH  3B   5200 13.0      4.384615     3.905946
7  Alcides Escobar   KC  SS   3400  0.0      3.187500     3.525502
8     Lorenzo Cain   KC  OF   4000  0.0      8.533333     4.485957
9    David Peralta  ARI  OF   4000 27.0      8.529412     9.007758
10     Alex Gordon   KC  OF   3700  5.0      4.500000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     4 0.244 0.058
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     7 0.214 0.064
8         15         0.0 0.00     3 0.393 0.067
9         17         0.0 0.00     2 0.358 0.181
10        16         0.0 0.00     6 0.217 0.042

[1] "Total fpts: 77 (88)"
       Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3     Derek Norris   TB     C   3500   2.0      3.769231     4.585373
4   Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5      Brad Miller   TB    2B   4500   7.0      8.062500     8.322410
6    Evan Longoria   TB    3B   5100   5.0      7.833333     6.862087
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8   Kyle Schwarber  CHC    OF   4500  12.0      7.533333     5.566054
9  Kevin Kiermaier   TB    OF   4300   0.0      7.117647     7.573658
10 Corey Dickerson   TB    OF   4100  19.0      8.800000     6.049793
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     9 0.180 0.019
4         12         0.0 0.00     5 0.504 0.387
5         16         0.0 0.00     4 0.346 0.174
6         18         0.0 0.00     3 0.321 0.182
7          5         0.0 0.00     1 0.234 0.071
8         15         0.0 0.00     1 0.348 0.191
9         17         0.0 0.00     2 0.337 0.111
10        15         0.0 0.00     1 0.394 0.271

[1] "Total fpts: 76.35 (89)"
        Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2   Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3    Chris Gimenez  MIN   C   3200  4.00      6.000000     4.546061
4    Mark Reynolds  COL  1B   4600 21.00     10.125000     9.330059
5      DJ LeMahieu  COL  2B   4800  3.00      6.250000     6.423914
6    Nolan Arenado  COL  3B   5600 10.00     10.176471     9.091447
7    Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8  Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9    Gerardo Parra  COL  OF   4200  5.00      8.818182     7.820718
10    Andrew Toles  LAD  OF   2900  0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         13         0.0 0.00     5 0.315 0.119
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 75.75 (90)"
       Lineup (61) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2     Jesse Chavez  LAA   P   6700 24.70     13.883333    11.303687
3   Salvador Perez   KC   C   3400  0.00      7.000000     6.421119
4        Joe Mauer  MIN  1B   4300  3.00      4.833333     2.081666
5     Brian Dozier  MIN  2B   5300 14.00      8.230769     5.019194
6      Miguel Sano  MIN  3B   4700  0.00      9.285714     8.013724
7    Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8     Jayson Werth  WSH  OF   5000  7.00      5.090909     5.107926
9       AJ Pollock  ARI  OF   4400  9.00      9.647059     7.889401
10 Robbie Grossman  MIN  OF   4200  2.00      9.416667     6.006940
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         14         0.0 0.00     3 0.419 0.328
7         13         0.0 0.00     5 0.315 0.119
8         11         0.0 0.00     6 0.341 0.188
9         17         0.0 0.00     1 0.357 0.180
10        12         0.0 0.00     4 0.413 0.143

[1] "Total fpts: 75.75 (91)"
       Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2     Jesse Chavez  LAA   P   6700 24.70     13.883333    11.303687
3    Chris Gimenez  MIN   C   3200  4.00      6.000000     4.546061
4    Kennys Vargas  MIN  1B   4200  7.00           NaN           NA
5    Daniel Murphy  WSH  2B   5600  0.00      8.571429    10.082081
6      Miguel Sano  MIN  3B   4700  0.00      9.285714     8.013724
7    Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8   Billy Hamilton  CIN  OF   4600 10.00      8.000000     6.521758
9   Kyle Schwarber  CHC  OF   4500 12.00      7.533333     5.566054
10 Robbie Grossman  MIN  OF   4200  2.00      9.416667     6.006940
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         14         0.0 0.00     4 0.385 0.216
6         14         0.0 0.00     3 0.419 0.328
7         13         0.0 0.00     5 0.315 0.119
8         16         0.0 0.00     1 0.232 0.042
9         15         0.0 0.00     1 0.348 0.191
10        12         0.0 0.00     4 0.413 0.143

[1] "Total fpts: 74.55 (92)"
       Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
2   Jhoulys Chacin   SD   P   5700  5.50     11.587500    19.937000
3     Jose Lobaton  WSH   C   3900  3.00      6.000000     7.211103
4    Mark Reynolds  COL  1B   4600 21.00     10.125000     9.330059
5      DJ LeMahieu  COL  2B   4800  3.00      6.250000     6.423914
6    Nolan Arenado  COL  3B   5600 10.00     10.176471     9.091447
7     Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8  Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9    Gerardo Parra  COL  OF   4200  5.00      8.818182     7.820718
10     Yasiel Puig  LAD  OF   3600  3.00      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     2 0.393 0.214
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 74.45 (93)"
      Lineup (123) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chad Kuhl  PIT   P   7000 -18.25     16.333333     4.474465
2   Ubaldo Jimenez  BAL   P   6800   2.70      8.116667    14.217009
3     Tony Wolters  COL   C   3300  13.00      5.600000     5.059644
4    Mark Reynolds  COL  1B   4600  21.00     10.125000     9.330059
5  Jonathan Villar  MIL  2B   4800   4.00      7.888889     8.723794
6        Jake Lamb  ARI  3B   4300   2.00     10.473684     6.858639
7     Trevor Story  COL  SS   5400   8.00      8.187500     6.493266
8  Carlos Gonzalez  COL  OF   5300  10.00      4.562500     4.289036
9    Gerardo Parra  COL  OF   4200   5.00      8.818182     7.820718
10   David Peralta  ARI  OF   4000  27.00      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.04    NA 0.000 0.000
2          3         5.4 1.47    NA 0.000 0.000
3         10         0.0 0.00     8 0.330 0.061
4         16         0.0 0.00     5 0.417 0.303
5         18         0.0 0.00     1 0.254 0.136
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 72.5 (94)"
      Lineup (106) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3  Yasmani Grandal  LAD   C   3200  0.0      7.384615     8.139804
4  Adrian Gonzalez  LAD  1B   3600  0.0      6.285714     4.952522
5      Brad Miller   TB  2B   4500  7.0      8.062500     8.322410
6    Evan Longoria   TB  3B   5100  5.0      7.833333     6.862087
7    Jorge Polanco  MIN  SS   3900  5.0      7.538462     4.647856
8     Steven Souza   TB  OF   4400  4.0      8.777778     7.264382
9  Kevin Kiermaier   TB  OF   4300  0.0      7.117647     7.573658
10 Corey Dickerson   TB  OF   4100 19.0      8.800000     6.049793
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         16         0.0 0.00     4 0.346 0.174
6         18         0.0 0.00     3 0.321 0.182
7         13         0.0 0.00     5 0.315 0.119
8         18         0.0 0.00     5 0.436 0.267
9         17         0.0 0.00     2 0.337 0.111
10        15         0.0 0.00     1 0.394 0.271

[1] "Total fpts: 72.35 (95)"
      Lineup (90) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2  Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3   Chris Gimenez  MIN   C   3200  4.00      6.000000     4.546061
4      Joey Votto  CIN  1B   5100 16.00      9.611111     8.765835
5     Jose Peraza  CIN  2B   4200  5.00      6.687500     7.354987
6  Eugenio Suarez  CIN  3B   4000  4.00     11.750000     9.602083
7    Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8     Adam Duvall  CIN  OF   4700  0.00      8.750000     9.801360
9  Billy Hamilton  CIN  OF   4600 10.00      8.000000     6.521758
10 Kyle Schwarber  CHC  OF   4500 12.00      7.533333     5.566054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         18         0.0 0.00     3 0.357 0.314
5         16         0.0 0.00     2 0.235 0.041
6         16         0.0 0.00     5 0.498 0.371
7         16         0.0 0.00     2 0.393 0.214
8         16         0.0 0.00     4 0.332 0.269
9         16         0.0 0.00     1 0.232 0.042
10        15         0.0 0.00     1 0.348 0.191

[1] "Total fpts: 72.1 (96)"
      Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2    Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3    Jose Lobaton  WSH   C   3900   3.0      6.000000     7.211103
4      Joey Votto  CIN  1B   5100  16.0      9.611111     8.765835
5     Jose Peraza  CIN  2B   4200   5.0      6.687500     7.354987
6  Eugenio Suarez  CIN  3B   4000   4.0     11.750000     9.602083
7    Jordy Mercer  PIT  SS   3200   0.0      5.333333     4.670067
8     Adam Duvall  CIN  OF   4700   0.0      8.750000     9.801360
9  Scott Schebler  CIN  OF   4100  25.0      6.000000     6.850791
10  David Peralta  ARI  OF   4000  27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         18         0.0 0.00     3 0.357 0.314
5         16         0.0 0.00     2 0.235 0.041
6         16         0.0 0.00     5 0.498 0.371
7         15         0.0 0.00     1 0.269 0.065
8         16         0.0 0.00     4 0.332 0.269
9         16         0.0 0.00     6 0.284 0.222
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 70.5 (97)"
       Lineup (111) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2      Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3  Martin Maldonado  LAA   C   2400  2.0      4.384615     3.500916
4     Albert Pujols  LAA  1B   4100  5.0      7.500000     7.052186
5       DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6     Yunel Escobar  LAA  3B   3200  2.0      6.937500     7.224668
7      Corey Seager  LAD  SS   4200  3.0      9.375000     8.647736
8        Mike Trout  LAA  OF   5300 10.0     10.882353     5.011017
9   Carlos Gonzalez  COL  OF   5300 10.0      4.562500     4.289036
10     Kole Calhoun  LAA  OF   3800  3.0      5.750000     5.507571
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     9 0.310 0.023
4         16         0.0 0.00     4 0.283 0.118
5         16         0.0 0.00     2 0.337 0.116
6         16         0.0 0.00     1 0.317 0.080
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     3 0.458 0.324
9         16         0.0 0.00     4 0.252 0.106
10        16         0.0 0.00     2 0.291 0.086

[1] "Total fpts: 70.1 (98)"
       Lineup (81) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3     Derek Norris   TB     C   3500   2.0      3.769231     4.585373
4   Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5      Ben Zobrist  CHC 2B/OF   4300  17.0      7.909091     6.410219
6    Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7      Tim Beckham   TB    SS   3700   5.0      5.750000     7.298402
8  Kevin Kiermaier   TB    OF   4300   0.0      7.117647     7.573658
9  Corey Dickerson   TB    OF   4100  19.0      8.800000     6.049793
10  Shane Peterson   TB    OF   2800   9.0      6.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     9 0.180 0.019
4         12         0.0 0.00     5 0.504 0.387
5         11         0.0 0.00     4 0.316 0.135
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.280 0.143
8         17         0.0 0.00     2 0.337 0.111
9         15         0.0 0.00     1 0.394 0.271
10         5         0.0 0.00     8 0.344 0.160

[1] "Total fpts: 68.9 (99)"
        Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR   P   9700   6.6     13.450000    21.582806
2       Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3      Austin Hedges   SD   C   3000  16.0      7.400000     8.958635
4          Wil Myers   SD  1B   4800  18.0      8.944444     8.585023
5  Yangervis Solarte   SD  2B   3800  11.0      6.111111     6.406696
6     Anthony Rendon  WSH  3B   5200  13.0      4.384615     3.905946
7       Corey Seager  LAD  SS   4200   3.0      9.375000     8.647736
8       Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
9      Manuel Margot   SD  OF   3700   7.0      7.058824     5.878675
10    Hunter Renfroe   SD  OF   3600   3.0      5.888889     6.623389
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         15         0.0 0.00     5 0.288 0.298
4         18         0.0 0.00     2 0.417 0.266
5         18         0.0 0.00     3 0.316 0.143
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     2 0.393 0.214
8         11         0.0 0.00     6 0.341 0.188
9         17         0.0 0.00     1 0.353 0.208
10        18         0.0 0.00     4 0.300 0.184

[1] "Total fpts: 68.35 (100)"
       Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2   Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3     Tony Wolters  COL   C   3300 13.00      5.600000     5.059644
4        Joe Mauer  MIN  1B   4300  3.00      4.833333     2.081666
5     Brian Dozier  MIN  2B   5300 14.00      8.230769     5.019194
6      Miguel Sano  MIN  3B   4700  0.00      9.285714     8.013724
7     Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8       AJ Pollock  ARI  OF   4400  9.00      9.647059     7.889401
9  Robbie Grossman  MIN  OF   4200  2.00      9.416667     6.006940
10    Byron Buxton  MIN  OF   4000  6.00      2.727273     3.379080
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         10         0.0 0.00     8 0.330 0.061
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         14         0.0 0.00     3 0.419 0.328
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     1 0.357 0.180
9         12         0.0 0.00     4 0.413 0.143
10        11         0.0 0.00     9 0.143 0.036

[1] "Total fpts: 68.35 (101)"
       Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2    Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3   Jonathan Lucroy  TEX   C   4300  3.00      5.000000     6.862282
4     Anthony Rizzo  CHC  1B   5300 13.00     10.125000     7.719024
5       Brad Miller   TB  2B   4500  7.00      8.062500     8.322410
6        Joey Gallo  TEX  3B   4000 12.00      9.388889     9.185275
7     Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8     Shin-Soo Choo  TEX  OF   4600  2.00      6.800000     7.252586
9      Carlos Gomez  TEX  OF   4300  8.00      6.111111     6.807339
10 Jurickson Profar  TEX  OF   3600  0.00      4.272727     2.831639
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         12         0.0 0.00     8 0.225 0.082
4         16         0.0 0.00     3 0.412 0.239
5         16         0.0 0.00     4 0.346 0.174
6         18         0.0 0.00     7 0.379 0.377
7         13         0.0 0.00     5 0.315 0.119
8         15         0.0 0.00     2 0.318 0.073
9         18         0.0 0.00     1 0.297 0.173
10        11         0.0 0.00     9 0.233 0.000

[1] "Total fpts: 68.1 (102)"
       Lineup (33) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3    Stuart Turner  CIN     C   2300  16.0      2.666667     2.516611
4    Mark Reynolds  COL    1B   4600  21.0     10.125000     9.330059
5       Ryan Goins  TOR 2B/3B   2200   3.0      6.500000     5.856620
6    Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7     Trevor Story  COL    SS   5400   8.0      8.187500     6.493266
8  Carlos Gonzalez  COL    OF   5300  10.0      4.562500     4.289036
9    Gerardo Parra  COL    OF   4200   5.0      8.818182     7.820718
10     Yasiel Puig  LAD    OF   3600   3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.134 0.067
4         16         0.0 0.00     5 0.417 0.303
5          6         0.0 0.00     9 0.349 0.250
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 68.1 (103)"
        Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2      Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3   Jonathan Lucroy  TEX   C   4300   3.0      5.000000     6.862282
4    Ryan Zimmerman  WSH  1B   4900  16.0     12.333333     9.217901
5      Rougned Odor  TEX  2B   4700   7.0      4.611111     5.259601
6        Joey Gallo  TEX  3B   4000  12.0      9.388889     9.185275
7      Elvis Andrus  TEX  SS   4100   8.0      7.941176     7.806012
8     David Peralta  ARI  OF   4000  27.0      8.529412     9.007758
9  Jurickson Profar  TEX  OF   3600   0.0      4.272727     2.831639
10      Yasiel Puig  LAD  OF   3600   3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         12         0.0 0.00     8 0.225 0.082
4         12         0.0 0.00     5 0.504 0.387
5         18         0.0 0.00     5 0.253 0.173
6         18         0.0 0.00     7 0.379 0.377
7         17         0.0 0.00     6 0.328 0.206
8         17         0.0 0.00     2 0.358 0.181
9         11         0.0 0.00     9 0.233 0.000
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 67 (104)"
    Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2   Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3   Jose Lobaton  WSH     C   3900   3.0      6.000000     7.211103
4    Chris Davis  BAL    1B   4500   4.0      7.176471     7.273542
5    DJ LeMahieu  COL    2B   4800   3.0      6.250000     6.423914
6  Manny Machado  BAL    3B   4900   2.0      6.882353     6.223768
7    Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8    Mark Trumbo  BAL    OF   4500   0.0      5.823529     6.376081
9     Adam Jones  BAL    OF   4400  26.0      7.882353     5.278285
10    Seth Smith  BAL    OF   3600  13.0      9.857143     7.057586
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         17         0.0 0.00     4 0.360 0.222
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.300 0.191
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     5 0.264 0.091
9         17         0.0 0.00     2 0.344 0.179
10         7         0.0 0.00     1 0.398 0.333

[1] "Total fpts: 66.6 (105)"
      Lineup (29) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.8    20.3000000     3.538832
2      Matt Garza  MIL   P   5600 10.8           NaN           NA
3    Geovany Soto  CWS   C   2700  0.0     5.3333333     7.571878
4  Ryan Zimmerman  WSH  1B   4900 16.0    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600  0.0     8.5714286    10.082081
6  Anthony Rendon  WSH  3B   5200 13.0     4.3846154     3.905946
7     Erick Aybar   SD  SS   2900 10.0     4.2666667     4.727830
8    Jayson Werth  WSH  OF   5000  7.0     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800  2.0     0.6666667     1.154701
10   Andrew Toles  LAD  OF   2900  0.0     9.0000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3  1.3    NA 0.000 0.000
2          0         0.0  0.0    NA 0.000 0.000
3          3         0.0  0.0     8 0.424 0.500
4         12         0.0  0.0     5 0.504 0.387
5         14         0.0  0.0     4 0.385 0.216
6         13         0.0  0.0     3 0.261 0.031
7         15         0.0  0.0     8 0.249 0.109
8         11         0.0  0.0     6 0.341 0.188
9          3         0.0  0.0     7 0.060 0.000
10         8         0.0  0.0     1 0.319 0.196

[1] "Total fpts: 66.5 (106)"
         Lineup (5) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10100  7.8     20.300000     3.538832
2      Jesse Chavez  LAA   P   6700 24.7     13.883333    11.303687
3   Yasmani Grandal  LAD   C   3200  0.0      7.384615     8.139804
4   Adrian Gonzalez  LAD  1B   3600  0.0      6.285714     4.952522
5       DJ LeMahieu  COL  2B   4800  3.0      6.250000     6.423914
6     Justin Turner  LAD  3B   3400  3.0      8.333333     5.313953
7      Corey Seager  LAD  SS   4200  3.0      9.375000     8.647736
8  Charlie Blackmon  COL  OF   5500 18.0     10.764706     7.496077
9      Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
10     Andrew Toles  LAD  OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         16         0.0 0.00     2 0.337 0.116
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     1 0.368 0.324
9         11         0.0 0.00     6 0.341 0.188
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 65.85 (107)"
      Lineup (98) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2    Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
3   Chris Gimenez  MIN   C   3200  4.00      6.000000     4.546061
4   Kennys Vargas  MIN  1B   4200  7.00           NaN           NA
5     DJ LeMahieu  COL  2B   4800  3.00      6.250000     6.423914
6  Mike Moustakas   KC  3B   3300  7.00      9.153846     6.066934
7   Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8  Kyle Schwarber  CHC  OF   4500 12.00      7.533333     5.566054
9   Eddie Rosario  MIN  OF   4000  3.00      5.692308     5.170181
10   Byron Buxton  MIN  OF   4000  6.00      2.727273     3.379080
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.9 0.77    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         16         0.0 0.00     2 0.337 0.116
6         13         0.0 0.00     2 0.384 0.302
7         13         0.0 0.00     5 0.315 0.119
8         15         0.0 0.00     1 0.348 0.191
9         13         0.0 0.00     8 0.265 0.115
10        11         0.0 0.00     9 0.143 0.036

[1] "Total fpts: 64.35 (108)"
      Lineup (109) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC   P   8000  11.05     30.966667     6.662269
2     Amir Garrett  CIN   P   6700 -15.70     25.150000     5.094360
3  Jonathan Lucroy  TEX   C   4300   3.00      5.000000     6.862282
4      Mike Napoli  TEX  1B   4300  11.00      5.764706     6.129125
5     Rougned Odor  TEX  2B   4700   7.00      4.611111     5.259601
6       Joey Gallo  TEX  3B   4000  12.00      9.388889     9.185275
7     Elvis Andrus  TEX  SS   4100   8.00      7.941176     7.806012
8     Jayson Werth  WSH  OF   5000   7.00      5.090909     5.107926
9   Kyle Schwarber  CHC  OF   4500  12.00      7.533333     5.566054
10      AJ Pollock  ARI  OF   4400   9.00      9.647059     7.889401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         12         0.0 0.00     8 0.225 0.082
4         17         0.0 0.00     4 0.254 0.162
5         18         0.0 0.00     5 0.253 0.173
6         18         0.0 0.00     7 0.379 0.377
7         17         0.0 0.00     6 0.328 0.206
8         11         0.0 0.00     6 0.341 0.188
9         15         0.0 0.00     1 0.348 0.191
10        17         0.0 0.00     1 0.357 0.180

[1] "Total fpts: 64.3 (109)"
      Lineup (11) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.8    20.3000000     3.538832
2  Jhoulys Chacin   SD   P   5700  5.5    11.5875000    19.937000
3    Jose Lobaton  WSH   C   3900  3.0     6.0000000     7.211103
4  Ryan Zimmerman  WSH  1B   4900 16.0    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600  0.0     8.5714286    10.082081
6   Justin Turner  LAD  3B   3400  3.0     8.3333333     5.313953
7    Jordy Mercer  PIT  SS   3200  0.0     5.3333333     4.670067
8    Jayson Werth  WSH  OF   5000  7.0     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800  2.0     0.6666667     1.154701
10  Jason Heyward  CHC  OF   3400 20.0     8.2857143     6.753103
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         15         0.0 0.00     3 0.410 0.143
7         15         0.0 0.00     1 0.269 0.065
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        14         0.0 0.00     6 0.340 0.125

[1] "Total fpts: 63.15 (110)"
        Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR   P   9700  6.60     13.450000    21.582806
2     Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3       Geovany Soto  CWS   C   2700  0.00      5.333333     7.571878
4          Joe Mauer  MIN  1B   4300  3.00      4.833333     2.081666
5       Brian Dozier  MIN  2B   5300 14.00      8.230769     5.019194
6        Miguel Sano  MIN  3B   4700  0.00      9.285714     8.013724
7      Jorge Polanco  MIN  SS   3900  5.00      7.538462     4.647856
8    Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9     Kyle Schwarber  CHC  OF   4500 12.00      7.533333     5.566054
10   Robbie Grossman  MIN  OF   4200  2.00      9.416667     6.006940
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         14         0.0 0.00     3 0.419 0.328
7         13         0.0 0.00     5 0.315 0.119
8         16         0.0 0.00     4 0.252 0.106
9         15         0.0 0.00     1 0.348 0.191
10        12         0.0 0.00     4 0.413 0.143

[1] "Total fpts: 61.55 (111)"
          Lineup (32) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           Chad Kuhl  PIT     P   7000 -18.25     16.333333     4.474465
2          Matt Garza  MIL     P   5600  10.80           NaN           NA
3  Francisco Cervelli  PIT     C   3200   0.00      5.333333     3.550501
4       Mark Reynolds  COL    1B   4600  21.00     10.125000     9.330059
5         DJ LeMahieu  COL    2B   4800   3.00      6.250000     6.423914
6       Nolan Arenado  COL    3B   5600  10.00     10.176471     9.091447
7         Trea Turner  WSH OF/SS   5500   7.00      7.000000     4.690416
8    Charlie Blackmon  COL    OF   5500  18.00     10.764706     7.496077
9     Carlos Gonzalez  COL    OF   5300  10.00      4.562500     4.289036
10       Andrew Toles  LAD    OF   2900   0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.04    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         12         0.0 0.00     6 0.299 0.196
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     1 0.368 0.324
9         16         0.0 0.00     4 0.252 0.106
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 61.5 (112)"
       Lineup (52) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2     Jesse Chavez  LAA     P   6700 24.7     13.883333    11.303687
3   Salvador Perez   KC     C   3400  0.0      7.000000     6.421119
4      Eric Hosmer   KC    1B   3900  0.0      4.562500     3.723238
5  Whit Merrifield   KC 2B/OF   3500  2.0      7.400000     9.289779
6   Mike Moustakas   KC    3B   3300  7.0      9.153846     6.066934
7     Corey Seager  LAD    SS   4200  3.0      9.375000     8.647736
8  Carlos Gonzalez  COL    OF   5300 10.0      4.562500     4.289036
9     Jayson Werth  WSH    OF   5000  7.0      5.090909     5.107926
10    Lorenzo Cain   KC    OF   4000  0.0      8.533333     4.485957
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         4.5 1.39    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     4 0.244 0.058
5          5         0.0 0.00     1 0.364 0.263
6         13         0.0 0.00     2 0.384 0.302
7         16         0.0 0.00     2 0.393 0.214
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.341 0.188
10        15         0.0 0.00     3 0.393 0.067

[1] "Total fpts: 60 (113)"
        Lineup (41) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2      Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3   Jonathan Lucroy  TEX     C   4300   3.0      5.000000     6.862282
4    Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5       DJ LeMahieu  COL    2B   4800   3.0      6.250000     6.423914
6        Joey Gallo  TEX    3B   4000  12.0      9.388889     9.185275
7       Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8     Shin-Soo Choo  TEX    OF   4600   2.0      6.800000     7.252586
9      Carlos Gomez  TEX    OF   4300   8.0      6.111111     6.807339
10 Jurickson Profar  TEX    OF   3600   0.0      4.272727     2.831639
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         12         0.0 0.00     8 0.225 0.082
4         12         0.0 0.00     5 0.504 0.387
5         16         0.0 0.00     2 0.337 0.116
6         18         0.0 0.00     7 0.379 0.377
7          5         0.0 0.00     1 0.234 0.071
8         15         0.0 0.00     2 0.318 0.073
9         18         0.0 0.00     1 0.297 0.173
10        11         0.0 0.00     9 0.233 0.000

[1] "Total fpts: 58.8 (114)"
       Lineup (59) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jason Vargas   KC     P   8000  11.05     30.966667     6.662269
2        Chad Kuhl  PIT     P   7000 -18.25     16.333333     4.474465
3  Yasmani Grandal  LAD     C   3200   0.00      7.384615     8.139804
4    Mark Reynolds  COL    1B   4600  21.00     10.125000     9.330059
5    Josh Harrison  PIT 2B/3B   3700  12.00      5.923077     3.684688
6    Nolan Arenado  COL    3B   5600  10.00     10.176471     9.091447
7     Trevor Story  COL    SS   5400   8.00      8.187500     6.493266
8  Carlos Gonzalez  COL    OF   5300  10.00      4.562500     4.289036
9    Gerardo Parra  COL    OF   4200   5.00      8.818182     7.820718
10    Andrew Toles  LAD    OF   2900   0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.3 1.04    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         16         0.0 0.00     5 0.417 0.303
5         13         0.0 0.00     2 0.339 0.073
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.284 0.246
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 58 (115)"
       Lineup (38) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD     C   3200   0.0      7.384615     8.139804
4       Joey Votto  CIN    1B   5100  16.0      9.611111     8.765835
5      Jose Peraza  CIN    2B   4200   5.0      6.687500     7.354987
6   Eugenio Suarez  CIN    3B   4000   4.0     11.750000     9.602083
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8     Jayson Werth  WSH    OF   5000   7.0      5.090909     5.107926
9      Adam Duvall  CIN    OF   4700   0.0      8.750000     9.801360
10  Billy Hamilton  CIN    OF   4600  10.0      8.000000     6.521758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         18         0.0 0.00     3 0.357 0.314
5         16         0.0 0.00     2 0.235 0.041
6         16         0.0 0.00     5 0.498 0.371
7          5         0.0 0.00     1 0.234 0.071
8         11         0.0 0.00     6 0.341 0.188
9         16         0.0 0.00     4 0.332 0.269
10        16         0.0 0.00     1 0.232 0.042

[1] "Total fpts: 57.85 (116)"
      Lineup (43) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jason Vargas   KC   P   8000 11.05    30.9666667     6.662269
2      Matt Garza  MIL   P   5600 10.80           NaN           NA
3    Jose Lobaton  WSH   C   3900  3.00     6.0000000     7.211103
4  Ryan Zimmerman  WSH  1B   4900 16.00    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600  0.00     8.5714286    10.082081
6       Jake Lamb  ARI  3B   4300  2.00    10.4736842     6.858639
7    Corey Seager  LAD  SS   4200  3.00     9.3750000     8.647736
8    Jayson Werth  WSH  OF   5000  7.00     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800  2.00     0.6666667     1.154701
10    Yasiel Puig  LAD  OF   3600  3.00     6.2941176     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     2 0.393 0.214
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 57.35 (117)"
     Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10100  7.80     20.300000     3.538832
2  Tyler Anderson  COL   P   5400 10.55      7.912500     8.654033
3    Buster Posey   SF   C   3900  6.00      6.583333     5.615860
4     Mike Napoli  TEX  1B   4300 11.00      5.764706     6.129125
5    Rougned Odor  TEX  2B   4700  7.00      4.611111     5.259601
6       Jake Lamb  ARI  3B   4300  2.00     10.473684     6.858639
7    Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8   Shin-Soo Choo  TEX  OF   4600  2.00      6.800000     7.252586
9    Carlos Gomez  TEX  OF   4300  8.00      6.111111     6.807339
10   Nomar Mazara  TEX  OF   4100  0.00      9.000000     9.731695
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         4.9 1.58    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         17         0.0 0.00     4 0.254 0.162
5         18         0.0 0.00     5 0.253 0.173
6         19         0.0 0.00     4 0.402 0.247
7         16         0.0 0.00     2 0.393 0.214
8         15         0.0 0.00     2 0.318 0.073
9         18         0.0 0.00     1 0.297 0.173
10        18         0.0 0.00     3 0.343 0.195

[1] "Total fpts: 56.1 (118)"
         Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2       Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3      Austin Hedges   SD     C   3000  16.0      7.400000     8.958635
4     Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5  Yangervis Solarte   SD    2B   3800  11.0      6.111111     6.406696
6       Ryan Schimpf   SD    3B   3900   0.0      5.312500     7.040064
7        Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8       Jayson Werth  WSH    OF   5000   7.0      5.090909     5.107926
9     Hunter Renfroe   SD    OF   3600   3.0      5.888889     6.623389
10      Jabari Blash   SD    OF   2700   4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         15         0.0 0.00     5 0.288 0.298
4         12         0.0 0.00     5 0.504 0.387
5         18         0.0 0.00     3 0.316 0.143
6         16         0.0 0.00     6 0.269 0.164
7          5         0.0 0.00     1 0.234 0.071
8         11         0.0 0.00     6 0.341 0.188
9         18         0.0 0.00     4 0.300 0.184
10         0         0.0 0.00     7 0.144 0.000

[1] "Total fpts: 56 (119)"
       Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3     Jose Lobaton  WSH     C   3900   3.0      6.000000     7.211103
4        Joe Mauer  MIN    1B   4300   3.0      4.833333     2.081666
5     Brian Dozier  MIN    2B   5300  14.0      8.230769     5.019194
6      Miguel Sano  MIN    3B   4700   0.0      9.285714     8.013724
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8   Kyle Schwarber  CHC    OF   4500  12.0      7.533333     5.566054
9  Robbie Grossman  MIN    OF   4200   2.0      9.416667     6.006940
10    Byron Buxton  MIN    OF   4000   6.0      2.727273     3.379080
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         14         0.0 0.00     3 0.419 0.328
7          5         0.0 0.00     1 0.234 0.071
8         15         0.0 0.00     1 0.348 0.191
9         12         0.0 0.00     4 0.413 0.143
10        11         0.0 0.00     9 0.143 0.036

[1] "Total fpts: 54 (120)"
       Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA     P   6700  24.7     13.883333    11.303687
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD     C   3200   0.0      7.384615     8.139804
4      Mike Napoli  TEX    1B   4300  11.0      5.764706     6.129125
5     Rougned Odor  TEX    2B   4700   7.0      4.611111     5.259601
6    Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8    Shin-Soo Choo  TEX    OF   4600   2.0      6.800000     7.252586
9     Carlos Gomez  TEX    OF   4300   8.0      6.111111     6.807339
10    Nomar Mazara  TEX    OF   4100   0.0      9.000000     9.731695
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         17         0.0 0.00     4 0.254 0.162
5         18         0.0 0.00     5 0.253 0.173
6         17         0.0 0.00     3 0.441 0.343
7          5         0.0 0.00     1 0.234 0.071
8         15         0.0 0.00     2 0.318 0.073
9         18         0.0 0.00     1 0.297 0.173
10        18         0.0 0.00     3 0.343 0.195

[1] "Total fpts: 54 (121)"
     Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jesse Chavez  LAA   P   6700  24.7     13.883333    11.303687
2    Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3   Chris Gimenez  MIN   C   3200   4.0      6.000000     4.546061
4   Kennys Vargas  MIN  1B   4200   7.0           NaN           NA
5   Daniel Murphy  WSH  2B   5600   0.0      8.571429    10.082081
6  Anthony Rendon  WSH  3B   5200  13.0      4.384615     3.905946
7   Jorge Polanco  MIN  SS   3900   5.0      7.538462     4.647856
8    Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
9   Eddie Rosario  MIN  OF   4000   3.0      5.692308     5.170181
10   Byron Buxton  MIN  OF   4000   6.0      2.727273     3.379080
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         13         0.0 0.00     5 0.315 0.119
8         11         0.0 0.00     6 0.341 0.188
9         13         0.0 0.00     8 0.265 0.115
10        11         0.0 0.00     9 0.143 0.036

[1] "Total fpts: 53.1 (122)"
     Lineup (56) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2   Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3   Jose Lobaton  WSH   C   3900   3.0      6.000000     7.211103
4    Mike Napoli  TEX  1B   4300  11.0      5.764706     6.129125
5   Rougned Odor  TEX  2B   4700   7.0      4.611111     5.259601
6  Justin Turner  LAD  3B   3400   3.0      8.333333     5.313953
7   Elvis Andrus  TEX  SS   4100   8.0      7.941176     7.806012
8  Shin-Soo Choo  TEX  OF   4600   2.0      6.800000     7.252586
9   Nomar Mazara  TEX  OF   4100   0.0      9.000000     9.731695
10 David Peralta  ARI  OF   4000  27.0      8.529412     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         17         0.0 0.00     4 0.254 0.162
5         18         0.0 0.00     5 0.253 0.173
6         15         0.0 0.00     3 0.410 0.143
7         17         0.0 0.00     6 0.328 0.206
8         15         0.0 0.00     2 0.318 0.073
9         18         0.0 0.00     3 0.343 0.195
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 52 (123)"
       Lineup (4) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jesse Chavez  LAA   P   6700  24.7    13.8833333    11.303687
2    Amir Garrett  CIN   P   6700 -15.7    25.1500000     5.094360
3    Jose Lobaton  WSH   C   3900   3.0     6.0000000     7.211103
4  Ryan Zimmerman  WSH  1B   4900  16.0    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600   0.0     8.5714286    10.082081
6   Nolan Arenado  COL  3B   5600  10.0    10.1764706     9.091447
7   Jorge Polanco  MIN  SS   3900   5.0     7.5384615     4.647856
8    Jayson Werth  WSH  OF   5000   7.0     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800   2.0     0.6666667     1.154701
10   Andrew Toles  LAD  OF   2900   0.0     9.0000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.5 1.39    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         17         0.0 0.00     3 0.441 0.343
7         13         0.0 0.00     5 0.315 0.119
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 51.45 (124)"
        Lineup (48) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chad Kuhl  PIT     P   7000 -18.25     16.333333     4.474465
2    Ubaldo Jimenez  BAL     P   6800   2.70      8.116667    14.217009
3        Manny Pina  MIL     C   3100  10.00      9.222222     7.067138
4    Ryan Zimmerman  WSH    1B   4900  16.00     12.333333     9.217901
5     Daniel Murphy  WSH    2B   5600   0.00      8.571429    10.082081
6    Anthony Rendon  WSH    3B   5200  13.00      4.384615     3.905946
7       Trea Turner  WSH OF/SS   5500   7.00      7.000000     4.690416
8        Adam Eaton  WSH    OF   5500  12.00      9.357143     7.365273
9       Yasiel Puig  LAD    OF   3600   3.00      6.294118     8.364842
10 Ezequiel Carrera  TOR    OF   2800   6.00      6.000000     5.291503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.04    NA 0.000 0.000
2          3         5.4 1.47    NA 0.000 0.000
3          9         0.0 0.00     5 0.485 0.243
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7          5         0.0 0.00     1 0.234 0.071
8         14         0.0 0.00     2 0.365 0.134
9         17         0.0 0.00     6 0.344 0.224
10         9         0.0 0.00     2 0.308 0.146

[1] "Total fpts: 50.2 (125)"
       Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Greinke  ARI   P   9400  33.9    15.8750000    11.563196
2     Amir Garrett  CIN   P   6700 -15.7    25.1500000     5.094360
3  Yasmani Grandal  LAD   C   3200   0.0     7.3846154     8.139804
4  Adrian Gonzalez  LAD  1B   3600   0.0     6.2857143     4.952522
5     Brian Dozier  MIN  2B   5300  14.0     8.2307692     5.019194
6    Justin Turner  LAD  3B   3400   3.0     8.3333333     5.313953
7     Corey Seager  LAD  SS   4200   3.0     9.3750000     8.647736
8       Mike Trout  LAA  OF   5300  10.0    10.8823529     5.011017
9   Michael Taylor  WSH  OF   4800   2.0     0.6666667     1.154701
10    Andrew Toles  LAD  OF   2900   0.0     9.0000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.22    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         13         0.0 0.00     1 0.309 0.130
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     3 0.458 0.324
9          3         0.0 0.00     7 0.060 0.000
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 49.6 (126)"
      Lineup (130) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Hyun-Jin Ryu  LAD   P  10200 13.9     10.600000     4.949747
2   Ubaldo Jimenez  BAL   P   6800  2.7      8.116667    14.217009
3  Yasmani Grandal  LAD   C   3200  0.0      7.384615     8.139804
4  Adrian Gonzalez  LAD  1B   3600  0.0      6.285714     4.952522
5     Rougned Odor  TEX  2B   4700  7.0      4.611111     5.259601
6    Justin Turner  LAD  3B   3400  3.0      8.333333     5.313953
7     Corey Seager  LAD  SS   4200  3.0      9.375000     8.647736
8       Mike Trout  LAA  OF   5300 10.0     10.882353     5.011017
9     Jayson Werth  WSH  OF   5000  7.0      5.090909     5.107926
10     Yasiel Puig  LAD  OF   3600  3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.1 1.50    NA 0.000 0.000
2          3         5.4 1.47    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         18         0.0 0.00     5 0.253 0.173
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         17         0.0 0.00     3 0.458 0.324
9         11         0.0 0.00     6 0.341 0.188
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 49.45 (127)"
      Lineup (69) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chad Kuhl  PIT   P   7000 -18.25    16.3333333     4.474465
2  Ubaldo Jimenez  BAL   P   6800   2.70     8.1166667    14.217009
3    Jose Lobaton  WSH   C   3900   3.00     6.0000000     7.211103
4  Ryan Zimmerman  WSH  1B   4900  16.00    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600   0.00     8.5714286    10.082081
6     Miguel Sano  MIN  3B   4700   0.00     9.2857143     8.013724
7     Erick Aybar   SD  SS   2900  10.00     4.2666667     4.727830
8    Jayson Werth  WSH  OF   5000   7.00     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800   2.00     0.6666667     1.154701
10  David Peralta  ARI  OF   4000  27.00     8.5294118     9.007758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.04    NA 0.000 0.000
2          3         5.4 1.47    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         14         0.0 0.00     3 0.419 0.328
7         15         0.0 0.00     8 0.249 0.109
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        17         0.0 0.00     2 0.358 0.181

[1] "Total fpts: 46.45 (128)"
      Lineup (64) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chad Kuhl  PIT   P   7000 -18.25    16.3333333     4.474465
2     Phil Hughes  MIN   P   5500  12.70    11.0500000     9.247567
3  Salvador Perez   KC   C   3400   0.00     7.0000000     6.421119
4  Ryan Zimmerman  WSH  1B   4900  16.00    12.3333333     9.217901
5   Daniel Murphy  WSH  2B   5600   0.00     8.5714286    10.082081
6  Anthony Rendon  WSH  3B   5200  13.00     4.3846154     3.905946
7   Jorge Polanco  MIN  SS   3900   5.00     7.5384615     4.647856
8    Jayson Werth  WSH  OF   5000   7.00     5.0909091     5.107926
9  Michael Taylor  WSH  OF   4800   2.00     0.6666667     1.154701
10     AJ Pollock  ARI  OF   4400   9.00     9.6470588     7.889401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.04    NA 0.000 0.000
2          3         5.0 1.40    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         13         0.0 0.00     5 0.315 0.119
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        17         0.0 0.00     1 0.357 0.180

[1] "Total fpts: 46.3 (129)"
       Lineup (95) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100  7.8     20.300000     3.538832
2   Jhoulys Chacin   SD     P   5700  5.5     11.587500    19.937000
3  Yasmani Grandal  LAD     C   3200  0.0      7.384615     8.139804
4        Joe Mauer  MIN    1B   4300  3.0      4.833333     2.081666
5     Brian Dozier  MIN    2B   5300 14.0      8.230769     5.019194
6      Miguel Sano  MIN    3B   4700  0.0      9.285714     8.013724
7      Trea Turner  WSH OF/SS   5500  7.0      7.000000     4.690416
8    Eddie Rosario  MIN    OF   4000  3.0      5.692308     5.170181
9     Byron Buxton  MIN    OF   4000  6.0      2.727273     3.379080
10    Andrew Toles  LAD    OF   2900  0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         14         0.0 0.00     3 0.419 0.328
7          5         0.0 0.00     1 0.234 0.071
8         13         0.0 0.00     8 0.265 0.115
9         11         0.0 0.00     9 0.143 0.036
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 46.1 (130)"
       Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD   C   3200   0.0      7.384615     8.139804
4        Joe Mauer  MIN  1B   4300   3.0      4.833333     2.081666
5     Brian Dozier  MIN  2B   5300  14.0      8.230769     5.019194
6      Miguel Sano  MIN  3B   4700   0.0      9.285714     8.013724
7    Jorge Polanco  MIN  SS   3900   5.0      7.538462     4.647856
8  Robbie Grossman  MIN  OF   4200   2.0      9.416667     6.006940
9    David Peralta  ARI  OF   4000  27.0      8.529412     9.007758
10     Yasiel Puig  LAD  OF   3600   3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         14         0.0 0.00     3 0.419 0.328
7         13         0.0 0.00     5 0.315 0.119
8         12         0.0 0.00     4 0.413 0.143
9         17         0.0 0.00     2 0.358 0.181
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 45.1 (131)"
        Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2      Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3      Buster Posey   SF   C   3900   6.0      6.583333     5.615860
4      Brandon Belt   SF  1B   3700   5.0      7.588235     6.305343
5       DJ LeMahieu  COL  2B   4800   3.0      6.250000     6.423914
6     Eduardo Nunez   SF  3B   3700   2.0      7.058824     7.741694
7  Brandon Crawford   SF  SS   3400  10.0      7.062500     6.191055
8      Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
9    Kyle Schwarber  CHC  OF   4500  12.0      7.533333     5.566054
10     Hunter Pence   SF  OF   3900   8.0      7.235294     5.528669
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         12         0.0 0.00     4 0.381 0.116
4         17         0.0 0.00     2 0.372 0.271
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.282 0.044
7         16         0.0 0.00     5 0.296 0.177
8         11         0.0 0.00     6 0.341 0.188
9         15         0.0 0.00     1 0.348 0.191
10        17         0.0 0.00     1 0.347 0.101

[1] "Total fpts: 44.1 (132)"
        Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2       Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3   Martin Maldonado  LAA     C   2400   2.0      4.384615     3.500916
4        Jefry Marte  LAA 1B/3B   3400   2.0      3.750000     5.257647
5     Danny Espinosa  LAA    2B   3000   2.0      6.875000     7.292690
6      Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7  Andrelton Simmons  LAA    SS   3100   7.0      7.125000     6.830081
8    Carlos Gonzalez  COL    OF   5300  10.0      4.562500     4.289036
9       Jayson Werth  WSH    OF   5000   7.0      5.090909     5.107926
10    Cameron Maybin  LAA    OF   3700  12.0      6.416667     4.144182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     9 0.310 0.023
4          8         0.0 0.00     5 0.238 0.129
5         16         0.0 0.00     8 0.259 0.162
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     6 0.356 0.143
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.341 0.188
10        12         0.0 0.00     7 0.259 0.096

[1] "Total fpts: 44 (133)"
      Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Ubaldo Jimenez  BAL   P   6800   2.7      8.116667    14.217009
2    Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3    Geovany Soto  CWS   C   2700   0.0      5.333333     7.571878
4  Ryan Zimmerman  WSH  1B   4900  16.0     12.333333     9.217901
5   Daniel Murphy  WSH  2B   5600   0.0      8.571429    10.082081
6  Anthony Rendon  WSH  3B   5200  13.0      4.384615     3.905946
7    Jordy Mercer  PIT  SS   3200   0.0      5.333333     4.670067
8      Adam Eaton  WSH  OF   5500  12.0      9.357143     7.365273
9    Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
10     AJ Pollock  ARI  OF   4400   9.0      9.647059     7.889401
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.4 1.47    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.424 0.500
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         15         0.0 0.00     1 0.269 0.065
8         14         0.0 0.00     2 0.365 0.134
9         11         0.0 0.00     6 0.341 0.188
10        17         0.0 0.00     1 0.357 0.180

[1] "Total fpts: 43.8 (134)"
     Lineup (148) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jason Vargas   KC     P   8000  11.05     30.966667     6.662269
2       Chad Kuhl  PIT     P   7000 -18.25     16.333333     4.474465
3   Chris Gimenez  MIN     C   3200   4.00      6.000000     4.546061
4       Joe Mauer  MIN    1B   4300   3.00      4.833333     2.081666
5    Brian Dozier  MIN    2B   5300  14.00      8.230769     5.019194
6  Mike Moustakas   KC    3B   3300   7.00      9.153846     6.066934
7     Trea Turner  WSH OF/SS   5500   7.00      7.000000     4.690416
8    Jayson Werth  WSH    OF   5000   7.00      5.090909     5.107926
9   Eddie Rosario  MIN    OF   4000   3.00      5.692308     5.170181
10   Byron Buxton  MIN    OF   4000   6.00      2.727273     3.379080
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.77    NA 0.000 0.000
2          3         4.3 1.04    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4         12         0.0 0.00     2 0.241 0.032
5         13         0.0 0.00     1 0.309 0.130
6         13         0.0 0.00     2 0.384 0.302
7          5         0.0 0.00     1 0.234 0.071
8         11         0.0 0.00     6 0.341 0.188
9         13         0.0 0.00     8 0.265 0.115
10        11         0.0 0.00     9 0.143 0.036

[1] "Total fpts: 42.8 (135)"
        Lineup (8) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Amir Garrett  CIN   P   6700 -15.7    25.1500000     5.094360
2   Jhoulys Chacin   SD   P   5700   5.5    11.5875000    19.937000
3  Yasmani Grandal  LAD   C   3200   0.0     7.3846154     8.139804
4   Ryan Zimmerman  WSH  1B   4900  16.0    12.3333333     9.217901
5    Daniel Murphy  WSH  2B   5600   0.0     8.5714286    10.082081
6   Anthony Rendon  WSH  3B   5200  13.0     4.3846154     3.905946
7     Corey Seager  LAD  SS   4200   3.0     9.3750000     8.647736
8     Jayson Werth  WSH  OF   5000   7.0     5.0909091     5.107926
9   Michael Taylor  WSH  OF   4800   2.0     0.6666667     1.154701
10  Kyle Schwarber  CHC  OF   4500  12.0     7.5333333     5.566054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.6 0.86    NA 0.000 0.000
2          4         5.8 1.22    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         12         0.0 0.00     5 0.504 0.387
5         14         0.0 0.00     4 0.385 0.216
6         13         0.0 0.00     3 0.261 0.031
7         16         0.0 0.00     2 0.393 0.214
8         11         0.0 0.00     6 0.341 0.188
9          3         0.0 0.00     7 0.060 0.000
10        15         0.0 0.00     1 0.348 0.191

[1] "Total fpts: 42.65 (136)"
         Lineup (89) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR   P   9700  6.60     13.450000    21.582806
2       Jason Vargas   KC   P   8000 11.05     30.966667     6.662269
3    Yasmani Grandal  LAD   C   3200  0.00      7.384615     8.139804
4    Adrian Gonzalez  LAD  1B   3600  0.00      6.285714     4.952522
5    Jonathan Villar  MIL  2B   4800  4.00      7.888889     8.723794
6      Justin Turner  LAD  3B   3400  3.00      8.333333     5.313953
7       Corey Seager  LAD  SS   4200  3.00      9.375000     8.647736
8    Carlos Gonzalez  COL  OF   5300 10.00      4.562500     4.289036
9      Gerardo Parra  COL  OF   4200  5.00      8.818182     7.820718
10      Andrew Toles  LAD  OF   2900  0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          3         6.9 0.77    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         18         0.0 0.00     1 0.254 0.136
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.373 0.146
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 41.1 (137)"
          Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2        Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Francisco Cervelli  PIT     C   3200   0.0      5.333333     3.550501
4      Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5       Josh Harrison  PIT 2B/3B   3700  12.0      5.923077     3.684688
6        David Freese  PIT    3B   3200   5.0      6.357143     5.372396
7         Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8    Andrew McCutchen  PIT    OF   4500   4.0      7.437500     7.136467
9     Gregory Polanco  PIT    OF   4400   2.0      6.500000     7.329889
10        Yasiel Puig  LAD    OF   3600   3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         12         0.0 0.00     6 0.299 0.196
4         12         0.0 0.00     5 0.504 0.387
5         13         0.0 0.00     2 0.339 0.073
6         14         0.0 0.00     5 0.410 0.222
7          5         0.0 0.00     1 0.234 0.071
8         16         0.0 0.00     3 0.339 0.191
9         12         0.0 0.00     4 0.285 0.073
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 41.1 (138)"
        Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2      Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Martin Maldonado  LAA     C   2400   2.0      4.384615     3.500916
4    Ryan Zimmerman  WSH    1B   4900  16.0     12.333333     9.217901
5    Danny Espinosa  LAA    2B   3000   2.0      6.875000     7.292690
6     Yunel Escobar  LAA    3B   3200   2.0      6.937500     7.224668
7       Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8        Mike Trout  LAA    OF   5300  10.0     10.882353     5.011017
9      Jayson Werth  WSH    OF   5000   7.0      5.090909     5.107926
10     Kole Calhoun  LAA    OF   3800   3.0      5.750000     5.507571
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     9 0.310 0.023
4         12         0.0 0.00     5 0.504 0.387
5         16         0.0 0.00     8 0.259 0.162
6         16         0.0 0.00     1 0.317 0.080
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     3 0.458 0.324
9         11         0.0 0.00     6 0.341 0.188
10        16         0.0 0.00     2 0.291 0.086

[1] "Total fpts: 41.1 (139)"
       Lineup (84) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD   C   3200   0.0      7.384615     8.139804
4   Logan Morrison   TB  1B   4000   7.0      8.357143     8.481719
5      Brad Miller   TB  2B   4500   7.0      8.062500     8.322410
6    Nolan Arenado  COL  3B   5600  10.0     10.176471     9.091447
7      Tim Beckham   TB  SS   3700   5.0      5.750000     7.298402
8     Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
9     Steven Souza   TB  OF   4400   4.0      8.777778     7.264382
10  Shane Peterson   TB  OF   2800   9.0      6.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     6 0.340 0.213
5         16         0.0 0.00     4 0.346 0.174
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.280 0.143
8         11         0.0 0.00     6 0.341 0.188
9         18         0.0 0.00     5 0.436 0.267
10         5         0.0 0.00     8 0.344 0.160

[1] "Total fpts: 40.65 (140)"
      Lineup (120) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Hyun-Jin Ryu  LAD   P  10200  13.90     10.600000     4.949747
2        Chad Kuhl  PIT   P   7000 -18.25     16.333333     4.474465
3  Yasmani Grandal  LAD   C   3200   0.00      7.384615     8.139804
4  Adrian Gonzalez  LAD  1B   3600   0.00      6.285714     4.952522
5    Daniel Murphy  WSH  2B   5600   0.00      8.571429    10.082081
6    Justin Turner  LAD  3B   3400   3.00      8.333333     5.313953
7     Corey Seager  LAD  SS   4200   3.00      9.375000     8.647736
8       Adam Eaton  WSH  OF   5500  12.00      9.357143     7.365273
9    David Peralta  ARI  OF   4000  27.00      8.529412     9.007758
10    Andrew Toles  LAD  OF   2900   0.00      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         5.1 1.50    NA 0.000 0.000
2          3         4.3 1.04    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         14         0.0 0.00     4 0.385 0.216
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         14         0.0 0.00     2 0.365 0.134
9         17         0.0 0.00     2 0.358 0.181
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 40.45 (141)"
       Lineup (54) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chad Kuhl  PIT   P   7000 -18.25     16.333333     4.474465
2   Ubaldo Jimenez  BAL   P   6800   2.70      8.116667    14.217009
3   Salvador Perez   KC   C   3400   0.00      7.000000     6.421119
4    Mark Reynolds  COL  1B   4600  21.00     10.125000     9.330059
5      DJ LeMahieu  COL  2B   4800   3.00      6.250000     6.423914
6    Nolan Arenado  COL  3B   5600  10.00     10.176471     9.091447
7     Jordy Mercer  PIT  SS   3200   0.00      5.333333     4.670067
8  Carlos Gonzalez  COL  OF   5300  10.00      4.562500     4.289036
9     Jayson Werth  WSH  OF   5000   7.00      5.090909     5.107926
10   Gerardo Parra  COL  OF   4200   5.00      8.818182     7.820718
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.04    NA 0.000 0.000
2          3         5.4 1.47    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     5 0.417 0.303
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         15         0.0 0.00     1 0.269 0.065
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.341 0.188
10        11         0.0 0.00     6 0.373 0.146

[1] "Total fpts: 39.1 (142)"
     Lineup (37) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2   Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Chris Gimenez  MIN     C   3200   4.0      6.000000     4.546061
4  Kennys Vargas  MIN    1B   4200   7.0           NaN           NA
5   Brian Dozier  MIN    2B   5300  14.0      8.230769     5.019194
6  Justin Turner  LAD    3B   3400   3.0      8.333333     5.313953
7    Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8  Eddie Rosario  MIN    OF   4000   3.0      5.692308     5.170181
9   Byron Buxton  MIN    OF   4000   6.0      2.727273     3.379080
10   Yasiel Puig  LAD    OF   3600   3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         13         0.0 0.00     1 0.309 0.130
6         15         0.0 0.00     3 0.410 0.143
7          5         0.0 0.00     1 0.234 0.071
8         13         0.0 0.00     8 0.265 0.115
9         11         0.0 0.00     9 0.143 0.036
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 38.1 (143)"
       Lineup (80) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3    Stuart Turner  CIN     C   2300  16.0      2.666667     2.516611
4   Logan Morrison   TB    1B   4000   7.0      8.357143     8.481719
5      Brad Miller   TB    2B   4500   7.0      8.062500     8.322410
6    Evan Longoria   TB    3B   5100   5.0      7.833333     6.862087
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8     Steven Souza   TB    OF   4400   4.0      8.777778     7.264382
9  Kevin Kiermaier   TB    OF   4300   0.0      7.117647     7.573658
10    Andrew Toles  LAD    OF   2900   0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.134 0.067
4         14         0.0 0.00     6 0.340 0.213
5         16         0.0 0.00     4 0.346 0.174
6         18         0.0 0.00     3 0.321 0.182
7          5         0.0 0.00     1 0.234 0.071
8         18         0.0 0.00     5 0.436 0.267
9         17         0.0 0.00     2 0.337 0.111
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 28.1 (144)"
        Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Yasmani Grandal  LAD     C   3200   0.0      7.384615     8.139804
4  Adrian Gonzalez  LAD    1B   3600   0.0      6.285714     4.952522
5      Chase Utley  LAD    2B   3200   6.0      0.800000     1.788854
6    Justin Turner  LAD    3B   3400   3.0      8.333333     5.313953
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8  Carlos Gonzalez  COL    OF   5300  10.0      4.562500     4.289036
9     Jayson Werth  WSH    OF   5000   7.0      5.090909     5.107926
10     Yasiel Puig  LAD    OF   3600   3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5          5         0.0 0.00     7 0.078 0.000
6         15         0.0 0.00     3 0.410 0.143
7          5         0.0 0.00     1 0.234 0.071
8         16         0.0 0.00     4 0.252 0.106
9         11         0.0 0.00     6 0.341 0.188
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 27.1 (145)"
        Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2      Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3      Jose Lobaton  WSH     C   3900   3.0      6.000000     7.211103
4   Kendrys Morales  TOR    1B   3600   0.0      6.470588     5.363274
5        Ryan Goins  TOR 2B/3B   2200   3.0      6.500000     5.856620
6     Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7       Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8     Jose Bautista  TOR    OF   4300   4.0      5.058824     5.459746
9      Kevin Pillar  TOR    OF   3200   2.0      7.941176     6.959441
10 Ezequiel Carrera  TOR    OF   2800   6.0      6.000000     5.291503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         17         0.0 0.00     4 0.322 0.155
5          6         0.0 0.00     9 0.349 0.250
6         17         0.0 0.00     3 0.441 0.343
7          5         0.0 0.00     1 0.234 0.071
8         17         0.0 0.00     3 0.228 0.074
9         17         0.0 0.00     1 0.360 0.192
10         9         0.0 0.00     2 0.308 0.146

[1] "Total fpts: 26.1 (146)"
      Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2    Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3  Salvador Perez   KC     C   3400   0.0      7.000000     6.421119
4     Eric Hosmer   KC    1B   3900   0.0      4.562500     3.723238
5     DJ LeMahieu  COL    2B   4800   3.0      6.250000     6.423914
6  Mike Moustakas   KC    3B   3300   7.0      9.153846     6.066934
7     Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8  Kyle Schwarber  CHC    OF   4500  12.0      7.533333     5.566054
9    Lorenzo Cain   KC    OF   4000   0.0      8.533333     4.485957
10    Alex Gordon   KC    OF   3700   5.0      4.500000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         16         0.0 0.00     4 0.244 0.058
5         16         0.0 0.00     2 0.337 0.116
6         13         0.0 0.00     2 0.384 0.302
7          5         0.0 0.00     1 0.234 0.071
8         15         0.0 0.00     1 0.348 0.191
9         15         0.0 0.00     3 0.393 0.067
10        16         0.0 0.00     6 0.217 0.042

[1] "Total fpts: 24.9 (147)"
         Lineup (45) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Francisco Liriano  TOR   P   9700   6.6     13.450000    21.582806
2       Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3    Yasmani Grandal  LAD   C   3200   0.0      7.384615     8.139804
4    Adrian Gonzalez  LAD  1B   3600   0.0      6.285714     4.952522
5        DJ LeMahieu  COL  2B   4800   3.0      6.250000     6.423914
6      Justin Turner  LAD  3B   3400   3.0      8.333333     5.313953
7       Corey Seager  LAD  SS   4200   3.0      9.375000     8.647736
8         Adam Eaton  WSH  OF   5500  12.0      9.357143     7.365273
9     Billy Hamilton  CIN  OF   4600  10.0      8.000000     6.521758
10       Yasiel Puig  LAD  OF   3600   3.0      6.294118     8.364842
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.1 1.54    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         13         0.0 0.00     4 0.364 0.229
4         14         0.0 0.00     5 0.320 0.066
5         16         0.0 0.00     2 0.337 0.116
6         15         0.0 0.00     3 0.410 0.143
7         16         0.0 0.00     2 0.393 0.214
8         14         0.0 0.00     2 0.365 0.134
9         16         0.0 0.00     1 0.232 0.042
10        17         0.0 0.00     6 0.344 0.224

[1] "Total fpts: 20.1 (148)"
       Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN   P   6700 -15.7     25.150000     5.094360
3    Chris Gimenez  MIN   C   3200   4.0      6.000000     4.546061
4    Kennys Vargas  MIN  1B   4200   7.0           NaN           NA
5      DJ LeMahieu  COL  2B   4800   3.0      6.250000     6.423914
6      Miguel Sano  MIN  3B   4700   0.0      9.285714     8.013724
7    Jorge Polanco  MIN  SS   3900   5.0      7.538462     4.647856
8     Jayson Werth  WSH  OF   5000   7.0      5.090909     5.107926
9  Robbie Grossman  MIN  OF   4200   2.0      9.416667     6.006940
10    Andrew Toles  LAD  OF   2900   0.0      9.000000     7.521398
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          4         0.0 0.00     7 0.325 0.111
4          0         0.0 0.00     6 0.360 0.000
5         16         0.0 0.00     2 0.337 0.116
6         14         0.0 0.00     3 0.419 0.328
7         13         0.0 0.00     5 0.315 0.119
8         11         0.0 0.00     6 0.341 0.188
9         12         0.0 0.00     4 0.413 0.143
10         8         0.0 0.00     1 0.319 0.196

[1] "Total fpts: 18.1 (149)"
       Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3     Jose Lobaton  WSH     C   3900   3.0      6.000000     7.211103
4     Brandon Moss   KC 1B/OF   3600   0.0      5.083333     5.434876
5  Whit Merrifield   KC 2B/OF   3500   2.0      7.400000     9.289779
6   Mike Moustakas   KC    3B   3300   7.0      9.153846     6.066934
7      Trea Turner  WSH OF/SS   5500   7.0      7.000000     4.690416
8     Jayson Werth  WSH    OF   5000   7.0      5.090909     5.107926
9     Lorenzo Cain   KC    OF   4000   0.0      8.533333     4.485957
10 Jorge Bonifacio   KC    OF   2700   0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3          3         0.0 0.00     8 0.243 0.300
4         12         0.0 0.00     8 0.237 0.133
5          5         0.0 0.00     1 0.364 0.263
6         13         0.0 0.00     2 0.384 0.302
7          5         0.0 0.00     1 0.234 0.071
8         11         0.0 0.00     6 0.341 0.188
9         15         0.0 0.00     3 0.393 0.067
10         0         0.0 0.00     9 0.407 0.429

[1] "Total fpts: 17.1 (150)"
       Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10100   7.8     20.300000     3.538832
2     Amir Garrett  CIN     P   6700 -15.7     25.150000     5.094360
3   Salvador Perez   KC     C   3400   0.0      7.000000     6.421119
4     Brandon Moss   KC 1B/OF   3600   0.0      5.083333     5.434876
5      DJ LeMahieu  COL    2B   4800   3.0      6.250000     6.423914
6    Nolan Arenado  COL    3B   5600  10.0     10.176471     9.091447
7  Alcides Escobar   KC    SS   3400   0.0      3.187500     3.525502
8     Jayson Werth  WSH    OF   5000   7.0      5.090909     5.107926
9      Alex Gordon   KC    OF   3700   5.0      4.500000     4.000000
10 Jorge Bonifacio   KC    OF   2700   0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.30    NA 0.000 0.000
2          3         6.6 0.86    NA 0.000 0.000
3         14         0.0 0.00     5 0.330 0.258
4         12         0.0 0.00     8 0.237 0.133
5         16         0.0 0.00     2 0.337 0.116
6         17         0.0 0.00     3 0.441 0.343
7         16         0.0 0.00     7 0.214 0.064
8         11         0.0 0.00     6 0.341 0.188
9         16         0.0 0.00     6 0.217 0.042
10         0         0.0 0.00     9 0.407 0.429



***********************************************************************************************
Contest 8: 2017-04-25 $33.00entry_MLB$400KTUESDAYSUPERFastball[$50Kto1st]
***********************************************************************************************
[1] "PnL: -3960"

[1] "Total fpts: 209.65 (1)"
      Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Wacha  STL     P   6800 17.30     20.466667     4.202777
2      JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3  Chris Iannetta  ARI     C   2800  0.00      7.714286     5.964179
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6     Miguel Sano  MIN    3B   4600 24.00      8.666667     8.085849
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
10     AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.2 1.13    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3          7         0.0 0.00     7 0.379 0.233
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         15         0.0 0.00     3 0.397 0.307
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     1 0.366 0.155
10        18         0.0 0.00     1 0.345 0.171

[1] "Total fpts: 202.3 (2)"
       Lineup (93) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3     James McCann  DET     C   2700 27.00      5.250000     7.005100
4        Wil Myers   SD    1B   4900  7.00      9.421053     8.597905
5      Ian Kinsler  DET    2B   4100 26.00      6.750000     6.062178
6   Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7    Andrew Romine  DET OF/SS   2100 15.00      6.666667     7.921490
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9    Tyler Collins  DET    OF   2600 23.00      4.000000     3.535534
10      Jim Adduci  DET    OF   2300 18.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3          8         0.0 0.00     8 0.313 0.300
4         19         0.0 0.00     3 0.415 0.286
5         12         0.0 0.00     1 0.347 0.167
6         14         0.0 0.00     1 0.385 0.303
7          9         0.0 0.00     9 0.282 0.167
8         15         0.0 0.00     3 0.543 0.409
9          9         0.0 0.00     2 0.238 0.063
10         0         0.0 0.00     7 0.752 0.250

[1] "Total fpts: 199.35 (3)"
      Lineup (74) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Ervin Santana  MIN     P   7100 26.15     29.500000    12.631013
2      Jesse Hahn  OAK     P   5500 28.20     18.300000     2.262742
3    Tony Wolters  COL     C   3100 16.00      6.272727     5.293220
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6     Travis Shaw  MIL    3B   3600  9.00      9.833333     9.134614
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
10 Hunter Renfroe   SD    OF   3600  7.00      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           7 0.61    NA 0.000 0.000
2          2           6 1.22    NA 0.000 0.000
3         11           0 0.00     8 0.364 0.054
4         13           0 0.00     4 0.503 0.409
5         15           0 0.00     5 0.366 0.205
6         18           0 0.00     4 0.355 0.338
7          6           0 0.00     2 0.244 0.094
8         15           0 0.00     3 0.543 0.409
9         15           0 0.00     1 0.366 0.155
10        19           0 0.00     5 0.297 0.175

[1] "Total fpts: 177.05 (4)"
       Lineup (5) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
2   Michael Wacha  STL     P   6800 17.30     20.466667     4.202777
3  Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9  Hunter Renfroe   SD    OF   3600  7.00      5.736842     6.470807
10   Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         19         0.0 0.00     5 0.297 0.175
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 176.65 (5)"
      Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marco Estrada  TOR     P   8800 23.30     15.366667    10.700740
2      JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3    Jason Castro  MIN     C   3200  9.00      4.500000     5.797509
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9   Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
10  Mitch Haniger  SEA    OF   3400  8.00     12.105263     7.078094
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.17    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     1 0.343 0.195
10        19         0.0 0.00     2 0.437 0.269

[1] "Total fpts: 176.3 (6)"
        Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT     P   8500 30.55     10.216667    10.144005
2        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3     Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4  Paul Goldschmidt  ARI    1B   5000 33.00      9.750000     6.094648
5     Brandon Drury  ARI    2B   3600 11.00      6.000000     6.106891
6    Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7      Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9        AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
10    Yasmany Tomas  ARI    OF   4000 10.00     10.062500     9.348574
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.43    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         20         0.0 0.00     3 0.387 0.200
5         18         0.0 0.00     5 0.307 0.077
6         14         0.0 0.00     6 0.282 0.029
7         17         0.0 0.00     2 0.358 0.145
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     1 0.345 0.171
10        16         0.0 0.00     4 0.392 0.303

[1] "Total fpts: 175.25 (7)"
      Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zach Davies  MIL     P   6600 23.05      5.362500     9.101683
2      Jesse Hahn  OAK     P   5500 28.20     18.300000     2.262742
3    Derek Norris   TB     C   3300  2.00      3.642857     4.430786
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9  Kyle Schwarber  CHC    OF   4200  0.00      7.812500     5.492040
10   Brandon Moss   KC    OF   3600 16.00      4.692308     5.391113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.93    NA 0.000 0.000
2          2         6.0 1.22    NA 0.000 0.000
3         14         0.0 0.00     8 0.180 0.018
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     1 0.357 0.181
10        13         0.0 0.00     8 0.224 0.125

[1] "Total fpts: 173.9 (8)"
        Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3     Yadier Molina  STL     C   3300  8.00      5.133333     4.501851
4         Wil Myers   SD    1B   4900  7.00      9.421053     8.597905
5       Jedd Gyorko  STL 2B/3B   3400 13.00      9.272727     8.626597
6      Todd Frazier  CWS    3B   4300 24.00      4.333333     5.744563
7       Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8  Stephen Piscotty  STL    OF   3900 12.00      6.800000     7.636379
9    Randal Grichuk  STL    OF   3600  5.00      6.750000     6.961801
10       Matt Adams  STL    OF   3000  2.00      2.400000     2.509980
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.290 0.091
4         19         0.0 0.00     3 0.415 0.286
5         11         0.0 0.00     4 0.435 0.333
6          9         0.0 0.00     4 0.209 0.119
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.322 0.127
9         16         0.0 0.00     7 0.297 0.185
10         5         0.0 0.00     6 0.222 0.000

[1] "Total fpts: 172.6 (9)"
        Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Scott Feldman  CIN     P   6000  7.85     16.200000     8.401290
2    Patrick Corbin  ARI     P   5000 27.75     12.075000     9.579275
3      Stephen Vogt  OAK     C   2900  0.00      4.083333     3.423404
4    Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5     Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6    Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7       Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9  Charlie Blackmon  COL    OF   5200 26.00     11.166667     7.469546
10       Max Kepler  MIN    OF   4200  5.00      7.714286     7.497985
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.7 1.19    NA 0.000 0.000
2          4         5.5 1.41    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     1 0.370 0.342
10        14         0.0 0.00     2 0.357 0.215

[1] "Total fpts: 169.7 (10)"
       Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gerrit Cole  PIT     P   8500 30.55     10.216667    10.144005
2    Ervin Santana  MIN     P   7100 26.15     29.500000    12.631013
3  Yasmani Grandal  LAD     C   3100  2.00      6.857143     8.065665
4   Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5    Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6   Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9       Matt Joyce  OAK    OF   2300  0.00      4.333333     5.662209
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.43    NA 0.000 0.000
2          3         7.0 0.61    NA 0.000 0.000
3         14         0.0 0.00     6 0.340 0.212
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         12         0.0 0.00     8 0.226 0.085
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 167.9 (11)"
        Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55    27.7875000    10.081284
2       JC Ramirez  LAA     P   4200 27.35    11.7250000    11.419775
3    Austin Hedges   SD     C   2900  0.00     7.9375000     8.917913
4      Eric Hosmer   KC    1B   3900  3.00     4.2941176     3.771020
5  Christian Colon   KC 2B/SS   2700  3.00     0.6666667     1.154701
6   Mike Moustakas   KC    3B   3200 21.00     9.0000000     5.857277
7      Trea Turner  WSH OF/SS   5100 48.00     7.0000000     4.195235
8     Bryce Harper  WSH    OF   6100 16.00    14.8666667    13.579747
9     Lorenzo Cain   KC    OF   4000  6.00     8.0000000     4.830459
10    Brandon Moss   KC    OF   3600 16.00     4.6923077     5.391113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     3 0.232 0.055
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     2 0.373 0.063
10        13         0.0 0.00     8 0.224 0.125

[1] "Total fpts: 166.6 (12)"
       Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
2   Scott Feldman  CIN     P   6000  7.85     16.200000     8.401290
3   Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6  Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
10  Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     1 0.366 0.155
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 166.35 (13)"
      Lineup (95) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gerrit Cole  PIT     P   8500 30.55     10.216667    10.144005
2     Dylan Covey  CWS     P   4300  8.80     -1.375000    12.126881
3    Derek Norris   TB     C   3300  2.00      3.642857     4.430786
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6   Matt Davidson  CWS    3B   2900  2.00     11.000000     9.942693
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
10  Yasmany Tomas  ARI    OF   4000 10.00     10.062500     9.348574
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.43    NA 0.000 0.000
2          2         5.2 1.94    NA 0.000 0.000
3         14         0.0 0.00     8 0.180 0.018
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6          8         0.0 0.00     6 0.472 0.421
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     1 0.366 0.155
10        16         0.0 0.00     4 0.392 0.303

[1] "Total fpts: 165.05 (14)"
     Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
2  Michael Wacha  STL     P   6800 17.30     20.466667     4.202777
3  Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4      Joe Mauer  MIN    1B   4100 10.00      4.692308     2.056883
5   Brian Dozier  MIN    2B   5000  6.00      8.642857     5.062793
6    Miguel Sano  MIN    3B   4600 24.00      8.666667     8.085849
7    Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8   Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9     Max Kepler  MIN    OF   4200  5.00      7.714286     7.497985
10  Byron Buxton  MIN    OF   3900 17.00      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         14         0.0 0.00     2 0.357 0.215
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: 162.3 (15)"
       Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   8500 30.55     10.216667    10.144005
2        Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
3      Stephen Vogt  OAK   C   2900  0.00      4.083333     3.423404
4         Joe Mauer  MIN  1B   4100 10.00      4.692308     2.056883
5      Brian Dozier  MIN  2B   5000  6.00      8.642857     5.062793
6       Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7     Jorge Polanco  MIN  SS   3800 11.00      7.357143     4.516758
8  Charlie Blackmon  COL  OF   5200 26.00     11.166667     7.469546
9        AJ Pollock  ARI  OF   4300 28.00      9.611111     7.655363
10       Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.43    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         18         0.0 0.00     1 0.370 0.342
9         18         0.0 0.00     1 0.345 0.171
10        14         0.0 0.00     2 0.357 0.215

[1] "Total fpts: 162.05 (16)"
       Lineup (77) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
2    Michael Wacha  STL     P   6800 17.30     20.466667     4.202777
3       Manny Pina  MIL     C   2900  8.00      9.300000     6.667500
4      Eric Thames  MIL    1B   4200 18.00     15.411765    10.295987
5    Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6      Travis Shaw  MIL    3B   3600  9.00      9.833333     9.134614
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9       Ryan Braun  MIL    OF   5000  0.00     11.555556     8.226372
10 Domingo Santana  MIL    OF   3800  0.00      7.733333     5.762770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         10         0.0 0.00     6 0.482 0.220
4         17         0.0 0.00     2 0.557 0.537
5         15         0.0 0.00     5 0.366 0.205
6         18         0.0 0.00     4 0.355 0.338
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     3 0.431 0.328
10        15         0.0 0.00     5 0.290 0.167

[1] "Total fpts: 161.4 (17)"
      Lineup (36) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marco Estrada  TOR     P   8800 23.3     15.366667    10.700740
2        Joe Ross  WSH     P   5300 -0.9           NaN           NA
3    Stephen Vogt  OAK     C   2900  0.0      4.083333     3.423404
4  Ryan Zimmerman  WSH    1B   5000 11.0     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.0      8.000000     9.964222
6   Justin Turner  LAD    3B   3300  8.0      8.000000     5.304086
7     Trea Turner  WSH OF/SS   5100 48.0      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.0     14.866667    13.579747
9      Adam Eaton  WSH    OF   5300 14.0      9.533333     7.130084
10   Jabari Blash   SD    OF   2600 18.0      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.17    NA 0.000 0.000
2          0           7 1.00    NA 0.000 0.000
3         12           0 0.00     5 0.275 0.149
4         13           0 0.00     4 0.503 0.409
5         15           0 0.00     5 0.366 0.205
6         16           0 0.00     3 0.400 0.134
7          6           0 0.00     2 0.244 0.094
8         15           0 0.00     3 0.543 0.409
9         15           0 0.00     1 0.366 0.155
10         2           0 0.00     8 0.154 0.000

[1] "Total fpts: 160.85 (18)"
      Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR   P   8800 23.30     15.366667    10.700740
2      Gerrit Cole  PIT   P   8500 30.55     10.216667    10.144005
3     Jason Castro  MIN   C   3200  9.00      4.500000     5.797509
4        Joe Mauer  MIN  1B   4100 10.00      4.692308     2.056883
5  Jonathan Villar  MIL  2B   4600 16.00      7.684211     8.524818
6      Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7    Jorge Polanco  MIN  SS   3800 11.00      7.357143     4.516758
8       Adam Eaton  WSH  OF   5300 14.00      9.533333     7.130084
9       Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
10    Jabari Blash   SD  OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.17    NA 0.000 0.000
2          3         5.8 1.43    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         13         0.0 0.00     4 0.240 0.030
5         19         0.0 0.00     1 0.248 0.129
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         15         0.0 0.00     1 0.366 0.155
9         14         0.0 0.00     2 0.357 0.215
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 159.1 (19)"
        Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
2        JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3     Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4    Ryan Zimmerman  WSH  1B   5000 11.00     12.615385     8.883866
5     Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6    Anthony Rendon  WSH  3B   5000  7.00      5.000000     4.402796
7       Jean Segura  SEA  SS   4200 26.00      9.714286     7.565586
8      Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9  Charlie Blackmon  COL  OF   5200 26.00     11.166667     7.469546
10     Jayson Werth  WSH  OF   4800  0.00      5.250000     4.901299
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          7         0.0 0.00     1 0.329 0.094
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     1 0.370 0.342
10        12         0.0 0.00     7 0.352 0.196

[1] "Total fpts: 156.9 (20)"
      Lineup (124) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3    Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4    Mark Reynolds  COL  1B   4400 18.00     10.764706     9.410960
5      DJ LeMahieu  COL  2B   4700 19.00      6.058824     6.269675
6    Nolan Arenado  COL  3B   5400  7.00     10.166667     8.820097
7       Nick Ahmed  ARI  SS   2600 10.00      6.857143     7.988086
8  Carlos Gonzalez  COL  OF   4900 16.00      4.882353     4.357212
9    Gerardo Parra  COL  OF   4000 14.00      8.500000     7.537784
10    Jabari Blash   SD  OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     5 0.433 0.329
5         17         0.0 0.00     2 0.328 0.108
6         18         0.0 0.00     3 0.439 0.351
7          7         0.0 0.00     8 0.263 0.129
8         17         0.0 0.00     4 0.263 0.100
9         12         0.0 0.00     6 0.362 0.135
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 156.1 (21)"
      Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
2       JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3   Salvador Perez   KC   C   3400  7.00      6.533333     6.446114
4    Mark Reynolds  COL  1B   4400 18.00     10.764706     9.410960
5    Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6    Nolan Arenado  COL  3B   5400  7.00     10.166667     8.820097
7     Trevor Story  COL  SS   5000  5.00      8.176471     6.287242
8     Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9  Carlos Gonzalez  COL  OF   4900 16.00      4.882353     4.357212
10   Gerardo Parra  COL  OF   4000 14.00      8.500000     7.537784
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     5 0.433 0.329
5         15         0.0 0.00     5 0.366 0.205
6         18         0.0 0.00     3 0.439 0.351
7         17         0.0 0.00     7 0.293 0.232
8         15         0.0 0.00     3 0.543 0.409
9         17         0.0 0.00     4 0.263 0.100
10        12         0.0 0.00     6 0.362 0.135

[1] "Total fpts: 154.05 (22)"
       Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
2    Michael Wacha  STL     P   6800 17.30     20.466667     4.202777
3  Jonathan Lucroy  TEX     C   4100  3.00      4.846154     6.593509
4         Ryan Rua  TEX 1B/OF   2900  3.00      4.000000     5.446712
5    Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6       Joey Gallo  TEX    3B   3700 14.00      9.526316     8.946560
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9    Shin-Soo Choo  TEX    OF   4300  5.00      6.500000     7.108680
10    Carlos Gomez  TEX    OF   4000  2.00      6.210526     6.629722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         13         0.0 0.00     8 0.225 0.076
4          7         0.0 0.00     9 0.148 0.000
5         15         0.0 0.00     5 0.366 0.205
6         19         0.0 0.00     7 0.380 0.359
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     1 0.310 0.069
10        19         0.0 0.00     2 0.308 0.177

[1] "Total fpts: 153.9 (23)"
       Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3    Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4        Wil Myers   SD  1B   4900  7.00      9.421053     8.597905
5    Robinson Cano  SEA  2B   4200  5.00      8.263158     8.102415
6      Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7      Jean Segura  SEA  SS   4200 26.00      9.714286     7.565586
8      Nelson Cruz  SEA  OF   4300 24.00      8.684211     7.746344
9    Mitch Haniger  SEA  OF   3400  8.00     12.105263     7.078094
10    Jarrod Dyson  SEA  OF   2900  5.00      6.882353     4.136459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     3 0.344 0.167
6         15         0.0 0.00     3 0.397 0.307
7          7         0.0 0.00     1 0.329 0.094
8         19         0.0 0.00     4 0.373 0.200
9         19         0.0 0.00     2 0.437 0.269
10        17         0.0 0.00     9 0.268 0.046

[1] "Total fpts: 152.85 (24)"
      Lineup (34) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marco Estrada  TOR     P   8800 23.30     15.366667    10.700740
2     Gerrit Cole  PIT     P   8500 30.55     10.216667    10.144005
3  Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4     Eric Hosmer   KC    1B   3900  3.00      4.294118     3.771020
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6  Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7    Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8      Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
9    Lorenzo Cain   KC    OF   4000  6.00      8.000000     4.830459
10    Alex Gordon   KC    OF   3700  5.00      4.529412     3.874881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.17    NA 0.000 0.000
2          3         5.8 1.43    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     2 0.358 0.145
8         15         0.0 0.00     1 0.366 0.155
9         16         0.0 0.00     2 0.373 0.063
10        17         0.0 0.00     5 0.229 0.041

[1] "Total fpts: 151.6 (25)"
        Lineup (65) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P  10400 -4.7     22.025000     4.939045
2     Michael Wacha  STL     P   6800 17.3     20.466667     4.202777
3      Jason Castro  MIN     C   3200  9.0      4.500000     5.797509
4  Paul Goldschmidt  ARI    1B   5000 33.0      9.750000     6.094648
5     Brandon Drury  ARI    2B   3600 11.0      6.000000     6.106891
6       Miguel Sano  MIN    3B   4600 24.0      8.666667     8.085849
7      Chris Owings  ARI OF/SS   3600 19.0      9.705882     9.802836
8        AJ Pollock  ARI    OF   4300 28.0      9.611111     7.655363
9        Max Kepler  MIN    OF   4200  5.0      7.714286     7.497985
10    Yasmany Tomas  ARI    OF   4000 10.0     10.062500     9.348574
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         20         0.0 0.00     3 0.387 0.200
5         18         0.0 0.00     5 0.307 0.077
6         15         0.0 0.00     3 0.397 0.307
7         17         0.0 0.00     2 0.358 0.145
8         18         0.0 0.00     1 0.345 0.171
9         14         0.0 0.00     2 0.357 0.215
10        16         0.0 0.00     4 0.392 0.303

[1] "Total fpts: 147.9 (26)"
        Lineup (17) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3      Jason Castro  MIN     C   3200  9.00      4.500000     5.797509
4         Joe Mauer  MIN    1B   4100 10.00      4.692308     2.056883
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6       Miguel Sano  MIN    3B   4600 24.00      8.666667     8.085849
7     Jorge Polanco  MIN    SS   3800 11.00      7.357143     4.516758
8        AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
9        Max Kepler  MIN    OF   4200  5.00      7.714286     7.497985
10    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         13         0.0 0.00     4 0.240 0.030
5          0         0.0 0.00     2 0.000 0.000
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         18         0.0 0.00     1 0.345 0.171
9         14         0.0 0.00     2 0.357 0.215
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 147.85 (27)"
        Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Danny Duffy   KC   P  10400 -4.70     22.025000     4.939045
2        Gerrit Cole  PIT   P   8500 30.55     10.216667    10.144005
3        Mike Zunino  SEA   C   2900 10.00      4.307692     3.376009
4        Eric Thames  MIL  1B   4200 18.00     15.411765    10.295987
5      Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6     Mike Moustakas   KC  3B   3200 21.00      9.000000     5.857277
7        Jean Segura  SEA  SS   4200 26.00      9.714286     7.565586
8      Mitch Haniger  SEA  OF   3400  8.00     12.105263     7.078094
9       Jarrod Dyson  SEA  OF   2900  5.00      6.882353     4.136459
10 Guillermo Heredia  SEA  OF   2700 10.00      6.000000     8.426150
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         5.8 1.43    NA 0.000 0.000
3         13         0.0 0.00     8 0.228 0.077
4         17         0.0 0.00     2 0.557 0.537
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     1 0.385 0.303
7          7         0.0 0.00     1 0.329 0.094
8         19         0.0 0.00     2 0.437 0.269
9         17         0.0 0.00     9 0.268 0.046
10         7         0.0 0.00     7 0.311 0.154

[1] "Total fpts: 147.6 (28)"
        Lineup (78) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC   P  10400 -4.7     22.025000     4.939045
2     Marco Estrada  TOR   P   8800 23.3     15.366667    10.700740
3    Salvador Perez   KC   C   3400  7.0      6.533333     6.446114
4  Paul Goldschmidt  ARI  1B   5000 33.0      9.750000     6.094648
5     Robinson Cano  SEA  2B   4200  5.0      8.263158     8.102415
6    Mike Moustakas   KC  3B   3200 21.0      9.000000     5.857277
7       Jean Segura  SEA  SS   4200 26.0      9.714286     7.565586
8       Nelson Cruz  SEA  OF   4300 24.0      8.684211     7.746344
9     Mitch Haniger  SEA  OF   3400  8.0     12.105263     7.078094
10     Jarrod Dyson  SEA  OF   2900  5.0      6.882353     4.136459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.0 1.17    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         20         0.0 0.00     3 0.387 0.200
5         19         0.0 0.00     3 0.344 0.167
6         14         0.0 0.00     1 0.385 0.303
7          7         0.0 0.00     1 0.329 0.094
8         19         0.0 0.00     4 0.373 0.200
9         19         0.0 0.00     2 0.437 0.269
10        17         0.0 0.00     9 0.268 0.046

[1] "Total fpts: 147.4 (29)"
        Lineup (28) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2     Scott Feldman  CIN     P   6000  7.85     16.200000     8.401290
3    Russell Martin  TOR     C   3600  5.00      6.266667     6.041129
4   Kendrys Morales  TOR    1B   3700  2.00      6.111111     5.422056
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6    Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7       Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Jose Bautista  TOR    OF   4400 10.00      5.000000     5.302608
9      Kevin Pillar  TOR    OF   3300 16.00      7.611111     6.895343
10 Ezequiel Carrera  TOR    OF   2800  7.00      6.000000     4.988877
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         15         0.0 0.00     5 0.309 0.140
4         18         0.0 0.00     4 0.306 0.147
5          0         0.0 0.00     2 0.000 0.000
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         18         0.0 0.00     3 0.235 0.071
9         18         0.0 0.00     1 0.351 0.184
10        10         0.0 0.00     2 0.320 0.133

[1] "Total fpts: 144.9 (30)"
        Lineup (86) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3     Yadier Molina  STL     C   3300  8.00      5.133333     4.501851
4       Eric Thames  MIL    1B   4200 18.00     15.411765    10.295987
5       Jedd Gyorko  STL 2B/3B   3400 13.00      9.272727     8.626597
6       Miguel Sano  MIN    3B   4600 24.00      8.666667     8.085849
7      Aledmys Diaz  STL    SS   3900  0.00      7.200000    10.489450
8     Dexter Fowler  STL    OF   4200 12.00      5.823529     7.617704
9  Stephen Piscotty  STL    OF   3900 12.00      6.800000     7.636379
10    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.290 0.091
4         17         0.0 0.00     2 0.557 0.537
5         11         0.0 0.00     4 0.435 0.333
6         15         0.0 0.00     3 0.397 0.307
7         15         0.0 0.00     2 0.308 0.222
8         17         0.0 0.00     1 0.240 0.127
9         15         0.0 0.00     3 0.322 0.127
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 144.85 (31)"
     Lineup (122) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marco Estrada  TOR     P   8800 23.30     15.366667    10.700740
2     Gerrit Cole  PIT     P   8500 30.55     10.216667    10.144005
3  Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4       Joe Mauer  MIN    1B   4100 10.00      4.692308     2.056883
5    Brian Dozier  MIN    2B   5000  6.00      8.642857     5.062793
6     Miguel Sano  MIN    3B   4600 24.00      8.666667     8.085849
7    Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8      Max Kepler  MIN    OF   4200  5.00      7.714286     7.497985
9    Byron Buxton  MIN    OF   3900 17.00      3.000000     3.357488
10  Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.17    NA 0.000 0.000
2          3         5.8 1.43    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         17         0.0 0.00     2 0.358 0.145
8         14         0.0 0.00     2 0.357 0.215
9         12         0.0 0.00     9 0.157 0.035
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 144.3 (32)"
        Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3     Stephen Vogt  OAK     C   2900  0.00      4.083333     3.423404
4       Ryon Healy  OAK 1B/3B   3100  0.00      6.933333     7.768679
5       Jed Lowrie  OAK    2B   2600  3.00      6.750000     6.757712
6   Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Khris Davis  OAK    OF   3600  2.00      8.750000     7.334848
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         15         0.0 0.00     2 0.350 0.221
5         16         0.0 0.00     3 0.355 0.141
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     4 0.415 0.365
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 143.3 (33)"
        Lineup (7) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55    27.7875000    10.081284
2       Wade Miley  BAL     P   6900 21.75    25.5166667     9.973757
3   Salvador Perez   KC     C   3400  7.00     6.5333333     6.446114
4      Eric Hosmer   KC    1B   3900  3.00     4.2941176     3.771020
5  Christian Colon   KC 2B/SS   2700  3.00     0.6666667     1.154701
6   Mike Moustakas   KC    3B   3200 21.00     9.0000000     5.857277
7     Chris Owings  ARI OF/SS   3600 19.00     9.7058824     9.802836
8       AJ Pollock  ARI    OF   4300 28.00     9.6111111     7.655363
9     Lorenzo Cain   KC    OF   4000  6.00     8.0000000     4.830459
10  Hunter Renfroe   SD    OF   3600  7.00     5.7368421     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     2 0.358 0.145
8         18         0.0 0.00     1 0.345 0.171
9         16         0.0 0.00     2 0.373 0.063
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: 143.3 (34)"
      Lineup (115) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2   Patrick Corbin  ARI   P   5000 27.75     12.075000     9.579275
3   Salvador Perez   KC   C   3400  7.00      6.533333     6.446114
4    Kennys Vargas  MIN  1B   4000 19.00           NaN           NA
5     Brian Dozier  MIN  2B   5000  6.00      8.642857     5.062793
6       Joey Gallo  TEX  3B   3700 14.00      9.526316     8.946560
7       Nick Ahmed  ARI  SS   2600 10.00      6.857143     7.988086
8       Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
9    Eddie Rosario  MIN  OF   3900 10.00      5.500000     5.019194
10    Byron Buxton  MIN  OF   3900 17.00      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.5 1.41    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4          0         0.0 0.00     7 0.390 0.000
5         14         0.0 0.00     1 0.316 0.135
6         19         0.0 0.00     7 0.380 0.359
7          7         0.0 0.00     8 0.263 0.129
8         14         0.0 0.00     2 0.357 0.215
9         14         0.0 0.00     8 0.262 0.108
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: 142.3 (35)"
         Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2         Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3        Mike Zunino  SEA     C   2900 10.00      4.307692     3.376009
4          Wil Myers   SD    1B   4900  7.00      9.421053     8.597905
5   Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6       Todd Frazier  CWS    3B   4300 24.00      4.333333     5.744563
7        Jean Segura  SEA    SS   4200 26.00      9.714286     7.565586
8      Mitch Haniger  SEA    OF   3400  8.00     12.105263     7.078094
9       Jarrod Dyson  SEA    OF   2900  5.00      6.882353     4.136459
10 Guillermo Heredia  SEA    OF   2700 10.00      6.000000     8.426150
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         13         0.0 0.00     8 0.228 0.077
4         19         0.0 0.00     3 0.415 0.286
5          0         0.0 0.00     2 0.000 0.000
6          9         0.0 0.00     4 0.209 0.119
7          7         0.0 0.00     1 0.329 0.094
8         19         0.0 0.00     2 0.437 0.269
9         17         0.0 0.00     9 0.268 0.046
10         7         0.0 0.00     7 0.311 0.154

[1] "Total fpts: 141.9 (36)"
         Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2         JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3       Jason Castro  MIN   C   3200  9.00      4.500000     5.797509
4      Kennys Vargas  MIN  1B   4000 19.00           NaN           NA
5  Yangervis Solarte   SD  2B   3800 11.00      6.368421     6.326404
6     Anthony Rendon  WSH  3B   5000  7.00      5.000000     4.402796
7      Jorge Polanco  MIN  SS   3800 11.00      7.357143     4.516758
8      Eddie Rosario  MIN  OF   3900 10.00      5.500000     5.019194
9       Byron Buxton  MIN  OF   3900 17.00      3.000000     3.357488
10     Manuel Margot   SD  OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4          0         0.0 0.00     7 0.390 0.000
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     6 0.282 0.029
7         14         0.0 0.00     5 0.320 0.113
8         14         0.0 0.00     8 0.262 0.108
9         12         0.0 0.00     9 0.157 0.035
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 140.9 (37)"
       Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3     Caleb Joseph  BAL     C   2700  0.00      2.500000     5.000000
4      Chris Davis  BAL    1B   4700  5.00      7.000000     7.095981
5      Jedd Gyorko  STL 2B/3B   3400 13.00      9.272727     8.626597
6    Manny Machado  BAL    3B   4800  2.00      6.611111     6.146629
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8       Adam Jones  BAL    OF   4500  0.00      8.888889     6.667647
9       Seth Smith  BAL    OF   3700  0.00     10.250000     6.627863
10    Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3          4         0.0 0.00     9 0.143 0.067
4         18         0.0 0.00     4 0.350 0.212
5         11         0.0 0.00     4 0.435 0.333
6         18         0.0 0.00     3 0.294 0.182
7          6         0.0 0.00     2 0.244 0.094
8         18         0.0 0.00     2 0.388 0.229
9          8         0.0 0.00     1 0.430 0.345
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 138.9 (38)"
       Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3   Salvador Perez   KC   C   3400  7.00      6.533333     6.446114
4      Eric Hosmer   KC  1B   3900  3.00      4.294118     3.771020
5    Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6      Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7    Taylor Motter  SEA  SS   3100 10.00     10.846154     9.599012
8     Lorenzo Cain   KC  OF   4000  6.00      8.000000     4.830459
9      Alex Gordon   KC  OF   3700  5.00      4.529412     3.874881
10 Jorge Bonifacio   KC  OF   3100  5.00      8.500000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5         15         0.0 0.00     5 0.366 0.205
6         15         0.0 0.00     3 0.397 0.307
7         13         0.0 0.00     5 0.403 0.412
8         16         0.0 0.00     2 0.373 0.063
9         17         0.0 0.00     5 0.229 0.041
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: 138.9 (39)"
        Lineup (49) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3  Martin Maldonado  LAA     C   2400  0.00      4.214286     3.423416
4         Wil Myers   SD    1B   4900  7.00      9.421053     8.597905
5    Danny Espinosa  LAA    2B   3000  5.00      6.588235     7.159424
6     Yunel Escobar  LAA    3B   3200  0.00      6.647059     7.097017
7       Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8        Mike Trout  LAA    OF   5300 16.00     10.833333     4.865847
9      Kole Calhoun  LAA    OF   3800  5.00      5.588235     5.374230
10    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         14         0.0 0.00     9 0.307 0.022
4         19         0.0 0.00     3 0.415 0.286
5         17         0.0 0.00     8 0.259 0.157
6         17         0.0 0.00     1 0.302 0.076
7          6         0.0 0.00     2 0.244 0.094
8         18         0.0 0.00     3 0.455 0.333
9         17         0.0 0.00     2 0.288 0.081
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 138.6 (40)"
      Lineup (126) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR     P   8800 23.3    15.3666667    10.700740
2    Michael Wacha  STL     P   6800 17.3    20.4666667     4.202777
3   Salvador Perez   KC     C   3400  7.0     6.5333333     6.446114
4      Eric Hosmer   KC    1B   3900  3.0     4.2941176     3.771020
5  Christian Colon   KC 2B/SS   2700  3.0     0.6666667     1.154701
6   Mike Moustakas   KC    3B   3200 21.0     9.0000000     5.857277
7      Jean Segura  SEA    SS   4200 26.0     9.7142857     7.565586
8       Mike Trout  LAA    OF   5300 16.0    10.8333333     4.865847
9  Carlos Gonzalez  COL    OF   4900 16.0     4.8823529     4.357212
10    Lorenzo Cain   KC    OF   4000  6.0     8.0000000     4.830459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.17    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7          7         0.0 0.00     1 0.329 0.094
8         18         0.0 0.00     3 0.455 0.333
9         17         0.0 0.00     4 0.263 0.100
10        16         0.0 0.00     2 0.373 0.063

[1] "Total fpts: 137.4 (41)"
        Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2      Scott Feldman  CIN   P   6000  7.85     16.200000     8.401290
3       Omar Narvaez  CWS   C   2400 16.00      3.375000     4.206712
4         Jose Abreu  CWS  1B   4100  8.00      4.733333     5.650116
5  Yangervis Solarte   SD  2B   3800 11.00      6.368421     6.326404
6     Mike Moustakas   KC  3B   3200 21.00      9.000000     5.857277
7       Tim Anderson  CWS  SS   3500  9.00      6.357143     6.452276
8       Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9      Melky Cabrera  CWS  OF   3800  4.00      5.416667     4.399552
10      Leury Garcia  CWS  OF   2600 17.00      5.727273     5.021771
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3          8         0.0 0.00     8 0.270 0.000
4         15         0.0 0.00     3 0.255 0.044
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     1 0.385 0.303
7         14         0.0 0.00     1 0.237 0.069
8         15         0.0 0.00     3 0.543 0.409
9         12         0.0 0.00     2 0.295 0.073
10        11         0.0 0.00     9 0.328 0.175

[1] "Total fpts: 136.85 (42)"
         Lineup (72) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Marco Estrada  TOR   P   8800 23.30     15.366667    10.700740
2        Gerrit Cole  PIT   P   8500 30.55     10.216667    10.144005
3      Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4          Wil Myers   SD  1B   4900  7.00      9.421053     8.597905
5  Yangervis Solarte   SD  2B   3800 11.00      6.368421     6.326404
6        Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7        Erick Aybar   SD  SS   2800  3.00      4.625000     4.787136
8   Charlie Blackmon  COL  OF   5200 26.00     11.166667     7.469546
9         Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
10    Hunter Renfroe   SD  OF   3600  7.00      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.17    NA 0.000 0.000
2          3         5.8 1.43    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     4 0.329 0.133
6         15         0.0 0.00     3 0.397 0.307
7         16         0.0 0.00     7 0.248 0.102
8         18         0.0 0.00     1 0.370 0.342
9         14         0.0 0.00     2 0.357 0.215
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: 136.65 (43)"
     Lineup (110) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC     P  10400 -4.70     22.025000     4.939045
2      JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3    Matt Wieters  WSH     C   4400  7.00      6.500000     7.379332
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7    Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8    Jayson Werth  WSH    OF   4800  0.00      5.250000     4.901299
9      AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
10   Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         12         0.0 0.00     8 0.336 0.146
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7         17         0.0 0.00     2 0.358 0.145
8         12         0.0 0.00     7 0.352 0.196
9         18         0.0 0.00     1 0.345 0.171
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 135.9 (44)"
        Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3     Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4        Jose Abreu  CWS    1B   4100  8.00      4.733333     5.650116
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6      Todd Frazier  CWS    3B   4300 24.00      4.333333     5.744563
7      Tim Anderson  CWS    SS   3500  9.00      6.357143     6.452276
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9     Melky Cabrera  CWS    OF   3800  4.00      5.416667     4.399552
10   Avisail Garcia  CWS    OF   3200 17.00      9.400000     9.348797
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         15         0.0 0.00     3 0.255 0.044
5          0         0.0 0.00     2 0.000 0.000
6          9         0.0 0.00     4 0.209 0.119
7         14         0.0 0.00     1 0.237 0.069
8         15         0.0 0.00     3 0.543 0.409
9         12         0.0 0.00     2 0.295 0.073
10        15         0.0 0.00     5 0.423 0.197

[1] "Total fpts: 135.9 (45)"
         Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2          JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3  Francisco Cervelli  PIT     C   2900  2.00      4.923077     3.707235
4           John Jaso  PIT 1B/OF   2800  5.00      3.333333     4.163332
5       Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6      Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7        Jordy Mercer  PIT    SS   2900  3.00      5.000000     4.704608
8        Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9    Andrew McCutchen  PIT    OF   4100  2.00      7.235294     6.959970
10    Gregory Polanco  PIT    OF   4000  8.00      6.153846     7.127951
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         13         0.0 0.00     5 0.280 0.183
4          3         0.0 0.00     7 0.169 0.000
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     1 0.385 0.303
7         16         0.0 0.00     6 0.262 0.063
8         15         0.0 0.00     3 0.543 0.409
9         17         0.0 0.00     3 0.339 0.188
10        13         0.0 0.00     4 0.278 0.069

[1] "Total fpts: 135.85 (46)"
       Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC     P  10400 -4.70    22.0250000     4.939045
2      Gerrit Cole  PIT     P   8500 30.55    10.2166667    10.144005
3     Matt Wieters  WSH     C   4400  7.00     6.5000000     7.379332
4      Eric Hosmer   KC    1B   3900  3.00     4.2941176     3.771020
5  Christian Colon   KC 2B/SS   2700  3.00     0.6666667     1.154701
6   Mike Moustakas   KC    3B   3200 21.00     9.0000000     5.857277
7      Jean Segura  SEA    SS   4200 26.00     9.7142857     7.565586
8       AJ Pollock  ARI    OF   4300 28.00     9.6111111     7.655363
9     Lorenzo Cain   KC    OF   4000  6.00     8.0000000     4.830459
10    Brandon Moss   KC    OF   3600 16.00     4.6923077     5.391113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         5.8 1.43    NA 0.000 0.000
3         12         0.0 0.00     8 0.336 0.146
4         17         0.0 0.00     3 0.232 0.055
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7          7         0.0 0.00     1 0.329 0.094
8         18         0.0 0.00     1 0.345 0.171
9         16         0.0 0.00     2 0.373 0.063
10        13         0.0 0.00     8 0.224 0.125

[1] "Total fpts: 134.1 (47)"
      Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2      Gerrit Cole  PIT     P   8500 30.55     10.216667    10.144005
3     Stephen Vogt  OAK     C   2900  0.00      4.083333     3.423404
4    Yonder Alonso  OAK    1B   2700  0.00      9.166667     7.432525
5     Adam Rosales  OAK 2B/3B   2200  3.00      6.090909     5.923758
6   Trevor Plouffe  OAK    3B   3200  5.00      6.625000     6.375735
7      Jean Segura  SEA    SS   4200 26.00      9.714286     7.565586
8       Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
9       AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
10      Matt Joyce  OAK    OF   2300  0.00      4.333333     5.662209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         5.8 1.43    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         12         0.0 0.00     6 0.397 0.271
5         11         0.0 0.00     9 0.322 0.222
6         16         0.0 0.00     7 0.306 0.194
7          7         0.0 0.00     1 0.329 0.094
8         15         0.0 0.00     1 0.366 0.155
9         18         0.0 0.00     1 0.345 0.171
10        12         0.0 0.00     8 0.226 0.085

[1] "Total fpts: 132.9 (48)"
      Lineup (131) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3   Chris Iannetta  ARI     C   2800  0.00      7.714286     5.964179
4       Joey Votto  CIN    1B   4900  3.00      9.947368     8.644033
5      Jose Peraza  CIN    2B   3900  6.00      6.588235     7.133187
6   Eugenio Suarez  CIN    3B   3700  6.00     11.294118     9.485283
7     Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8      Adam Duvall  CIN    OF   4300 14.00      8.235294     9.724514
9       AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
10  Scott Schebler  CIN    OF   3800  2.00      7.117647     8.076837
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3          7         0.0 0.00     7 0.379 0.233
4         19         0.0 0.00     3 0.367 0.315
5         17         0.0 0.00     2 0.232 0.038
6         17         0.0 0.00     5 0.466 0.343
7         17         0.0 0.00     2 0.358 0.145
8         17         0.0 0.00     4 0.311 0.250
9         18         0.0 0.00     1 0.345 0.171
10        17         0.0 0.00     6 0.307 0.265

[1] "Total fpts: 130.15 (49)"
      Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Wacha  STL   P   6800 17.30     20.466667     4.202777
2   Scott Feldman  CIN   P   6000  7.85     16.200000     8.401290
3    Jason Castro  MIN   C   3200  9.00      4.500000     5.797509
4  Ryan Zimmerman  WSH  1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH  3B   5000  7.00      5.000000     4.402796
7   Taylor Motter  SEA  SS   3100 10.00     10.846154     9.599012
8    Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9    Jayson Werth  WSH  OF   4800  0.00      5.250000     4.901299
10     AJ Pollock  ARI  OF   4300 28.00      9.611111     7.655363
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.2 1.13    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7         13         0.0 0.00     5 0.403 0.412
8         15         0.0 0.00     3 0.543 0.409
9         12         0.0 0.00     7 0.352 0.196
10        18         0.0 0.00     1 0.345 0.171

[1] "Total fpts: 130.15 (50)"
      Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC   P  10400 -4.70     22.025000     4.939045
2   Scott Feldman  CIN   P   6000  7.85     16.200000     8.401290
3    Jason Castro  MIN   C   3200  9.00      4.500000     5.797509
4   Kennys Vargas  MIN  1B   4000 19.00           NaN           NA
5   Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6  Mike Moustakas   KC  3B   3200 21.00      9.000000     5.857277
7   Jorge Polanco  MIN  SS   3800 11.00      7.357143     4.516758
8    Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9   Eddie Rosario  MIN  OF   3900 10.00      5.500000     5.019194
10   Byron Buxton  MIN  OF   3900 17.00      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4          0         0.0 0.00     7 0.390 0.000
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     1 0.385 0.303
7         14         0.0 0.00     5 0.320 0.113
8         15         0.0 0.00     3 0.543 0.409
9         14         0.0 0.00     8 0.262 0.108
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: 129.9 (51)"
       Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3    Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4      Eric Hosmer   KC  1B   3900  3.00      4.294118     3.771020
5     Brian Dozier  MIN  2B   5000  6.00      8.642857     5.062793
6      Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7    Taylor Motter  SEA  SS   3100 10.00     10.846154     9.599012
8       Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
9    Eddie Rosario  MIN  OF   3900 10.00      5.500000     5.019194
10    Byron Buxton  MIN  OF   3900 17.00      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     3 0.232 0.055
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         13         0.0 0.00     5 0.403 0.412
8         14         0.0 0.00     2 0.357 0.215
9         14         0.0 0.00     8 0.262 0.108
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: 129.9 (52)"
        Lineup (104) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2         JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3         Manny Pina  MIL   C   2900  8.00      9.300000     6.667500
4        Eric Thames  MIL  1B   4200 18.00     15.411765    10.295987
5  Yangervis Solarte   SD  2B   3800 11.00      6.368421     6.326404
6        Travis Shaw  MIL  3B   3600  9.00      9.833333     9.134614
7        Jean Segura  SEA  SS   4200 26.00      9.714286     7.565586
8         Ryan Braun  MIL  OF   5000  0.00     11.555556     8.226372
9    Domingo Santana  MIL  OF   3800  0.00      7.733333     5.762770
10     Manuel Margot   SD  OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         10         0.0 0.00     6 0.482 0.220
4         17         0.0 0.00     2 0.557 0.537
5         19         0.0 0.00     4 0.329 0.133
6         18         0.0 0.00     4 0.355 0.338
7          7         0.0 0.00     1 0.329 0.094
8         18         0.0 0.00     3 0.431 0.328
9         15         0.0 0.00     5 0.290 0.167
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 127.9 (53)"
       Lineup (143) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3      Derek Norris   TB     C   3300  2.00      3.642857     4.430786
4         Josh Bell  PIT    1B   2900  2.00      5.500000     5.459642
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6     Evan Longoria   TB    3B   4900  4.00      7.684211     6.700353
7       Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8      Steven Souza   TB    OF   4200  9.00      8.526316     7.144294
9   Kevin Kiermaier   TB    OF   4100  0.00      6.722222     7.536621
10    Peter Bourjos   TB    OF   3300  5.00      4.000000     4.830459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         14         0.0 0.00     8 0.180 0.018
4         14         0.0 0.00     2 0.310 0.151
5          0         0.0 0.00     2 0.000 0.000
6         19         0.0 0.00     3 0.321 0.173
7          6         0.0 0.00     2 0.244 0.094
8         19         0.0 0.00     1 0.425 0.256
9         18         0.0 0.00     2 0.318 0.104
10         4         0.0 0.00     9 0.252 0.125

[1] "Total fpts: 125.05 (54)"
      Lineup (91) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
2   Michael Wacha  STL     P   6800 17.30     20.466667     4.202777
3  Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4     Chris Davis  BAL    1B   4700  5.00      7.000000     7.095981
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6   Manny Machado  BAL    3B   4800  2.00      6.611111     6.146629
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Mark Trumbo  BAL    OF   4600  0.00      5.500000     6.336171
9      Adam Jones  BAL    OF   4500  0.00      8.888889     6.667647
10     Seth Smith  BAL    OF   3700  0.00     10.250000     6.627863
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         18         0.0 0.00     4 0.350 0.212
5         15         0.0 0.00     5 0.366 0.205
6         18         0.0 0.00     3 0.294 0.182
7          6         0.0 0.00     2 0.244 0.094
8         18         0.0 0.00     5 0.249 0.086
9         18         0.0 0.00     2 0.388 0.229
10         8         0.0 0.00     1 0.430 0.345

[1] "Total fpts: 125.05 (55)"
     Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marco Estrada  TOR   P   8800 23.30     15.366667    10.700740
2  Patrick Corbin  ARI   P   5000 27.75     12.075000     9.579275
3  Chris Iannetta  ARI   C   2800  0.00      7.714286     5.964179
4  Ryan Zimmerman  WSH  1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH  3B   5000  7.00      5.000000     4.402796
7      Nick Ahmed  ARI  SS   2600 10.00      6.857143     7.988086
8    Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9    Jayson Werth  WSH  OF   4800  0.00      5.250000     4.901299
10   Lorenzo Cain   KC  OF   4000  6.00      8.000000     4.830459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.17    NA 0.000 0.000
2          4         5.5 1.41    NA 0.000 0.000
3          7         0.0 0.00     7 0.379 0.233
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          7         0.0 0.00     8 0.263 0.129
8         15         0.0 0.00     3 0.543 0.409
9         12         0.0 0.00     7 0.352 0.196
10        16         0.0 0.00     2 0.373 0.063

[1] "Total fpts: 124.4 (56)"
          Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       Scott Feldman  CIN     P   6000  7.85     16.200000     8.401290
3  Francisco Cervelli  PIT     C   2900  2.00      4.923077     3.707235
4           Josh Bell  PIT    1B   2900  2.00      5.500000     5.459642
5       Josh Harrison  PIT 2B/3B   3300  3.00      6.357143     3.894911
6      Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7         Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Andrew McCutchen  PIT    OF   4100  2.00      7.235294     6.959970
9     Gregory Polanco  PIT    OF   4000  8.00      6.153846     7.127951
10      Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         13         0.0 0.00     5 0.280 0.183
4         14         0.0 0.00     2 0.310 0.151
5         14         0.0 0.00     1 0.358 0.103
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         17         0.0 0.00     3 0.339 0.188
9         13         0.0 0.00     4 0.278 0.069
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 123.3 (57)"
        Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3   Yasmani Grandal  LAD     C   3100  2.00      6.857143     8.065665
4   Adrian Gonzalez  LAD    1B   3400  7.00      5.866667     5.040786
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6     Justin Turner  LAD    3B   3300  8.00      8.000000     5.304086
7      Corey Seager  LAD    SS   4000 12.00      9.000000     8.514693
8        AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
9    Hunter Renfroe   SD    OF   3600  7.00      5.736842     6.470807
10      Yasiel Puig  LAD    OF   3400  7.00      6.111111     8.152148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         14         0.0 0.00     6 0.340 0.212
4         15         0.0 0.00     5 0.307 0.063
5          0         0.0 0.00     2 0.000 0.000
6         16         0.0 0.00     3 0.400 0.134
7         17         0.0 0.00     2 0.385 0.203
8         18         0.0 0.00     1 0.345 0.171
9         19         0.0 0.00     5 0.297 0.175
10        18         0.0 0.00     4 0.343 0.214

[1] "Total fpts: 122.3 (58)"
       Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2   Patrick Corbin  ARI   P   5000 27.75     12.075000     9.579275
3     Stephen Vogt  OAK   C   2900  0.00      4.083333     3.423404
4        Joe Mauer  MIN  1B   4100 10.00      4.692308     2.056883
5     Brian Dozier  MIN  2B   5000  6.00      8.642857     5.062793
6      Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7     Aledmys Diaz  STL  SS   3900  0.00      7.200000    10.489450
8       Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
9     Byron Buxton  MIN  OF   3900 17.00      3.000000     3.357488
10     Jaff Decker  OAK  OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.5 1.41    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         15         0.0 0.00     2 0.308 0.222
8         14         0.0 0.00     2 0.357 0.215
9         12         0.0 0.00     9 0.157 0.035
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 119.1 (59)"
       Lineup (108) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P  10400 -4.7      22.02500     4.939045
2       Dylan Covey  CWS     P   4300  8.8      -1.37500    12.126881
3   Tucker Barnhart  CIN     C   2800  0.0       4.80000     4.601242
4    Ryan Zimmerman  WSH    1B   5000 11.0      12.61538     8.883866
5     Daniel Murphy  WSH    2B   5500 24.0       8.00000     9.964222
6    Anthony Rendon  WSH    3B   5000  7.0       5.00000     4.402796
7       Trea Turner  WSH OF/SS   5100 48.0       7.00000     4.195235
8      Bryce Harper  WSH    OF   6100 16.0      14.86667    13.579747
9        Matt Adams  STL    OF   3000  2.0       2.40000     2.509980
10 Ezequiel Carrera  TOR    OF   2800  7.0       6.00000     4.988877
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          2         5.2 1.94    NA 0.000 0.000
3         15         0.0 0.00     8 0.284 0.058
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9          5         0.0 0.00     6 0.222 0.000
10        10         0.0 0.00     2 0.320 0.133

[1] "Total fpts: 117.4 (60)"
         Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2      Scott Feldman  CIN     P   6000  7.85     16.200000     8.401290
3       Stephen Vogt  OAK     C   2900  0.00      4.083333     3.423404
4      Yonder Alonso  OAK    1B   2700  0.00      9.166667     7.432525
5  Yangervis Solarte   SD    2B   3800 11.00      6.368421     6.326404
6     Trevor Plouffe  OAK    3B   3200  5.00      6.625000     6.375735
7        Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8       Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9        Khris Davis  OAK    OF   3600  2.00      8.750000     7.334848
10        Matt Joyce  OAK    OF   2300  0.00      4.333333     5.662209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         12         0.0 0.00     6 0.397 0.271
5         19         0.0 0.00     4 0.329 0.133
6         16         0.0 0.00     7 0.306 0.194
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     4 0.415 0.365
10        12         0.0 0.00     8 0.226 0.085

[1] "Total fpts: 116.85 (61)"
        Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2      Michael Wacha  STL     P   6800 17.30     20.466667     4.202777
3   Martin Maldonado  LAA     C   2400  0.00      4.214286     3.423416
4      Albert Pujols  LAA    1B   4100  3.00      7.352941     6.855118
5  Yangervis Solarte   SD    2B   3800 11.00      6.368421     6.326404
6      Yunel Escobar  LAA    3B   3200  0.00      6.647059     7.097017
7       Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8         Mike Trout  LAA    OF   5300 16.00     10.833333     4.865847
9       Kole Calhoun  LAA    OF   3800  5.00      5.588235     5.374230
10      Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         14         0.0 0.00     9 0.307 0.022
4         17         0.0 0.00     4 0.280 0.113
5         19         0.0 0.00     4 0.329 0.133
6         17         0.0 0.00     1 0.302 0.076
7         17         0.0 0.00     2 0.358 0.145
8         18         0.0 0.00     3 0.455 0.333
9         17         0.0 0.00     2 0.288 0.081
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 116.3 (62)"
       Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55    27.7875000    10.081284
2       Wade Miley  BAL     P   6900 21.75    25.5166667     9.973757
3     Jason Castro  MIN     C   3200  9.00     4.5000000     5.797509
4        Wil Myers   SD    1B   4900  7.00     9.4210526     8.597905
5  Christian Colon   KC 2B/SS   2700  3.00     0.6666667     1.154701
6   Mike Moustakas   KC    3B   3200 21.00     9.0000000     5.857277
7  Alcides Escobar   KC    SS   3300  2.00     3.0000000     3.500000
8     Lorenzo Cain   KC    OF   4000  6.00     8.0000000     4.830459
9    Manuel Margot   SD    OF   3700  3.00     7.0555556     5.703170
10    Brandon Moss   KC    OF   3600 16.00     4.6923077     5.391113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         19         0.0 0.00     3 0.415 0.286
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     7 0.205 0.061
8         16         0.0 0.00     2 0.373 0.063
9         18         0.0 0.00     1 0.343 0.195
10        13         0.0 0.00     8 0.224 0.125

[1] "Total fpts: 115.6 (63)"
        Lineup (71) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P  10400 -4.7    22.0250000     4.939045
2     Marco Estrada  TOR     P   8800 23.3    15.3666667    10.700740
3      Stephen Vogt  OAK     C   2900  0.0     4.0833333     3.423404
4  Paul Goldschmidt  ARI    1B   5000 33.0     9.7500000     6.094648
5   Christian Colon   KC 2B/SS   2700  3.0     0.6666667     1.154701
6    Mike Moustakas   KC    3B   3200 21.0     9.0000000     5.857277
7   Alcides Escobar   KC    SS   3300  2.0     3.0000000     3.500000
8      Bryce Harper  WSH    OF   6100 16.0    14.8666667    13.579747
9      Lorenzo Cain   KC    OF   4000  6.0     8.0000000     4.830459
10     Brandon Moss   KC    OF   3600 16.0     4.6923077     5.391113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.0 1.17    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         20         0.0 0.00     3 0.387 0.200
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     7 0.205 0.061
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     2 0.373 0.063
10        13         0.0 0.00     8 0.224 0.125

[1] "Total fpts: 115.6 (64)"
         Lineup (83) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Danny Duffy   KC   P  10400 -4.7     22.025000     4.939045
2      Michael Wacha  STL   P   6800 17.3     20.466667     4.202777
3       Jason Castro  MIN   C   3200  9.0      4.500000     5.797509
4          Joe Mauer  MIN  1B   4100 10.0      4.692308     2.056883
5  Yangervis Solarte   SD  2B   3800 11.0      6.368421     6.326404
6        Miguel Sano  MIN  3B   4600 24.0      8.666667     8.085849
7      Jorge Polanco  MIN  SS   3800 11.0      7.357143     4.516758
8   Charlie Blackmon  COL  OF   5200 26.0     11.166667     7.469546
9         Max Kepler  MIN  OF   4200  5.0      7.714286     7.497985
10    Hunter Renfroe   SD  OF   3600  7.0      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         13         0.0 0.00     4 0.240 0.030
5         19         0.0 0.00     4 0.329 0.133
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         18         0.0 0.00     1 0.370 0.342
9         14         0.0 0.00     2 0.357 0.215
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: 114.05 (65)"
      Lineup (133) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
2    Michael Wacha  STL   P   6800 17.30     20.466667     4.202777
3  Jonathan Lucroy  TEX   C   4100  3.00      4.846154     6.593509
4      Mike Napoli  TEX  1B   4000  0.00      6.055556     6.072815
5     Rougned Odor  TEX  2B   4400  0.00      4.736842     5.140710
6       Joey Gallo  TEX  3B   3700 14.00      9.526316     8.946560
7     Elvis Andrus  TEX  SS   3900  0.00      7.944444     7.572957
8     Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9       Adam Eaton  WSH  OF   5300 14.00      9.533333     7.130084
10      AJ Pollock  ARI  OF   4300 28.00      9.611111     7.655363
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         13         0.0 0.00     8 0.225 0.076
4         18         0.0 0.00     4 0.266 0.169
5         19         0.0 0.00     5 0.256 0.177
6         19         0.0 0.00     7 0.380 0.359
7         18         0.0 0.00     6 0.323 0.195
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     1 0.366 0.155
10        18         0.0 0.00     1 0.345 0.171

[1] "Total fpts: 111.9 (66)"
       Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3  Jonathan Lucroy  TEX     C   4100  3.00      4.846154     6.593509
4         Ryan Rua  TEX 1B/OF   2900  3.00      4.000000     5.446712
5     Rougned Odor  TEX    2B   4400  0.00      4.736842     5.140710
6       Joey Gallo  TEX    3B   3700 14.00      9.526316     8.946560
7     Elvis Andrus  TEX    SS   3900  0.00      7.944444     7.572957
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
10    Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         13         0.0 0.00     8 0.225 0.076
4          7         0.0 0.00     9 0.148 0.000
5         19         0.0 0.00     5 0.256 0.177
6         19         0.0 0.00     7 0.380 0.359
7         18         0.0 0.00     6 0.323 0.195
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     1 0.343 0.195
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 110.3 (67)"
        Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3   Jonathan Lucroy  TEX     C   4100  3.00      4.846154     6.593509
4          Ryan Rua  TEX 1B/OF   2900  3.00      4.000000     5.446712
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6        Joey Gallo  TEX    3B   3700 14.00      9.526316     8.946560
7      Elvis Andrus  TEX    SS   3900  0.00      7.944444     7.572957
8     Shin-Soo Choo  TEX    OF   4300  5.00      6.500000     7.108680
9        AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
10      Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         13         0.0 0.00     8 0.225 0.076
4          7         0.0 0.00     9 0.148 0.000
5          0         0.0 0.00     2 0.000 0.000
6         19         0.0 0.00     7 0.380 0.359
7         18         0.0 0.00     6 0.323 0.195
8         16         0.0 0.00     1 0.310 0.069
9         18         0.0 0.00     1 0.345 0.171
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 109.85 (68)"
      Lineup (141) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55    27.7875000    10.081284
2    Michael Wacha  STL     P   6800 17.30    20.4666667     4.202777
3     Jason Castro  MIN     C   3200  9.00     4.5000000     5.797509
4      Eric Thames  MIL    1B   4200 18.00    15.4117647    10.295987
5  Christian Colon   KC 2B/SS   2700  3.00     0.6666667     1.154701
6   Anthony Rendon  WSH    3B   5000  7.00     5.0000000     4.402796
7  Alcides Escobar   KC    SS   3300  2.00     3.0000000     3.500000
8      Alex Gordon   KC    OF   3700  5.00     4.5294118     3.874881
9     Brandon Moss   KC    OF   3600 16.00     4.6923077     5.391113
10 Jorge Bonifacio   KC    OF   3100  5.00     8.5000000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         17         0.0 0.00     2 0.557 0.537
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     6 0.282 0.029
7         17         0.0 0.00     7 0.205 0.061
8         17         0.0 0.00     5 0.229 0.041
9         13         0.0 0.00     8 0.224 0.125
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: 109.6 (69)"
       Lineup (41) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC     P  10400 -4.7     22.025000     4.939045
2    Michael Wacha  STL     P   6800 17.3     20.466667     4.202777
3   Salvador Perez   KC     C   3400  7.0      6.533333     6.446114
4      Eric Hosmer   KC    1B   3900  3.0      4.294118     3.771020
5  Jonathan Villar  MIL    2B   4600 16.0      7.684211     8.524818
6   Anthony Rendon  WSH    3B   5000  7.0      5.000000     4.402796
7      Trea Turner  WSH OF/SS   5100 48.0      7.000000     4.195235
8     Lorenzo Cain   KC    OF   4000  6.0      8.000000     4.830459
9      Alex Gordon   KC    OF   3700  5.0      4.529412     3.874881
10 Jorge Bonifacio   KC    OF   3100  5.0      8.500000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5         19         0.0 0.00     1 0.248 0.129
6         14         0.0 0.00     6 0.282 0.029
7          6         0.0 0.00     2 0.244 0.094
8         16         0.0 0.00     2 0.373 0.063
9         17         0.0 0.00     5 0.229 0.041
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: 107.9 (70)"
         Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2         JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3  Willson Contreras  CHC     C   3400  2.00      8.250000    10.028369
4      Anthony Rizzo  CHC    1B   4800  0.00     10.294118     7.506370
5        Ben Zobrist  CHC 2B/OF   3900  0.00      8.666667     6.651498
6     Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7    Addison Russell  CHC    SS   3400  7.00     10.062500     8.925385
8       Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9     Hunter Renfroe   SD    OF   3600  7.00      5.736842     6.470807
10     Jason Heyward  CHC    OF   3100  0.00      9.066667     7.176018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         12         0.0 0.00     7 0.339 0.192
4         17         0.0 0.00     3 0.400 0.227
5         12         0.0 0.00     4 0.321 0.143
6         14         0.0 0.00     1 0.385 0.303
7         16         0.0 0.00     5 0.349 0.171
8         15         0.0 0.00     3 0.543 0.409
9         19         0.0 0.00     5 0.297 0.175
10        15         0.0 0.00     6 0.348 0.162

[1] "Total fpts: 105.85 (71)"
      Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2    Marco Estrada  TOR     P   8800 23.30     15.366667    10.700740
3    Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4       Ryon Healy  OAK 1B/3B   3100  0.00      6.933333     7.768679
5     Adam Rosales  OAK 2B/3B   2200  3.00      6.090909     5.923758
6   Trevor Plouffe  OAK    3B   3200  5.00      6.625000     6.375735
7      Jean Segura  SEA    SS   4200 26.00      9.714286     7.565586
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9       Matt Joyce  OAK    OF   2300  0.00      4.333333     5.662209
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.0 1.17    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         15         0.0 0.00     2 0.350 0.221
5         11         0.0 0.00     9 0.322 0.222
6         16         0.0 0.00     7 0.306 0.194
7          7         0.0 0.00     1 0.329 0.094
8         15         0.0 0.00     3 0.543 0.409
9         12         0.0 0.00     8 0.226 0.085
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 104.9 (72)"
      Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3   Chris Iannetta  ARI     C   2800  0.00      7.714286     5.964179
4      Mike Napoli  TEX    1B   4000  0.00      6.055556     6.072815
5     Rougned Odor  TEX    2B   4400  0.00      4.736842     5.140710
6      Miguel Sano  MIN    3B   4600 24.00      8.666667     8.085849
7     Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8    Shin-Soo Choo  TEX    OF   4300  5.00      6.500000     7.108680
9     Carlos Gomez  TEX    OF   4000  2.00      6.210526     6.629722
10    Nomar Mazara  TEX    OF   3800  0.00      8.526316     9.680269
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3          7         0.0 0.00     7 0.379 0.233
4         18         0.0 0.00     4 0.266 0.169
5         19         0.0 0.00     5 0.256 0.177
6         15         0.0 0.00     3 0.397 0.307
7         17         0.0 0.00     2 0.358 0.145
8         16         0.0 0.00     1 0.310 0.069
9         19         0.0 0.00     2 0.308 0.177
10        19         0.0 0.00     3 0.327 0.185

[1] "Total fpts: 104.3 (73)"
         Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2         Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
3     Salvador Perez   KC   C   3400  7.00      6.533333     6.446114
4          Wil Myers   SD  1B   4900  7.00      9.421053     8.597905
5  Yangervis Solarte   SD  2B   3800 11.00      6.368421     6.326404
6      Matt Davidson  CWS  3B   2900  2.00     11.000000     9.942693
7    Alcides Escobar   KC  SS   3300  2.00      3.000000     3.500000
8        Alex Gordon   KC  OF   3700  5.00      4.529412     3.874881
9       Brandon Moss   KC  OF   3600 16.00      4.692308     5.391113
10   Jorge Bonifacio   KC  OF   3100  5.00      8.500000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     4 0.329 0.133
6          8         0.0 0.00     6 0.472 0.421
7         17         0.0 0.00     7 0.205 0.061
8         17         0.0 0.00     5 0.229 0.041
9         13         0.0 0.00     8 0.224 0.125
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: 104.05 (74)"
        Lineup (11) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P  10400 -4.70     22.025000     4.939045
2        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3    Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4       Eric Hosmer   KC    1B   3900  3.00      4.294118     3.771020
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6    Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7       Jean Segura  SEA    SS   4200 26.00      9.714286     7.565586
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Lorenzo Cain   KC    OF   4000  6.00      8.000000     4.830459
10      Alex Gordon   KC    OF   3700  5.00      4.529412     3.874881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5          0         0.0 0.00     2 0.000 0.000
6         14         0.0 0.00     1 0.385 0.303
7          7         0.0 0.00     1 0.329 0.094
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     2 0.373 0.063
10        17         0.0 0.00     5 0.229 0.041

[1] "Total fpts: 104.05 (75)"
       Lineup (113) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P  10400 -4.70     22.025000     4.939045
2        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3     Yadier Molina  STL     C   3300  8.00      5.133333     4.501851
4         Wil Myers   SD    1B   4900  7.00      9.421053     8.597905
5       Jedd Gyorko  STL 2B/3B   3400 13.00      9.272727     8.626597
6    Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7      Aledmys Diaz  STL    SS   3900  0.00      7.200000    10.489450
8        Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
9     Dexter Fowler  STL    OF   4200 12.00      5.823529     7.617704
10 Stephen Piscotty  STL    OF   3900 12.00      6.800000     7.636379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.290 0.091
4         19         0.0 0.00     3 0.415 0.286
5         11         0.0 0.00     4 0.435 0.333
6         14         0.0 0.00     1 0.385 0.303
7         15         0.0 0.00     2 0.308 0.222
8         15         0.0 0.00     1 0.366 0.155
9         17         0.0 0.00     1 0.240 0.127
10        15         0.0 0.00     3 0.322 0.127

[1] "Total fpts: 103.3 (76)"
         Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2         Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
3      Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4        Eric Hosmer   KC  1B   3900  3.00      4.294118     3.771020
5  Yangervis Solarte   SD  2B   3800 11.00      6.368421     6.326404
6     Anthony Rendon  WSH  3B   5000  7.00      5.000000     4.402796
7        Erick Aybar   SD  SS   2800  3.00      4.625000     4.787136
8         Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
9     Hunter Renfroe   SD  OF   3600  7.00      5.736842     6.470807
10      Jabari Blash   SD  OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     3 0.232 0.055
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     6 0.282 0.029
7         16         0.0 0.00     7 0.248 0.102
8         14         0.0 0.00     2 0.357 0.215
9         19         0.0 0.00     5 0.297 0.175
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 102.9 (77)"
      Lineup (107) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA     P   4200 27.35     11.725000    11.419775
3   Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4    Anthony Rizzo  CHC    1B   4800  0.00     10.294118     7.506370
5      Ben Zobrist  CHC 2B/OF   3900  0.00      8.666667     6.651498
6      Kris Bryant  CHC    3B   4800 10.00      9.529412     8.818430
7  Addison Russell  CHC    SS   3400  7.00     10.062500     8.925385
8   Kyle Schwarber  CHC    OF   4200  0.00      7.812500     5.492040
9     Brandon Moss   KC    OF   3600 16.00      4.692308     5.391113
10   Mitch Haniger  SEA    OF   3400  8.00     12.105263     7.078094
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.400 0.227
5         12         0.0 0.00     4 0.321 0.143
6         17         0.0 0.00     2 0.346 0.167
7         16         0.0 0.00     5 0.349 0.171
8         16         0.0 0.00     1 0.357 0.181
9         13         0.0 0.00     8 0.224 0.125
10        19         0.0 0.00     2 0.437 0.269

[1] "Total fpts: 102.05 (78)"
     Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC   P  10400 -4.70     22.025000     4.939045
2      Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
3    Matt Wieters  WSH   C   4400  7.00      6.500000     7.379332
4   Kennys Vargas  MIN  1B   4000 19.00           NaN           NA
5    Brian Dozier  MIN  2B   5000  6.00      8.642857     5.062793
6  Mike Moustakas   KC  3B   3200 21.00      9.000000     5.857277
7    Aledmys Diaz  STL  SS   3900  0.00      7.200000    10.489450
8      Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
9   Eddie Rosario  MIN  OF   3900 10.00      5.500000     5.019194
10   Byron Buxton  MIN  OF   3900 17.00      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         12         0.0 0.00     8 0.336 0.146
4          0         0.0 0.00     7 0.390 0.000
5         14         0.0 0.00     1 0.316 0.135
6         14         0.0 0.00     1 0.385 0.303
7         15         0.0 0.00     2 0.308 0.222
8         14         0.0 0.00     2 0.357 0.215
9         14         0.0 0.00     8 0.262 0.108
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: 99.9 (79)"
       Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2       JC Ramirez  LAA   P   4200 27.35     11.725000    11.419775
3     Caleb Joseph  BAL   C   2700  0.00      2.500000     5.000000
4      Eric Hosmer   KC  1B   3900  3.00      4.294118     3.771020
5  Jonathan Schoop  BAL  2B   4000  5.00      8.222222     6.575852
6   Mike Moustakas   KC  3B   3200 21.00      9.000000     5.857277
7         JJ Hardy  BAL  SS   3300  0.00      4.352941     5.851722
8     Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9       Adam Jones  BAL  OF   4500  0.00      8.888889     6.667647
10      Seth Smith  BAL  OF   3700  0.00     10.250000     6.627863
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          2         3.1 1.37    NA 0.000 0.000
3          4         0.0 0.00     9 0.143 0.067
4         17         0.0 0.00     3 0.232 0.055
5         18         0.0 0.00     7 0.371 0.295
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     8 0.226 0.097
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     2 0.388 0.229
10         8         0.0 0.00     1 0.430 0.345

[1] "Total fpts: 99.3 (80)"
         Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2         Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3   Martin Maldonado  LAA     C   2400  0.00      4.214286     3.423416
4        Jefry Marte  LAA 1B/3B   3400  0.00      3.555556     4.952553
5     Danny Espinosa  LAA    2B   3000  5.00      6.588235     7.159424
6     Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7  Andrelton Simmons  LAA    SS   3100  3.00      7.117647     6.613267
8       Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9     Cameron Maybin  LAA    OF   3700  2.00      6.846154     4.259228
10     Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         14         0.0 0.00     9 0.307 0.022
4          9         0.0 0.00     5 0.232 0.118
5         17         0.0 0.00     8 0.259 0.157
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     6 0.363 0.151
8         15         0.0 0.00     3 0.543 0.409
9         13         0.0 0.00     7 0.273 0.093
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 97.4 (81)"
      Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2    Scott Feldman  CIN     P   6000  7.85     16.200000     8.401290
3  Jonathan Lucroy  TEX     C   4100  3.00      4.846154     6.593509
4         Ryan Rua  TEX 1B/OF   2900  3.00      4.000000     5.446712
5      Jedd Gyorko  STL 2B/3B   3400 13.00      9.272727     8.626597
6       Joey Gallo  TEX    3B   3700 14.00      9.526316     8.946560
7     Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8    Shin-Soo Choo  TEX    OF   4300  5.00      6.500000     7.108680
9     Carlos Gomez  TEX    OF   4000  2.00      6.210526     6.629722
10   Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         13         0.0 0.00     8 0.225 0.076
4          7         0.0 0.00     9 0.148 0.000
5         11         0.0 0.00     4 0.435 0.333
6         19         0.0 0.00     7 0.380 0.359
7         17         0.0 0.00     2 0.358 0.145
8         16         0.0 0.00     1 0.310 0.069
9         19         0.0 0.00     2 0.308 0.177
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 97.05 (82)"
      Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
2   Michael Wacha  STL   P   6800 17.30     20.466667     4.202777
3    Matt Wieters  WSH   C   4400  7.00      6.500000     7.379332
4  Ryan Zimmerman  WSH  1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH  3B   5000  7.00      5.000000     4.402796
7    Aledmys Diaz  STL  SS   3900  0.00      7.200000    10.489450
8    Jayson Werth  WSH  OF   4800  0.00      5.250000     4.901299
9    Lorenzo Cain   KC  OF   4000  6.00      8.000000     4.830459
10  Manuel Margot   SD  OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         12         0.0 0.00     8 0.336 0.146
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7         15         0.0 0.00     2 0.308 0.222
8         12         0.0 0.00     7 0.352 0.196
9         16         0.0 0.00     2 0.373 0.063
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 96.6 (83)"
       Lineup (144) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P  10400 -4.7     22.025000     4.939045
2     Marco Estrada  TOR     P   8800 23.3     15.366667    10.700740
3    Salvador Perez   KC     C   3400  7.0      6.533333     6.446114
4  Paul Goldschmidt  ARI    1B   5000 33.0      9.750000     6.094648
5  Cory Spangenberg   SD 2B/3B   3500  3.0           NaN           NA
6    Anthony Rendon  WSH    3B   5000  7.0      5.000000     4.402796
7   Alcides Escobar   KC    SS   3300  2.0      3.000000     3.500000
8       Alex Gordon   KC    OF   3700  5.0      4.529412     3.874881
9      Brandon Moss   KC    OF   3600 16.0      4.692308     5.391113
10  Jorge Bonifacio   KC    OF   3100  5.0      8.500000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.0 1.17    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         20         0.0 0.00     3 0.387 0.200
5          0         0.0 0.00     2 0.000 0.000
6         14         0.0 0.00     6 0.282 0.029
7         17         0.0 0.00     7 0.205 0.061
8         17         0.0 0.00     5 0.229 0.041
9         13         0.0 0.00     8 0.224 0.125
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: 96.3 (84)"
       Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3   Tucker Barnhart  CIN     C   2800  0.00      4.800000     4.601242
4         Wil Myers   SD    1B   4900  7.00      9.421053     8.597905
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6    Eugenio Suarez  CIN    3B   3700  6.00     11.294118     9.485283
7       Zack Cozart  CIN    SS   3600 10.00      9.875000     6.291529
8       Adam Duvall  CIN    OF   4300 14.00      8.235294     9.724514
9    Scott Schebler  CIN    OF   3800  2.00      7.117647     8.076837
10      Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         15         0.0 0.00     8 0.284 0.058
4         19         0.0 0.00     3 0.415 0.286
5          0         0.0 0.00     2 0.000 0.000
6         17         0.0 0.00     5 0.466 0.343
7         16         0.0 0.00     7 0.481 0.298
8         17         0.0 0.00     4 0.311 0.250
9         17         0.0 0.00     6 0.307 0.265
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 95.6 (85)"
      Lineup (63) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC     P  10400 -4.7     22.025000     4.939045
2   Michael Wacha  STL     P   6800 17.3     20.466667     4.202777
3  Salvador Perez   KC     C   3400  7.0      6.533333     6.446114
4     Mike Napoli  TEX    1B   4000  0.0      6.055556     6.072815
5    Rougned Odor  TEX    2B   4400  0.0      4.736842     5.140710
6  Mike Moustakas   KC    3B   3200 21.0      9.000000     5.857277
7     Trea Turner  WSH OF/SS   5100 48.0      7.000000     4.195235
8   Shin-Soo Choo  TEX    OF   4300  5.0      6.500000     7.108680
9    Carlos Gomez  TEX    OF   4000  2.0      6.210526     6.629722
10   Nomar Mazara  TEX    OF   3800  0.0      8.526316     9.680269
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         18         0.0 0.00     4 0.266 0.169
5         19         0.0 0.00     5 0.256 0.177
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         16         0.0 0.00     1 0.310 0.069
9         19         0.0 0.00     2 0.308 0.177
10        19         0.0 0.00     3 0.327 0.185

[1] "Total fpts: 94.6 (86)"
     Lineup (112) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC   P  10400 -4.7     22.025000     4.939045
2   Michael Wacha  STL   P   6800 17.3     20.466667     4.202777
3     Mike Zunino  SEA   C   2900 10.0      4.307692     3.376009
4       Wil Myers   SD  1B   4900  7.0      9.421053     8.597905
5   Robinson Cano  SEA  2B   4200  5.0      8.263158     8.102415
6  Anthony Rendon  WSH  3B   5000  7.0      5.000000     4.402796
7     Jean Segura  SEA  SS   4200 26.0      9.714286     7.565586
8      Adam Eaton  WSH  OF   5300 14.0      9.533333     7.130084
9   Mitch Haniger  SEA  OF   3400  8.0     12.105263     7.078094
10   Jarrod Dyson  SEA  OF   2900  5.0      6.882353     4.136459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         13         0.0 0.00     8 0.228 0.077
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     3 0.344 0.167
6         14         0.0 0.00     6 0.282 0.029
7          7         0.0 0.00     1 0.329 0.094
8         15         0.0 0.00     1 0.366 0.155
9         19         0.0 0.00     2 0.437 0.269
10        17         0.0 0.00     9 0.268 0.046

[1] "Total fpts: 94.6 (87)"
      Lineup (134) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC   P  10400 -4.7     22.025000     4.939045
2    Michael Wacha  STL   P   6800 17.3     20.466667     4.202777
3  Yasmani Grandal  LAD   C   3100  2.0      6.857143     8.065665
4  Adrian Gonzalez  LAD  1B   3400  7.0      5.866667     5.040786
5    Daniel Murphy  WSH  2B   5500 24.0      8.000000     9.964222
6    Justin Turner  LAD  3B   3300  8.0      8.000000     5.304086
7     Corey Seager  LAD  SS   4000 12.0      9.000000     8.514693
8     Bryce Harper  WSH  OF   6100 16.0     14.866667    13.579747
9     Lorenzo Cain   KC  OF   4000  6.0      8.000000     4.830459
10     Yasiel Puig  LAD  OF   3400  7.0      6.111111     8.152148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         14         0.0 0.00     6 0.340 0.212
4         15         0.0 0.00     5 0.307 0.063
5         15         0.0 0.00     5 0.366 0.205
6         16         0.0 0.00     3 0.400 0.134
7         17         0.0 0.00     2 0.385 0.203
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     2 0.373 0.063
10        18         0.0 0.00     4 0.343 0.214

[1] "Total fpts: 93.85 (88)"
       Lineup (38) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2      Danny Duffy   KC     P  10400 -4.70     22.025000     4.939045
3   Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4    Yonder Alonso  OAK    1B   2700  0.00      9.166667     7.432525
5     Adam Rosales  OAK 2B/3B   2200  3.00      6.090909     5.923758
6   Trevor Plouffe  OAK    3B   3200  5.00      6.625000     6.375735
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
9       Matt Joyce  OAK    OF   2300  0.00      4.333333     5.662209
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         6.8 1.02    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         12         0.0 0.00     6 0.397 0.271
5         11         0.0 0.00     9 0.322 0.222
6         16         0.0 0.00     7 0.306 0.194
7          6         0.0 0.00     2 0.244 0.094
8         18         0.0 0.00     1 0.343 0.195
9         12         0.0 0.00     8 0.226 0.085
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 90.3 (89)"
       Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2       Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
3    Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4      Mike Napoli  TEX  1B   4000  0.00      6.055556     6.072815
5     Rougned Odor  TEX  2B   4400  0.00      4.736842     5.140710
6   Mike Moustakas   KC  3B   3200 21.00      9.000000     5.857277
7     Elvis Andrus  TEX  SS   3900  0.00      7.944444     7.572957
8     Carlos Gomez  TEX  OF   4000  2.00      6.210526     6.629722
9     Nomar Mazara  TEX  OF   3800  0.00      8.526316     9.680269
10    Jabari Blash   SD  OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         18         0.0 0.00     4 0.266 0.169
5         19         0.0 0.00     5 0.256 0.177
6         14         0.0 0.00     1 0.385 0.303
7         18         0.0 0.00     6 0.323 0.195
8         19         0.0 0.00     2 0.308 0.177
9         19         0.0 0.00     3 0.327 0.185
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: 89.6 (90)"
         Lineup (26) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Danny Duffy   KC   P  10400 -4.7     22.025000     4.939045
2      Michael Wacha  STL   P   6800 17.3     20.466667     4.202777
3      Austin Hedges   SD   C   2900  0.0      7.937500     8.917913
4          Wil Myers   SD  1B   4900  7.0      9.421053     8.597905
5  Yangervis Solarte   SD  2B   3800 11.0      6.368421     6.326404
6     Anthony Rendon  WSH  3B   5000  7.0      5.000000     4.402796
7        Erick Aybar   SD  SS   2800  3.0      4.625000     4.787136
8         Adam Eaton  WSH  OF   5300 14.0      9.533333     7.130084
9         AJ Pollock  ARI  OF   4300 28.0      9.611111     7.655363
10    Hunter Renfroe   SD  OF   3600  7.0      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     6 0.282 0.029
7         16         0.0 0.00     7 0.248 0.102
8         15         0.0 0.00     1 0.366 0.155
9         18         0.0 0.00     1 0.345 0.171
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: 89.05 (91)"
      Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC   P  10400 -4.70     22.025000     4.939045
2   Patrick Corbin  ARI   P   5000 27.75     12.075000     9.579275
3   Salvador Perez   KC   C   3400  7.00      6.533333     6.446114
4      Eric Thames  MIL  1B   4200 18.00     15.411765    10.295987
5  Jonathan Villar  MIL  2B   4600 16.00      7.684211     8.524818
6      Travis Shaw  MIL  3B   3600  9.00      9.833333     9.134614
7     Aledmys Diaz  STL  SS   3900  0.00      7.200000    10.489450
8     Bryce Harper  WSH  OF   6100 16.00     14.866667    13.579747
9       Ryan Braun  MIL  OF   5000  0.00     11.555556     8.226372
10 Domingo Santana  MIL  OF   3800  0.00      7.733333     5.762770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          4         5.5 1.41    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     2 0.557 0.537
5         19         0.0 0.00     1 0.248 0.129
6         18         0.0 0.00     4 0.355 0.338
7         15         0.0 0.00     2 0.308 0.222
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     3 0.431 0.328
10        15         0.0 0.00     5 0.290 0.167

[1] "Total fpts: 85.4 (92)"
       Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2     Scott Feldman  CIN     P   6000  7.85     16.200000     8.401290
3  Martin Maldonado  LAA     C   2400  0.00      4.214286     3.423416
4       Eric Hosmer   KC    1B   3900  3.00      4.294118     3.771020
5    Danny Espinosa  LAA    2B   3000  5.00      6.588235     7.159424
6     Yunel Escobar  LAA    3B   3200  0.00      6.647059     7.097017
7      Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Kole Calhoun  LAA    OF   3800  5.00      5.588235     5.374230
10   Cameron Maybin  LAA    OF   3700  2.00      6.846154     4.259228
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         14         0.0 0.00     9 0.307 0.022
4         17         0.0 0.00     3 0.232 0.055
5         17         0.0 0.00     8 0.259 0.157
6         17         0.0 0.00     1 0.302 0.076
7         17         0.0 0.00     2 0.358 0.145
8         15         0.0 0.00     3 0.543 0.409
9         17         0.0 0.00     2 0.288 0.081
10        13         0.0 0.00     7 0.273 0.093

[1] "Total fpts: 81 (93)"
       Lineup (114) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Felix Hernandez  SEA   P   9500 -4.3     15.216667     4.478932
2     Michael Wacha  STL   P   6800 17.3     20.466667     4.202777
3    Salvador Perez   KC   C   3400  7.0      6.533333     6.446114
4       Eric Hosmer   KC  1B   3900  3.0      4.294118     3.771020
5      Rougned Odor  TEX  2B   4400  0.0      4.736842     5.140710
6    Mike Moustakas   KC  3B   3200 21.0      9.000000     5.857277
7      Aledmys Diaz  STL  SS   3900  0.0      7.200000    10.489450
8  Charlie Blackmon  COL  OF   5200 26.0     11.166667     7.469546
9      Lorenzo Cain   KC  OF   4000  6.0      8.000000     4.830459
10      Alex Gordon   KC  OF   3700  5.0      4.529412     3.874881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.2 1.38    NA 0.000 0.000
2          3         6.2 1.13    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5         19         0.0 0.00     5 0.256 0.177
6         14         0.0 0.00     1 0.385 0.303
7         15         0.0 0.00     2 0.308 0.222
8         18         0.0 0.00     1 0.370 0.342
9         16         0.0 0.00     2 0.373 0.063
10        17         0.0 0.00     5 0.229 0.041

[1] "Total fpts: 76.15 (94)"
     Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Danny Duffy   KC   P  10400 -4.70     22.025000     4.939045
2  Scott Feldman  CIN   P   6000  7.85     16.200000     8.401290
3  Austin Hedges   SD   C   2900  0.00      7.937500     8.917913
4      Joe Mauer  MIN  1B   4100 10.00      4.692308     2.056883
5   Brian Dozier  MIN  2B   5000  6.00      8.642857     5.062793
6    Miguel Sano  MIN  3B   4600 24.00      8.666667     8.085849
7  Jorge Polanco  MIN  SS   3800 11.00      7.357143     4.516758
8     Adam Eaton  WSH  OF   5300 14.00      9.533333     7.130084
9     Max Kepler  MIN  OF   4200  5.00      7.714286     7.497985
10 Manuel Margot   SD  OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         15         0.0 0.00     1 0.366 0.155
9         14         0.0 0.00     2 0.357 0.215
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 75.4 (95)"
      Lineup (150) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2    Scott Feldman  CIN   P   6000  7.85     16.200000     8.401290
3  Jonathan Lucroy  TEX   C   4100  3.00      4.846154     6.593509
4      Mike Napoli  TEX  1B   4000  0.00      6.055556     6.072815
5     Rougned Odor  TEX  2B   4400  0.00      4.736842     5.140710
6       Joey Gallo  TEX  3B   3700 14.00      9.526316     8.946560
7     Elvis Andrus  TEX  SS   3900  0.00      7.944444     7.572957
8     Brandon Moss   KC  OF   3600 16.00      4.692308     5.391113
9   Hunter Renfroe   SD  OF   3600  7.00      5.736842     6.470807
10      Matt Joyce  OAK  OF   2300  0.00      4.333333     5.662209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3         13         0.0 0.00     8 0.225 0.076
4         18         0.0 0.00     4 0.266 0.169
5         19         0.0 0.00     5 0.256 0.177
6         19         0.0 0.00     7 0.380 0.359
7         18         0.0 0.00     6 0.323 0.195
8         13         0.0 0.00     8 0.224 0.125
9         19         0.0 0.00     5 0.297 0.175
10        12         0.0 0.00     8 0.226 0.085

[1] "Total fpts: 74.3 (96)"
       Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2       Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3    Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4    Anthony Rizzo  CHC    1B   4800  0.00     10.294118     7.506370
5      Ben Zobrist  CHC 2B/OF   3900  0.00      8.666667     6.651498
6      Kris Bryant  CHC    3B   4800 10.00      9.529412     8.818430
7  Addison Russell  CHC    SS   3400  7.00     10.062500     8.925385
8    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
9    Jason Heyward  CHC    OF   3100  0.00      9.066667     7.176018
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     3 0.400 0.227
5         12         0.0 0.00     4 0.321 0.143
6         17         0.0 0.00     2 0.346 0.167
7         16         0.0 0.00     5 0.349 0.171
8         18         0.0 0.00     1 0.343 0.195
9         15         0.0 0.00     6 0.348 0.162
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 68.05 (97)"
      Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC   P  10400 -4.70     22.025000     4.939045
2       Wade Miley  BAL   P   6900 21.75     25.516667     9.973757
3   Salvador Perez   KC   C   3400  7.00      6.533333     6.446114
4      Eric Hosmer   KC  1B   3900  3.00      4.294118     3.771020
5    Daniel Murphy  WSH  2B   5500 24.00      8.000000     9.964222
6    Manny Machado  BAL  3B   4800  2.00      6.611111     6.146629
7  Alcides Escobar   KC  SS   3300  2.00      3.000000     3.500000
8      Alex Gordon   KC  OF   3700  5.00      4.529412     3.874881
9    Manuel Margot   SD  OF   3700  3.00      7.055556     5.703170
10 Jorge Bonifacio   KC  OF   3100  5.00      8.500000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3         6.3 0.84    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5         15         0.0 0.00     5 0.366 0.205
6         18         0.0 0.00     3 0.294 0.182
7         17         0.0 0.00     7 0.205 0.061
8         17         0.0 0.00     5 0.229 0.041
9         18         0.0 0.00     1 0.343 0.195
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: 63.6 (98)"
    Lineup (142) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1    Danny Duffy   KC   P  10400 -4.7     22.025000     4.939045         4
2  Marco Estrada  TOR   P   8800 23.3     15.366667    10.700740         3
3  Austin Hedges   SD   C   2900  0.0      7.937500     8.917913        16
4    Mike Napoli  TEX  1B   4000  0.0      6.055556     6.072815        18
5   Rougned Odor  TEX  2B   4400  0.0      4.736842     5.140710        19
6     Joey Gallo  TEX  3B   3700 14.0      9.526316     8.946560        19
7   Elvis Andrus  TEX  SS   3900  0.0      7.944444     7.572957        18
8     AJ Pollock  ARI  OF   4300 28.0      9.611111     7.655363        18
9   Nomar Mazara  TEX  OF   3800  0.0      8.526316     9.680269        19
10 Manuel Margot   SD  OF   3700  3.0      7.055556     5.703170        18
   Avg_Innings WHIP Order  wOBA   ISO
1          6.8 1.02    NA 0.000 0.000
2          6.0 1.17    NA 0.000 0.000
3          0.0 0.00     6 0.300 0.333
4          0.0 0.00     4 0.266 0.169
5          0.0 0.00     5 0.256 0.177
6          0.0 0.00     7 0.380 0.359
7          0.0 0.00     6 0.323 0.195
8          0.0 0.00     1 0.345 0.171
9          0.0 0.00     3 0.327 0.185
10         0.0 0.00     1 0.343 0.195

[1] "Total fpts: 60.4 (99)"
        Lineup (117) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2      Scott Feldman  CIN   P   6000  7.85     16.200000     8.401290
3       Caleb Joseph  BAL   C   2700  0.00      2.500000     5.000000
4          Wil Myers   SD  1B   4900  7.00      9.421053     8.597905
5  Yangervis Solarte   SD  2B   3800 11.00      6.368421     6.326404
6      Manny Machado  BAL  3B   4800  2.00      6.611111     6.146629
7           JJ Hardy  BAL  SS   3300  0.00      4.352941     5.851722
8         Adam Jones  BAL  OF   4500  0.00      8.888889     6.667647
9         Seth Smith  BAL  OF   3700  0.00     10.250000     6.627863
10       Jaff Decker  OAK  OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         5.7 1.19    NA 0.000 0.000
3          4         0.0 0.00     9 0.143 0.067
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     4 0.329 0.133
6         18         0.0 0.00     3 0.294 0.182
7         17         0.0 0.00     8 0.226 0.097
8         18         0.0 0.00     2 0.388 0.229
9          8         0.0 0.00     1 0.430 0.345
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: 53.85 (100)"
       Lineup (68) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14300 27.55     27.787500    10.081284
2      Danny Duffy   KC   P  10400 -4.70     22.025000     4.939045
3     Stephen Vogt  OAK   C   2900  0.00      4.083333     3.423404
4    Yonder Alonso  OAK  1B   2700  0.00      9.166667     7.432525
5       Jed Lowrie  OAK  2B   2600  3.00      6.750000     6.757712
6   Trevor Plouffe  OAK  3B   3200  5.00      6.625000     6.375735
7     Aledmys Diaz  STL  SS   3900  0.00      7.200000    10.489450
8    Manuel Margot   SD  OF   3700  3.00      7.055556     5.703170
9      Khris Davis  OAK  OF   3600  2.00      8.750000     7.334848
10    Jabari Blash   SD  OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          4         6.8 1.02    NA 0.000 0.000
3         12         0.0 0.00     5 0.275 0.149
4         12         0.0 0.00     6 0.397 0.271
5         16         0.0 0.00     3 0.355 0.141
6         16         0.0 0.00     7 0.306 0.194
7         15         0.0 0.00     2 0.308 0.222
8         18         0.0 0.00     1 0.343 0.195
9         16         0.0 0.00     4 0.415 0.365
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: NA (101)"
          Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2     Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3     Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4        Eric Hosmer   KC    1B   3900  3.00      4.294118     3.771020
5  Yangervis Solarte   SD    2B   3800 11.00      6.368421     6.326404
6     Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7        Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8       Lorenzo Cain   KC    OF   4000  6.00      8.000000     4.830459
9        Alex Gordon   KC    OF   3700  5.00      4.529412     3.874881
10     Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         16         0.0 0.00     2 0.373 0.063
9         17         0.0 0.00     5 0.229 0.041
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: NA (102)"
          Lineup (2) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD    P  14300 27.55     27.787500    10.081284
2     Erasmo Ramirez <NA> <NA>     NA    NA           NaN           NA
3      Austin Hedges   SD    C   2900  0.00      7.937500     8.917913
4          Wil Myers   SD   1B   4900  7.00      9.421053     8.597905
5  Yangervis Solarte   SD   2B   3800 11.00      6.368421     6.326404
6     Mike Moustakas   KC   3B   3200 21.00      9.000000     5.857277
7        Erick Aybar   SD   SS   2800  3.00      4.625000     4.787136
8       Bryce Harper  WSH   OF   6100 16.00     14.866667    13.579747
9       Lorenzo Cain   KC   OF   4000  6.00      8.000000     4.830459
10    Hunter Renfroe   SD   OF   3600  7.00      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     1 0.385 0.303
7         16         0.0 0.00     7 0.248 0.102
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     2 0.373 0.063
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: NA (103)"
         Lineup (6) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2    Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3    Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4  Paul Goldschmidt  ARI    1B   5000 33.00      9.750000     6.094648
5     Brandon Drury  ARI    2B   3600 11.00      6.000000     6.106891
6    Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7      Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8        AJ Pollock  ARI    OF   4300 28.00      9.611111     7.655363
9     Yasmany Tomas  ARI    OF   4000 10.00     10.062500     9.348574
10    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         20         0.0 0.00     3 0.387 0.200
5         18         0.0 0.00     5 0.307 0.077
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     2 0.358 0.145
8         18         0.0 0.00     1 0.345 0.171
9         16         0.0 0.00     4 0.392 0.303
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: NA (104)"
       Lineup (9) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Wei-Yin Chen <NA>  <NA>     NA   NA     13.066667    14.317501
2  Erasmo Ramirez <NA>  <NA>     NA   NA           NaN           NA
3   Austin Hedges   SD     C   2900    0      7.937500     8.917913
4  Ryan Zimmerman  WSH    1B   5000   11     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500   24      8.000000     9.964222
6  Anthony Rendon  WSH    3B   5000    7      5.000000     4.402796
7     Trea Turner  WSH OF/SS   5100   48      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100   16     14.866667    13.579747
9      AJ Pollock  ARI    OF   4300   28      9.611111     7.655363
10   Lorenzo Cain   KC    OF   4000    6      8.000000     4.830459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0          NA   NA    NA    NA    NA
3         16           0    0     6 0.300 0.333
4         13           0    0     4 0.503 0.409
5         15           0    0     5 0.366 0.205
6         14           0    0     6 0.282 0.029
7          6           0    0     2 0.244 0.094
8         15           0    0     3 0.543 0.409
9         18           0    0     1 0.345 0.171
10        16           0    0     2 0.373 0.063

[1] "Total fpts: NA (105)"
       Lineup (14) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Robert Gsellman <NA>  <NA>     NA   NA     11.033333    10.069550
2   Erasmo Ramirez <NA>  <NA>     NA   NA           NaN           NA
3   Salvador Perez   KC     C   3400    7      6.533333     6.446114
4   Ryan Zimmerman  WSH    1B   5000   11     12.615385     8.883866
5    Daniel Murphy  WSH    2B   5500   24      8.000000     9.964222
6       Joey Gallo  TEX    3B   3700   14      9.526316     8.946560
7      Trea Turner  WSH OF/SS   5100   48      7.000000     4.195235
8     Bryce Harper  WSH    OF   6100   16     14.866667    13.579747
9       Adam Eaton  WSH    OF   5300   14      9.533333     7.130084
10      Max Kepler  MIN    OF   4200    5      7.714286     7.497985
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0          NA   NA    NA    NA    NA
3         15           0    0     4 0.315 0.246
4         13           0    0     4 0.503 0.409
5         15           0    0     5 0.366 0.205
6         19           0    0     7 0.380 0.359
7          6           0    0     2 0.244 0.094
8         15           0    0     3 0.543 0.409
9         15           0    0     1 0.366 0.155
10        14           0    0     2 0.357 0.215

[1] "Total fpts: NA (106)"
       Lineup (15) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC     P  10400 -4.7    22.0250000     4.939045
2     Wei-Yin Chen <NA>  <NA>     NA   NA    13.0666667    14.317501
3   Salvador Perez   KC     C   3400  7.0     6.5333333     6.446114
4      Eric Hosmer   KC    1B   3900  3.0     4.2941176     3.771020
5  Christian Colon   KC 2B/SS   2700  3.0     0.6666667     1.154701
6   Mike Moustakas   KC    3B   3200 21.0     9.0000000     5.857277
7      Trea Turner  WSH OF/SS   5100 48.0     7.0000000     4.195235
8       Adam Eaton  WSH    OF   5300 14.0     9.5333333     7.130084
9       Max Kepler  MIN    OF   4200  5.0     7.7142857     7.497985
10    Lorenzo Cain   KC    OF   4000  6.0     8.0000000     4.830459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     1 0.366 0.155
9         14         0.0 0.00     2 0.357 0.215
10        16         0.0 0.00     2 0.373 0.063

[1] "Total fpts: NA (107)"
       Lineup (18) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA> <NA>     NA    NA           NaN           NA
3      Mike Zunino  SEA    C   2900 10.00      4.307692     3.376009
4      Eric Hosmer   KC   1B   3900  3.00      4.294118     3.771020
5    Robinson Cano  SEA   2B   4200  5.00      8.263158     8.102415
6   Mike Moustakas   KC   3B   3200 21.00      9.000000     5.857277
7      Jean Segura  SEA   SS   4200 26.00      9.714286     7.565586
8     Bryce Harper  WSH   OF   6100 16.00     14.866667    13.579747
9    Mitch Haniger  SEA   OF   3400  8.00     12.105263     7.078094
10    Jarrod Dyson  SEA   OF   2900  5.00      6.882353     4.136459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         13         0.0 0.00     8 0.228 0.077
4         17         0.0 0.00     3 0.232 0.055
5         19         0.0 0.00     3 0.344 0.167
6         14         0.0 0.00     1 0.385 0.303
7          7         0.0 0.00     1 0.329 0.094
8         15         0.0 0.00     3 0.543 0.409
9         19         0.0 0.00     2 0.437 0.269
10        17         0.0 0.00     9 0.268 0.046

[1] "Total fpts: NA (108)"
       Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3  Yasmani Grandal  LAD     C   3100  2.00      6.857143     8.065665
4  Adrian Gonzalez  LAD    1B   3400  7.00      5.866667     5.040786
5     Chris Taylor  LAD 2B/SS   2900  3.00     11.000000     1.414214
6    Justin Turner  LAD    3B   3300  8.00      8.000000     5.304086
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9    Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
10     Yasiel Puig  LAD    OF   3400  7.00      6.111111     8.152148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0 0.00     6 0.340 0.212
4         15         0.0 0.00     5 0.307 0.063
5          2         0.0 0.00     7 0.695 0.556
6         16         0.0 0.00     3 0.400 0.134
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     1 0.343 0.195
10        18         0.0 0.00     4 0.343 0.214

[1] "Total fpts: NA (109)"
       Lineup (21) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA> <NA>     NA    NA           NaN           NA
3   Salvador Perez   KC    C   3400  7.00      6.533333     6.446114
4        Joe Mauer  MIN   1B   4100 10.00      4.692308     2.056883
5     Brian Dozier  MIN   2B   5000  6.00      8.642857     5.062793
6      Miguel Sano  MIN   3B   4600 24.00      8.666667     8.085849
7    Jorge Polanco  MIN   SS   3800 11.00      7.357143     4.516758
8       Max Kepler  MIN   OF   4200  5.00      7.714286     7.497985
9   Hunter Renfroe   SD   OF   3600  7.00      5.736842     6.470807
10    Jabari Blash   SD   OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         14         0.0 0.00     2 0.357 0.215
9         19         0.0 0.00     5 0.297 0.175
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: NA (110)"
        Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2    Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3     Yadier Molina  STL     C   3300  8.00      5.133333     4.501851
4       Eric Hosmer   KC    1B   3900  3.00      4.294118     3.771020
5       Jedd Gyorko  STL 2B/3B   3400 13.00      9.272727     8.626597
6    Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7      Aledmys Diaz  STL    SS   3900  0.00      7.200000    10.489450
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9  Stephen Piscotty  STL    OF   3900 12.00      6.800000     7.636379
10       Matt Adams  STL    OF   3000  2.00      2.400000     2.509980
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     5 0.290 0.091
4         17         0.0 0.00     3 0.232 0.055
5         11         0.0 0.00     4 0.435 0.333
6         14         0.0 0.00     1 0.385 0.303
7         15         0.0 0.00     2 0.308 0.222
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     3 0.322 0.127
10         5         0.0 0.00     6 0.222 0.000

[1] "Total fpts: NA (111)"
      Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Wei-Yin Chen <NA>  <NA>     NA    NA     13.066667    14.317501
2  Patrick Corbin  ARI     P   5000 27.75     12.075000     9.579275
3    Jason Castro  MIN     C   3200  9.00      4.500000     5.797509
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6   Manny Machado  BAL    3B   4800  2.00      6.611111     6.146629
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Adam Eaton  WSH    OF   5300 14.00      9.533333     7.130084
10    Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          4         5.5 1.41    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         18         0.0 0.00     3 0.294 0.182
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     1 0.366 0.155
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: NA (112)"
       Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3     Jason Castro  MIN     C   3200  9.00      4.500000     5.797509
4    Kennys Vargas  MIN    1B   4000 19.00           NaN           NA
5     Brian Dozier  MIN    2B   5000  6.00      8.642857     5.062793
6   Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Eddie Rosario  MIN    OF   3900 10.00      5.500000     5.019194
9     Byron Buxton  MIN    OF   3900 17.00      3.000000     3.357488
10    Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         10         0.0 0.00     6 0.327 0.149
4          0         0.0 0.00     7 0.390 0.000
5         14         0.0 0.00     1 0.316 0.135
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         14         0.0 0.00     8 0.262 0.108
9         12         0.0 0.00     9 0.157 0.035
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: NA (113)"
         Lineup (29) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Danny Duffy   KC    P  10400 -4.7     22.025000     4.939045
2       Wei-Yin Chen <NA> <NA>     NA   NA     13.066667    14.317501
3      Austin Hedges   SD    C   2900  0.0      7.937500     8.917913
4   Paul Goldschmidt  ARI   1B   5000 33.0      9.750000     6.094648
5  Yangervis Solarte   SD   2B   3800 11.0      6.368421     6.326404
6        Miguel Sano  MIN   3B   4600 24.0      8.666667     8.085849
7        Erick Aybar   SD   SS   2800  3.0      4.625000     4.787136
8       Bryce Harper  WSH   OF   6100 16.0     14.866667    13.579747
9     Hunter Renfroe   SD   OF   3600  7.0      5.736842     6.470807
10      Jabari Blash   SD   OF   2600 18.0      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         20         0.0 0.00     3 0.387 0.200
5         19         0.0 0.00     4 0.329 0.133
6         15         0.0 0.00     3 0.397 0.307
7         16         0.0 0.00     7 0.248 0.102
8         15         0.0 0.00     3 0.543 0.409
9         19         0.0 0.00     5 0.297 0.175
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: NA (114)"
        Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2    Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3    Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4       Eric Hosmer   KC    1B   3900  3.00      4.294118     3.771020
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6      Todd Frazier  CWS    3B   4300 24.00      4.333333     5.744563
7   Alcides Escobar   KC    SS   3300  2.00      3.000000     3.500000
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9       Alex Gordon   KC    OF   3700  5.00      4.529412     3.874881
10  Jorge Bonifacio   KC    OF   3100  5.00      8.500000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5          0         0.0 0.00     2 0.000 0.000
6          9         0.0 0.00     4 0.209 0.119
7         17         0.0 0.00     7 0.205 0.061
8         15         0.0 0.00     3 0.543 0.409
9         17         0.0 0.00     5 0.229 0.041
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: NA (115)"
       Lineup (32) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Robert Gsellman <NA>  <NA>     NA   NA     11.033333    10.069550
2         Joe Ross  WSH     P   5300 -0.9           NaN           NA
3   Chris Iannetta  ARI     C   2800  0.0      7.714286     5.964179
4   Ryan Zimmerman  WSH    1B   5000 11.0     12.615385     8.883866
5    Daniel Murphy  WSH    2B   5500 24.0      8.000000     9.964222
6   Anthony Rendon  WSH    3B   5000  7.0      5.000000     4.402796
7      Trea Turner  WSH OF/SS   5100 48.0      7.000000     4.195235
8     Bryce Harper  WSH    OF   6100 16.0     14.866667    13.579747
9   Billy Hamilton  CIN    OF   4200  0.0      8.117647     6.333269
10   Yasmany Tomas  ARI    OF   4000 10.0     10.062500     9.348574
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          0           7    1    NA 0.000 0.000
3          7           0    0     7 0.379 0.233
4         13           0    0     4 0.503 0.409
5         15           0    0     5 0.366 0.205
6         14           0    0     6 0.282 0.029
7          6           0    0     2 0.244 0.094
8         15           0    0     3 0.543 0.409
9         17           0    0     1 0.238 0.040
10        16           0    0     4 0.392 0.303

[1] "Total fpts: NA (116)"
         Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2     Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3    Jonathan Lucroy  TEX     C   4100  3.00      4.846154     6.593509
4           Ryan Rua  TEX 1B/OF   2900  3.00      4.000000     5.446712
5  Yangervis Solarte   SD    2B   3800 11.00      6.368421     6.326404
6     Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7        Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8      Shin-Soo Choo  TEX    OF   4300  5.00      6.500000     7.108680
9       Carlos Gomez  TEX    OF   4000  2.00      6.210526     6.629722
10      Nomar Mazara  TEX    OF   3800  0.00      8.526316     9.680269
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         13         0.0 0.00     8 0.225 0.076
4          7         0.0 0.00     9 0.148 0.000
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     1 0.385 0.303
7          6         0.0 0.00     2 0.244 0.094
8         16         0.0 0.00     1 0.310 0.069
9         19         0.0 0.00     2 0.308 0.177
10        19         0.0 0.00     3 0.327 0.185

[1] "Total fpts: NA (117)"
      Lineup (39) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gerrit Cole  PIT     P   8500 30.55     10.216667    10.144005
2  Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3  Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4  Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7    Chris Owings  ARI OF/SS   3600 19.00      9.705882     9.802836
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9    Jayson Werth  WSH    OF   4800  0.00      5.250000     4.901299
10  Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.43    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7         17         0.0 0.00     2 0.358 0.145
8         15         0.0 0.00     3 0.543 0.409
9         12         0.0 0.00     7 0.352 0.196
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: NA (118)"
     Lineup (42) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Wei-Yin Chen <NA> <NA>     NA    NA     13.066667    14.317501
2     Wade Miley  BAL    P   6900 21.75     25.516667     9.973757
3   Jason Castro  MIN    C   3200  9.00      4.500000     5.797509
4      Joe Mauer  MIN   1B   4100 10.00      4.692308     2.056883
5  Daniel Murphy  WSH   2B   5500 24.00      8.000000     9.964222
6    Miguel Sano  MIN   3B   4600 24.00      8.666667     8.085849
7  Jorge Polanco  MIN   SS   3800 11.00      7.357143     4.516758
8   Bryce Harper  WSH   OF   6100 16.00     14.866667    13.579747
9     Max Kepler  MIN   OF   4200  5.00      7.714286     7.497985
10  Lorenzo Cain   KC   OF   4000  6.00      8.000000     4.830459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         6.3 0.84    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4         13         0.0 0.00     4 0.240 0.030
5         15         0.0 0.00     5 0.366 0.205
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         15         0.0 0.00     3 0.543 0.409
9         14         0.0 0.00     2 0.357 0.215
10        16         0.0 0.00     2 0.373 0.063

[1] "Total fpts: NA (119)"
      Lineup (43) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC     P  10400 -4.7     22.025000     4.939045
2  Erasmo Ramirez <NA>  <NA>     NA   NA           NaN           NA
3  Salvador Perez   KC     C   3400  7.0      6.533333     6.446114
4       Wil Myers   SD    1B   4900  7.0      9.421053     8.597905
5    Brian Dozier  MIN    2B   5000  6.0      8.642857     5.062793
6     Miguel Sano  MIN    3B   4600 24.0      8.666667     8.085849
7     Trea Turner  WSH OF/SS   5100 48.0      7.000000     4.195235
8      Max Kepler  MIN    OF   4200  5.0      7.714286     7.497985
9   Eddie Rosario  MIN    OF   3900 10.0      5.500000     5.019194
10   Byron Buxton  MIN    OF   3900 17.0      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         19         0.0 0.00     3 0.415 0.286
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7          6         0.0 0.00     2 0.244 0.094
8         14         0.0 0.00     2 0.357 0.215
9         14         0.0 0.00     8 0.262 0.108
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: NA (120)"
       Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3    Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4      Eric Thames  MIL    1B   4200 18.00     15.411765    10.295987
5  Jonathan Villar  MIL    2B   4600 16.00      7.684211     8.524818
6      Travis Shaw  MIL    3B   3600  9.00      9.833333     9.134614
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8       Ryan Braun  MIL    OF   5000  0.00     11.555556     8.226372
9  Domingo Santana  MIL    OF   3800  0.00      7.733333     5.762770
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     2 0.557 0.537
5         19         0.0 0.00     1 0.248 0.129
6         18         0.0 0.00     4 0.355 0.338
7          6         0.0 0.00     2 0.244 0.094
8         18         0.0 0.00     3 0.431 0.328
9         15         0.0 0.00     5 0.290 0.167
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: NA (121)"
        Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55    27.7875000    10.081284
2      Wei-Yin Chen <NA>  <NA>     NA    NA    13.0666667    14.317501
3     Austin Hedges   SD     C   2900  0.00     7.9375000     8.917913
4  Paul Goldschmidt  ARI    1B   5000 33.00     9.7500000     6.094648
5   Christian Colon   KC 2B/SS   2700  3.00     0.6666667     1.154701
6    Mike Moustakas   KC    3B   3200 21.00     9.0000000     5.857277
7   Alcides Escobar   KC    SS   3300  2.00     3.0000000     3.500000
8        AJ Pollock  ARI    OF   4300 28.00     9.6111111     7.655363
9      Brandon Moss   KC    OF   3600 16.00     4.6923077     5.391113
10  Jorge Bonifacio   KC    OF   3100  5.00     8.5000000    12.020815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         20         0.0 0.00     3 0.387 0.200
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     7 0.205 0.061
8         18         0.0 0.00     1 0.345 0.171
9         13         0.0 0.00     8 0.224 0.125
10         2         0.0 0.00     6 0.285 0.300

[1] "Total fpts: NA (122)"
       Lineup (47) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA> <NA>     NA    NA           NaN           NA
3   Salvador Perez   KC    C   3400  7.00      6.533333     6.446114
4      Mike Napoli  TEX   1B   4000  0.00      6.055556     6.072815
5     Rougned Odor  TEX   2B   4400  0.00      4.736842     5.140710
6       Joey Gallo  TEX   3B   3700 14.00      9.526316     8.946560
7     Elvis Andrus  TEX   SS   3900  0.00      7.944444     7.572957
8     Bryce Harper  WSH   OF   6100 16.00     14.866667    13.579747
9     Nomar Mazara  TEX   OF   3800  0.00      8.526316     9.680269
10     Jaff Decker  OAK   OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         18         0.0 0.00     4 0.266 0.169
5         19         0.0 0.00     5 0.256 0.177
6         19         0.0 0.00     7 0.380 0.359
7         18         0.0 0.00     6 0.323 0.195
8         15         0.0 0.00     3 0.543 0.409
9         19         0.0 0.00     3 0.327 0.185
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: NA (123)"
       Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Julio Teheran <NA>  <NA>     NA    NA    13.3375000    11.962537
2      Gerrit Cole  PIT     P   8500 30.55    10.2166667    10.144005
3   Salvador Perez   KC     C   3400  7.00     6.5333333     6.446114
4      Eric Hosmer   KC    1B   3900  3.00     4.2941176     3.771020
5  Christian Colon   KC 2B/SS   2700  3.00     0.6666667     1.154701
6   Mike Moustakas   KC    3B   3200 21.00     9.0000000     5.857277
7     Aledmys Diaz  STL    SS   3900  0.00     7.2000000    10.489450
8     Bryce Harper  WSH    OF   6100 16.00    14.8666667    13.579747
9     Lorenzo Cain   KC    OF   4000  6.00     8.0000000     4.830459
10   Manuel Margot   SD    OF   3700  3.00     7.0555556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4          NA   NA    NA    NA    NA
2          3         5.8 1.43    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     3 0.232 0.055
5          3         0.0 0.00     9 0.090 0.000
6         14         0.0 0.00     1 0.385 0.303
7         15         0.0 0.00     2 0.308 0.222
8         15         0.0 0.00     3 0.543 0.409
9         16         0.0 0.00     2 0.373 0.063
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: NA (124)"
       Lineup (52) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3    Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4       Joey Votto  CIN    1B   4900  3.00      9.947368     8.644033
5      Jose Peraza  CIN    2B   3900  6.00      6.588235     7.133187
6   Eugenio Suarez  CIN    3B   3700  6.00     11.294118     9.485283
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8      Adam Duvall  CIN    OF   4300 14.00      8.235294     9.724514
9   Billy Hamilton  CIN    OF   4200  0.00      8.117647     6.333269
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         19         0.0 0.00     3 0.367 0.315
5         17         0.0 0.00     2 0.232 0.038
6         17         0.0 0.00     5 0.466 0.343
7          6         0.0 0.00     2 0.244 0.094
8         17         0.0 0.00     4 0.311 0.250
9         17         0.0 0.00     1 0.238 0.040
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: NA (125)"
        Lineup (61) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
2    Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3     Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4     Mark Reynolds  COL    1B   4400 18.00     10.764706     9.410960
5       DJ LeMahieu  COL    2B   4700 19.00      6.058824     6.269675
6     Nolan Arenado  COL    3B   5400  7.00     10.166667     8.820097
7       Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9  Charlie Blackmon  COL    OF   5200 26.00     11.166667     7.469546
10  Carlos Gonzalez  COL    OF   4900 16.00      4.882353     4.357212
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.3 0.84    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     5 0.433 0.329
5         17         0.0 0.00     2 0.328 0.108
6         18         0.0 0.00     3 0.439 0.351
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     1 0.370 0.342
10        17         0.0 0.00     4 0.263 0.100

[1] "Total fpts: NA (126)"
       Lineup (64) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3    Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4    Anthony Rizzo  CHC    1B   4800  0.00     10.294118     7.506370
5      Ben Zobrist  CHC 2B/OF   3900  0.00      8.666667     6.651498
6      Kris Bryant  CHC    3B   4800 10.00      9.529412     8.818430
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8   Kyle Schwarber  CHC    OF   4200  0.00      7.812500     5.492040
9    Albert Almora  CHC    OF   3000  0.00      7.714286     5.822780
10    Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     3 0.400 0.227
5         12         0.0 0.00     4 0.321 0.143
6         17         0.0 0.00     2 0.346 0.167
7          6         0.0 0.00     2 0.244 0.094
8         16         0.0 0.00     1 0.357 0.181
9          7         0.0 0.00     8 0.367 0.182
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: NA (127)"
      Lineup (67) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Julio Teheran <NA> <NA>     NA   NA     13.337500    11.962537
2    Wei-Yin Chen <NA> <NA>     NA   NA     13.066667    14.317501
3  Salvador Perez   KC    C   3400    7      6.533333     6.446114
4     Eric Hosmer   KC   1B   3900    3      4.294118     3.771020
5    Brian Dozier  MIN   2B   5000    6      8.642857     5.062793
6  Mike Moustakas   KC   3B   3200   21      9.000000     5.857277
7   Jorge Polanco  MIN   SS   3800   11      7.357143     4.516758
8      AJ Pollock  ARI   OF   4300   28      9.611111     7.655363
9    Lorenzo Cain   KC   OF   4000    6      8.000000     4.830459
10    Alex Gordon   KC   OF   3700    5      4.529412     3.874881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4          NA   NA    NA    NA    NA
2          3          NA   NA    NA    NA    NA
3         15           0    0     4 0.315 0.246
4         17           0    0     3 0.232 0.055
5         14           0    0     1 0.316 0.135
6         14           0    0     1 0.385 0.303
7         14           0    0     5 0.320 0.113
8         18           0    0     1 0.345 0.171
9         16           0    0     2 0.373 0.063
10        17           0    0     5 0.229 0.041

[1] "Total fpts: NA (128)"
       Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3    Austin Hedges   SD     C   2900  0.00      7.937500     8.917913
4     Rickie Weeks   TB    1B   3200  7.00      5.500000     6.804410
5      Brad Miller   TB    2B   4300  4.00      8.000000     8.062258
6    Evan Longoria   TB    3B   4900  4.00      7.684211     6.700353
7      Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8     Steven Souza   TB    OF   4200  9.00      8.526316     7.144294
9  Kevin Kiermaier   TB    OF   4100  0.00      6.722222     7.536621
10    Jabari Blash   SD    OF   2600 18.00      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4          6         0.0 0.00     5 0.277 0.172
5         17         0.0 0.00     4 0.344 0.164
6         19         0.0 0.00     3 0.321 0.173
7          6         0.0 0.00     2 0.244 0.094
8         19         0.0 0.00     1 0.425 0.256
9         18         0.0 0.00     2 0.318 0.104
10         2         0.0 0.00     8 0.154 0.000

[1] "Total fpts: NA (129)"
       Lineup (82) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA> <NA>     NA    NA           NaN           NA
3   Salvador Perez   KC    C   3400  7.00      6.533333     6.446114
4       Jose Abreu  CWS   1B   4100  8.00      4.733333     5.650116
5    Daniel Murphy  WSH   2B   5500 24.00      8.000000     9.964222
6     Todd Frazier  CWS   3B   4300 24.00      4.333333     5.744563
7     Tim Anderson  CWS   SS   3500  9.00      6.357143     6.452276
8    Melky Cabrera  CWS   OF   3800  4.00      5.416667     4.399552
9    Manuel Margot   SD   OF   3700  3.00      7.055556     5.703170
10    Leury Garcia  CWS   OF   2600 17.00      5.727273     5.021771
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         15         0.0 0.00     3 0.255 0.044
5         15         0.0 0.00     5 0.366 0.205
6          9         0.0 0.00     4 0.209 0.119
7         14         0.0 0.00     1 0.237 0.069
8         12         0.0 0.00     2 0.295 0.073
9         18         0.0 0.00     1 0.343 0.195
10        11         0.0 0.00     9 0.328 0.175

[1] "Total fpts: NA (130)"
       Lineup (85) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Wei-Yin Chen <NA> <NA>     NA   NA     13.066667    14.317501
2  Robert Gsellman <NA> <NA>     NA   NA     11.033333    10.069550
3     Stephen Vogt  OAK    C   2900    0      4.083333     3.423404
4   Ryan Zimmerman  WSH   1B   5000   11     12.615385     8.883866
5    Daniel Murphy  WSH   2B   5500   24      8.000000     9.964222
6   Anthony Rendon  WSH   3B   5000    7      5.000000     4.402796
7     Aledmys Diaz  STL   SS   3900    0      7.200000    10.489450
8     Bryce Harper  WSH   OF   6100   16     14.866667    13.579747
9     Jayson Werth  WSH   OF   4800    0      5.250000     4.901299
10     Jaff Decker  OAK   OF   2000    5      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3          NA   NA    NA    NA    NA
3         12           0    0     5 0.275 0.149
4         13           0    0     4 0.503 0.409
5         15           0    0     5 0.366 0.205
6         14           0    0     6 0.282 0.029
7         15           0    0     2 0.308 0.222
8         15           0    0     3 0.543 0.409
9         12           0    0     7 0.352 0.196
10         6           0    0     1 0.358 0.136

[1] "Total fpts: NA (131)"
      Lineup (87) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Wei-Yin Chen <NA>  <NA>     NA    NA     13.066667    14.317501
2      Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3  Salvador Perez   KC     C   3400  7.00      6.533333     6.446114
4      Joey Votto  CIN    1B   4900  3.00      9.947368     8.644033
5     Jose Peraza  CIN    2B   3900  6.00      6.588235     7.133187
6  Eugenio Suarez  CIN    3B   3700  6.00     11.294118     9.485283
7     Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8    Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9     Adam Duvall  CIN    OF   4300 14.00      8.235294     9.724514
10 Scott Schebler  CIN    OF   3800  2.00      7.117647     8.076837
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         6.3 0.84    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         19         0.0 0.00     3 0.367 0.315
5         17         0.0 0.00     2 0.232 0.038
6         17         0.0 0.00     5 0.466 0.343
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         17         0.0 0.00     4 0.311 0.250
10        17         0.0 0.00     6 0.307 0.265

[1] "Total fpts: NA (132)"
       Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3     Tony Wolters  COL     C   3100 16.00      6.272727     5.293220
4    Mark Reynolds  COL    1B   4400 18.00     10.764706     9.410960
5     Chris Taylor  LAD 2B/SS   2900  3.00     11.000000     1.414214
6   Mike Moustakas   KC    3B   3200 21.00      9.000000     5.857277
7     Trevor Story  COL    SS   5000  5.00      8.176471     6.287242
8  Carlos Gonzalez  COL    OF   4900 16.00      4.882353     4.357212
9    Gerardo Parra  COL    OF   4000 14.00      8.500000     7.537784
10   Manuel Margot   SD    OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         11         0.0 0.00     8 0.364 0.054
4         17         0.0 0.00     5 0.433 0.329
5          2         0.0 0.00     7 0.695 0.556
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     7 0.293 0.232
8         17         0.0 0.00     4 0.263 0.100
9         12         0.0 0.00     6 0.362 0.135
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: NA (133)"
       Lineup (89) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR    P   8800 23.3     15.366667    10.700740
2  Robert Gsellman <NA> <NA>     NA   NA     11.033333    10.069550
3   Chris Iannetta  ARI    C   2800  0.0      7.714286     5.964179
4        Joe Mauer  MIN   1B   4100 10.0      4.692308     2.056883
5     Brian Dozier  MIN   2B   5000  6.0      8.642857     5.062793
6      Miguel Sano  MIN   3B   4600 24.0      8.666667     8.085849
7    Jorge Polanco  MIN   SS   3800 11.0      7.357143     4.516758
8     Bryce Harper  WSH   OF   6100 16.0     14.866667    13.579747
9       Max Kepler  MIN   OF   4200  5.0      7.714286     7.497985
10    Brandon Moss   KC   OF   3600 16.0      4.692308     5.391113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.17    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          7           0 0.00     7 0.379 0.233
4         13           0 0.00     4 0.240 0.030
5         14           0 0.00     1 0.316 0.135
6         15           0 0.00     3 0.397 0.307
7         14           0 0.00     5 0.320 0.113
8         15           0 0.00     3 0.543 0.409
9         14           0 0.00     2 0.357 0.215
10        13           0 0.00     8 0.224 0.125

[1] "Total fpts: NA (134)"
         Lineup (92) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran <NA> <NA>     NA    NA     13.337500    11.962537
2         Wade Miley  BAL    P   6900 21.75     25.516667     9.973757
3      Austin Hedges   SD    C   2900  0.00      7.937500     8.917913
4          Wil Myers   SD   1B   4900  7.00      9.421053     8.597905
5  Yangervis Solarte   SD   2B   3800 11.00      6.368421     6.326404
6      Manny Machado  BAL   3B   4800  2.00      6.611111     6.146629
7        Erick Aybar   SD   SS   2800  3.00      4.625000     4.787136
8         Mike Trout  LAA   OF   5300 16.00     10.833333     4.865847
9    Carlos Gonzalez  COL   OF   4900 16.00      4.882353     4.357212
10    Hunter Renfroe   SD   OF   3600  7.00      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4          NA   NA    NA    NA    NA
2          3         6.3 0.84    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     4 0.329 0.133
6         18         0.0 0.00     3 0.294 0.182
7         16         0.0 0.00     7 0.248 0.102
8         18         0.0 0.00     3 0.455 0.333
9         17         0.0 0.00     4 0.263 0.100
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: NA (135)"
        Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Wei-Yin Chen <NA>  <NA>     NA    NA     13.066667    14.317501
2        Wade Miley  BAL     P   6900 21.75     25.516667     9.973757
3  Martin Maldonado  LAA     C   2400  0.00      4.214286     3.423416
4     Albert Pujols  LAA    1B   4100  3.00      7.352941     6.855118
5     Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6     Yunel Escobar  LAA    3B   3200  0.00      6.647059     7.097017
7       Trea Turner  WSH OF/SS   5100 48.00      7.000000     4.195235
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9        Mike Trout  LAA    OF   5300 16.00     10.833333     4.865847
10     Kole Calhoun  LAA    OF   3800  5.00      5.588235     5.374230
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         6.3 0.84    NA 0.000 0.000
3         14         0.0 0.00     9 0.307 0.022
4         17         0.0 0.00     4 0.280 0.113
5         15         0.0 0.00     5 0.366 0.205
6         17         0.0 0.00     1 0.302 0.076
7          6         0.0 0.00     2 0.244 0.094
8         15         0.0 0.00     3 0.543 0.409
9         18         0.0 0.00     3 0.455 0.333
10        17         0.0 0.00     2 0.288 0.081

[1] "Total fpts: NA (136)"
       Lineup (98) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Wei-Yin Chen <NA>  <NA>     NA   NA     13.066667    14.317501
2    Michael Wacha  STL     P   6800 17.3     20.466667     4.202777
3   Salvador Perez   KC     C   3400  7.0      6.533333     6.446114
4    Mark Reynolds  COL    1B   4400 18.0     10.764706     9.410960
5      DJ LeMahieu  COL    2B   4700 19.0      6.058824     6.269675
6    Nolan Arenado  COL    3B   5400  7.0     10.166667     8.820097
7      Trea Turner  WSH OF/SS   5100 48.0      7.000000     4.195235
8  Carlos Gonzalez  COL    OF   4900 16.0      4.882353     4.357212
9    Gerardo Parra  COL    OF   4000 14.0      8.500000     7.537784
10   Manuel Margot   SD    OF   3700  3.0      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         6.2 1.13    NA 0.000 0.000
3         15         0.0 0.00     4 0.315 0.246
4         17         0.0 0.00     5 0.433 0.329
5         17         0.0 0.00     2 0.328 0.108
6         18         0.0 0.00     3 0.439 0.351
7          6         0.0 0.00     2 0.244 0.094
8         17         0.0 0.00     4 0.263 0.100
9         12         0.0 0.00     6 0.362 0.135
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: NA (137)"
        Lineup (100) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD    P  14300 27.55     27.787500    10.081284
2     Erasmo Ramirez <NA> <NA>     NA    NA           NaN           NA
3     Salvador Perez   KC    C   3400  7.00      6.533333     6.446114
4         Joey Votto  CIN   1B   4900  3.00      9.947368     8.644033
5  Yangervis Solarte   SD   2B   3800 11.00      6.368421     6.326404
6     Eugenio Suarez  CIN   3B   3700  6.00     11.294118     9.485283
7        Zack Cozart  CIN   SS   3600 10.00      9.875000     6.291529
8        Adam Duvall  CIN   OF   4300 14.00      8.235294     9.724514
9     Scott Schebler  CIN   OF   3800  2.00      7.117647     8.076837
10     Manuel Margot   SD   OF   3700  3.00      7.055556     5.703170
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0 0.00     4 0.315 0.246
4         19         0.0 0.00     3 0.367 0.315
5         19         0.0 0.00     4 0.329 0.133
6         17         0.0 0.00     5 0.466 0.343
7         16         0.0 0.00     7 0.481 0.298
8         17         0.0 0.00     4 0.311 0.250
9         17         0.0 0.00     6 0.307 0.265
10        18         0.0 0.00     1 0.343 0.195

[1] "Total fpts: NA (138)"
       Lineup (103) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marco Estrada  TOR     P   8800 23.3     15.366667    10.700740
2      Wei-Yin Chen <NA>  <NA>     NA   NA     13.066667    14.317501
3      Stephen Vogt  OAK     C   2900  0.0      4.083333     3.423404
4  Paul Goldschmidt  ARI    1B   5000 33.0      9.750000     6.094648
5     Brandon Drury  ARI    2B   3600 11.0      6.000000     6.106891
6     Manny Machado  BAL    3B   4800  2.0      6.611111     6.146629
7      Chris Owings  ARI OF/SS   3600 19.0      9.705882     9.802836
8        Adam Eaton  WSH    OF   5300 14.0      9.533333     7.130084
9        AJ Pollock  ARI    OF   4300 28.0      9.611111     7.655363
10    Yasmany Tomas  ARI    OF   4000 10.0     10.062500     9.348574
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.17    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         12           0 0.00     5 0.275 0.149
4         20           0 0.00     3 0.387 0.200
5         18           0 0.00     5 0.307 0.077
6         18           0 0.00     3 0.294 0.182
7         17           0 0.00     2 0.358 0.145
8         15           0 0.00     1 0.366 0.155
9         18           0 0.00     1 0.345 0.171
10        16           0 0.00     4 0.392 0.303

[1] "Total fpts: NA (139)"
        Lineup (109) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran <NA> <NA>     NA   NA     13.337500    11.962537
2      Marco Estrada  TOR    P   8800 23.3     15.366667    10.700740
3      Austin Hedges   SD    C   2900  0.0      7.937500     8.917913
4        Eric Thames  MIL   1B   4200 18.0     15.411765    10.295987
5  Yangervis Solarte   SD   2B   3800 11.0      6.368421     6.326404
6     Mike Moustakas   KC   3B   3200 21.0      9.000000     5.857277
7        Erick Aybar   SD   SS   2800  3.0      4.625000     4.787136
8         Adam Eaton  WSH   OF   5300 14.0      9.533333     7.130084
9     Hunter Renfroe   SD   OF   3600  7.0      5.736842     6.470807
10      Jabari Blash   SD   OF   2600 18.0      3.000000     1.414214
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4          NA   NA    NA    NA    NA
2          3           6 1.17    NA 0.000 0.000
3         16           0 0.00     6 0.300 0.333
4         17           0 0.00     2 0.557 0.537
5         19           0 0.00     4 0.329 0.133
6         14           0 0.00     1 0.385 0.303
7         16           0 0.00     7 0.248 0.102
8         15           0 0.00     1 0.366 0.155
9         19           0 0.00     5 0.297 0.175
10         2           0 0.00     8 0.154 0.000

[1] "Total fpts: NA (140)"
      Lineup (119) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR     P   8800 23.3     15.366667    10.700740
2  Robert Gsellman <NA>  <NA>     NA   NA     11.033333    10.069550
3    Austin Hedges   SD     C   2900  0.0      7.937500     8.917913
4    Kennys Vargas  MIN    1B   4000 19.0           NaN           NA
5     Brian Dozier  MIN    2B   5000  6.0      8.642857     5.062793
6   Anthony Rendon  WSH    3B   5000  7.0      5.000000     4.402796
7      Trea Turner  WSH OF/SS   5100 48.0      7.000000     4.195235
8       Max Kepler  MIN    OF   4200  5.0      7.714286     7.497985
9    Eddie Rosario  MIN    OF   3900 10.0      5.500000     5.019194
10    Byron Buxton  MIN    OF   3900 17.0      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3           6 1.17    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         16           0 0.00     6 0.300 0.333
4          0           0 0.00     7 0.390 0.000
5         14           0 0.00     1 0.316 0.135
6         14           0 0.00     6 0.282 0.029
7          6           0 0.00     2 0.244 0.094
8         14           0 0.00     2 0.357 0.215
9         14           0 0.00     8 0.262 0.108
10        12           0 0.00     9 0.157 0.035

[1] "Total fpts: NA (141)"
       Lineup (121) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2    Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3        Manny Pina  MIL     C   2900  8.00      9.300000     6.667500
4       Eric Hosmer   KC    1B   3900  3.00      4.294118     3.771020
5  Cory Spangenberg   SD 2B/3B   3500  3.00           NaN           NA
6       Travis Shaw  MIL    3B   3600  9.00      9.833333     9.134614
7      Hernan Perez  MIL OF/SS   3600 38.00      8.888889    11.666667
8      Bryce Harper  WSH    OF   6100 16.00     14.866667    13.579747
9      Keon Broxton  MIL    OF   3900 23.00      5.133333     6.631814
10  Domingo Santana  MIL    OF   3800  0.00      7.733333     5.762770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         10         0.0 0.00     6 0.482 0.220
4         17         0.0 0.00     3 0.232 0.055
5          0         0.0 0.00     2 0.000 0.000
6         18         0.0 0.00     4 0.355 0.338
7          9         0.0 0.00     7 0.309 0.209
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     8 0.232 0.125
10        15         0.0 0.00     5 0.290 0.167

[1] "Total fpts: NA (142)"
      Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14300 27.55     27.787500    10.081284
2   Erasmo Ramirez <NA>  <NA>     NA    NA           NaN           NA
3     Matt Wieters  WSH     C   4400  7.00      6.500000     7.379332
4   Ryan Zimmerman  WSH    1B   5000 11.00     12.615385     8.883866
5    Daniel Murphy  WSH    2B   5500 24.00      8.000000     9.964222
6   Anthony Rendon  WSH    3B   5000  7.00      5.000000     4.402796
7    Andrew Romine  DET OF/SS   2100 15.00      6.666667     7.921490
8     Jayson Werth  WSH    OF   4800  0.00      5.250000     4.901299
9       Matt Joyce  OAK    OF   2300  0.00      4.333333     5.662209
10     Jaff Decker  OAK    OF   2000  5.00      4.166667     2.926887
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         12         0.0 0.00     8 0.336 0.146
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7          9         0.0 0.00     9 0.282 0.167
8         12         0.0 0.00     7 0.352 0.196
9         12         0.0 0.00     8 0.226 0.085
10         6         0.0 0.00     1 0.358 0.136

[1] "Total fpts: NA (143)"
     Lineup (129) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Wei-Yin Chen <NA> <NA>     NA    NA     13.066667    14.317501
2   Scott Feldman  CIN    P   6000  7.85     16.200000     8.401290
3    Matt Wieters  WSH    C   4400  7.00      6.500000     7.379332
4  Ryan Zimmerman  WSH   1B   5000 11.00     12.615385     8.883866
5   Daniel Murphy  WSH   2B   5500 24.00      8.000000     9.964222
6  Anthony Rendon  WSH   3B   5000  7.00      5.000000     4.402796
7   Jorge Polanco  MIN   SS   3800 11.00      7.357143     4.516758
8    Jayson Werth  WSH   OF   4800  0.00      5.250000     4.901299
9      Max Kepler  MIN   OF   4200  5.00      7.714286     7.497985
10 Hunter Renfroe   SD   OF   3600  7.00      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          4         5.7 1.19    NA 0.000 0.000
3         12         0.0 0.00     8 0.336 0.146
4         13         0.0 0.00     4 0.503 0.409
5         15         0.0 0.00     5 0.366 0.205
6         14         0.0 0.00     6 0.282 0.029
7         14         0.0 0.00     5 0.320 0.113
8         12         0.0 0.00     7 0.352 0.196
9         14         0.0 0.00     2 0.357 0.215
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: NA (144)"
     Lineup (130) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Wei-Yin Chen <NA> <NA>     NA    NA     13.066667    14.317501
2      Wade Miley  BAL    P   6900 21.75     25.516667     9.973757
3    Jason Castro  MIN    C   3200  9.00      4.500000     5.797509
4   Kennys Vargas  MIN   1B   4000 19.00           NaN           NA
5    Brian Dozier  MIN   2B   5000  6.00      8.642857     5.062793
6  Anthony Rendon  WSH   3B   5000  7.00      5.000000     4.402796
7     Jean Segura  SEA   SS   4200 26.00      9.714286     7.565586
8    Bryce Harper  WSH   OF   6100 16.00     14.866667    13.579747
9   Eddie Rosario  MIN   OF   3900 10.00      5.500000     5.019194
10   Byron Buxton  MIN   OF   3900 17.00      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         6.3 0.84    NA 0.000 0.000
3         10         0.0 0.00     6 0.327 0.149
4          0         0.0 0.00     7 0.390 0.000
5         14         0.0 0.00     1 0.316 0.135
6         14         0.0 0.00     6 0.282 0.029
7          7         0.0 0.00     1 0.329 0.094
8         15         0.0 0.00     3 0.543 0.409
9         14         0.0 0.00     8 0.262 0.108
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: NA (145)"
        Lineup (132) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD    P  14300 27.55     27.787500    10.081284
2     Erasmo Ramirez <NA> <NA>     NA    NA           NaN           NA
3       Derek Norris   TB    C   3300  2.00      3.642857     4.430786
4     Logan Morrison   TB   1B   3900  4.00      8.266667     8.180697
5  Yangervis Solarte   SD   2B   3800 11.00      6.368421     6.326404
6     Mike Moustakas   KC   3B   3200 21.00      9.000000     5.857277
7        Tim Beckham   TB   SS   3500  5.00      5.705882     7.068988
8       Bryce Harper  WSH   OF   6100 16.00     14.866667    13.579747
9       Steven Souza   TB   OF   4200  9.00      8.526316     7.144294
10     Peter Bourjos   TB   OF   3300  5.00      4.000000     4.830459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.74    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0 0.00     8 0.180 0.018
4         15         0.0 0.00     6 0.353 0.206
5         19         0.0 0.00     4 0.329 0.133
6         14         0.0 0.00     1 0.385 0.303
7         17         0.0 0.00     7 0.288 0.136
8         15         0.0 0.00     3 0.543 0.409
9         19         0.0 0.00     1 0.425 0.256
10         4         0.0 0.00     9 0.252 0.125

[1] "Total fpts: NA (146)"
     Lineup (136) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC    P  10400 -4.7     22.025000     4.939045
2    Wei-Yin Chen <NA> <NA>     NA   NA     13.066667    14.317501
3  Chris Iannetta  ARI    C   2800  0.0      7.714286     5.964179
4       Joe Mauer  MIN   1B   4100 10.0      4.692308     2.056883
5    Brian Dozier  MIN   2B   5000  6.0      8.642857     5.062793
6     Miguel Sano  MIN   3B   4600 24.0      8.666667     8.085849
7   Taylor Motter  SEA   SS   3100 10.0     10.846154     9.599012
8      AJ Pollock  ARI   OF   4300 28.0      9.611111     7.655363
9      Max Kepler  MIN   OF   4200  5.0      7.714286     7.497985
10   Byron Buxton  MIN   OF   3900 17.0      3.000000     3.357488
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3          7         0.0 0.00     7 0.379 0.233
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         13         0.0 0.00     5 0.403 0.412
8         18         0.0 0.00     1 0.345 0.171
9         14         0.0 0.00     2 0.357 0.215
10        12         0.0 0.00     9 0.157 0.035

[1] "Total fpts: NA (147)"
      Lineup (138) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Wei-Yin Chen <NA>  <NA>     NA   NA     13.066667    14.317501
2    Michael Wacha  STL     P   6800 17.3     20.466667     4.202777
3    Austin Hedges   SD     C   2900  0.0      7.937500     8.917913
4    Anthony Rizzo  CHC    1B   4800  0.0     10.294118     7.506370
5      Ben Zobrist  CHC 2B/OF   3900  0.0      8.666667     6.651498
6      Kris Bryant  CHC    3B   4800 10.0      9.529412     8.818430
7  Addison Russell  CHC    SS   3400  7.0     10.062500     8.925385
8     Bryce Harper  WSH    OF   6100 16.0     14.866667    13.579747
9       Adam Eaton  WSH    OF   5300 14.0      9.533333     7.130084
10  Kyle Schwarber  CHC    OF   4200  0.0      7.812500     5.492040
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         6.2 1.13    NA 0.000 0.000
3         16         0.0 0.00     6 0.300 0.333
4         17         0.0 0.00     3 0.400 0.227
5         12         0.0 0.00     4 0.321 0.143
6         17         0.0 0.00     2 0.346 0.167
7         16         0.0 0.00     5 0.349 0.171
8         15         0.0 0.00     3 0.543 0.409
9         15         0.0 0.00     1 0.366 0.155
10        16         0.0 0.00     1 0.357 0.181

[1] "Total fpts: NA (148)"
        Lineup (140) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Felix Hernandez  SEA    P   9500 -4.3     15.216667     4.478932
2       Wei-Yin Chen <NA> <NA>     NA   NA     13.066667    14.317501
3      Austin Hedges   SD    C   2900  0.0      7.937500     8.917913
4          Wil Myers   SD   1B   4900  7.0      9.421053     8.597905
5  Yangervis Solarte   SD   2B   3800 11.0      6.368421     6.326404
6      Nolan Arenado  COL   3B   5400  7.0     10.166667     8.820097
7        Erick Aybar   SD   SS   2800  3.0      4.625000     4.787136
8     Billy Hamilton  CIN   OF   4200  0.0      8.117647     6.333269
9      Yasmany Tomas  ARI   OF   4000 10.0     10.062500     9.348574
10    Hunter Renfroe   SD   OF   3600  7.0      5.736842     6.470807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.2 1.38    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         16         0.0 0.00     6 0.300 0.333
4         19         0.0 0.00     3 0.415 0.286
5         19         0.0 0.00     4 0.329 0.133
6         18         0.0 0.00     3 0.439 0.351
7         16         0.0 0.00     7 0.248 0.102
8         17         0.0 0.00     1 0.238 0.040
9         16         0.0 0.00     4 0.392 0.303
10        19         0.0 0.00     5 0.297 0.175

[1] "Total fpts: NA (149)"
       Lineup (145) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P  10400 -4.7     22.025000     4.939045
2      Wei-Yin Chen <NA>  <NA>     NA   NA     13.066667    14.317501
3     Yadier Molina  STL     C   3300  8.0      5.133333     4.501851
4  Paul Goldschmidt  ARI    1B   5000 33.0      9.750000     6.094648
5       Jedd Gyorko  STL 2B/3B   3400 13.0      9.272727     8.626597
6    Anthony Rendon  WSH    3B   5000  7.0      5.000000     4.402796
7      Aledmys Diaz  STL    SS   3900  0.0      7.200000    10.489450
8  Stephen Piscotty  STL    OF   3900 12.0      6.800000     7.636379
9     Manuel Margot   SD    OF   3700  3.0      7.055556     5.703170
10       Matt Adams  STL    OF   3000  2.0      2.400000     2.509980
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 1.02    NA 0.000 0.000
2          3          NA   NA    NA    NA    NA
3         15         0.0 0.00     5 0.290 0.091
4         20         0.0 0.00     3 0.387 0.200
5         11         0.0 0.00     4 0.435 0.333
6         14         0.0 0.00     6 0.282 0.029
7         15         0.0 0.00     2 0.308 0.222
8         15         0.0 0.00     3 0.322 0.127
9         18         0.0 0.00     1 0.343 0.195
10         5         0.0 0.00     6 0.222 0.000

[1] "Total fpts: NA (150)"
     Lineup (148) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Wei-Yin Chen <NA> <NA>     NA   NA     13.066667    14.317501
2   Michael Wacha  STL    P   6800 17.3     20.466667     4.202777
3    Matt Wieters  WSH    C   4400  7.0      6.500000     7.379332
4       Joe Mauer  MIN   1B   4100 10.0      4.692308     2.056883
5    Brian Dozier  MIN   2B   5000  6.0      8.642857     5.062793
6     Miguel Sano  MIN   3B   4600 24.0      8.666667     8.085849
7   Jorge Polanco  MIN   SS   3800 11.0      7.357143     4.516758
8      Mike Trout  LAA   OF   5300 16.0     10.833333     4.865847
9  Billy Hamilton  CIN   OF   4200  0.0      8.117647     6.333269
10     Max Kepler  MIN   OF   4200  5.0      7.714286     7.497985
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3          NA   NA    NA    NA    NA
2          3         6.2 1.13    NA 0.000 0.000
3         12         0.0 0.00     8 0.336 0.146
4         13         0.0 0.00     4 0.240 0.030
5         14         0.0 0.00     1 0.316 0.135
6         15         0.0 0.00     3 0.397 0.307
7         14         0.0 0.00     5 0.320 0.113
8         18         0.0 0.00     3 0.455 0.333
9         17         0.0 0.00     1 0.238 0.040
10        14         0.0 0.00     2 0.357 0.215



***********************************************************************************************
Contest 9: 2017-04-26 $55.00entry_DK5YearAnniversary$55Special[$50KTop]
***********************************************************************************************
[1] "PnL: 55080"

[1] "Total fpts: 215.6 (1)"
        Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2     Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3  Robinson Chirinos  TEX   C   3100  7.00     15.166667    12.592326
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6         Joey Gallo  TEX  3B   3600 15.00      9.750000     8.765212
7       Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9      Shin-Soo Choo  TEX  OF   4200 33.00      6.411765     6.892558
10  Delino DeShields  TEX  OF   3500 30.00      2.400000     3.361547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7  0.8    NA 0.000 0.000
2          3         5.4  1.2    NA 0.000 0.000
3          6         0.0  0.0     8 0.625 0.722
4         18         0.0  0.0     3 0.384 0.215
5         16         0.0  0.0     5 0.384 0.217
6         20         0.0  0.0     7 0.391 0.388
7         19         0.0  0.0     2 0.311 0.188
8         16         0.0  0.0     3 0.544 0.400
9         17         0.0  0.0     9 0.316 0.066
10         5         0.0  0.0     1 0.171 0.000

[1] "Total fpts: 211.75 (2)"
         Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3  Robinson Chirinos  TEX     C   3100  7.00     15.166667    12.592326
4           Ryan Rua  TEX 1B/OF   2900 23.00      3.875000     5.055054
5   Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6         Joey Gallo  TEX    3B   3600 15.00      9.750000     8.765212
7        Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8       Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9      Shin-Soo Choo  TEX    OF   4200 33.00      6.411765     6.892558
10  Delino DeShields  TEX    OF   3500 30.00      2.400000     3.361547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4          8         0.0 0.00     6 0.163 0.000
5          0         0.0 0.00     2 0.180 0.000
6         20         0.0 0.00     7 0.391 0.388
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         17         0.0 0.00     9 0.316 0.066
10         5         0.0 0.00     1 0.171 0.000

[1] "Total fpts: 195 (3)"
          Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2    Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
3       Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6      Chase Headley  NYY  3B   3300 12.00      9.764706     6.796409
7        Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9         Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         17         0.0 0.00     2 0.430 0.226
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 180.5 (4)"
        Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2     Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
3      Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4  Paul Goldschmidt  ARI  1B   5000 26.00     10.857143     7.812079
5     Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6         Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7      Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8        AJ Pollock  ARI  OF   4200 20.00     10.578947     8.552555
9     David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
10    Yasmany Tomas  ARI  OF   3800  0.00     10.058824     9.051730
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         21         0.0 0.00     3 0.427 0.243
5         16         0.0 0.00     5 0.384 0.217
6         20         0.0 0.00     4 0.384 0.234
7         19         0.0 0.00     2 0.311 0.188
8         19         0.0 0.00     1 0.357 0.174
9         18         0.0 0.00     2 0.386 0.211
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 178.7 (5)"
          Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2      Trevor Cahill   SD   P   4200 12.95     20.616667     5.832095
3  Robinson Chirinos  TEX   C   3100  7.00     15.166667    12.592326
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9        Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10 Andrew Benintendi  BOS  OF   3600  4.00      8.133333     6.566872
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         6.1 0.98    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     4 0.394 0.230
10        15         0.0 0.00     2 0.384 0.097

[1] "Total fpts: 174.75 (6)"
      Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2    James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3    Stephen Vogt  OAK   C   2900  3.00      3.769231     3.467801
4   Yonder Alonso  OAK  1B   2600 21.00      8.461538     7.556624
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6  Trevor Plouffe  OAK  3B   3200  4.00      6.529412     6.185847
7     Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Khris Davis  OAK  OF   3600  9.00      8.352941     7.288185
10     Matt Joyce  OAK  OF   2300 21.00      4.000000     5.552777
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         13         0.0 0.00     5 0.259 0.140
4         13         0.0 0.00     6 0.369 0.250
5         16         0.0 0.00     5 0.384 0.217
6         17         0.0 0.00     7 0.312 0.185
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         17         0.0 0.00     4 0.403 0.349
10        13         0.0 0.00     8 0.210 0.078

[1] "Total fpts: 166.75 (7)"
        Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2      James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3     Tyler Flowers  ATL     C   2800 18.00      5.777778     3.767552
4   Freddie Freeman  ATL    1B   4300 10.00     12.764706    12.537591
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Adonis Garcia  ATL    3B   3200  8.00      5.062500     5.615084
7       Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9         Matt Kemp  ATL    OF   3800 10.00     10.857143    11.509830
10    Nick Markakis  ATL    OF   3400 17.00      6.235294     4.451536
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3          9         0.0 0.00     7 0.365 0.029
4         17         0.0 0.00     3 0.533 0.429
5          0         0.0 0.00     2 0.180 0.000
6         16         0.0 0.00     6 0.233 0.105
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9          7         0.0 0.00     4 0.445 0.394
10        17         0.0 0.00     5 0.330 0.132

[1] "Total fpts: 164.15 (8)"
      Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Alex Wood  LAD   P   7400 22.30     10.175000    0.1767767
2    Tanner Roark  WSH   P   6000 13.85     15.325000    4.3570824
3    James McCann  DET   C   2700  3.00      7.666667    9.7724101
4  Ryan Zimmerman  WSH  1B   4900 26.00     12.500000    8.5462542
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000   10.4243305
6  Trevor Plouffe  OAK  3B   3200  4.00      6.529412    6.1858472
7     Trea Turner  WSH  SS   5400 28.00     12.857143   15.9627543
8    Bryce Harper  WSH  OF   6100 22.00     14.937500   13.1223410
9      Adam Eaton  WSH  OF   5200  9.00      9.812500    6.9782400
10  Manuel Margot   SD  OF   3700 13.00      6.842105    5.6200352
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         3.4 1.10    NA 0.000 0.000
2          4         6.2 1.01    NA 0.000 0.000
3          9         0.0 0.00     7 0.344 0.333
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         17         0.0 0.00     7 0.312 0.185
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 162.6 (9)"
         Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY     P   7600 28.75     25.133333    12.355397
2       Wei-Yin Chen  MIA     P   7100  3.85     13.066667    14.317501
3  Willson Contreras  CHC     C   3300  3.00      7.769231     9.756655
4     Ryan Zimmerman  WSH    1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH    2B   5300 23.00      9.000000    10.424331
6    Eduardo Escobar  MIN 3B/SS   3000 16.00      3.857143     3.387653
7        Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8       Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9         Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
10       Jaff Decker  OAK    OF   2000  3.00      4.285714     2.690371
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7 0.80    NA 0.000 0.000
2          3         5.3 1.06    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6          7         0.0 0.00     6 0.323 0.133
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10         7         0.0 0.00     1 0.353 0.120

[1] "Total fpts: 159 (10)"
      Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2       Alex Cobb   TB   P   6400  7.25     11.900000    10.899006
3    Stephen Vogt  OAK   C   2900  3.00      3.769231     3.467801
4  Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6  Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7     Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9  Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
10  Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7 0.80    NA 0.000 0.000
2          4         6.0 1.42    NA 0.000 0.000
3         13         0.0 0.00     5 0.259 0.140
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     5 0.297 0.179
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 158.5 (11)"
      Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2    Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
3     Derek Norris   TB   C   3200  5.00      3.533333     4.290632
4    Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6    Evan Longoria   TB  3B   4700  3.00      7.500000     6.573471
7      Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8  Corey Dickerson   TB  OF   4100  3.00      9.437500     6.376715
9  Kevin Kiermaier   TB  OF   4000  4.00      6.368421     7.484878
10  Shane Peterson   TB  OF   2500  4.00      6.500000     2.664583
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         15         0.0 0.00     9 0.169 0.017
4         18         0.0 0.00     3 0.384 0.215
5         16         0.0 0.00     5 0.384 0.217
6         20         0.0 0.00     3 0.323 0.169
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     1 0.415 0.311
9         19         0.0 0.00     2 0.301 0.098
10         6         0.0 0.00     8 0.364 0.185

[1] "Total fpts: 157.75 (12)"
        Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2      James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3     Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4       Mike Napoli  TEX  1B   3900  0.00      5.736842     6.063022
5      Rougned Odor  TEX  2B   4300 16.00      4.500000     5.114479
6         Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7      Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8      Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9      Carlos Gomez  TEX  OF   3900 17.00      6.000000     6.521220
10 Delino DeShields  TEX  OF   3500 30.00      2.400000     3.361547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         19         0.0 0.00     4 0.253 0.160
5         20         0.0 0.00     5 0.247 0.171
6         20         0.0 0.00     4 0.384 0.234
7         19         0.0 0.00     2 0.311 0.188
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     3 0.306 0.175
10         5         0.0 0.00     1 0.171 0.000

[1] "Total fpts: 155.65 (13)"
        Lineup (103) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3  Robinson Chirinos  TEX   C   3100  7.00     15.166667    12.592326
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6          Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7       Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8      Shin-Soo Choo  TEX  OF   4200 33.00      6.411765     6.892558
9       Carlos Gomez  TEX  OF   3900 17.00      6.000000     6.521220
10  Delino DeShields  TEX  OF   3500 30.00      2.400000     3.361547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         20         0.0 0.00     3 0.406 0.281
5         16         0.0 0.00     5 0.384 0.217
6         20         0.0 0.00     4 0.384 0.234
7         19         0.0 0.00     2 0.311 0.188
8         17         0.0 0.00     9 0.316 0.066
9         20         0.0 0.00     3 0.306 0.175
10         5         0.0 0.00     1 0.171 0.000

[1] "Total fpts: 154.95 (14)"
         Lineup (36) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Sean Manaea  OAK   P   7600 -1.90     16.712500     5.834149
2       Tanner Roark  WSH   P   6000 13.85     15.325000     4.357082
3  Willson Contreras  CHC   C   3300  3.00      7.769231     9.756655
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9         AJ Pollock  ARI  OF   4200 20.00     10.578947     8.552555
10        Matt Joyce  OAK  OF   2300 21.00      4.000000     5.552777
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.6 1.12    NA 0.000 0.000
2          4         6.2 1.01    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     1 0.357 0.174
10        13         0.0 0.00     8 0.210 0.078

[1] "Total fpts: 154.75 (15)"
       Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2      James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3      Cameron Rupp  PHI     C   3300  0.00      5.363636     5.162804
4      Tommy Joseph  PHI    1B   3900  5.00      4.846154     5.014083
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Maikel Franco  PHI    3B   4100 26.00      7.800000     7.710846
7     Freddy Galvis  PHI    SS   3500 17.00      5.733333     5.509299
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9  Michael Saunders  PHI    OF   3700 18.00      6.818182     7.345995
10    Manuel Margot   SD    OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         11         0.0 0.00     7 0.296 0.163
4         13         0.0 0.00     5 0.242 0.091
5          0         0.0 0.00     2 0.180 0.000
6         15         0.0 0.00     4 0.252 0.157
7         15         0.0 0.00     8 0.272 0.167
8         16         0.0 0.00     3 0.544 0.400
9         11         0.0 0.00     6 0.290 0.103
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 152.55 (16)"
          Lineup (3) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2      Tyler Glasnow  PIT   P   6300  2.90      5.100000    12.789156
3       James McCann  DET   C   2700  3.00      7.666667     9.772410
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9      David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3          9         0.0 0.00     7 0.344 0.333
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     2 0.386 0.211
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 150.2 (17)"
       Lineup (100) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
2      James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3  Martin Maldonado  LAA   C   2300  9.00      3.933333     3.473711
4         Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5     Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Yunel Escobar  LAA  3B   3000  0.00      6.277778     7.061124
7       Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8        Mike Trout  LAA  OF   5100 10.00     11.105263     4.875047
9      Kole Calhoun  LAA  OF   3600 11.00      5.555556     5.215613
10   Cameron Maybin  LAA  OF   3500 17.00      6.500000     4.292211
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         15         0.0 0.00     9 0.285 0.021
4         20         0.0 0.00     3 0.406 0.281
5         16         0.0 0.00     5 0.384 0.217
6         18         0.0 0.00     1 0.286 0.071
7          7         0.0 0.00     2 0.351 0.237
8         19         0.0 0.00     3 0.464 0.358
9         18         0.0 0.00     2 0.282 0.076
10        14         0.0 0.00     8 0.268 0.088

[1] "Total fpts: 149.9 (18)"
         Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   7800 12.65      21.91250     9.586916
2          Alex Cobb   TB   P   6400  7.25      11.90000    10.899006
3  Robinson Chirinos  TEX   C   3100  7.00      15.16667    12.592326
4     Ryan Zimmerman  WSH  1B   4900 26.00      12.50000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00       9.00000    10.424331
6      Justin Turner  LAD  3B   3200 11.00       8.00000     5.135660
7        Trea Turner  WSH  SS   5400 28.00      12.85714    15.962754
8       Bryce Harper  WSH  OF   6100 22.00      14.93750    13.122341
9         Adam Eaton  WSH  OF   5200  9.00       9.81250     6.978240
10      Jabari Blash   SD  OF   2600  4.00       8.00000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          4         6.0 1.42    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         17         0.0 0.00     3 0.402 0.127
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 149 (19)"
       Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2  Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
3      Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4   Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7    Jorge Polanco  MIN  SS   3700  0.00      7.600000     4.452928
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10   David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         15         0.0 0.00     2 0.325 0.121
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     7 0.328 0.182
10        18         0.0 0.00     2 0.386 0.211

[1] "Total fpts: 148.95 (20)"
       Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2   Trevor Cahill   SD   P   4200 12.95     20.616667     5.832095
3     Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4  Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Yunel Escobar  LAA  3B   3000  0.00      6.277778     7.061124
7     Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9      Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
10 Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         6.1 0.98    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         18         0.0 0.00     1 0.286 0.071
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 148.6 (21)"
         Lineup (90) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2     Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3       Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6        Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7    Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
10           Jon Jay  CHC  OF   2800 12.00      5.200000     6.220932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7  0.8    NA 0.000 0.000
2          3         5.4  1.2    NA 0.000 0.000
3         14         0.0  0.0     4 0.404 0.100
4         18         0.0  0.0     3 0.384 0.215
5         20         0.0  0.0     4 0.345 0.127
6         18         0.0  0.0     2 0.349 0.161
7         17         0.0  0.0     4 0.351 0.177
8         16         0.0  0.0     3 0.544 0.400
9         17         0.0  0.0     1 0.341 0.171
10         5         0.0  0.0     9 0.370 0.069

[1] "Total fpts: 148.3 (22)"
        Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
3        Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Robinson Cano  SEA  2B   4100  9.00      8.100000     7.919995
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8      Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
9       Jarrod Dyson  SEA  OF   2900 18.00      6.777778     4.037407
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         14         0.0 0.00     4 0.496 0.400
5         20         0.0 0.00     3 0.331 0.157
6         19         0.0 0.00     3 0.438 0.351
7          8         0.0 0.00     1 0.372 0.158
8         19         0.0 0.00     1 0.334 0.184
9         18         0.0 0.00     9 0.272 0.043
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 146.95 (23)"
         Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2    Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9       Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7 0.80    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          8         0.0 0.00     1 0.372 0.158
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     7 0.328 0.182
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 142.55 (24)"
         Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5      Robinson Cano  SEA  2B   4100  9.00      8.100000     7.919995
6      Chase Headley  NYY  3B   3300 12.00      9.764706     6.796409
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8        Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
9       Jarrod Dyson  SEA  OF   2900 18.00      6.777778     4.037407
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.5 1.04    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         18         0.0 0.00     3 0.384 0.215
5         20         0.0 0.00     3 0.331 0.157
6         17         0.0 0.00     2 0.430 0.226
7          8         0.0 0.00     1 0.372 0.158
8         20         0.0 0.00     4 0.394 0.230
9         18         0.0 0.00     9 0.272 0.043
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 142.55 (25)"
       Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2     Tyler Glasnow  PIT   P   6300  2.90      5.100000    12.789156
3      Cameron Rupp  PHI   C   3300  0.00      5.363636     5.162804
4      Tommy Joseph  PHI  1B   3900  5.00      4.846154     5.014083
5     Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Maikel Franco  PHI  3B   4100 26.00      7.800000     7.710846
7       Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8      Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9    Odubel Herrera  PHI  OF   4100  5.00      7.571429     4.602914
10 Michael Saunders  PHI  OF   3700 18.00      6.818182     7.345995
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         11         0.0 0.00     7 0.296 0.163
4         13         0.0 0.00     5 0.242 0.091
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     4 0.252 0.157
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     3 0.344 0.136
10        11         0.0 0.00     6 0.290 0.103

[1] "Total fpts: 142.25 (26)"
        Lineup (1) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2  Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
3    Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4   Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9    Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10     Jaff Decker  OAK  OF   2000  3.00      4.285714     2.690371
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     1 0.334 0.184
10         7         0.0 0.00     1 0.353 0.120

[1] "Total fpts: 141.75 (27)"
      Lineup (19) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2    James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3     Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4  Danny Valencia  SEA  1B   3100 15.00      3.500000     3.425395
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6  Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7   Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10      Ben Gamel  SEA  OF   2800  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         16         0.0 0.00     6 0.252 0.125
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     4 0.394 0.230
10         0         0.0 0.00     7 0.000 0.000

[1] "Total fpts: 140.95 (28)"
        Lineup (22) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2   Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3      Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4  Paul Goldschmidt  ARI  1B   5000 26.00     10.857143     7.812079
5     Brandon Drury  ARI  2B   3400  7.00      6.263158     6.044668
6         Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7       Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8      Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
10    Yasmany Tomas  ARI  OF   3800  0.00     10.058824     9.051730
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         21         0.0 0.00     3 0.427 0.243
5         19         0.0 0.00     6 0.327 0.086
6         20         0.0 0.00     4 0.384 0.234
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     2 0.386 0.211
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 139.95 (29)"
      Lineup (21) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Sean Manaea  OAK     P   7600 -1.90     16.712500     5.834149
2  Matt Shoemaker  LAA     P   7500 17.85      7.733333    12.071696
3     Jeff Mathis  ARI     C   2200  0.00      2.909091     5.448937
4  Ryan Zimmerman  WSH    1B   4900 26.00     12.500000     8.546254
5   Daniel Murphy  WSH    2B   5300 23.00      9.000000    10.424331
6   Ryan Flaherty  BAL 3B/SS   2700  9.00           NaN           NA
7     Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8    Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9      Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
10  Jason Heyward  CHC    OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.6 1.12    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         11         0.0 0.00     8 0.160 0.100
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6          0         0.0 0.00     9 0.150 0.000
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 139.75 (30)"
       Lineup (42) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2     James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3     Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4    Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6      Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7  Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8   Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
9    Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10         Jon Jay  CHC  OF   2800 12.00      5.200000     6.220932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         18         0.0 0.00     3 0.384 0.215
5         16         0.0 0.00     5 0.384 0.217
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         17         0.0 0.00     1 0.341 0.171
9         19         0.0 0.00     1 0.334 0.184
10         5         0.0 0.00     9 0.370 0.069

[1] "Total fpts: 139.55 (31)"
          Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           Alex Wood  LAD   P   7400 22.30     10.175000    0.1767767
2           Alex Cobb   TB   P   6400  7.25     11.900000   10.8990061
3  Francisco Cervelli  PIT   C   2900  9.00      4.714286    3.6464645
4      Ryan Zimmerman  WSH  1B   4900 26.00     12.500000    8.5462542
5       Daniel Murphy  WSH  2B   5300 23.00      9.000000   10.4243305
6      Anthony Rendon  WSH  3B   4800  0.00      5.133333    4.2739521
7     Addison Russell  CHC  SS   3300  0.00      9.882353    8.6738281
8        Bryce Harper  WSH  OF   6100 22.00     14.937500   13.1223410
9        Jayson Werth  WSH  OF   4600  9.00      4.846154    4.9133518
10        Nelson Cruz  SEA  OF   4200 21.00      9.450000    8.2810818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         3.4 1.10    NA 0.000 0.000
2          4         6.0 1.42    NA 0.000 0.000
3         14         0.0 0.00     5 0.275 0.175
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     7 0.328 0.182
10        20         0.0 0.00     4 0.394 0.230

[1] "Total fpts: 139.15 (32)"
        Lineup (14) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA   P   7500 17.85      7.733333   12.0716955
2         Alex Wood  LAD   P   7400 22.30     10.175000    0.1767767
3     Austin Romine  NYY   C   2800  0.00      7.100000    5.7435955
4    Ryan Zimmerman  WSH  1B   4900 26.00     12.500000    8.5462542
5     Daniel Murphy  WSH  2B   5300 23.00      9.000000   10.4243305
6    Anthony Rendon  WSH  3B   4800  0.00      5.133333    4.2739521
7       Trea Turner  WSH  SS   5400 28.00     12.857143   15.9627543
8      Bryce Harper  WSH  OF   6100 22.00     14.937500   13.1223410
9  Michael Conforto  NYM  OF   3200  0.00     12.375000    8.8952234
10    Mikie Mahtook  DET  OF   2600  0.00      3.500000    3.8729833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.4  1.2    NA 0.000 0.000
2          2         3.4  1.1    NA 0.000 0.000
3         10         0.0  0.0     8 0.367 0.135
4         14         0.0  0.0     4 0.496 0.400
5         16         0.0  0.0     5 0.384 0.217
6         15         0.0  0.0     6 0.285 0.027
7          7         0.0  0.0     2 0.351 0.237
8         16         0.0  0.0     3 0.544 0.400
9          8         0.0  0.0     1 0.468 0.361
10         4         0.0  0.0     2 0.314 0.167

[1] "Total fpts: 138.5 (33)"
      Lineup (24) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2    Wei-Yin Chen  MIA   P   7100  3.85     13.066667    14.317501
3    Stephen Vogt  OAK   C   2900  3.00      3.769231     3.467801
4  Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6  Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7     Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9    Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10  Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         5.3 1.06    NA 0.000 0.000
3         13         0.0 0.00     5 0.259 0.140
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     7 0.250 0.097
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     7 0.328 0.182
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 138.2 (34)"
         Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6          Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
10      Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         18         0.0 0.00     3 0.384 0.215
5         20         0.0 0.00     4 0.345 0.127
6         20         0.0 0.00     4 0.384 0.234
7         17         0.0 0.00     7 0.250 0.097
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     5 0.297 0.179
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 137.85 (35)"
         Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Johnny Cueto   SF   P  11100 12.10     13.900000    13.567731
2       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4   Paul Goldschmidt  ARI  1B   5000 26.00     10.857143     7.812079
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8     Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
9     Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
10      Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.38    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         21         0.0 0.00     3 0.427 0.243
5         20         0.0 0.00     4 0.345 0.127
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     7 0.250 0.097
8         17         0.0 0.00     1 0.341 0.171
9         20         0.0 0.00     5 0.297 0.179
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 136.65 (36)"
         Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3     Austin Hedges   SD     C   3000  5.00      7.470588     8.846734
4  Paul Goldschmidt  ARI    1B   5000 26.00     10.857143     7.812079
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6         Jake Lamb  ARI    3B   3900 10.00     10.050000     6.939399
7       Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8        AJ Pollock  ARI    OF   4200 20.00     10.578947     8.552555
9     David Peralta  ARI    OF   4100 16.00      9.555556     9.763210
10    Yasmany Tomas  ARI    OF   3800  0.00     10.058824     9.051730
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         21         0.0 0.00     3 0.427 0.243
5          0         0.0 0.00     2 0.180 0.000
6         20         0.0 0.00     4 0.384 0.234
7          7         0.0 0.00     2 0.351 0.237
8         19         0.0 0.00     1 0.357 0.174
9         18         0.0 0.00     2 0.386 0.211
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 136.2 (37)"
         Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
2       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3        JT Realmuto  MIA   C   3600  8.00      7.285714     6.615001
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6        Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7    Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8         Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
9     Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
10     Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         18         0.0 0.00     3 0.384 0.215
5         20         0.0 0.00     4 0.345 0.127
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     1 0.362 0.143
9         17         0.0 0.00     1 0.341 0.171
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 135.75 (38)"
         Lineup (27) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3        Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5      Robinson Cano  SEA  2B   4100  9.00      8.100000     7.919995
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9       Jarrod Dyson  SEA  OF   2900 18.00      6.777778     4.037407
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     3 0.331 0.157
6         15         0.0 0.00     6 0.285 0.027
7          8         0.0 0.00     1 0.372 0.158
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     9 0.272 0.043
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 135.75 (39)"
       Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2     James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3  Yasmani Grandal  LAD   C   3000  7.00      6.533333     7.872798
4  Adrian Gonzalez  LAD  1B   3300  2.00      5.937500     4.878097
5      Chase Utley  LAD  2B   3000  5.00      1.666667     2.658320
6    Justin Turner  LAD  3B   3200 11.00      8.000000     5.135660
7      Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9       Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
10     Yasiel Puig  LAD  OF   3300  8.00      6.157895     7.925088
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         15         0.0 0.00     5 0.331 0.200
4         16         0.0 0.00     4 0.307 0.074
5          6         0.0 0.00     7 0.115 0.000
6         17         0.0 0.00     3 0.402 0.127
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        19         0.0 0.00     6 0.346 0.206

[1] "Total fpts: 134.85 (40)"
         Lineup (63) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Johnny Cueto   SF   P  11100 12.10     13.900000    13.567731
2      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6          Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8    Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
9        Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10    Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.38    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     4 0.345 0.127
6         20         0.0 0.00     4 0.384 0.234
7         17         0.0 0.00     7 0.250 0.097
8         18         0.0 0.00     4 0.274 0.137
9         20         0.0 0.00     4 0.394 0.230
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 134.65 (41)"
      Lineup (31) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2   Tyler Glasnow  PIT   P   6300  2.90      5.100000    12.789156
3    Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4  Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6  Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7    Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8      Mike Trout  LAA  OF   5100 10.00     11.105263     4.875047
9    Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10  Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         19         0.0 0.00     2 0.311 0.188
8         19         0.0 0.00     3 0.464 0.358
9         13         0.0 0.00     7 0.328 0.182
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 134.4 (42)"
      Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
2   Trevor Cahill   SD   P   4200 12.95     20.616667     5.832095
3    Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4  Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6  Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7    Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9    Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10 Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          3         6.1 0.98    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         19         0.0 0.00     2 0.311 0.188
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     7 0.328 0.182
10        17         0.0 0.00     1 0.341 0.171

[1] "Total fpts: 133.95 (43)"
      Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     James Paxton  SEA     P   8200 34.75     25.450000    12.490063
2  Robert Gsellman  NYM     P   6700 -4.80     11.033333    10.069550
3    Chris Gimenez  MIN     C   3000  2.00      5.600000     4.037326
4    Kennys Vargas  MIN    1B   4000  5.00     13.000000     8.485281
5    Daniel Murphy  WSH    2B   5300 23.00      9.000000    10.424331
6  Eduardo Escobar  MIN 3B/SS   3000 16.00      3.857143     3.387653
7      Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8     Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9  Robbie Grossman  MIN    OF   4000  3.00      8.846154     6.108002
10   Eddie Rosario  MIN    OF   3800  5.00      5.800000     4.974219
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          5         0.0 0.00     7 0.303 0.095
4          2         0.0 0.00     5 0.472 0.333
5         16         0.0 0.00     5 0.384 0.217
6          7         0.0 0.00     6 0.323 0.133
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     4 0.399 0.135
10        15         0.0 0.00     8 0.277 0.116

[1] "Total fpts: 133.85 (44)"
          Lineup (79) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
2       Daniel Norris  DET   P   6900  2.40     15.075000    12.480435
3  Francisco Cervelli  PIT   C   2900  9.00      4.714286     3.646464
4      Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5       Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6      Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7         Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8        Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9        Andrew Toles  LAD  OF   2600  2.00      8.000000     7.648529
10     Shane Peterson   TB  OF   2500  4.00      6.500000     2.664583
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          2         5.7 1.53    NA 0.000 0.000
3         14         0.0 0.00     5 0.275 0.175
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9          9         0.0 0.00     8 0.284 0.173
10         6         0.0 0.00     8 0.364 0.185

[1] "Total fpts: 133.6 (45)"
         Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA     P   8200 34.75     25.450000    12.490063
2     Matt Shoemaker  LAA     P   7500 17.85      7.733333    12.071696
3  Willson Contreras  CHC     C   3300  3.00      7.769231     9.756655
4      Anthony Rizzo  CHC    1B   4800 25.00      9.722222     7.675826
5   Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6        Kris Bryant  CHC    3B   4700 19.00      9.555556     8.555853
7    Addison Russell  CHC    SS   3300  0.00      9.882353     8.673828
8   Charlie Blackmon  COL    OF   5600  7.00     11.947368     8.017160
9         Mike Trout  LAA    OF   5100 10.00     11.105263     4.875047
10     Jason Heyward  CHC    OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         18         0.0 0.00     3 0.384 0.215
5          0         0.0 0.00     2 0.180 0.000
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         19         0.0 0.00     1 0.390 0.357
9         19         0.0 0.00     3 0.464 0.358
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 132.6 (46)"
        Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2     Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4      Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Manny Machado  BAL  3B   4700  8.00      6.368421     6.066397
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8         Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
9     Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
10      Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7  0.8    NA 0.000 0.000
2          3         5.4  1.2    NA 0.000 0.000
3         17         0.0  0.0     6 0.287 0.318
4         18         0.0  0.0     5 0.439 0.351
5         20         0.0  0.0     4 0.345 0.127
6         19         0.0  0.0     3 0.288 0.174
7         17         0.0  0.0     7 0.250 0.097
8         16         0.0  0.0     1 0.362 0.143
9         20         0.0  0.0     5 0.297 0.179
10         3         0.0  0.0     8 0.308 0.231

[1] "Total fpts: 131.95 (47)"
         Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2    Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3  Willson Contreras  CHC   C   3300  3.00      7.769231     9.756655
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6        Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7    Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9         Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
10     Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7 0.80    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         18         0.0 0.00     3 0.384 0.215
5         16         0.0 0.00     5 0.384 0.217
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 131.75 (48)"
        Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2      James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3      Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4      Brandon Belt   SF  1B   3400  4.00      7.444444     6.147426
5     Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Eduardo Nunez   SF  3B   3400  0.00      6.684211     7.401596
7  Christian Arroyo   SF  SS   2800 16.00           NaN           NA
8      Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10     Hunter Pence   SF  OF   3600  2.00      7.052632     5.306952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         18         0.0 0.00     2 0.369 0.257
5         16         0.0 0.00     5 0.384 0.217
6         19         0.0 0.00     3 0.263 0.040
7          0         0.0 0.00     5 0.113 0.000
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     1 0.334 0.184
10        19         0.0 0.00     1 0.346 0.091

[1] "Total fpts: 131.3 (49)"
      Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2   Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
3    Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4  Danny Valencia  SEA  1B   3100 15.00      3.500000     3.425395
5   Robinson Cano  SEA  2B   4100  9.00      8.100000     7.919995
6       Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7   Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10      Ben Gamel  SEA  OF   2800  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         16         0.0 0.00     6 0.252 0.125
5         20         0.0 0.00     3 0.331 0.157
6         20         0.0 0.00     4 0.384 0.234
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     4 0.394 0.230
10         0         0.0 0.00     7 0.000 0.000

[1] "Total fpts: 129.1 (50)"
        Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3       Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5      Robinson Cano  SEA  2B   4100  9.00      8.100000     7.919995
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8        Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
9       Jarrod Dyson  SEA  OF   2900 18.00      6.777778     4.037407
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     3 0.331 0.157
6         19         0.0 0.00     3 0.438 0.351
7          8         0.0 0.00     1 0.372 0.158
8         20         0.0 0.00     4 0.394 0.230
9         18         0.0 0.00     9 0.272 0.043
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 127.45 (51)"
         Lineup (39) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2      Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8   Charlie Blackmon  COL  OF   5600  7.00     11.947368     8.017160
9     Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
10      Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         5.8 1.39    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         14         0.0 0.00     4 0.496 0.400
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.438 0.351
7         17         0.0 0.00     7 0.250 0.097
8         19         0.0 0.00     1 0.390 0.357
9         20         0.0 0.00     5 0.297 0.179
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 127.4 (52)"
         Lineup (34) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2      Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
3       Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8  Giancarlo Stanton  MIA  OF   4700  2.00     11.000000    10.689559
9       Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10     David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     4 0.409 0.314
9         13         0.0 0.00     7 0.328 0.182
10        18         0.0 0.00     2 0.386 0.211

[1] "Total fpts: 126.4 (53)"
      Lineup (139) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     James Paxton  SEA     P   8200 34.75     25.450000    12.490063
2      Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3     Jose Lobaton  WSH     C   3100  2.00      5.250000     6.075909
4    Matt Holliday  NYY 1B/OF   4100  4.00      7.230769     7.617456
5   Starlin Castro  NYY    2B   3700  2.00      9.055556     6.628568
6    Chase Headley  NYY    3B   3300 12.00      9.764706     6.796409
7      Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8       Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
9  Jacoby Ellsbury  NYY    OF   3900  2.00      8.823529     6.257349
10     Aaron Judge  NYY    OF   3900 20.00     10.500000     9.570789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         13         0.0 0.00     3 0.352 0.174
5         18         0.0 0.00     5 0.418 0.214
6         17         0.0 0.00     2 0.430 0.226
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     1 0.362 0.143
9         17         0.0 0.00     4 0.382 0.121
10        16         0.0 0.00     6 0.407 0.361

[1] "Total fpts: 126.3 (54)"
         Lineup (61) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4     Danny Valencia  SEA  1B   3100 15.00      3.500000     3.425395
5      Robinson Cano  SEA  2B   4100  9.00      8.100000     7.919995
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8         Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
9        Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         16         0.0 0.00     6 0.252 0.125
5         20         0.0 0.00     3 0.331 0.157
6         15         0.0 0.00     6 0.285 0.027
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     1 0.362 0.143
9         20         0.0 0.00     4 0.394 0.230
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 125.85 (55)"
      Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2   Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3     Derek Norris   TB   C   3200  5.00      3.533333     4.290632
4   Logan Morrison   TB  1B   3800  9.00      8.000000     7.974961
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Tim Beckham   TB  SS   3400 33.00      5.666667     6.859943
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9  Corey Dickerson   TB  OF   4100  3.00      9.437500     6.376715
10  Shane Peterson   TB  OF   2500  4.00      6.500000     2.664583
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         15         0.0 0.00     9 0.169 0.017
4         16         0.0 0.00     6 0.344 0.197
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         18         0.0 0.00     7 0.284 0.129
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.415 0.311
10         6         0.0 0.00     8 0.364 0.185

[1] "Total fpts: 125.75 (56)"
       Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2     James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3    Austin Romine  NYY     C   2800  0.00      7.100000     5.743595
4    Matt Holliday  NYY 1B/OF   4100  4.00      7.230769     7.617456
5    Daniel Murphy  WSH    2B   5300 23.00      9.000000    10.424331
6    Chase Headley  NYY    3B   3300 12.00      9.764706     6.796409
7  Ronald Torreyes  NYY    SS   2700  3.00      6.437500     6.612803
8     Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9    Brett Gardner  NYY    OF   4000  5.00      7.357143     7.174819
10   Manuel Margot   SD    OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         10         0.0 0.00     8 0.367 0.135
4         13         0.0 0.00     3 0.352 0.174
5         16         0.0 0.00     5 0.384 0.217
6         17         0.0 0.00     2 0.430 0.226
7         16         0.0 0.00     9 0.311 0.138
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     1 0.272 0.055
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 125.3 (57)"
        Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3        Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4     Danny Valencia  SEA  1B   3100 15.00      3.500000     3.425395
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8         Mike Trout  LAA  OF   5100 10.00     11.105263     4.875047
9       Jarrod Dyson  SEA  OF   2900 18.00      6.777778     4.037407
10         Ben Gamel  SEA  OF   2800  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         16         0.0 0.00     6 0.252 0.125
5         20         0.0 0.00     4 0.345 0.127
6         15         0.0 0.00     6 0.285 0.027
7          8         0.0 0.00     1 0.372 0.158
8         19         0.0 0.00     3 0.464 0.358
9         18         0.0 0.00     9 0.272 0.043
10         0         0.0 0.00     7 0.000 0.000

[1] "Total fpts: 124.25 (58)"
       Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2  Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
3     Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4   Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8     Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
9      Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10  Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          8         0.0 0.00     1 0.372 0.158
8         13         0.0 0.00     7 0.328 0.182
9         20         0.0 0.00     4 0.394 0.230
10        17         0.0 0.00     1 0.341 0.171

[1] "Total fpts: 123.75 (59)"
         Lineup (30) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
3  Willson Contreras  CHC   C   3300  3.00      7.769231     9.756655
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5        Javier Baez  CHC  2B   3400 10.00      5.384615     6.305268
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7    Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9      Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10     Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         18         0.0 0.00     3 0.384 0.215
5         13         0.0 0.00     7 0.259 0.137
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     1 0.334 0.184
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 123.4 (60)"
         Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8         Mike Trout  LAA  OF   5100 10.00     11.105263     4.875047
9  Giancarlo Stanton  MIA  OF   4700  2.00     11.000000    10.689559
10    Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.438 0.351
7         17         0.0 0.00     7 0.250 0.097
8         19         0.0 0.00     3 0.464 0.358
9         16         0.0 0.00     4 0.409 0.314
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 122.85 (61)"
        Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2    Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3      Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4  Paul Goldschmidt  ARI  1B   5000 26.00     10.857143     7.812079
5     Brandon Drury  ARI  2B   3400  7.00      6.263158     6.044668
6         Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7       Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8        Mike Trout  LAA  OF   5100 10.00     11.105263     4.875047
9     David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
10    Yasmany Tomas  ARI  OF   3800  0.00     10.058824     9.051730
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         21         0.0 0.00     3 0.427 0.243
5         19         0.0 0.00     6 0.327 0.086
6         20         0.0 0.00     4 0.384 0.234
7          8         0.0 0.00     1 0.372 0.158
8         19         0.0 0.00     3 0.464 0.358
9         18         0.0 0.00     2 0.386 0.211
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 122.65 (62)"
         Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.00      13.97500     8.160729
2        Dylan Bundy  BAL   P   7800 12.65      21.91250     9.586916
3       Jose Lobaton  WSH   C   3100  2.00       5.25000     6.075909
4     Danny Valencia  SEA  1B   3100 15.00       3.50000     3.425395
5      Robinson Cano  SEA  2B   4100  9.00       8.10000     7.919995
6      Nolan Arenado  COL  3B   5600  5.00      10.00000     8.602325
7      Taylor Motter  SEA  SS   3000  8.00      10.78571     9.225204
8       Bryce Harper  WSH  OF   6100 22.00      14.93750    13.122341
9        Nelson Cruz  SEA  OF   4200 21.00       9.45000     8.281082
10 Guillermo Heredia  SEA  OF   2600 19.00       6.50000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         16         0.0 0.00     6 0.252 0.125
5         20         0.0 0.00     3 0.331 0.157
6         19         0.0 0.00     3 0.438 0.351
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     4 0.394 0.230
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 121.1 (63)"
         Lineup (2) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Robert Gsellman  NYM   P   6700 -4.8     11.033333    10.069550
2     Tyler Glasnow  PIT   P   6300  2.9      5.100000    12.789156
3     Austin Hedges   SD   C   3000  5.0      7.470588     8.846734
4    Ryan Zimmerman  WSH  1B   4900 26.0     12.500000     8.546254
5     Daniel Murphy  WSH  2B   5300 23.0      9.000000    10.424331
6         Jake Lamb  ARI  3B   3900 10.0     10.050000     6.939399
7       Trea Turner  WSH  SS   5400 28.0     12.857143    15.962754
8      Bryce Harper  WSH  OF   6100 22.0     14.937500    13.122341
9        Adam Eaton  WSH  OF   5200  9.0      9.812500     6.978240
10 Michael Conforto  NYM  OF   3200  0.0     12.375000     8.895223
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         3.5 1.36    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         20         0.0 0.00     4 0.384 0.234
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10         8         0.0 0.00     1 0.468 0.361

[1] "Total fpts: 120.85 (64)"
       Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11600  5.55     15.812500    7.6750000
2         Alex Wood  LAD   P   7400 22.30     10.175000    0.1767767
3  Martin Maldonado  LAA   C   2300  9.00      3.933333    3.4737108
4     Albert Pujols  LAA  1B   3900  8.00      7.111111    6.7291192
5     Daniel Murphy  WSH  2B   5300 23.00      9.000000   10.4243305
6     Yunel Escobar  LAA  3B   3000  0.00      6.277778    7.0611244
7       Jean Segura  SEA  SS   4100 19.00     11.750000    9.0672094
8        Mike Trout  LAA  OF   5100 10.00     11.105263    4.8750469
9     Manuel Margot   SD  OF   3700 13.00      6.842105    5.6200352
10     Kole Calhoun  LAA  OF   3600 11.00      5.555556    5.2156126
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          2         3.4 1.10    NA 0.000 0.000
3         15         0.0 0.00     9 0.285 0.021
4         18         0.0 0.00     4 0.278 0.107
5         16         0.0 0.00     5 0.384 0.217
6         18         0.0 0.00     1 0.286 0.071
7          8         0.0 0.00     1 0.372 0.158
8         19         0.0 0.00     3 0.464 0.358
9         19         0.0 0.00     1 0.334 0.184
10        18         0.0 0.00     2 0.282 0.076

[1] "Total fpts: 120.1 (65)"
        Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3  Willson Contreras  CHC   C   3300  3.00      7.769231     9.756655
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5       Brian Dozier  MIN  2B   5000  7.00      8.466667     4.926121
6        Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7    Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8      David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
9      Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10     Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         18         0.0 0.00     3 0.384 0.215
5         15         0.0 0.00     1 0.314 0.130
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         18         0.0 0.00     2 0.386 0.211
9         19         0.0 0.00     1 0.334 0.184
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 119.65 (66)"
        Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3  Martin Maldonado  LAA     C   2300  9.00      3.933333     3.473711
4     Albert Pujols  LAA    1B   3900  8.00      7.111111     6.729119
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Yunel Escobar  LAA    3B   3000  0.00      6.277778     7.061124
7       Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9        Mike Trout  LAA    OF   5100 10.00     11.105263     4.875047
10     Kole Calhoun  LAA    OF   3600 11.00      5.555556     5.215613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         15         0.0 0.00     9 0.285 0.021
4         18         0.0 0.00     4 0.278 0.107
5          0         0.0 0.00     2 0.180 0.000
6         18         0.0 0.00     1 0.286 0.071
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     3 0.464 0.358
10        18         0.0 0.00     2 0.282 0.076

[1] "Total fpts: 119.65 (67)"
        Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3       Mike Zunino  SEA     C   2800  5.00      4.714286     3.582620
4    Danny Valencia  SEA    1B   3100 15.00      3.500000     3.425395
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Nolan Arenado  COL    3B   5600  5.00     10.000000     8.602325
7       Jean Segura  SEA    SS   4100 19.00     11.750000     9.067209
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9      Jarrod Dyson  SEA    OF   2900 18.00      6.777778     4.037407
10        Ben Gamel  SEA    OF   2800  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         16         0.0 0.00     6 0.252 0.125
5          0         0.0 0.00     2 0.180 0.000
6         19         0.0 0.00     3 0.438 0.351
7          8         0.0 0.00     1 0.372 0.158
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     9 0.272 0.043
10         0         0.0 0.00     7 0.000 0.000

[1] "Total fpts: 118.8 (68)"
       Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2  Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
3     Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4    Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6      Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7  Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8   Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
9    David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
10   Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         18         0.0 0.00     3 0.384 0.215
5         16         0.0 0.00     5 0.384 0.217
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         17         0.0 0.00     1 0.341 0.171
9         18         0.0 0.00     2 0.386 0.211
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 118.75 (69)"
         Lineup (65) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2      Luis Severino  NYY     P   7600 28.75     25.133333    12.355397
3    Travis d'Arnaud  NYM     C   2700  0.00      9.100000    13.706851
4          Jay Bruce  NYM 1B/OF   3300 10.00      9.722222    11.187207
5        Neil Walker  NYM    2B   3300  2.00      6.111111     6.163354
6         Jose Reyes  NYM    3B   3600 10.00      2.937500     3.129830
7        Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8       Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9         Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
10 Curtis Granderson  NYM    OF   3500  0.00      4.750000     6.202150
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         10         0.0 0.00     7 0.349 0.244
4         18         0.0 0.00     4 0.387 0.286
5         18         0.0 0.00     5 0.285 0.132
6         16         0.0 0.00     8 0.162 0.030
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        16         0.0 0.00     6 0.205 0.105

[1] "Total fpts: 118.75 (70)"
        Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2    Robert Gsellman  NYM     P   6700 -4.80     11.033333    10.069550
3  Robinson Chirinos  TEX     C   3100  7.00     15.166667    12.592326
4          Wil Myers   SD    1B   4800  0.00      9.300000     8.386079
5   Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6         Joey Gallo  TEX    3B   3600 15.00      9.750000     8.765212
7       Elvis Andrus  TEX    SS   3800 14.00      7.526316     7.581911
8         Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
9      Shin-Soo Choo  TEX    OF   4200 33.00      6.411765     6.892558
10  Delino DeShields  TEX    OF   3500 30.00      2.400000     3.361547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         20         0.0 0.00     3 0.406 0.281
5          0         0.0 0.00     2 0.180 0.000
6         20         0.0 0.00     7 0.391 0.388
7         19         0.0 0.00     2 0.311 0.188
8         16         0.0 0.00     1 0.362 0.143
9         17         0.0 0.00     9 0.316 0.066
10         5         0.0 0.00     1 0.171 0.000

[1] "Total fpts: 118.55 (71)"
         Lineup (86) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
3        Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4      Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6          Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8       Jarrod Dyson  SEA  OF   2900 18.00      6.777778     4.037407
9          Ben Gamel  SEA  OF   2800  4.00           NaN           NA
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.5 1.04    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         18         0.0 0.00     5 0.439 0.351
5         16         0.0 0.00     5 0.384 0.217
6         20         0.0 0.00     4 0.384 0.234
7          8         0.0 0.00     1 0.372 0.158
8         18         0.0 0.00     9 0.272 0.043
9          0         0.0 0.00     7 0.000 0.000
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 117.95 (72)"
      Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Sean Manaea  OAK   P   7600 -1.90     16.712500     5.834149
2  Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3    James McCann  DET   C   2700  3.00      7.666667     9.772410
4  Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5   Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6  Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7    Jordy Mercer  PIT  SS   2900  5.00      4.882353     4.580971
8    Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9    Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10 Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.6 1.12    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3          9         0.0 0.00     7 0.344 0.333
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     2 0.260 0.059
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     7 0.328 0.182
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 117.75 (73)"
         Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600 17.45     13.337500   11.9625370
2          Alex Wood  LAD   P   7400 22.30     10.175000    0.1767767
3       Jose Lobaton  WSH   C   3100  2.00      5.250000    6.0759087
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000    8.5462542
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000   10.4243305
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333    4.2739521
7    Xander Bogaerts  BOS  SS   4100  0.00      8.000000    5.0271988
8       Jayson Werth  WSH  OF   4600  9.00      4.846154    4.9133518
9  Andrew Benintendi  BOS  OF   3600  4.00      8.133333    6.5668721
10    Hunter Renfroe   SD  OF   3600 14.00      5.800000    6.3045514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          2         3.4 1.10    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         12         0.0 0.00     1 0.333 0.018
8         13         0.0 0.00     7 0.328 0.182
9         15         0.0 0.00     2 0.384 0.097
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 117.5 (74)"
      Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
2   Matt Shoemaker  LAA     P   7500 17.85      7.733333    12.071696
3    Chris Gimenez  MIN     C   3000  2.00      5.600000     4.037326
4        Wil Myers   SD    1B   4800  0.00      9.300000     8.386079
5     Brian Dozier  MIN    2B   5000  7.00      8.466667     4.926121
6  Eduardo Escobar  MIN 3B/SS   3000 16.00      3.857143     3.387653
7      Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8     Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9    Eddie Rosario  MIN    OF   3800  5.00      5.800000     4.974219
10    Byron Buxton  MIN    OF   3600  7.00      4.076923     5.040859
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3          5         0.0 0.00     7 0.303 0.095
4         20         0.0 0.00     3 0.406 0.281
5         15         0.0 0.00     1 0.314 0.130
6          7         0.0 0.00     6 0.323 0.133
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         15         0.0 0.00     8 0.277 0.116
10        13         0.0 0.00     9 0.185 0.033

[1] "Total fpts: 115.55 (75)"
         Lineup (57) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
3  Willson Contreras  CHC   C   3300  3.00      7.769231     9.756655
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6        Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7    Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8     Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
9      Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.5 1.04    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         18         0.0 0.00     3 0.384 0.215
5         20         0.0 0.00     4 0.345 0.127
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         20         0.0 0.00     5 0.297 0.179
9         16         0.0 0.00     5 0.335 0.155
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 115.45 (76)"
         Lineup (47) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2      Tyler Glasnow  PIT   P   6300  2.90      5.100000    12.789156
3       Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4   Paul Goldschmidt  ARI  1B   5000 26.00     10.857143     7.812079
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6          Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8         AJ Pollock  ARI  OF   4200 20.00     10.578947     8.552555
9      David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
10     Yasmany Tomas  ARI  OF   3800  0.00     10.058824     9.051730
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         21         0.0 0.00     3 0.427 0.243
5         20         0.0 0.00     4 0.345 0.127
6         20         0.0 0.00     4 0.384 0.234
7          8         0.0 0.00     1 0.372 0.158
8         19         0.0 0.00     1 0.357 0.174
9         18         0.0 0.00     2 0.386 0.211
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 115.4 (77)"
         Lineup (84) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3       Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4      Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5        DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8    Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
9      Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
10 Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7          8         0.0 0.00     1 0.372 0.158
8         18         0.0 0.00     4 0.274 0.137
9         13         0.0 0.00     6 0.365 0.175
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 112.7 (78)"
         Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2      Trevor Cahill   SD   P   4200 12.95     20.616667     5.832095
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4      Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7       Trevor Story  COL  SS   5200  0.00      8.000000     6.145299
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9    Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
10     Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         6.1 0.98    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         18         0.0 0.00     5 0.439 0.351
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.438 0.351
7         18         0.0 0.00     7 0.286 0.216
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     4 0.274 0.137
10        13         0.0 0.00     6 0.365 0.175

[1] "Total fpts: 112.65 (79)"
         Lineup (64) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Sean Manaea  OAK   P   7600 -1.90     16.712500     5.834149
3       Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4     Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8       Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
9  Guillermo Heredia  SEA  OF   2600 19.00      6.500000     7.928250
10      Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         5.6 1.12    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     7 0.250 0.097
8         13         0.0 0.00     7 0.328 0.182
9          8         0.0 0.00     2 0.342 0.133
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 112.65 (80)"
       Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2       Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3     Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4   Freddie Freeman  ATL  1B   4300 10.00     12.764706    12.537591
5  Brandon Phillips  ATL  2B   3300  3.00      9.411765     8.016068
6     Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7       Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8         Matt Kemp  ATL  OF   3800 10.00     10.857143    11.509830
9    Ender Inciarte  ATL  OF   3500 13.00      7.058824     8.982417
10    Nick Markakis  ATL  OF   3400 17.00      6.235294     4.451536
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         17         0.0 0.00     3 0.533 0.429
5         17         0.0 0.00     2 0.383 0.157
6         19         0.0 0.00     3 0.438 0.351
7          7         0.0 0.00     2 0.351 0.237
8          7         0.0 0.00     4 0.445 0.394
9         17         0.0 0.00     1 0.268 0.182
10        17         0.0 0.00     5 0.330 0.132

[1] "Total fpts: 111.65 (81)"
        Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3     Austin Hedges   SD     C   3000  5.00      7.470588     8.846734
4     Anthony Rizzo  CHC    1B   4800 25.00      9.722222     7.675826
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6       Kris Bryant  CHC    3B   4700 19.00      9.555556     8.555853
7   Addison Russell  CHC    SS   3300  0.00      9.882353     8.673828
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9    Kyle Schwarber  CHC    OF   4200  2.00      7.352941     5.645144
10    Jason Heyward  CHC    OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         18         0.0 0.00     3 0.384 0.215
5          0         0.0 0.00     2 0.180 0.000
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     3 0.544 0.400
9         17         0.0 0.00     1 0.341 0.171
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 110.9 (82)"
         Lineup (13) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.0     13.975000     8.160729
2      Tyler Glasnow  PIT   P   6300  2.9      5.100000    12.789156
3  Robinson Chirinos  TEX   C   3100  7.0     15.166667    12.592326
4     Ryan Zimmerman  WSH  1B   4900 26.0     12.500000     8.546254
5      Daniel Murphy  WSH  2B   5300 23.0      9.000000    10.424331
6     Anthony Rendon  WSH  3B   4800  0.0      5.133333     4.273952
7      Taylor Motter  SEA  SS   3000  8.0     10.785714     9.225204
8       Bryce Harper  WSH  OF   6100 22.0     14.937500    13.122341
9       Jayson Werth  WSH  OF   4600  9.0      4.846154     4.913352
10      Jabari Blash   SD  OF   2600  4.0      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     7 0.328 0.182
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 110.75 (83)"
         Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3        JT Realmuto  MIA     C   3600  8.00      7.285714     6.615001
4        Justin Bour  MIA    1B   3300  7.00      6.200000     6.360593
5   Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6          Jake Lamb  ARI    3B   3900 10.00     10.050000     6.939399
7        Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8  Giancarlo Stanton  MIA    OF   4700  2.00     11.000000    10.689559
9   Christian Yelich  MIA    OF   4400  2.00      9.823529     8.293335
10     Marcell Ozuna  MIA    OF   3700  0.00     10.647059    10.752565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         15         0.0 0.00     7 0.288 0.177
5          0         0.0 0.00     2 0.180 0.000
6         20         0.0 0.00     4 0.384 0.234
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     4 0.409 0.314
9         17         0.0 0.00     3 0.326 0.158
10        17         0.0 0.00     5 0.394 0.278

[1] "Total fpts: 110.55 (84)"
         Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600 17.45     13.337500    11.962537
2        Sean Manaea  OAK   P   7600 -1.90     16.712500     5.834149
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Manny Machado  BAL  3B   4700  8.00      6.368421     6.066397
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8       Mookie Betts  BOS  OF   4900  8.00      8.428571     9.394878
9         AJ Pollock  ARI  OF   4200 20.00     10.578947     8.552555
10    Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          4         5.6 1.12    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.288 0.174
7         17         0.0 0.00     7 0.250 0.097
8         14         0.0 0.00     3 0.378 0.156
9         19         0.0 0.00     1 0.357 0.174
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 110.25 (85)"
       Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2  Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
3    Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4      Chris Davis  BAL  1B   4500  9.00      6.894737     6.911301
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6    Manny Machado  BAL  3B   4700  8.00      6.368421     6.066397
7      Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8      Mark Trumbo  BAL  OF   4400  0.00      5.210526     6.285600
9       Adam Jones  BAL  OF   4300  3.00      8.421053     6.793099
10      Seth Smith  BAL  OF   3500 12.00      9.111111     7.078920
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         19         0.0 0.00     4 0.353 0.203
5         16         0.0 0.00     5 0.384 0.217
6         19         0.0 0.00     3 0.288 0.174
7          7         0.0 0.00     2 0.351 0.237
8         19         0.0 0.00     5 0.237 0.081
9         19         0.0 0.00     2 0.369 0.216
10         9         0.0 0.00     1 0.386 0.303

[1] "Total fpts: 109.4 (86)"
         Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2     Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3      Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6        Miguel Sano  MIN  3B   4600  9.00      9.625000     8.701532
7        Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8     Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
9      David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
10    Hunter Renfroe   SD  OF   3600 14.00      5.800000     6.304551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     4 0.345 0.127
6         16         0.0 0.00     3 0.427 0.333
7         17         0.0 0.00     7 0.250 0.097
8         17         0.0 0.00     1 0.341 0.171
9         18         0.0 0.00     2 0.386 0.211
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 109.2 (87)"
       Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2       Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3       Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4  Paul Goldschmidt  ARI  1B   5000 26.00     10.857143     7.812079
5     Brandon Drury  ARI  2B   3400  7.00      6.263158     6.044668
6         Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7      Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8     David Peralta  ARI  OF   4100 16.00      9.555556     9.763210
9     Yasmany Tomas  ARI  OF   3800  0.00     10.058824     9.051730
10    Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         21         0.0 0.00     3 0.427 0.243
5         19         0.0 0.00     6 0.327 0.086
6         20         0.0 0.00     4 0.384 0.234
7         19         0.0 0.00     2 0.311 0.188
8         18         0.0 0.00     2 0.386 0.211
9         17         0.0 0.00     5 0.400 0.290
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 109.05 (88)"
        Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Wei-Yin Chen  MIA   P   7100  3.85     13.066667    14.317501
2  Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3      Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4   Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9   Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
10    Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.3 1.06    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         17         0.0 0.00     1 0.341 0.171
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 108.75 (89)"
        Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600 17.45     13.337500   11.9625370
2          Alex Wood  LAD   P   7400 22.30     10.175000    0.1767767
3  Willson Contreras  CHC   C   3300  3.00      7.769231    9.7566545
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222    7.6758257
5        Javier Baez  CHC  2B   3400 10.00      5.384615    6.3052685
6      Nolan Arenado  COL  3B   5600  5.00     10.000000    8.6023253
7    Addison Russell  CHC  SS   3300  0.00      9.882353    8.6738281
8         Adam Eaton  WSH  OF   5200  9.00      9.812500    6.9782400
9         Mike Trout  LAA  OF   5100 10.00     11.105263    4.8750469
10     Jason Heyward  CHC  OF   3000  7.00      8.500000    7.2938330
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          2         3.4 1.10    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         18         0.0 0.00     3 0.384 0.215
5         13         0.0 0.00     7 0.259 0.137
6         19         0.0 0.00     3 0.438 0.351
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     1 0.362 0.143
9         19         0.0 0.00     3 0.464 0.358
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 108.55 (90)"
        Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
3   Martin Maldonado  LAA   C   2300  9.00      3.933333     3.473711
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Yunel Escobar  LAA  3B   3000  0.00      6.277778     7.061124
7      Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8         Mike Trout  LAA  OF   5100 10.00     11.105263     4.875047
9       Kole Calhoun  LAA  OF   3600 11.00      5.555556     5.215613
10    Cameron Maybin  LAA  OF   3500 17.00      6.500000     4.292211
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.5 1.04    NA 0.000 0.000
3         15         0.0 0.00     9 0.285 0.021
4         18         0.0 0.00     3 0.384 0.215
5         20         0.0 0.00     4 0.345 0.127
6         18         0.0 0.00     1 0.286 0.071
7         14         0.0 0.00     5 0.385 0.375
8         19         0.0 0.00     3 0.464 0.358
9         18         0.0 0.00     2 0.282 0.076
10        14         0.0 0.00     8 0.268 0.088

[1] "Total fpts: 108.2 (91)"
       Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2       Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3   Yasmani Grandal  LAD     C   3000  7.00      6.533333     7.872798
4   Adrian Gonzalez  LAD    1B   3300  2.00      5.937500     4.878097
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Justin Turner  LAD    3B   3200 11.00      8.000000     5.135660
7      Corey Seager  LAD    SS   4200 17.00      9.166667     8.290675
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9     Manuel Margot   SD    OF   3700 13.00      6.842105     5.620035
10      Yasiel Puig  LAD    OF   3300  8.00      6.157895     7.925088
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         15         0.0 0.00     5 0.331 0.200
4         16         0.0 0.00     4 0.307 0.074
5          0         0.0 0.00     2 0.180 0.000
6         17         0.0 0.00     3 0.402 0.127
7         18         0.0 0.00     2 0.386 0.195
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     1 0.334 0.184
10        19         0.0 0.00     6 0.346 0.206

[1] "Total fpts: 106.5 (92)"
        Lineup (114) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Alex Wood  LAD   P   7400 22.3     10.175000    0.1767767
2    Robert Gsellman  NYM   P   6700 -4.8     11.033333   10.0695498
3      Austin Hedges   SD   C   3000  5.0      7.470588    8.8467342
4          Wil Myers   SD  1B   4800  0.0      9.300000    8.3860787
5  Yangervis Solarte   SD  2B   3800 14.0      6.600000    6.2441552
6        Kris Bryant  CHC  3B   4700 19.0      9.555556    8.5558526
7        Erick Aybar   SD  SS   2800 26.0      4.529412    4.6518497
8   Charlie Blackmon  COL  OF   5600  7.0     11.947368    8.0171600
9  Andrew Benintendi  BOS  OF   3600  4.0      8.133333    6.5668721
10    Hunter Renfroe   SD  OF   3600 14.0      5.800000    6.3045514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         3.4 1.10    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     4 0.345 0.127
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     7 0.250 0.097
8         19         0.0 0.00     1 0.390 0.357
9         15         0.0 0.00     2 0.384 0.097
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 104.95 (93)"
      Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Johnny Cueto   SF   P  11100 12.10     13.900000    13.567731
2   Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3      Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4    Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5      DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6      Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7  Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8   Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
9    Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10   Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.38    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         18         0.0 0.00     3 0.384 0.215
5         18         0.0 0.00     2 0.352 0.115
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         17         0.0 0.00     1 0.341 0.171
9         19         0.0 0.00     1 0.334 0.184
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 104.75 (94)"
       Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2      James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3       Jeff Mathis  ARI     C   2200  0.00      2.909091     5.448937
4     Anthony Rizzo  CHC    1B   4800 25.00      9.722222     7.675826
5     Brandon Drury  ARI    2B   3400  7.00      6.263158     6.044668
6         Jake Lamb  ARI    3B   3900 10.00     10.050000     6.939399
7      Chris Owings  ARI OF/SS   3400  2.00     10.222222     9.759192
8  Charlie Blackmon  COL    OF   5600  7.00     11.947368     8.017160
9        Mike Trout  LAA    OF   5100 10.00     11.105263     4.875047
10    Yasmany Tomas  ARI    OF   3800  0.00     10.058824     9.051730
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         11         0.0 0.00     8 0.160 0.100
4         18         0.0 0.00     3 0.384 0.215
5         19         0.0 0.00     6 0.327 0.086
6         20         0.0 0.00     4 0.384 0.234
7         18         0.0 0.00     7 0.371 0.164
8         19         0.0 0.00     1 0.390 0.357
9         19         0.0 0.00     3 0.464 0.358
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 104.2 (95)"
        Lineup (29) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
2     Trevor Cahill   SD   P   4200 12.95     20.616667     5.832095
3      Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4     Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5       DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6     Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7       Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8      Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9  Charlie Blackmon  COL  OF   5600  7.00     11.947368     8.017160
10  Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         6.2 0.97    NA 0.000 0.000
2          3         6.1 0.98    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     1 0.390 0.357
10        18         0.0 0.00     4 0.274 0.137

[1] "Total fpts: 103.75 (96)"
      Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2    Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
3     Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4    Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5      DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6    Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7      Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8  Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
9    Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
10    Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7         17         0.0 0.00     7 0.250 0.097
8         18         0.0 0.00     4 0.274 0.137
9         13         0.0 0.00     6 0.365 0.175
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 102.2 (97)"
       Lineup (69) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.0     13.975000     8.160729
2  Robert Gsellman  NYM   P   6700 -4.8     11.033333    10.069550
3    Austin Hedges   SD   C   3000  5.0      7.470588     8.846734
4     Tommy Joseph  PHI  1B   3900  5.0      4.846154     5.014083
5  Cesar Hernandez  PHI  2B   3500  0.0     12.266667     8.101734
6    Maikel Franco  PHI  3B   4100 26.0      7.800000     7.710846
7      Trea Turner  WSH  SS   5400 28.0     12.857143    15.962754
8     Bryce Harper  WSH  OF   6100 22.0     14.937500    13.122341
9   Odubel Herrera  PHI  OF   4100  5.0      7.571429     4.602914
10   Aaron Altherr  PHI  OF   3600  7.0     11.285714     4.855042
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         13         0.0 0.00     5 0.242 0.091
5         15         0.0 0.00     1 0.401 0.225
6         15         0.0 0.00     4 0.252 0.157
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     3 0.344 0.136
10         7         0.0 0.00     2 0.457 0.303

[1] "Total fpts: 101.9 (98)"
          Lineup (4) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.0     13.975000     8.160729
2      Tyler Glasnow  PIT   P   6300  2.9      5.100000    12.789156
3      Austin Hedges   SD   C   3000  5.0      7.470588     8.846734
4          Wil Myers   SD  1B   4800  0.0      9.300000     8.386079
5  Yangervis Solarte   SD  2B   3800 14.0      6.600000     6.244155
6     Anthony Rendon  WSH  3B   4800  0.0      5.133333     4.273952
7        Erick Aybar   SD  SS   2800 26.0      4.529412     4.651850
8       Bryce Harper  WSH  OF   6100 22.0     14.937500    13.122341
9         Adam Eaton  WSH  OF   5200  9.0      9.812500     6.978240
10    Hunter Renfroe   SD  OF   3600 14.0      5.800000     6.304551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         20         0.0 0.00     3 0.406 0.281
5         20         0.0 0.00     4 0.345 0.127
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     7 0.250 0.097
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        20         0.0 0.00     5 0.297 0.179

[1] "Total fpts: 99.55 (99)"
         Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
3   Martin Maldonado  LAA   C   2300  9.00      3.933333     3.473711
4          Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5     Danny Espinosa  LAA  2B   2800 13.00      6.500000     6.955742
6      Yunel Escobar  LAA  3B   3000  0.00      6.277778     7.061124
7  Andrelton Simmons  LAA  SS   2900 11.00      6.888889     6.488804
8       Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9      Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10    Cameron Maybin  LAA  OF   3500 17.00      6.500000     4.292211
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.5 1.04    NA 0.000 0.000
3         15         0.0 0.00     9 0.285 0.021
4         20         0.0 0.00     3 0.406 0.281
5         18         0.0 0.00     7 0.257 0.149
6         18         0.0 0.00     1 0.286 0.071
7         18         0.0 0.00     6 0.356 0.143
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     1 0.334 0.184
10        14         0.0 0.00     8 0.268 0.088

[1] "Total fpts: 99.2 (100)"
         Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3        Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4     Danny Valencia  SEA  1B   3100 15.00      3.500000     3.425395
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7      Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8         Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
9        Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10         Ben Gamel  SEA  OF   2800  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         16         0.0 0.00     6 0.252 0.125
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.438 0.351
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     1 0.362 0.143
9         20         0.0 0.00     4 0.394 0.230
10         0         0.0 0.00     7 0.000 0.000

[1] "Total fpts: 98.85 (101)"
         Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2      Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3  Welington Castillo  BAL   C   3700  6.00      5.714286     4.952522
4         Chris Davis  BAL  1B   4500  9.00      6.894737     6.911301
5   Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6       Manny Machado  BAL  3B   4700  8.00      6.368421     6.066397
7         Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8         Mark Trumbo  BAL  OF   4400  0.00      5.210526     6.285600
9          Adam Jones  BAL  OF   4300  3.00      8.421053     6.793099
10      Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         14         0.0 0.00     6 0.306 0.109
4         19         0.0 0.00     4 0.353 0.203
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.288 0.174
7          8         0.0 0.00     1 0.372 0.158
8         19         0.0 0.00     5 0.237 0.081
9         19         0.0 0.00     2 0.369 0.216
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 98.8 (102)"
        Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2    Hector Santiago  MIN     P   5500 13.25     21.500000     2.899138
3        JT Realmuto  MIA     C   3600  8.00      7.285714     6.615001
4      Anthony Rizzo  CHC    1B   4800 25.00      9.722222     7.675826
5       Martin Prado  MIA 2B/3B   3500 14.00      7.400000     5.504544
6          Jake Lamb  ARI    3B   3900 10.00     10.050000     6.939399
7        Jean Segura  SEA    SS   4100 19.00     11.750000     9.067209
8  Giancarlo Stanton  MIA    OF   4700  2.00     11.000000    10.689559
9   Christian Yelich  MIA    OF   4400  2.00      9.823529     8.293335
10     Marcell Ozuna  MIA    OF   3700  0.00     10.647059    10.752565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         18         0.0 0.00     3 0.384 0.215
5          5         0.0 0.00     2 0.359 0.150
6         20         0.0 0.00     4 0.384 0.234
7          8         0.0 0.00     1 0.372 0.158
8         16         0.0 0.00     4 0.409 0.314
9         17         0.0 0.00     3 0.326 0.158
10        17         0.0 0.00     5 0.394 0.278

[1] "Total fpts: 97.85 (103)"
       Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11600  5.55     15.812500    7.6750000
2         Alex Wood  LAD     P   7400 22.30     10.175000    0.1767767
3      Jose Lobaton  WSH     C   3100  2.00      5.250000    6.0759087
4  Paul Goldschmidt  ARI    1B   5000 26.00     10.857143    7.8120786
5     Brandon Drury  ARI    2B   3400  7.00      6.263158    6.0446680
6         Jake Lamb  ARI    3B   3900 10.00     10.050000    6.9393993
7      Chris Owings  ARI OF/SS   3400  2.00     10.222222    9.7591921
8       Nelson Cruz  SEA    OF   4200 21.00      9.450000    8.2810818
9    Kyle Schwarber  CHC    OF   4200  2.00      7.352941    5.6451437
10    Yasmany Tomas  ARI    OF   3800  0.00     10.058824    9.0517304
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          2         3.4 1.10    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         21         0.0 0.00     3 0.427 0.243
5         19         0.0 0.00     6 0.327 0.086
6         20         0.0 0.00     4 0.384 0.234
7         18         0.0 0.00     7 0.371 0.164
8         20         0.0 0.00     4 0.394 0.230
9         17         0.0 0.00     1 0.341 0.171
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 97.05 (104)"
       Lineup (54) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
2  Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3     Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4   Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7    Jorge Polanco  MIN  SS   3700  0.00      7.600000     4.452928
8  Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
9     Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
10      AJ Pollock  ARI  OF   4200 20.00     10.578947     8.552555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.4 1.20    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         15         0.0 0.00     2 0.325 0.121
8         18         0.0 0.00     4 0.274 0.137
9         13         0.0 0.00     7 0.328 0.182
10        19         0.0 0.00     1 0.357 0.174

[1] "Total fpts: 96.65 (105)"
      Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2     Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3    Stephen Vogt  OAK     C   2900  3.00      3.769231     3.467801
4      Ryon Healy  OAK 1B/3B   3100  0.00      6.500000     7.702813
5      Jed Lowrie  OAK    2B   2600 10.00      6.529412     6.606036
6  Anthony Rendon  WSH    3B   4800  0.00      5.133333     4.273952
7     Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8    Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9     Khris Davis  OAK    OF   3600  9.00      8.352941     7.288185
10    Jaff Decker  OAK    OF   2000  3.00      4.285714     2.690371
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         13         0.0 0.00     5 0.259 0.140
4         16         0.0 0.00     3 0.327 0.206
5         17         0.0 0.00     2 0.344 0.130
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         17         0.0 0.00     4 0.403 0.349
10         7         0.0 0.00     1 0.353 0.120

[1] "Total fpts: 96.5 (106)"
         Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2     Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3        JT Realmuto  MIA   C   3600  8.00      7.285714     6.615001
4        Justin Bour  MIA  1B   3300  7.00      6.200000     6.360593
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7        Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8  Giancarlo Stanton  MIA  OF   4700  2.00     11.000000    10.689559
9   Christian Yelich  MIA  OF   4400  2.00      9.823529     8.293335
10     Marcell Ozuna  MIA  OF   3700  0.00     10.647059    10.752565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         15         0.0 0.00     7 0.288 0.177
5         16         0.0 0.00     5 0.384 0.217
6         19         0.0 0.00     3 0.438 0.351
7          8         0.0 0.00     1 0.372 0.158
8         16         0.0 0.00     4 0.409 0.314
9         17         0.0 0.00     3 0.326 0.158
10        17         0.0 0.00     5 0.394 0.278

[1] "Total fpts: 96.2 (107)"
        Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3  Willson Contreras  CHC   C   3300  3.00      7.769231     9.756655
4      Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5        Javier Baez  CHC  2B   3400 10.00      5.384615     6.305268
6          Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7    Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8  Giancarlo Stanton  MIA  OF   4700  2.00     11.000000    10.689559
9        Nelson Cruz  SEA  OF   4200 21.00      9.450000     8.281082
10     Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         13         0.0 0.00     6 0.334 0.185
4         18         0.0 0.00     3 0.384 0.215
5         13         0.0 0.00     7 0.259 0.137
6         20         0.0 0.00     4 0.384 0.234
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     4 0.409 0.314
9         20         0.0 0.00     4 0.394 0.230
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 95.85 (108)"
          Lineup (77) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2      Matt Shoemaker  LAA     P   7500 17.85      7.733333    12.071696
3  Francisco Cervelli  PIT     C   2900  9.00      4.714286     3.646464
4           Wil Myers   SD    1B   4800  0.00      9.300000     8.386079
5       Josh Harrison  PIT 2B/3B   3400 21.00      6.133333     3.852025
6      Anthony Rendon  WSH    3B   4800  0.00      5.133333     4.273952
7        Jordy Mercer  PIT    SS   2900  5.00      4.882353     4.580971
8        Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9    Andrew McCutchen  PIT    OF   4200  7.00      6.944444     6.863991
10    Gregory Polanco  PIT    OF   4100  5.00      6.285714     6.866066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3         14         0.0 0.00     5 0.275 0.175
4         20         0.0 0.00     3 0.406 0.281
5         15         0.0 0.00     1 0.351 0.097
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     2 0.260 0.059
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     3 0.331 0.181
10        14         0.0 0.00     4 0.275 0.065

[1] "Total fpts: 95.85 (109)"
       Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2       Sean Manaea  OAK   P   7600 -1.90     16.712500     5.834149
3      Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4     Anthony Rizzo  CHC  1B   4800 25.00      9.722222     7.675826
5      Brian Dozier  MIN  2B   5000  7.00      8.466667     4.926121
6       Kris Bryant  CHC  3B   4700 19.00      9.555556     8.555853
7   Addison Russell  CHC  SS   3300  0.00      9.882353     8.673828
8  Charlie Blackmon  COL  OF   5600  7.00     11.947368     8.017160
9    Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
10    Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7 0.80    NA 0.000 0.000
2          4         5.6 1.12    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         18         0.0 0.00     3 0.384 0.215
5         15         0.0 0.00     1 0.314 0.130
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         19         0.0 0.00     1 0.390 0.357
9         17         0.0 0.00     1 0.341 0.171
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 95.6 (110)"
        Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2     Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3         Sandy Leon  BOS   C   2700  0.00      5.888889     8.922506
4     Mitch Moreland  BOS  1B   3000  2.00      8.875000     7.570777
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7    Xander Bogaerts  BOS  SS   4100  0.00      8.000000     5.027199
8         Mike Trout  LAA  OF   5100 10.00     11.105263     4.875047
9       Mookie Betts  BOS  OF   4900  8.00      8.428571     9.394878
10 Andrew Benintendi  BOS  OF   3600  4.00      8.133333     6.566872
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3          9         0.0 0.00     9 0.234 0.114
4         16         0.0 0.00     4 0.403 0.233
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.438 0.351
7         12         0.0 0.00     1 0.333 0.018
8         19         0.0 0.00     3 0.464 0.358
9         14         0.0 0.00     3 0.378 0.156
10        15         0.0 0.00     2 0.384 0.097

[1] "Total fpts: 95.25 (111)"
       Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2  Hector Santiago  MIN   P   5500 13.25     21.500000     2.899138
3      Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4   Logan Morrison   TB  1B   3800  9.00      8.000000     7.974961
5      Brad Miller   TB  2B   4300  2.00      7.777778     7.878157
6    Evan Longoria   TB  3B   4700  3.00      7.500000     6.573471
7      Trea Turner  WSH  SS   5400 28.00     12.857143    15.962754
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9     Steven Souza   TB  OF   4100  0.00      8.550000     6.954552
10 Kevin Kiermaier   TB  OF   4000  4.00      6.368421     7.484878
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         16         0.0 0.00     6 0.344 0.197
5         18         0.0 0.00     4 0.345 0.160
6         20         0.0 0.00     3 0.323 0.169
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         20         0.0 0.00     5 0.431 0.241
10        19         0.0 0.00     2 0.301 0.098

[1] "Total fpts: 94.3 (112)"
         Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2       Luis Severino  NYY     P   7600 28.75     25.133333    12.355397
3         JT Realmuto  MIA     C   3600  8.00      7.285714     6.615001
4         Justin Bour  MIA    1B   3300  7.00      6.200000     6.360593
5    Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6       Nolan Arenado  COL    3B   5600  5.00     10.000000     8.602325
7  Adeiny Hechavarria  MIA    SS   2700 15.00      2.666667     2.943920
8   Giancarlo Stanton  MIA    OF   4700  2.00     11.000000    10.689559
9       Marcell Ozuna  MIA    OF   3700  0.00     10.647059    10.752565
10      Manuel Margot   SD    OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         15         0.0 0.00     7 0.288 0.177
5          0         0.0 0.00     2 0.180 0.000
6         19         0.0 0.00     3 0.438 0.351
7          6         0.0 0.00     8 0.174 0.000
8         16         0.0 0.00     4 0.409 0.314
9         17         0.0 0.00     5 0.394 0.278
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 94.3 (113)"
       Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2     Luis Severino  NYY     P   7600 28.75     25.133333    12.355397
3      Jose Lobaton  WSH     C   3100  2.00      5.250000     6.075909
4     Matt Holliday  NYY 1B/OF   4100  4.00      7.230769     7.617456
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Chase Headley  NYY    3B   3300 12.00      9.764706     6.796409
7   Ronald Torreyes  NYY    SS   2700  3.00      6.437500     6.612803
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9     Brett Gardner  NYY    OF   4000  5.00      7.357143     7.174819
10  Jacoby Ellsbury  NYY    OF   3900  2.00      8.823529     6.257349
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         6.7 0.80    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         13         0.0 0.00     3 0.352 0.174
5          0         0.0 0.00     2 0.180 0.000
6         17         0.0 0.00     2 0.430 0.226
7         16         0.0 0.00     9 0.311 0.138
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     1 0.272 0.055
10        17         0.0 0.00     4 0.382 0.121

[1] "Total fpts: 92.9 (114)"
        Lineup (44) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.0     13.975000     8.160729
2     Tyler Glasnow  PIT     P   6300  2.9      5.100000    12.789156
3     Austin Hedges   SD     C   3000  5.0      7.470588     8.846734
4  Paul Goldschmidt  ARI    1B   5000 26.0     10.857143     7.812079
5     Brandon Drury  ARI    2B   3400  7.0      6.263158     6.044668
6         Jake Lamb  ARI    3B   3900 10.0     10.050000     6.939399
7      Chris Owings  ARI OF/SS   3400  2.0     10.222222     9.759192
8      Bryce Harper  WSH    OF   6100 22.0     14.937500    13.122341
9        Adam Eaton  WSH    OF   5200  9.0      9.812500     6.978240
10    Yasmany Tomas  ARI    OF   3800  0.0     10.058824     9.051730
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         21         0.0 0.00     3 0.427 0.243
5         19         0.0 0.00     6 0.327 0.086
6         20         0.0 0.00     4 0.384 0.234
7         18         0.0 0.00     7 0.371 0.164
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        17         0.0 0.00     5 0.400 0.290

[1] "Total fpts: 91.1 (115)"
       Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Wei-Yin Chen  MIA   P   7100  3.85     13.066667    14.317501
2         Alex Cobb   TB   P   6400  7.25     11.900000    10.899006
3      Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4    Ryan Zimmerman  WSH  1B   4900 26.00     12.500000     8.546254
5     Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6    Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Jordy Mercer  PIT  SS   2900  5.00      4.882353     4.580971
8  Charlie Blackmon  COL  OF   5600  7.00     11.947368     8.017160
9      Mookie Betts  BOS  OF   4900  8.00      8.428571     9.394878
10     Jayson Werth  WSH  OF   4600  9.00      4.846154     4.913352
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.3 1.06    NA 0.000 0.000
2          4         6.0 1.42    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         14         0.0 0.00     4 0.496 0.400
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     2 0.260 0.059
8         19         0.0 0.00     1 0.390 0.357
9         14         0.0 0.00     3 0.378 0.156
10        13         0.0 0.00     7 0.328 0.182

[1] "Total fpts: 89.75 (116)"
        Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2      James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3     Austin Hedges   SD     C   3000  5.00      7.470588     8.846734
4         Jay Bruce  NYM 1B/OF   3300 10.00      9.722222    11.187207
5       Neil Walker  NYM    2B   3300  2.00      6.111111     6.163354
6    Anthony Rendon  WSH    3B   4800  0.00      5.133333     4.273952
7  Asdrubal Cabrera  NYM    SS   3400  4.00      7.411765     7.810720
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9   Yoenis Cespedes  NYM    OF   4000  3.00     10.600000    13.595167
10 Michael Conforto  NYM    OF   3200  0.00     12.375000     8.895223
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         18         0.0 0.00     4 0.387 0.286
5         18         0.0 0.00     5 0.285 0.132
6         15         0.0 0.00     6 0.285 0.027
7         17         0.0 0.00     2 0.305 0.107
8         16         0.0 0.00     3 0.544 0.400
9         15         0.0 0.00     3 0.417 0.368
10         8         0.0 0.00     1 0.468 0.361

[1] "Total fpts: 88.9 (117)"
          Lineup (43) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Cole Hamels  TEX   P   9300  9.0     13.975000     8.160729
2       Tyler Glasnow  PIT   P   6300  2.9      5.100000    12.789156
3         JT Realmuto  MIA   C   3600  8.0      7.285714     6.615001
4         Justin Bour  MIA  1B   3300  7.0      6.200000     6.360593
5       Daniel Murphy  WSH  2B   5300 23.0      9.000000    10.424331
6      Anthony Rendon  WSH  3B   4800  0.0      5.133333     4.273952
7  Adeiny Hechavarria  MIA  SS   2700 15.0      2.666667     2.943920
8        Bryce Harper  WSH  OF   6100 22.0     14.937500    13.122341
9   Giancarlo Stanton  MIA  OF   4700  2.0     11.000000    10.689559
10      Marcell Ozuna  MIA  OF   3700  0.0     10.647059    10.752565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         15         0.0 0.00     7 0.288 0.177
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7          6         0.0 0.00     8 0.174 0.000
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     4 0.409 0.314
10        17         0.0 0.00     5 0.394 0.278

[1] "Total fpts: 88.1 (118)"
       Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
2        Alex Cobb   TB   P   6400  7.25     11.900000    10.899006
3      Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4    Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5      DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6    Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7    Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9  Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
10   Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.4 1.20    NA 0.000 0.000
2          4         6.0 1.42    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     4 0.274 0.137
10        13         0.0 0.00     6 0.365 0.175

[1] "Total fpts: 86.65 (119)"
       Lineup (138) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2       Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
3      Buster Posey   SF   C   3500  8.00      6.785714     5.250327
4         Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5         Joe Panik   SF  2B   3200  0.00      7.166667     5.762455
6     Eduardo Nunez   SF  3B   3400  0.00      6.684211     7.401596
7  Christian Arroyo   SF  SS   2800 16.00           NaN           NA
8      Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9        Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
10 Gorkys Hernandez   SF  OF   2400 10.00      4.571429     7.161404
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         14         0.0 0.00     4 0.404 0.100
4         20         0.0 0.00     3 0.406 0.281
5         18         0.0 0.00     6 0.377 0.136
6         19         0.0 0.00     3 0.263 0.040
7          0         0.0 0.00     5 0.113 0.000
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10         7         0.0 0.00     7 0.185 0.026

[1] "Total fpts: 84.75 (120)"
         Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2    Robert Gsellman  NYM     P   6700 -4.80     11.033333    10.069550
3  Robinson Chirinos  TEX     C   3100  7.00     15.166667    12.592326
4      Anthony Rizzo  CHC    1B   4800 25.00      9.722222     7.675826
5   Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6        Kris Bryant  CHC    3B   4700 19.00      9.555556     8.555853
7    Addison Russell  CHC    SS   3300  0.00      9.882353     8.673828
8         Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
9     Kyle Schwarber  CHC    OF   4200  2.00      7.352941     5.645144
10           Jon Jay  CHC    OF   2800 12.00      5.200000     6.220932
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         18         0.0 0.00     3 0.384 0.215
5          0         0.0 0.00     2 0.180 0.000
6         18         0.0 0.00     2 0.349 0.161
7         17         0.0 0.00     4 0.351 0.177
8         16         0.0 0.00     1 0.362 0.143
9         17         0.0 0.00     1 0.341 0.171
10         5         0.0 0.00     9 0.370 0.069

[1] "Total fpts: 84.65 (121)"
         Lineup (134) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2         Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3  Francisco Cervelli  PIT     C   2900  9.00      4.714286     3.646464
4          Jose Osuna  PIT 1B/OF   2700  0.00     10.666667    10.066446
5       Daniel Murphy  WSH    2B   5300 23.00      9.000000    10.424331
6       Nolan Arenado  COL    3B   5600  5.00     10.000000     8.602325
7        Jordy Mercer  PIT    SS   2900  5.00      4.882353     4.580971
8          Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
9    Andrew McCutchen  PIT    OF   4200  7.00      6.944444     6.863991
10    Gregory Polanco  PIT    OF   4100  5.00      6.285714     6.866066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         14         0.0 0.00     5 0.275 0.175
4          3         0.0 0.00     6 0.396 0.333
5         16         0.0 0.00     5 0.384 0.217
6         19         0.0 0.00     3 0.438 0.351
7         17         0.0 0.00     2 0.260 0.059
8         16         0.0 0.00     1 0.362 0.143
9         18         0.0 0.00     3 0.331 0.181
10        14         0.0 0.00     4 0.275 0.065

[1] "Total fpts: 84.2 (122)"
       Lineup (49) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX     P   9300  9.0     13.975000     8.160729
2  Robert Gsellman  NYM     P   6700 -4.8     11.033333    10.069550
3    Austin Hedges   SD     C   3000  5.0      7.470588     8.846734
4    Matt Holliday  NYY 1B/OF   4100  4.0      7.230769     7.617456
5   Starlin Castro  NYY    2B   3700  2.0      9.055556     6.628568
6    Chase Headley  NYY    3B   3300 12.0      9.764706     6.796409
7      Trea Turner  WSH    SS   5400 28.0     12.857143    15.962754
8     Bryce Harper  WSH    OF   6100 22.0     14.937500    13.122341
9    Brett Gardner  NYY    OF   4000  5.0      7.357143     7.174819
10 Jacoby Ellsbury  NYY    OF   3900  2.0      8.823529     6.257349
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         13         0.0 0.00     3 0.352 0.174
5         18         0.0 0.00     5 0.418 0.214
6         17         0.0 0.00     2 0.430 0.226
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     1 0.272 0.055
10        17         0.0 0.00     4 0.382 0.121

[1] "Total fpts: 84.1 (123)"
          Lineup (60) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Robert Gsellman  NYM     P   6700 -4.8     11.033333    10.069550
2       Tyler Glasnow  PIT     P   6300  2.9      5.100000    12.789156
3  Welington Castillo  BAL     C   3700  6.0      5.714286     4.952522
4         Chris Davis  BAL    1B   4500  9.0      6.894737     6.911301
5    Cory Spangenberg   SD 2B/3B   3500 10.0           NaN           NA
6       Manny Machado  BAL    3B   4700  8.0      6.368421     6.066397
7         Trea Turner  WSH    SS   5400 28.0     12.857143    15.962754
8        Bryce Harper  WSH    OF   6100 22.0     14.937500    13.122341
9         Mark Trumbo  BAL    OF   4400  0.0      5.210526     6.285600
10         Adam Jones  BAL    OF   4300  3.0      8.421053     6.793099
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         3.5 1.36    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         14         0.0 0.00     6 0.306 0.109
4         19         0.0 0.00     4 0.353 0.203
5          0         0.0 0.00     2 0.180 0.000
6         19         0.0 0.00     3 0.288 0.174
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         19         0.0 0.00     5 0.237 0.081
10        19         0.0 0.00     2 0.369 0.216

[1] "Total fpts: 83.95 (124)"
       Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Sean Manaea  OAK   P   7600 -1.90     16.712500     5.834149
2    Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
3      James McCann  DET   C   2700  3.00      7.666667     9.772410
4     Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5       DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6     Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7       Erick Aybar   SD  SS   2800 26.00      4.529412     4.651850
8  Charlie Blackmon  COL  OF   5600  7.00     11.947368     8.017160
9   Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
10    Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.6 1.12    NA 0.000 0.000
2          3         5.4 1.20    NA 0.000 0.000
3          9         0.0 0.00     7 0.344 0.333
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7         17         0.0 0.00     7 0.250 0.097
8         19         0.0 0.00     1 0.390 0.357
9         18         0.0 0.00     4 0.274 0.137
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 82.9 (125)"
        Lineup (104) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX     P   9300  9.0     13.975000     8.160729
2      Tyler Glasnow  PIT     P   6300  2.9      5.100000    12.789156
3        JT Realmuto  MIA     C   3600  8.0      7.285714     6.615001
4     Ryan Zimmerman  WSH    1B   4900 26.0     12.500000     8.546254
5       Martin Prado  MIA 2B/3B   3500 14.0      7.400000     5.504544
6      Nolan Arenado  COL    3B   5600  5.0     10.000000     8.602325
7       Elvis Andrus  TEX    SS   3800 14.0      7.526316     7.581911
8  Giancarlo Stanton  MIA    OF   4700  2.0     11.000000    10.689559
9   Christian Yelich  MIA    OF   4400  2.0      9.823529     8.293335
10     Marcell Ozuna  MIA    OF   3700  0.0     10.647059    10.752565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         14         0.0 0.00     4 0.496 0.400
5          5         0.0 0.00     2 0.359 0.150
6         19         0.0 0.00     3 0.438 0.351
7         19         0.0 0.00     2 0.311 0.188
8         16         0.0 0.00     4 0.409 0.314
9         17         0.0 0.00     3 0.326 0.158
10        17         0.0 0.00     5 0.394 0.278

[1] "Total fpts: 81.55 (126)"
        Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
2     Tyler Glasnow  PIT     P   6300  2.90      5.100000    12.789156
3      Tony Wolters  COL     C   3200  5.00      7.083333     5.775471
4     Mark Reynolds  COL    1B   4500  6.00     11.166667     9.287880
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6         Jake Lamb  ARI    3B   3900 10.00     10.050000     6.939399
7      Trevor Story  COL    SS   5200  0.00      8.000000     6.145299
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9   Carlos Gonzalez  COL    OF   5100  4.00      5.500000     4.973459
10    Gerardo Parra  COL    OF   4100  9.00      8.923077     7.376331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         12         0.0 0.00     8 0.387 0.073
4         18         0.0 0.00     5 0.439 0.351
5          0         0.0 0.00     2 0.180 0.000
6         20         0.0 0.00     4 0.384 0.234
7         18         0.0 0.00     7 0.286 0.216
8         16         0.0 0.00     3 0.544 0.400
9         18         0.0 0.00     4 0.274 0.137
10        13         0.0 0.00     6 0.365 0.175

[1] "Total fpts: 80.95 (127)"
       Lineup (115) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2   Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3       Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4     Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5       DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6     Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7       Jean Segura  SEA  SS   4100 19.00     11.750000     9.067209
8  Charlie Blackmon  COL  OF   5600  7.00     11.947368     8.017160
9   Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
10    Jason Heyward  CHC  OF   3000  7.00      8.500000     7.293833
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7 0.80    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7          8         0.0 0.00     1 0.372 0.158
8         19         0.0 0.00     1 0.390 0.357
9         18         0.0 0.00     4 0.274 0.137
10        16         0.0 0.00     5 0.335 0.155

[1] "Total fpts: 80.55 (128)"
      Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Alex Wood  LAD   P   7400 22.30     10.175000    0.1767767
2  Hector Santiago  MIN   P   5500 13.25     21.500000    2.8991378
3      JT Realmuto  MIA   C   3600  8.00      7.285714    6.6150013
4    Mark Reynolds  COL  1B   4500  6.00     11.166667    9.2878795
5      DJ LeMahieu  COL  2B   4900  4.00      6.777778    6.8044584
6    Nolan Arenado  COL  3B   5600  5.00     10.000000    8.6023253
7  Xander Bogaerts  BOS  SS   4100  0.00      8.000000    5.0271988
8       Adam Eaton  WSH  OF   5200  9.00      9.812500    6.9782400
9  Carlos Gonzalez  COL  OF   5100  4.00      5.500000    4.9734590
10   Gerardo Parra  COL  OF   4100  9.00      8.923077    7.3763308
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          2         3.4 1.10    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7         12         0.0 0.00     1 0.333 0.018
8         16         0.0 0.00     1 0.362 0.143
9         18         0.0 0.00     4 0.274 0.137
10        13         0.0 0.00     6 0.365 0.175

[1] "Total fpts: 79.95 (129)"
      Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     James Paxton  SEA   P   8200 34.75     25.450000    12.490063
2  Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3     Jose Lobaton  WSH   C   3100  2.00      5.250000     6.075909
4        Wil Myers   SD  1B   4800  0.00      9.300000     8.386079
5     Brian Dozier  MIN  2B   5000  7.00      8.466667     4.926121
6      Miguel Sano  MIN  3B   4600  9.00      9.625000     8.701532
7    Jorge Polanco  MIN  SS   3700  0.00      7.600000     4.452928
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9  Robbie Grossman  MIN  OF   4000  3.00      8.846154     6.108002
10    Byron Buxton  MIN  OF   3600  7.00      4.076923     5.040859
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 0.87    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         20         0.0 0.00     3 0.406 0.281
5         15         0.0 0.00     1 0.314 0.130
6         16         0.0 0.00     3 0.427 0.333
7         15         0.0 0.00     2 0.325 0.121
8         16         0.0 0.00     3 0.544 0.400
9         13         0.0 0.00     4 0.399 0.135
10        13         0.0 0.00     9 0.185 0.033

[1] "Total fpts: 79.65 (130)"
         Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL     P   8600 17.45     13.337500    11.962537
2    Robert Gsellman  NYM     P   6700 -4.80     11.033333    10.069550
3         Sandy Leon  BOS     C   2700  0.00      5.888889     8.922506
4      Anthony Rizzo  CHC    1B   4800 25.00      9.722222     7.675826
5    Marco Hernandez  BOS 2B/SS   2700  3.00      4.875000     3.979860
6      Nolan Arenado  COL    3B   5600  5.00     10.000000     8.602325
7    Xander Bogaerts  BOS    SS   4100  0.00      8.000000     5.027199
8       Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9       Mookie Betts  BOS    OF   4900  8.00      8.428571     9.394878
10 Andrew Benintendi  BOS    OF   3600  4.00      8.133333     6.566872
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.39    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          9         0.0 0.00     9 0.234 0.114
4         18         0.0 0.00     3 0.384 0.215
5          8         0.0 0.00     8 0.292 0.029
6         19         0.0 0.00     3 0.438 0.351
7         12         0.0 0.00     1 0.333 0.018
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     3 0.378 0.156
10        15         0.0 0.00     2 0.384 0.097

[1] "Total fpts: 77.75 (131)"
         Lineup (62) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       James Paxton  SEA     P   8200 34.75     25.450000    12.490063
3         Sandy Leon  BOS     C   2700  0.00      5.888889     8.922506
4          Wil Myers   SD    1B   4800  0.00      9.300000     8.386079
5    Marco Hernandez  BOS 2B/SS   2700  3.00      4.875000     3.979860
6          Jake Lamb  ARI    3B   3900 10.00     10.050000     6.939399
7    Xander Bogaerts  BOS    SS   4100  0.00      8.000000     5.027199
8         Adam Eaton  WSH    OF   5200  9.00      9.812500     6.978240
9       Mookie Betts  BOS    OF   4900  8.00      8.428571     9.394878
10 Andrew Benintendi  BOS    OF   3600  4.00      8.133333     6.566872
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.3 0.87    NA 0.000 0.000
3          9         0.0 0.00     9 0.234 0.114
4         20         0.0 0.00     3 0.406 0.281
5          8         0.0 0.00     8 0.292 0.029
6         20         0.0 0.00     4 0.384 0.234
7         12         0.0 0.00     1 0.333 0.018
8         16         0.0 0.00     1 0.362 0.143
9         14         0.0 0.00     3 0.378 0.156
10        15         0.0 0.00     2 0.384 0.097

[1] "Total fpts: 75.55 (132)"
      Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2    Tyler Glasnow  PIT   P   6300  2.90      5.100000    12.789156
3    Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4    Kennys Vargas  MIN  1B   4000  5.00     13.000000     8.485281
5     Brian Dozier  MIN  2B   5000  7.00      8.466667     4.926121
6      Miguel Sano  MIN  3B   4600  9.00      9.625000     8.701532
7    Jorge Polanco  MIN  SS   3700  0.00      7.600000     4.452928
8     Bryce Harper  WSH  OF   6100 22.00     14.937500    13.122341
9       Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
10 Robbie Grossman  MIN  OF   4000  3.00      8.846154     6.108002
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4          2         0.0 0.00     5 0.472 0.333
5         15         0.0 0.00     1 0.314 0.130
6         16         0.0 0.00     3 0.427 0.333
7         15         0.0 0.00     2 0.325 0.121
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        13         0.0 0.00     4 0.399 0.135

[1] "Total fpts: 72.1 (133)"
       Lineup (40) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Robert Gsellman  NYM   P   6700 -4.8     11.033333    10.069550
2    Tyler Glasnow  PIT   P   6300  2.9      5.100000    12.789156
3    Austin Hedges   SD   C   3000  5.0      7.470588     8.846734
4    Mark Reynolds  COL  1B   4500  6.0     11.166667     9.287880
5      DJ LeMahieu  COL  2B   4900  4.0      6.777778     6.804458
6    Nolan Arenado  COL  3B   5600  5.0     10.000000     8.602325
7      Trea Turner  WSH  SS   5400 28.0     12.857143    15.962754
8  Carlos Gonzalez  COL  OF   5100  4.0      5.500000     4.973459
9    Gerardo Parra  COL  OF   4100  9.0      8.923077     7.376331
10   Manuel Margot   SD  OF   3700 13.0      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         3.5 1.36    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7          7         0.0 0.00     2 0.351 0.237
8         18         0.0 0.00     4 0.274 0.137
9         13         0.0 0.00     6 0.365 0.175
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 71.9 (134)"
         Lineup (67) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX   P   9300  9.0     13.975000     8.160729
2      Tyler Glasnow  PIT   P   6300  2.9      5.100000    12.789156
3  Robinson Chirinos  TEX   C   3100  7.0     15.166667    12.592326
4      Mark Reynolds  COL  1B   4500  6.0     11.166667     9.287880
5        DJ LeMahieu  COL  2B   4900  4.0      6.777778     6.804458
6      Nolan Arenado  COL  3B   5600  5.0     10.000000     8.602325
7      Taylor Motter  SEA  SS   3000  8.0     10.785714     9.225204
8   Charlie Blackmon  COL  OF   5600  7.0     11.947368     8.017160
9    Carlos Gonzalez  COL  OF   5100  4.0      5.500000     4.973459
10 Guillermo Heredia  SEA  OF   2600 19.0      6.500000     7.928250
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7         14         0.0 0.00     5 0.385 0.375
8         19         0.0 0.00     1 0.390 0.357
9         18         0.0 0.00     4 0.274 0.137
10         8         0.0 0.00     2 0.342 0.133

[1] "Total fpts: 71.25 (135)"
        Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2   Hector Santiago  MIN     P   5500 13.25     21.500000     2.899138
3      Jose Lobaton  WSH     C   3100  2.00      5.250000     6.075909
4     Mark Reynolds  COL    1B   4500  6.00     11.166667     9.287880
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Nolan Arenado  COL    3B   5600  5.00     10.000000     8.602325
7      Trevor Story  COL    SS   5200  0.00      8.000000     6.145299
8   Carlos Gonzalez  COL    OF   5100  4.00      5.500000     4.973459
9     Gerardo Parra  COL    OF   4100  9.00      8.923077     7.376331
10    Manuel Margot   SD    OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          2         6.2 0.97    NA 0.000 0.000
3          4         0.0 0.00     8 0.238 0.214
4         18         0.0 0.00     5 0.439 0.351
5          0         0.0 0.00     2 0.180 0.000
6         19         0.0 0.00     3 0.438 0.351
7         18         0.0 0.00     7 0.286 0.216
8         18         0.0 0.00     4 0.274 0.137
9         13         0.0 0.00     6 0.365 0.175
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 70.95 (136)"
       Lineup (83) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.00     13.975000     8.160729
2    Trevor Cahill   SD   P   4200 12.95     20.616667     5.832095
3     Tony Wolters  COL   C   3200  5.00      7.083333     5.775471
4    Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5    Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6   Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7     Trevor Story  COL  SS   5200  0.00      8.000000     6.145299
8  Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
9   Kyle Schwarber  CHC  OF   4200  2.00      7.352941     5.645144
10   Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         6.1 0.98    NA 0.000 0.000
3         12         0.0 0.00     8 0.387 0.073
4         18         0.0 0.00     5 0.439 0.351
5         16         0.0 0.00     5 0.384 0.217
6         15         0.0 0.00     6 0.285 0.027
7         18         0.0 0.00     7 0.286 0.216
8         18         0.0 0.00     4 0.274 0.137
9         17         0.0 0.00     1 0.341 0.171
10        13         0.0 0.00     6 0.365 0.175

[1] "Total fpts: 70.45 (137)"
        Lineup (116) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2      Tyler Glasnow  PIT     P   6300  2.90      5.100000    12.789156
3         Sandy Leon  BOS     C   2700  0.00      5.888889     8.922506
4     Ryan Zimmerman  WSH    1B   4900 26.00     12.500000     8.546254
5    Marco Hernandez  BOS 2B/SS   2700  3.00      4.875000     3.979860
6     Anthony Rendon  WSH    3B   4800  0.00      5.133333     4.273952
7    Xander Bogaerts  BOS    SS   4100  0.00      8.000000     5.027199
8       Mookie Betts  BOS    OF   4900  8.00      8.428571     9.394878
9        Nelson Cruz  SEA    OF   4200 21.00      9.450000     8.281082
10 Andrew Benintendi  BOS    OF   3600  4.00      8.133333     6.566872
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3          9         0.0 0.00     9 0.234 0.114
4         14         0.0 0.00     4 0.496 0.400
5          8         0.0 0.00     8 0.292 0.029
6         15         0.0 0.00     6 0.285 0.027
7         12         0.0 0.00     1 0.333 0.018
8         14         0.0 0.00     3 0.378 0.156
9         20         0.0 0.00     4 0.394 0.230
10        15         0.0 0.00     2 0.384 0.097

[1] "Total fpts: 69.9 (138)"
       Lineup (68) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX   P   9300  9.0     13.975000     8.160729
2    Tyler Glasnow  PIT   P   6300  2.9      5.100000    12.789156
3     Derek Norris   TB   C   3200  5.0      3.533333     4.290632
4        Wil Myers   SD  1B   4800  0.0      9.300000     8.386079
5      Brad Miller   TB  2B   4300  2.0      7.777778     7.878157
6    Evan Longoria   TB  3B   4700  3.0      7.500000     6.573471
7      Trea Turner  WSH  SS   5400 28.0     12.857143    15.962754
8  Corey Dickerson   TB  OF   4100  3.0      9.437500     6.376715
9  Kevin Kiermaier   TB  OF   4000  4.0      6.368421     7.484878
10   Manuel Margot   SD  OF   3700 13.0      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         15         0.0 0.00     9 0.169 0.017
4         20         0.0 0.00     3 0.406 0.281
5         18         0.0 0.00     4 0.345 0.160
6         20         0.0 0.00     3 0.323 0.169
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     1 0.415 0.311
9         19         0.0 0.00     2 0.301 0.098
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 69.65 (139)"
      Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Luis Severino  NYY   P   7600 28.75     25.133333    12.355397
2    Tyler Glasnow  PIT   P   6300  2.90      5.100000    12.789156
3      Mike Zunino  SEA   C   2800  5.00      4.714286     3.582620
4    Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5  Cesar Hernandez  PHI  2B   3500  0.00     12.266667     8.101734
6    Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7     Trevor Story  COL  SS   5200  0.00      8.000000     6.145299
8       Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
9  Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
10   Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.7 0.80    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         14         0.0 0.00     8 0.246 0.074
4         18         0.0 0.00     5 0.439 0.351
5         15         0.0 0.00     1 0.401 0.225
6         19         0.0 0.00     3 0.438 0.351
7         18         0.0 0.00     7 0.286 0.216
8         16         0.0 0.00     1 0.362 0.143
9         18         0.0 0.00     4 0.274 0.137
10        13         0.0 0.00     6 0.365 0.175

[1] "Total fpts: 68.05 (140)"
        Lineup (133) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Shoemaker  LAA   P   7500 17.85      7.733333    12.071696
2    Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3       Tony Wolters  COL   C   3200  5.00      7.083333     5.775471
4      Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6      Manny Machado  BAL  3B   4700  8.00      6.368421     6.066397
7       Trevor Story  COL  SS   5200  0.00      8.000000     6.145299
8         Adam Eaton  WSH  OF   5200  9.00      9.812500     6.978240
9    Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
10     Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.4 1.20    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         12         0.0 0.00     8 0.387 0.073
4         18         0.0 0.00     5 0.439 0.351
5         20         0.0 0.00     4 0.345 0.127
6         19         0.0 0.00     3 0.288 0.174
7         18         0.0 0.00     7 0.286 0.216
8         16         0.0 0.00     1 0.362 0.143
9         18         0.0 0.00     4 0.274 0.137
10        13         0.0 0.00     6 0.365 0.175

[1] "Total fpts: 67.65 (141)"
         Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2        Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3         Sandy Leon  BOS     C   2700  0.00      5.888889     8.922506
4     Mitch Moreland  BOS    1B   3000  2.00      8.875000     7.570777
5   Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Anthony Rendon  WSH    3B   4800  0.00      5.133333     4.273952
7    Xander Bogaerts  BOS    SS   4100  0.00      8.000000     5.027199
8       Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9       Mookie Betts  BOS    OF   4900  8.00      8.428571     9.394878
10 Andrew Benintendi  BOS    OF   3600  4.00      8.133333     6.566872
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3          9         0.0 0.00     9 0.234 0.114
4         16         0.0 0.00     4 0.403 0.233
5          0         0.0 0.00     2 0.180 0.000
6         15         0.0 0.00     6 0.285 0.027
7         12         0.0 0.00     1 0.333 0.018
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     3 0.378 0.156
10        15         0.0 0.00     2 0.384 0.097

[1] "Total fpts: 65.85 (142)"
        Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2    Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3  Robinson Chirinos  TEX   C   3100  7.00     15.166667    12.592326
4      Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6      Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7       Trevor Story  COL  SS   5200  0.00      8.000000     6.145299
8    Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
9      Gerardo Parra  COL  OF   4100  9.00      8.923077     7.376331
10      Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          6         0.0 0.00     8 0.625 0.722
4         18         0.0 0.00     5 0.439 0.351
5         16         0.0 0.00     5 0.384 0.217
6         19         0.0 0.00     3 0.438 0.351
7         18         0.0 0.00     7 0.286 0.216
8         18         0.0 0.00     4 0.274 0.137
9         13         0.0 0.00     6 0.365 0.175
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 65.5 (143)"
       Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL   P   7800 12.65     21.912500     9.586916
2      Wei-Yin Chen  MIA   P   7100  3.85     13.066667    14.317501
3     Austin Hedges   SD   C   3000  5.00      7.470588     8.846734
4     Mark Reynolds  COL  1B   4500  6.00     11.166667     9.287880
5       DJ LeMahieu  COL  2B   4900  4.00      6.777778     6.804458
6     Nolan Arenado  COL  3B   5600  5.00     10.000000     8.602325
7      Elvis Andrus  TEX  SS   3800 14.00      7.526316     7.581911
8  Charlie Blackmon  COL  OF   5600  7.00     11.947368     8.017160
9   Carlos Gonzalez  COL  OF   5100  4.00      5.500000     4.973459
10     Jabari Blash   SD  OF   2600  4.00      8.000000     8.717798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         5.3 1.06    NA 0.000 0.000
3         17         0.0 0.00     6 0.287 0.318
4         18         0.0 0.00     5 0.439 0.351
5         18         0.0 0.00     2 0.352 0.115
6         19         0.0 0.00     3 0.438 0.351
7         19         0.0 0.00     2 0.311 0.188
8         19         0.0 0.00     1 0.390 0.357
9         18         0.0 0.00     4 0.274 0.137
10         3         0.0 0.00     8 0.308 0.231

[1] "Total fpts: 61.85 (144)"
         Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
2    Robert Gsellman  NYM     P   6700 -4.80     11.033333    10.069550
3        JT Realmuto  MIA     C   3600  8.00      7.285714     6.615001
4          Wil Myers   SD    1B   4800  0.00      9.300000     8.386079
5       Martin Prado  MIA 2B/3B   3500 14.00      7.400000     5.504544
6     Anthony Rendon  WSH    3B   4800  0.00      5.133333     4.273952
7        Trea Turner  WSH    SS   5400 28.00     12.857143    15.962754
8  Giancarlo Stanton  MIA    OF   4700  2.00     11.000000    10.689559
9   Christian Yelich  MIA    OF   4400  2.00      9.823529     8.293335
10     Marcell Ozuna  MIA    OF   3700  0.00     10.647059    10.752565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.6 0.99    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         20         0.0 0.00     3 0.406 0.281
5          5         0.0 0.00     2 0.359 0.150
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     4 0.409 0.314
9         17         0.0 0.00     3 0.326 0.158
10        17         0.0 0.00     5 0.394 0.278

[1] "Total fpts: 60.75 (145)"
         Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2    Robert Gsellman  NYM   P   6700 -4.80     11.033333    10.069550
3         Sandy Leon  BOS   C   2700  0.00      5.888889     8.922506
4     Mitch Moreland  BOS  1B   3000  2.00      8.875000     7.570777
5      Daniel Murphy  WSH  2B   5300 23.00      9.000000    10.424331
6          Jake Lamb  ARI  3B   3900 10.00     10.050000     6.939399
7    Xander Bogaerts  BOS  SS   4100  0.00      8.000000     5.027199
8       Mookie Betts  BOS  OF   4900  8.00      8.428571     9.394878
9      Manuel Margot   SD  OF   3700 13.00      6.842105     5.620035
10 Andrew Benintendi  BOS  OF   3600  4.00      8.133333     6.566872
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3          9         0.0 0.00     9 0.234 0.114
4         16         0.0 0.00     4 0.403 0.233
5         16         0.0 0.00     5 0.384 0.217
6         20         0.0 0.00     4 0.384 0.234
7         12         0.0 0.00     1 0.333 0.018
8         14         0.0 0.00     3 0.378 0.156
9         19         0.0 0.00     1 0.334 0.184
10        15         0.0 0.00     2 0.384 0.097

[1] "Total fpts: 54.75 (146)"
       Lineup (95) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  11600  5.55     15.812500     7.675000
2  Robert Gsellman  NYM     P   6700 -4.80     11.033333    10.069550
3      Jeff Mathis  ARI     C   2200  0.00      2.909091     5.448937
4        Wil Myers   SD    1B   4800  0.00      9.300000     8.386079
5    Brandon Drury  ARI    2B   3400  7.00      6.263158     6.044668
6        Jake Lamb  ARI    3B   3900 10.00     10.050000     6.939399
7     Chris Owings  ARI OF/SS   3400  2.00     10.222222     9.759192
8     Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9    Yasmany Tomas  ARI    OF   3800  0.00     10.058824     9.051730
10   Manuel Margot   SD    OF   3700 13.00      6.842105     5.620035
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         11         0.0 0.00     8 0.160 0.100
4         20         0.0 0.00     3 0.406 0.281
5         19         0.0 0.00     6 0.327 0.086
6         20         0.0 0.00     4 0.384 0.234
7         18         0.0 0.00     7 0.371 0.164
8         16         0.0 0.00     3 0.544 0.400
9         17         0.0 0.00     5 0.400 0.290
10        19         0.0 0.00     1 0.334 0.184

[1] "Total fpts: 50.4 (147)"
        Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11600  5.55     15.812500     7.675000
2       Wei-Yin Chen  MIA   P   7100  3.85     13.066667    14.317501
3        JT Realmuto  MIA   C   3600  8.00      7.285714     6.615001
4        Justin Bour  MIA  1B   3300  7.00      6.200000     6.360593
5  Yangervis Solarte   SD  2B   3800 14.00      6.600000     6.244155
6     Anthony Rendon  WSH  3B   4800  0.00      5.133333     4.273952
7      Taylor Motter  SEA  SS   3000  8.00     10.785714     9.225204
8  Giancarlo Stanton  MIA  OF   4700  2.00     11.000000    10.689559
9   Christian Yelich  MIA  OF   4400  2.00      9.823529     8.293335
10     Marcell Ozuna  MIA  OF   3700  0.00     10.647059    10.752565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         5.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.164
4         15         0.0 0.00     7 0.288 0.177
5         20         0.0 0.00     4 0.345 0.127
6         15         0.0 0.00     6 0.285 0.027
7         14         0.0 0.00     5 0.385 0.375
8         16         0.0 0.00     4 0.409 0.314
9         17         0.0 0.00     3 0.326 0.158
10        17         0.0 0.00     5 0.394 0.278

[1] "Total fpts: NA (148)"
       Lineup (59) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Cole Hamels  TEX    P   9300  9.0     13.975000     8.160729
2    Tyler Glasnow  PIT    P   6300  2.9      5.100000    12.789156
3    Austin Romine  NYY    C   2800  0.0      7.100000     5.743595
4        Greg Bird <NA> <NA>     NA   NA           NaN           NA
5   Starlin Castro  NYY   2B   3700  2.0      9.055556     6.628568
6   Anthony Rendon  WSH   3B   4800  0.0      5.133333     4.273952
7      Trea Turner  WSH   SS   5400 28.0     12.857143    15.962754
8     Bryce Harper  WSH   OF   6100 22.0     14.937500    13.122341
9  Jacoby Ellsbury  NYY   OF   3900  2.0      8.823529     6.257349
10     Aaron Judge  NYY   OF   3900 20.0     10.500000     9.570789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          3         3.8 2.29    NA 0.000 0.000
3         10         0.0 0.00     8 0.367 0.135
4          0          NA   NA    NA    NA    NA
5         18         0.0 0.00     5 0.418 0.214
6         15         0.0 0.00     6 0.285 0.027
7          7         0.0 0.00     2 0.351 0.237
8         16         0.0 0.00     3 0.544 0.400
9         17         0.0 0.00     4 0.382 0.121
10        16         0.0 0.00     6 0.407 0.361

[1] "Total fpts: NA (149)"
       Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Cole Hamels  TEX     P   9300  9.00     13.975000     8.160729
2       Dylan Bundy  BAL     P   7800 12.65     21.912500     9.586916
3     Austin Romine  NYY     C   2800  0.00      7.100000     5.743595
4         Greg Bird <NA>  <NA>     NA    NA           NaN           NA
5  Cory Spangenberg   SD 2B/3B   3500 10.00           NaN           NA
6     Nolan Arenado  COL    3B   5600  5.00     10.000000     8.602325
7   Ronald Torreyes  NYY    SS   2700  3.00      6.437500     6.612803
8      Bryce Harper  WSH    OF   6100 22.00     14.937500    13.122341
9     Brett Gardner  NYY    OF   4000  5.00      7.357143     7.174819
10      Aaron Judge  NYY    OF   3900 20.00     10.500000     9.570789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.04    NA 0.000 0.000
2          4         6.6 0.99    NA 0.000 0.000
3         10         0.0 0.00     8 0.367 0.135
4          0          NA   NA    NA    NA    NA
5          0         0.0 0.00     2 0.180 0.000
6         19         0.0 0.00     3 0.438 0.351
7         16         0.0 0.00     9 0.311 0.138
8         16         0.0 0.00     3 0.544 0.400
9         14         0.0 0.00     1 0.272 0.055
10        16         0.0 0.00     6 0.407 0.361

[1] "Total fpts: NA (150)"
        Lineup (131) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC    P  11600  5.55     15.812500     7.675000
2    Robert Gsellman  NYM    P   6700 -4.80     11.033333    10.069550
3      Austin Romine  NYY    C   2800  0.00      7.100000     5.743595
4          Greg Bird <NA> <NA>     NA    NA           NaN           NA
5  Yangervis Solarte   SD   2B   3800 14.00      6.600000     6.244155
6      Chase Headley  NYY   3B   3300 12.00      9.764706     6.796409
7    Ronald Torreyes  NYY   SS   2700  3.00      6.437500     6.612803
8       Bryce Harper  WSH   OF   6100 22.00     14.937500    13.122341
9         Adam Eaton  WSH   OF   5200  9.00      9.812500     6.978240
10     Brett Gardner  NYY   OF   4000  5.00      7.357143     7.174819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.23    NA 0.000 0.000
2          3         3.5 1.36    NA 0.000 0.000
3         10         0.0 0.00     8 0.367 0.135
4          0          NA   NA    NA    NA    NA
5         20         0.0 0.00     4 0.345 0.127
6         17         0.0 0.00     2 0.430 0.226
7         16         0.0 0.00     9 0.311 0.138
8         16         0.0 0.00     3 0.544 0.400
9         16         0.0 0.00     1 0.362 0.143
10        14         0.0 0.00     1 0.272 0.055



***********************************************************************************************
Contest 10: 2017-04-28 $55.00entry_DKFiveYearAnniversary$55
***********************************************************************************************
[1] "PnL: -3720"

[1] "Total fpts: 179.95 (1)"
       Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2  Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
3   Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4  Freddie Freeman  ATL  1B   4800 16.00     12.789474    11.863009
5   Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6     Todd Frazier  CWS  3B   4200 16.00      6.363636     7.826528
7     Tim Anderson  CWS  SS   3400 23.00      6.312500     6.107031
8    Melky Cabrera  CWS  OF   3700  6.00      5.285714     4.065399
9     Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
10  Avisail Garcia  CWS  OF   3100 24.00     10.235294     9.059038
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     3 0.523 0.394
5         12         0.0 0.00     1 0.283 0.073
6         11         0.0 0.00     4 0.255 0.163
7         16         0.0 0.00     2 0.242 0.063
8         14         0.0 0.00     3 0.280 0.064
9         16         0.0 0.00     2 0.330 0.139
10        17         0.0 0.00     5 0.437 0.227

[1] "Total fpts: 178.7 (2)"
      Lineup (105) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3   Salvador Perez   KC     C   3300 21.0      6.176471     6.237340
4    Matt Holliday  NYY 1B/OF   4100 32.0      7.200000     7.143429
5   Starlin Castro  NYY    2B   3500 24.0      8.650000     6.466716
6    Chase Headley  NYY    3B   3900 13.0      9.631579     6.525255
7     Jordy Mercer  PIT    SS   2900 20.0      4.888889     4.444281
8    Brett Gardner  NYY    OF   4000  3.0      7.200000     6.940564
9  Jacoby Ellsbury  NYY    OF   3800 24.0      8.000000     6.403124
10    Josh Reddick  HOU    OF   3500  8.0      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         15         0.0 0.00     3 0.353 0.154
5         20         0.0 0.00     5 0.399 0.192
6         19         0.0 0.00     2 0.417 0.214
7         18         0.0 0.00     2 0.267 0.056
8         15         0.0 0.00     1 0.275 0.051
9         19         0.0 0.00     4 0.348 0.110
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 177.95 (3)"
      Lineup (117) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2  Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
3      Evan Gattis  HOU   C   3700 19.00      8.000000     6.550503
4      Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5       Jed Lowrie  OAK  2B   2800  8.00      6.842105     6.300469
6    Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7         JJ Hardy  BAL  SS   3000  6.00      4.111111     5.768973
8      Mark Trumbo  BAL  OF   4200 26.00      4.950000     6.227908
9       Adam Jones  BAL  OF   4100 12.00      8.150000     6.722116
10    Joey Rickard  BAL  OF   2900 12.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         19         0.0 0.00     4 0.256 0.073
5         19         0.0 0.00     3 0.356 0.143
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     9 0.216 0.092
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 173.35 (4)"
       Lineup (95) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.50      29.48333     1.898903
2      Blake Snell   TB     P   7200  7.85      10.05000     1.934554
3      Evan Gattis  HOU     C   3700 19.00       8.00000     6.550503
4    Matt Holliday  NYY 1B/OF   4100 32.00       7.20000     7.143429
5   Starlin Castro  NYY    2B   3500 24.00       8.65000     6.466716
6   Mike Moustakas   KC    3B   3100  3.00       9.18750     6.685494
7   Didi Gregorius  NYY    SS   3500 10.00           NaN           NA
8      Aaron Judge  NYY    OF   4300 32.00      10.55556     9.506792
9     Kole Calhoun  LAA    OF   4000 10.00       5.55000     5.246302
10 Jacoby Ellsbury  NYY    OF   3800 24.00       8.00000     6.403124
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         15         0.0 0.00     3 0.353 0.154
5         20         0.0 0.00     5 0.399 0.192
6         16         0.0 0.00     2 0.377 0.316
7          0         0.0 0.00     6 0.000 0.000
8         18         0.0 0.00     7 0.409 0.373
9         20         0.0 0.00     2 0.283 0.068
10        19         0.0 0.00     4 0.348 0.110

[1] "Total fpts: 172.95 (5)"
         Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2     Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
3  Francisco Cervelli  PIT     C   2900 23.00      5.000000     3.683942
4       Albert Pujols  LAA    1B   4200 18.00      7.150000     6.368301
5       Josh Harrison  PIT 2B/3B   3400 15.00      7.062500     5.259515
6       Yunel Escobar  LAA    3B   3700 14.00      5.900000     6.827961
7        Jordy Mercer  PIT    SS   2900 20.00      4.888889     4.444281
8    Andrew McCutchen  PIT    OF   4200 12.00      6.947368     6.670613
9     Gregory Polanco  PIT    OF   4100  7.00      6.200000     6.624629
10       Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         15         0.0 0.00     5 0.286 0.182
4         20         0.0 0.00     4 0.283 0.098
5         16         0.0 0.00     1 0.380 0.139
6         20         0.0 0.00     1 0.273 0.075
7         18         0.0 0.00     2 0.267 0.056
8         19         0.0 0.00     3 0.330 0.184
9         15         0.0 0.00     4 0.273 0.061
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 172.6 (6)"
          Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2     Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3  Welington Castillo  BAL     C   3600 20.00      5.733333     4.772940
4         Chris Davis  BAL    1B   4300  4.00      7.000000     6.743418
5    Cory Spangenberg   SD 2B/3B   2800 10.00           NaN           NA
6       Manny Machado  BAL    3B   4700 30.00      6.450000     5.915857
7       Carlos Correa  HOU    SS   4700 12.00      5.764706     4.294319
8         Mark Trumbo  BAL    OF   4200 26.00      4.950000     6.227908
9          Adam Jones  BAL    OF   4100 12.00      8.150000     6.722116
10       Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         15         0.0 0.00     6 0.311 0.100
4         20         0.0 0.00     5 0.360 0.194
5          0         0.0 0.00     6 0.164 0.000
6         20         0.0 0.00     3 0.301 0.164
7         17         0.0 0.00     4 0.291 0.110
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 169.1 (7)"
        Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2    Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
3     Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4        Chris Davis  BAL  1B   4300  4.00      7.000000     6.743418
5     Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6      Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7  Andrelton Simmons  LAA  SS   3600  3.00      6.750000     6.406206
8        Mark Trumbo  BAL  OF   4200 26.00      4.950000     6.227908
9         Adam Jones  BAL  OF   4100 12.00      8.150000     6.722116
10      Joey Rickard  BAL  OF   2900 12.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         20         0.0 0.00     5 0.360 0.194
5         12         0.0 0.00     1 0.283 0.073
6         20         0.0 0.00     3 0.301 0.164
7         20         0.0 0.00     6 0.351 0.133
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 164.7 (8)"
      Lineup (131) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3     Derek Norris   TB   C   2600 19.0      3.625000     4.161330
4   Logan Morrison   TB  1B   3100 16.0      8.058824     7.725531
5      Jose Altuve  HOU  2B   4700  4.0     10.111111     8.750724
6    Manny Machado  BAL  3B   4700 30.0      6.450000     5.915857
7      Tim Beckham   TB  SS   2800 12.0      7.105263     9.152381
8       Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9  Corey Dickerson   TB  OF   3200 21.0      9.058824     6.368581
10  Shane Peterson   TB  OF   2100  3.0      6.142857     2.609506
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         16         0.0 0.00     9 0.180 0.033
4         17         0.0 0.00     6 0.347 0.200
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     3 0.301 0.164
7         19         0.0 0.00     7 0.332 0.213
8         21         0.0 0.00     3 0.448 0.337
9         17         0.0 0.00     1 0.410 0.299
10         7         0.0 0.00     8 0.353 0.167

[1] "Total fpts: 164.15 (9)"
         Lineup (124) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
2         Ian Kennedy   KC   P   8000 17.60     21.283333    12.480218
3  Welington Castillo  BAL   C   3600 20.00      5.733333     4.772940
4         Chris Davis  BAL  1B   4300  4.00      7.000000     6.743418
5         Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6       Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7        Tim Anderson  CWS  SS   3400 23.00      6.312500     6.107031
8         Mark Trumbo  BAL  OF   4200 26.00      4.950000     6.227908
9          Adam Jones  BAL  OF   4100 12.00      8.150000     6.722116
10       Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.52    NA 0.000 0.000
2          3         6.5 1.04    NA 0.000 0.000
3         15         0.0 0.00     6 0.311 0.100
4         20         0.0 0.00     5 0.360 0.194
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     3 0.301 0.164
7         16         0.0 0.00     2 0.242 0.063
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 162.75 (10)"
        Lineup (45) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2        Robbie Ray  ARI   P   8200 22.20     20.862500     8.943468
3  Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4      Brandon Belt   SF  1B   3700 17.00      7.250000     5.865824
5    Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7      Aledmys Diaz  STL  SS   4100  3.00      6.750000    10.292392
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
10      Khris Davis  OAK  OF   3900 32.00      8.052632     7.027515
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     2 0.366 0.238
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         16         0.0 0.00     2 0.278 0.193
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.283 0.068
10        19         0.0 0.00     4 0.396 0.319

[1] "Total fpts: 161.9 (11)"
        Lineup (55) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR   P   9100 28.3     18.012500    12.987390
2       Ian Kennedy   KC   P   8000 17.6     21.283333    12.480218
3  Martin Maldonado  LAA   C   2800  3.0      4.250000     3.587014
4     Albert Pujols  LAA  1B   4200 18.0      7.150000     6.368301
5   Jonathan Villar  MIL  2B   4400  5.0      8.095238     8.287972
6     Yunel Escobar  LAA  3B   3700 14.0      5.900000     6.827961
7      Corey Seager  LAD  SS   4300  8.0     10.000000     8.252591
8        Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9      Kole Calhoun  LAA  OF   4000 10.0      5.550000     5.246302
10      Khris Davis  OAK  OF   3900 32.0      8.052632     7.027515
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.24    NA 0.000 0.000
2          3         6.5 1.04    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.283 0.098
5         21         0.0 0.00     1 0.259 0.116
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     2 0.411 0.247
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.283 0.068
10        19         0.0 0.00     4 0.396 0.319

[1] "Total fpts: 160.6 (12)"
        Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2   Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3  Martin Maldonado  LAA     C   2800  3.00      4.250000     3.587014
4     Albert Pujols  LAA    1B   4200 18.00      7.150000     6.368301
5  Cory Spangenberg   SD 2B/3B   2800 10.00           NaN           NA
6     Yunel Escobar  LAA    3B   3700 14.00      5.900000     6.827961
7     Carlos Correa  HOU    SS   4700 12.00      5.764706     4.294319
8        Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9        AJ Pollock  ARI    OF   4200 17.00     10.666667     8.551803
10     Kole Calhoun  LAA    OF   4000 10.00      5.550000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.283 0.098
5          0         0.0 0.00     6 0.164 0.000
6         20         0.0 0.00     1 0.273 0.075
7         17         0.0 0.00     4 0.291 0.110
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     1 0.364 0.168
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 158.55 (13)"
       Lineup (54) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3     Derek Norris   TB   C   2600 19.00      3.625000     4.161330
4    Albert Pujols  LAA  1B   4200 18.00      7.150000     6.368301
5      Brad Miller   TB  2B   3400  6.00      7.473684     7.770088
6    Evan Longoria   TB  3B   4100 14.00      7.285714     6.481843
7     Tim Anderson  CWS  SS   3400 23.00      6.312500     6.107031
8       Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9  Kevin Kiermaier   TB  OF   3300  3.00      6.250000     7.304469
10 Corey Dickerson   TB  OF   3200 21.00      9.058824     6.368581
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         16         0.0 0.00     9 0.180 0.033
4         20         0.0 0.00     4 0.283 0.098
5         19         0.0 0.00     4 0.327 0.150
6         21         0.0 0.00     3 0.316 0.159
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.297 0.093
10        17         0.0 0.00     1 0.410 0.299

[1] "Total fpts: 157.55 (14)"
       Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3     Stephen Vogt  OAK     C   3400  0.00      3.714286     3.338092
4    Matt Holliday  NYY 1B/OF   4100 32.00      7.200000     7.143429
5   Starlin Castro  NYY    2B   3500 24.00      8.650000     6.466716
6    Chase Headley  NYY    3B   3900 13.00      9.631579     6.525255
7   Didi Gregorius  NYY    SS   3500 10.00           NaN           NA
8       Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9  Jacoby Ellsbury  NYY    OF   3800 24.00      8.000000     6.403124
10     Jaff Decker  OAK    OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         15         0.0 0.00     3 0.353 0.154
5         20         0.0 0.00     5 0.399 0.192
6         19         0.0 0.00     2 0.417 0.214
7          0         0.0 0.00     6 0.000 0.000
8         21         0.0 0.00     3 0.448 0.337
9         19         0.0 0.00     4 0.348 0.110
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 155.9 (15)"
          Lineup (72) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2     Carlos Carrasco  CLE     P  10200 22.4     24.783333    10.099546
3  Francisco Cervelli  PIT     C   2900 23.0      5.000000     3.683942
4          Jose Osuna  PIT 1B/OF   2700 20.0      8.000000     9.797959
5      Tyler Saladino  CWS    2B   3200 10.0      5.666667     5.348463
6       Manny Machado  BAL    3B   4700 30.0      6.450000     5.915857
7        Jordy Mercer  PIT    SS   2900 20.0      4.888889     4.444281
8    Andrew McCutchen  PIT    OF   4200 12.0      6.947368     6.670613
9     Gregory Polanco  PIT    OF   4100  7.0      6.200000     6.624629
10        Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         15         0.0 0.00     5 0.286 0.182
4          4         0.0 0.00     6 0.320 0.263
5         12         0.0 0.00     1 0.283 0.073
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     2 0.267 0.056
8         19         0.0 0.00     3 0.330 0.184
9         15         0.0 0.00     4 0.273 0.061
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 155.85 (16)"
       Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Kenta Maeda  LAD   P   8700 28.15       8.33750     4.251740
2        Lance Lynn  STL   P   7800 20.70      19.50000    11.822542
3  Martin Maldonado  LAA   C   2800  3.00       4.25000     3.587014
4     Albert Pujols  LAA  1B   4200 18.00       7.15000     6.368301
5      Brian Dozier  MIN  2B   4300  0.00       8.37500     4.773189
6     Yunel Escobar  LAA  3B   3700 14.00       5.90000     6.827961
7  Francisco Lindor  CLE  SS   4600 10.00      10.83333    10.199481
8        Mike Trout  LAA  OF   5600 26.00      10.85714     4.714719
9       Mark Trumbo  BAL  OF   4200 26.00       4.95000     6.227908
10     Kole Calhoun  LAA  OF   4000 10.00       5.55000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.8 1.53    NA 0.000 0.000
2          3         5.8 1.03    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.283 0.098
5         16         0.0 0.00     1 0.315 0.124
6         20         0.0 0.00     1 0.273 0.075
7         18         0.0 0.00     2 0.403 0.313
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     4 0.222 0.076
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 155.7 (17)"
          Lineup (19) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2          Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3  Welington Castillo  BAL   C   3600 20.0      5.733333     4.772940
4         Chris Davis  BAL  1B   4300  4.0      7.000000     6.743418
5      Tyler Saladino  CWS  2B   3200 10.0      5.666667     5.348463
6       Manny Machado  BAL  3B   4700 30.0      6.450000     5.915857
7        Jordy Mercer  PIT  SS   2900 20.0      4.888889     4.444281
8         Mark Trumbo  BAL  OF   4200 26.0      4.950000     6.227908
9          Adam Jones  BAL  OF   4100 12.0      8.150000     6.722116
10        Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         15         0.0 0.00     6 0.311 0.100
4         20         0.0 0.00     5 0.360 0.194
5         12         0.0 0.00     1 0.283 0.073
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     2 0.267 0.056
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 155.35 (18)"
        Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.50      29.48333     1.898903
2       Blake Snell   TB     P   7200  7.85      10.05000     1.934554
3       Evan Gattis  HOU     C   3700 19.00       8.00000     6.550503
4       Chris Davis  BAL    1B   4300  4.00       7.00000     6.743418
5  Cory Spangenberg   SD 2B/3B   2800 10.00           NaN           NA
6     Manny Machado  BAL    3B   4700 30.00       6.45000     5.915857
7      Tim Anderson  CWS    SS   3400 23.00       6.31250     6.107031
8       Mark Trumbo  BAL    OF   4200 26.00       4.95000     6.227908
9        Adam Jones  BAL    OF   4100 12.00       8.15000     6.722116
10     Joey Rickard  BAL    OF   2900 12.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         20         0.0 0.00     5 0.360 0.194
5          0         0.0 0.00     6 0.164 0.000
6         20         0.0 0.00     3 0.301 0.164
7         16         0.0 0.00     2 0.242 0.063
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 152.1 (19)"
      Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2  Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
3      Evan Gattis  HOU     C   3700 19.00      8.000000     6.550503
4     Trey Mancini  BAL 1B/OF   3200  5.00     10.200000    13.628402
5  Jonathan Schoop  BAL    2B   3600  7.00      8.050000     6.261621
6    Yunel Escobar  LAA    3B   3700 14.00      5.900000     6.827961
7         JJ Hardy  BAL    SS   3000  6.00      4.111111     5.768973
8       Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9       Adam Jones  BAL    OF   4100 12.00      8.150000     6.722116
10    Joey Rickard  BAL    OF   2900 12.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         10         0.0 0.00     7 0.391 0.410
5         20         0.0 0.00     8 0.372 0.279
6         20         0.0 0.00     1 0.273 0.075
7         18         0.0 0.00     9 0.216 0.092
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.358 0.203
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 149.95 (20)"
        Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2   Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
3    Salvador Perez   KC     C   3300 21.00      6.176471     6.237340
4       Eric Hosmer   KC    1B   3800  9.00      4.736842     4.214289
5  Cory Spangenberg   SD 2B/3B   2800 10.00           NaN           NA
6    Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7      Jordy Mercer  PIT    SS   2900 20.00      4.888889     4.444281
8        Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9      Lorenzo Cain   KC    OF   3900  3.00      7.444444     4.925590
10      Alex Gordon   KC    OF   3600  2.00      4.684211     3.697636
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5          0         0.0 0.00     6 0.164 0.000
6         16         0.0 0.00     2 0.377 0.316
7         18         0.0 0.00     2 0.267 0.056
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     3 0.347 0.056
10        19         0.0 0.00     6 0.237 0.038

[1] "Total fpts: 148.95 (21)"
       Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2  Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
3     Geovany Soto  CWS   C   2400  7.00      3.800000     5.848077
4    Albert Pujols  LAA  1B   4200 18.00      7.150000     6.368301
5   Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6      Kris Bryant  CHC  3B   5200 16.00     10.052632     8.592462
7     Tim Anderson  CWS  SS   3400 23.00      6.312500     6.107031
8     Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
9    Melky Cabrera  CWS  OF   3700  6.00      5.285714     4.065399
10    Leury Garcia  CWS  OF   2600  3.00      7.615385     6.513300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3          5         0.0 0.00     8 0.350 0.360
4         20         0.0 0.00     4 0.283 0.098
5         12         0.0 0.00     1 0.283 0.073
6         19         0.0 0.00     2 0.369 0.165
7         16         0.0 0.00     2 0.242 0.063
8         20         0.0 0.00     2 0.283 0.068
9         14         0.0 0.00     3 0.280 0.064
10        13         0.0 0.00     9 0.383 0.234

[1] "Total fpts: 148.9 (22)"
      Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
2      Blake Snell   TB     P   7200  7.85     10.050000     1.934554
3   Salvador Perez   KC     C   3300 21.00      6.176471     6.237340
4    Anthony Rizzo  CHC    1B   5300  5.00     10.526316     8.241955
5      Ben Zobrist  CHC 2B/OF   4400 12.00      8.000000     6.806859
6      Kris Bryant  CHC    3B   5200 16.00     10.052632     8.592462
7     Tim Anderson  CWS    SS   3400 23.00      6.312500     6.107031
8       Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9   Kyle Schwarber  CHC    OF   4700  3.00      7.055556     5.620050
10   Albert Almora  CHC    OF   3500 18.00      6.750000     6.041523
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.3 1.22    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     3 0.400 0.241
5         13         0.0 0.00     4 0.299 0.131
6         19         0.0 0.00     2 0.369 0.165
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     1 0.331 0.163
10         8         0.0 0.00     9 0.332 0.162

[1] "Total fpts: 147.75 (23)"
     Lineup (104) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2      Robbie Ray  ARI   P   8200 22.20     20.862500     8.943468
3  Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4   Yonder Alonso  OAK  1B   2900  3.00      9.200000     7.729350
5      Jed Lowrie  OAK  2B   2800  8.00      6.842105     6.300469
6     Kris Bryant  CHC  3B   5200 16.00     10.052632     8.592462
7    Corey Seager  LAD  SS   4300  8.00     10.000000     8.252591
8     Khris Davis  OAK  OF   3900 32.00      8.052632     7.027515
9      Matt Joyce  OAK  OF   2500  4.00      4.866667     6.885457
10    Jaff Decker  OAK  OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         15         0.0 0.00     5 0.392 0.271
5         19         0.0 0.00     3 0.356 0.143
6         19         0.0 0.00     2 0.369 0.165
7         20         0.0 0.00     2 0.411 0.247
8         19         0.0 0.00     4 0.396 0.319
9         15         0.0 0.00     2 0.233 0.136
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 147.75 (24)"
       Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
2        Robbie Ray  ARI   P   8200 22.20     20.862500     8.943468
3       Evan Gattis  HOU   C   3700 19.00      8.000000     6.550503
4  Paul Goldschmidt  ARI  1B   5100  7.00     11.652174     8.105042
5    Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6      Todd Frazier  CWS  3B   4200 16.00      6.363636     7.826528
7      Tim Anderson  CWS  SS   3400 23.00      6.312500     6.107031
8      Bryce Harper  WSH  OF   5200  3.00     15.722222    12.536092
9     Melky Cabrera  CWS  OF   3700  6.00      5.285714     4.065399
10   Avisail Garcia  CWS  OF   3100 24.00     10.235294     9.059038
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.52    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         23         0.0 0.00     3 0.443 0.235
5         12         0.0 0.00     1 0.283 0.073
6         11         0.0 0.00     4 0.255 0.163
7         16         0.0 0.00     2 0.242 0.063
8         18         0.0 0.00     3 0.558 0.405
9         14         0.0 0.00     3 0.280 0.064
10        17         0.0 0.00     5 0.437 0.227

[1] "Total fpts: 147.1 (25)"
         Lineup (89) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2    Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
3  Willson Contreras  CHC   C   3900  3.00      7.428571     9.460154
4        Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5     Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6       Todd Frazier  CWS  3B   4200 16.00      6.363636     7.826528
7       Tim Anderson  CWS  SS   3400 23.00      6.312500     6.107031
8         Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Melky Cabrera  CWS  OF   3700  6.00      5.285714     4.065399
10      Leury Garcia  CWS  OF   2600  3.00      7.615385     6.513300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         19         0.0 0.00     4 0.256 0.073
5         12         0.0 0.00     1 0.283 0.073
6         11         0.0 0.00     4 0.255 0.163
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         14         0.0 0.00     3 0.280 0.064
10        13         0.0 0.00     9 0.383 0.234

[1] "Total fpts: 144.6 (26)"
       Lineup (73) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
2       Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3     Stephen Vogt  OAK   C   3400  0.0      3.714286     3.338092
4      Chris Davis  BAL  1B   4300  4.0      7.000000     6.743418
5        Joe Panik   SF  2B   3500  8.0      6.789474     5.836465
6    Manny Machado  BAL  3B   4700 30.0      6.450000     5.915857
7     Corey Seager  LAD  SS   4300  8.0     10.000000     8.252591
8      Mark Trumbo  BAL  OF   4200 26.0      4.950000     6.227908
9       Adam Jones  BAL  OF   4100 12.0      8.150000     6.722116
10    Joey Rickard  BAL  OF   2900 12.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     5 0.360 0.194
5         19         0.0 0.00     1 0.353 0.127
6         20         0.0 0.00     3 0.301 0.164
7         20         0.0 0.00     2 0.411 0.247
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 142.7 (27)"
          Lineup (21) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2          Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3  Francisco Cervelli  PIT     C   2900 23.0      5.000000     3.683942
4       Yonder Alonso  OAK    1B   2900  3.0      9.200000     7.729350
5       Josh Harrison  PIT 2B/3B   3400 15.0      7.062500     5.259515
6      Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7        Jordy Mercer  PIT    SS   2900 20.0      4.888889     4.444281
8          Mike Trout  LAA    OF   5600 26.0     10.857143     4.714719
9    Andrew McCutchen  PIT    OF   4200 12.0      6.947368     6.670613
10    Gregory Polanco  PIT    OF   4100  7.0      6.200000     6.624629
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         15         0.0 0.00     5 0.286 0.182
4         15         0.0 0.00     5 0.392 0.271
5         16         0.0 0.00     1 0.380 0.139
6         16         0.0 0.00     2 0.377 0.316
7         18         0.0 0.00     2 0.267 0.056
8         21         0.0 0.00     3 0.448 0.337
9         19         0.0 0.00     3 0.330 0.184
10        15         0.0 0.00     4 0.273 0.061

[1] "Total fpts: 142.7 (28)"
       Lineup (59) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3   Salvador Perez   KC   C   3300 21.0      6.176471     6.237340
4   Logan Morrison   TB  1B   3100 16.0      8.058824     7.725531
5      Brad Miller   TB  2B   3400  6.0      7.473684     7.770088
6    Evan Longoria   TB  3B   4100 14.0      7.285714     6.481843
7     Jordy Mercer  PIT  SS   2900 20.0      4.888889     4.444281
8       Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9     Steven Souza   TB  OF   3400  3.0      8.142857     7.030546
10 Kevin Kiermaier   TB  OF   3300  3.0      6.250000     7.304469
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         17         0.0 0.00     6 0.347 0.200
5         19         0.0 0.00     4 0.327 0.150
6         21         0.0 0.00     3 0.316 0.159
7         18         0.0 0.00     2 0.267 0.056
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     5 0.409 0.227
10        20         0.0 0.00     2 0.297 0.093

[1] "Total fpts: 142.55 (29)"
       Lineup (27) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3     Stephen Vogt  OAK   C   3400  0.00      3.714286     3.338092
4    Albert Pujols  LAA  1B   4200 18.00      7.150000     6.368301
5   Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6    Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7         JJ Hardy  BAL  SS   3000  6.00      4.111111     5.768973
8      Mark Trumbo  BAL  OF   4200 26.00      4.950000     6.227908
9       Adam Jones  BAL  OF   4100 12.00      8.150000     6.722116
10    Joey Rickard  BAL  OF   2900 12.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     4 0.283 0.098
5         12         0.0 0.00     1 0.283 0.073
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     9 0.216 0.092
8         20         0.0 0.00     4 0.222 0.076
9         20         0.0 0.00     2 0.358 0.203
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 137.7 (30)"
         Lineup (2) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3  Martin Maldonado  LAA   C   2800  3.0      4.250000     3.587014
4     Albert Pujols  LAA  1B   4200 18.0      7.150000     6.368301
5    Tyler Saladino  CWS  2B   3200 10.0      5.666667     5.348463
6     Yunel Escobar  LAA  3B   3700 14.0      5.900000     6.827961
7      Tim Anderson  CWS  SS   3400 23.0      6.312500     6.107031
8        Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9      Kole Calhoun  LAA  OF   4000 10.0      5.550000     5.246302
10      Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.283 0.098
5         12         0.0 0.00     1 0.283 0.073
6         20         0.0 0.00     1 0.273 0.075
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.283 0.068
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 135.95 (31)"
      Lineup (100) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2  Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
3   Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6    Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7  Alcides Escobar   KC  SS   3200  0.00      3.157895     3.436134
8      Alex Gordon   KC  OF   3600  2.00      4.684211     3.697636
9     Brandon Moss   KC  OF   3500 14.00      5.500000     5.996794
10     Jaff Decker  OAK  OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     3 0.301 0.164
7         19         0.0 0.00     7 0.195 0.054
8         19         0.0 0.00     6 0.237 0.038
9         14         0.0 0.00     8 0.242 0.173
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 135.7 (32)"
       Lineup (39) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3      Evan Gattis  HOU   C   3700 19.0      8.000000     6.550503
4  Freddie Freeman  ATL  1B   4800 16.0     12.789474    11.863009
5  Jonathan Schoop  BAL  2B   3600  7.0      8.050000     6.261621
6    Manny Machado  BAL  3B   4700 30.0      6.450000     5.915857
7         JJ Hardy  BAL  SS   3000  6.0      4.111111     5.768973
8       Adam Jones  BAL  OF   4100 12.0      8.150000     6.722116
9     Joey Rickard  BAL  OF   2900 12.0           NaN           NA
10     Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         19         0.0 0.00     3 0.523 0.394
5         20         0.0 0.00     8 0.372 0.279
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     9 0.216 0.092
8         20         0.0 0.00     2 0.358 0.203
9          0         0.0 0.00     1 0.000 0.000
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 135.6 (33)"
       Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3  Yasmani Grandal  LAD   C   3200  2.00      6.562500     7.606740
4  Adrian Gonzalez  LAD  1B   3600  3.00      5.705882     4.818775
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6    Justin Turner  LAD  3B   3400 15.00      8.105263     4.897786
7     Corey Seager  LAD  SS   4300  8.00     10.000000     8.252591
8       Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9       AJ Pollock  ARI  OF   4200 17.00     10.666667     8.551803
10    Andrew Toles  LAD  OF   2900 10.00      7.400000     7.456541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         16         0.0 0.00     5 0.330 0.200
4         17         0.0 0.00     4 0.302 0.069
5         18         0.0 0.00     3 0.373 0.128
6         19         0.0 0.00     3 0.406 0.113
7         20         0.0 0.00     2 0.411 0.247
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     1 0.364 0.168
10        10         0.0 0.00     1 0.271 0.155

[1] "Total fpts: 133.1 (34)"
       Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2  Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
3      Evan Gattis  HOU     C   3700 19.00      8.000000     6.550503
4      Eric Hosmer   KC    1B   3800  9.00      4.736842     4.214289
5  Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7     Elvis Andrus  TEX    SS   4000 12.00      7.850000     7.520323
8       Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9     Lorenzo Cain   KC    OF   3900  3.00      7.444444     4.925590
10 Jorge Bonifacio   KC    OF   3000  5.00      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         19         0.0 0.00     4 0.256 0.073
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.322 0.179
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     3 0.347 0.056
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 132.75 (35)"
          Lineup (60) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE     P  10200  22.40     24.783333    10.099546
2         Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3  Welington Castillo  BAL     C   3600  20.00      5.733333     4.772940
4         Chris Davis  BAL    1B   4300   4.00      7.000000     6.743418
5     Whit Merrifield   KC 2B/OF   3400   5.00      6.571429     7.849780
6       Manny Machado  BAL    3B   4700  30.00      6.450000     5.915857
7   Andrelton Simmons  LAA    SS   3600   3.00      6.750000     6.406206
8          Mike Trout  LAA    OF   5600  26.00     10.857143     4.714719
9         Mark Trumbo  BAL    OF   4200  26.00      4.950000     6.227908
10         Adam Jones  BAL    OF   4100  12.00      8.150000     6.722116
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         15         0.0 0.00     6 0.311 0.100
4         20         0.0 0.00     5 0.360 0.194
5          7         0.0 0.00     1 0.346 0.200
6         20         0.0 0.00     3 0.301 0.164
7         20         0.0 0.00     6 0.351 0.133
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     4 0.222 0.076
10        20         0.0 0.00     2 0.358 0.203

[1] "Total fpts: 131.4 (36)"
       Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2       Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3    Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4       Mike Napoli  TEX  1B   4000  5.00      5.450000     6.039127
5      Rougned Odor  TEX  2B   4200  0.00      5.047619     5.581005
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7      Elvis Andrus  TEX  SS   4000 12.00      7.850000     7.520323
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Carlos Gomez  TEX  OF   4000  2.00      6.523810     6.794255
10 Delino DeShields  TEX  OF   3500 10.00      7.000000    11.661904
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         20         0.0 0.00     5 0.239 0.150
5         21         0.0 0.00     4 0.269 0.165
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     2 0.322 0.179
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     3 0.299 0.165
10         6         0.0 0.00     1 0.284 0.000

[1] "Total fpts: 130.85 (37)"
       Lineup (139) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chase Anderson  MIL     P   7100  5.30     22.833333     7.675665
2    Charlie Morton  HOU     P   6900 31.55     12.212500     3.825218
3       Evan Gattis  HOU     C   3700 19.00      8.000000     6.550503
4     Anthony Rizzo  CHC    1B   5300  5.00     10.526316     8.241955
5       Ben Zobrist  CHC 2B/OF   4400 12.00      8.000000     6.806859
6       Kris Bryant  CHC    3B   5200 16.00     10.052632     8.592462
7   Addison Russell  CHC    SS   3900  6.00      9.333333     8.731283
8        Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9    Kyle Schwarber  CHC    OF   4700  3.00      7.055556     5.620050
10 Michael Conforto  NYM    OF   3200  7.00     10.100000     9.206881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.0 1.00    NA 0.000 0.000
2          4         5.3 1.52    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         19         0.0 0.00     3 0.400 0.241
5         13         0.0 0.00     4 0.299 0.131
6         19         0.0 0.00     2 0.369 0.165
7         18         0.0 0.00     5 0.331 0.167
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     1 0.331 0.163
10        10         0.0 0.00     1 0.410 0.302

[1] "Total fpts: 130.25 (38)"
        Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
2       Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3      Stephen Vogt  OAK   C   3400  0.00      3.714286     3.338092
4  Paul Goldschmidt  ARI  1B   5100  7.00     11.652174     8.105042
5   Jonathan Schoop  BAL  2B   3600  7.00      8.050000     6.261621
6     Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7          JJ Hardy  BAL  SS   3000  6.00      4.111111     5.768973
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9        Adam Jones  BAL  OF   4100 12.00      8.150000     6.722116
10     Joey Rickard  BAL  OF   2900 12.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     8 0.372 0.279
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     9 0.216 0.092
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.358 0.203
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 129.85 (39)"
       Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2   Chase Anderson  MIL   P   7100  5.30     22.833333     7.675665
3   Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6    Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7    Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8  George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9   Carlos Beltran  HOU  OF   3700  9.00      5.529412     5.467148
10    Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.0 1.00    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     1 0.273 0.075
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         17         0.0 0.00     5 0.279 0.114
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 128.5 (40)"
       Lineup (41) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2     Jake Arrieta  CHC     P   9600  1.95     22.475000     7.451230
3   Salvador Perez   KC     C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC    1B   3800  9.00      4.736842     4.214289
5  Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7    Carlos Correa  HOU    SS   4700 12.00      5.764706     4.294319
8     Lorenzo Cain   KC    OF   3900  3.00      7.444444     4.925590
9      Khris Davis  OAK    OF   3900 32.00      8.052632     7.027515
10    Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         6.2 1.01    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         17         0.0 0.00     4 0.291 0.110
8         18         0.0 0.00     3 0.347 0.056
9         19         0.0 0.00     4 0.396 0.319
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 127.7 (41)"
       Lineup (18) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3      Evan Gattis  HOU     C   3700 19.0      8.000000     6.550503
4    Albert Pujols  LAA    1B   4200 18.0      7.150000     6.368301
5   Tyler Saladino  CWS    2B   3200 10.0      5.666667     5.348463
6     Alex Bregman  HOU 3B/SS   3600  5.0      5.578947     4.154192
7     Jordy Mercer  PIT    SS   2900 20.0      4.888889     4.444281
8  George Springer  HOU    OF   4400 14.0      9.437500     8.793700
9     Josh Reddick  HOU    OF   3500  8.0      7.250000     8.706320
10  Norichika Aoki  HOU    OF   3400  0.0      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         20         0.0 0.00     4 0.283 0.098
5         12         0.0 0.00     1 0.283 0.073
6         19         0.0 0.00     8 0.303 0.064
7         18         0.0 0.00     2 0.267 0.056
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 127.6 (42)"
        Lineup (93) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10500 33.55      22.02500    10.040626
2   Jameson Taillon  PIT     P   7400 17.05      17.45000     8.501078
3   Yasmani Grandal  LAD     C   3200  2.00       6.56250     7.606740
4  Paul Goldschmidt  ARI    1B   5100  7.00      11.65217     8.105042
5     Brandon Drury  ARI    2B   3600  3.00       6.30000     5.885754
6     Manny Machado  BAL    3B   4700 30.00       6.45000     5.915857
7      Chris Owings  ARI OF/SS   3600 10.00      11.05000    10.971134
8        AJ Pollock  ARI    OF   4200 17.00      10.66667     8.551803
9     Yasmany Tomas  ARI    OF   4000  0.00      10.21053     9.366482
10     Josh Reddick  HOU    OF   3500  8.00       7.25000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         16         0.0 0.00     5 0.330 0.200
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         20         0.0 0.00     3 0.301 0.164
7         20         0.0 0.00     2 0.391 0.225
8         21         0.0 0.00     1 0.364 0.168
9         19         0.0 0.00     4 0.395 0.308
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 126.55 (43)"
       Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3     Geovany Soto  CWS   C   2400  7.00      3.800000     5.848077
4        Joe Mauer  MIN  1B   3500  9.00      5.071429     2.432608
5     Brian Dozier  MIN  2B   4300  0.00      8.375000     4.773189
6      Miguel Sano  MIN  3B   4200 27.00      9.588235     8.426586
7     Jordy Mercer  PIT  SS   2900 20.00      4.888889     4.444281
8       Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9       Max Kepler  MIN  OF   3600  9.00      7.533333     7.259149
10 Robbie Grossman  MIN  OF   3400  0.00      8.428571     6.072818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3          5         0.0 0.00     8 0.350 0.360
4         14         0.0 0.00     4 0.253 0.042
5         16         0.0 0.00     1 0.315 0.124
6         17         0.0 0.00     3 0.438 0.314
7         18         0.0 0.00     2 0.267 0.056
8         21         0.0 0.00     3 0.448 0.337
9         15         0.0 0.00     2 0.355 0.203
10        14         0.0 0.00     5 0.389 0.125

[1] "Total fpts: 126.25 (44)"
       Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
2      Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3  Yasmani Grandal  LAD   C   3200  2.00      6.562500     7.606740
4     Brandon Belt   SF  1B   3700 17.00      7.250000     5.865824
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6    Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7    Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8  George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9   Carlos Beltran  HOU  OF   3700  9.00      5.529412     5.467148
10    Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         16         0.0 0.00     5 0.330 0.200
4         20         0.0 0.00     2 0.366 0.238
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     3 0.301 0.164
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         17         0.0 0.00     5 0.279 0.114
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 125.05 (45)"
     Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2    Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
3     Evan Gattis  HOU   C   3700 19.00      8.000000     6.550503
4  Logan Morrison   TB  1B   3100 16.00      8.058824     7.725531
5     Brad Miller   TB  2B   3400  6.00      7.473684     7.770088
6   Evan Longoria   TB  3B   4100 14.00      7.285714     6.481843
7     Tim Beckham   TB  SS   2800 12.00      7.105263     9.152381
8    Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
9    Steven Souza   TB  OF   3400  3.00      8.142857     7.030546
10    Jaff Decker  OAK  OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         4.9 1.18    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         17         0.0 0.00     6 0.347 0.200
5         19         0.0 0.00     4 0.327 0.150
6         21         0.0 0.00     3 0.316 0.159
7         19         0.0 0.00     7 0.332 0.213
8         20         0.0 0.00     2 0.283 0.068
9         21         0.0 0.00     5 0.409 0.227
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 123.75 (46)"
          Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2          Robbie Ray  ARI     P   8200 22.20     20.862500     8.943468
3  Welington Castillo  BAL     C   3600 20.00      5.733333     4.772940
4         Eric Hosmer   KC    1B   3800  9.00      4.736842     4.214289
5         Jose Altuve  HOU    2B   4700  4.00     10.111111     8.750724
6        Alex Bregman  HOU 3B/SS   3600  5.00      5.578947     4.154192
7        Corey Seager  LAD    SS   4300  8.00     10.000000     8.252591
8     George Springer  HOU    OF   4400 14.00      9.437500     8.793700
9        Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
10     Norichika Aoki  HOU    OF   3400  0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         15         0.0 0.00     6 0.311 0.100
4         19         0.0 0.00     4 0.256 0.073
5         18         0.0 0.00     3 0.373 0.128
6         19         0.0 0.00     8 0.303 0.064
7         20         0.0 0.00     2 0.411 0.247
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 122.9 (47)"
        Lineup (134) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2    Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3       Derek Norris   TB   C   2600 19.0      3.625000     4.161330
4    Freddie Freeman  ATL  1B   4800 16.0     12.789474    11.863009
5     Tyler Saladino  CWS  2B   3200 10.0      5.666667     5.348463
6      Evan Longoria   TB  3B   4100 14.0      7.285714     6.481843
7  Andrelton Simmons  LAA  SS   3600  3.0      6.750000     6.406206
8    Kevin Kiermaier   TB  OF   3300  3.0      6.250000     7.304469
9    Corey Dickerson   TB  OF   3200 21.0      9.058824     6.368581
10    Shane Peterson   TB  OF   2100  3.0      6.142857     2.609506
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         16         0.0 0.00     9 0.180 0.033
4         19         0.0 0.00     3 0.523 0.394
5         12         0.0 0.00     1 0.283 0.073
6         21         0.0 0.00     3 0.316 0.159
7         20         0.0 0.00     6 0.351 0.133
8         20         0.0 0.00     2 0.297 0.093
9         17         0.0 0.00     1 0.410 0.299
10         7         0.0 0.00     8 0.353 0.167

[1] "Total fpts: 121.55 (48)"
        Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jake Arrieta  CHC   P   9600  1.95     22.475000     7.451230
2       Ian Kennedy   KC   P   8000 17.60     21.283333    12.480218
3  Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4  Paul Goldschmidt  ARI  1B   5100  7.00     11.652174     8.105042
5    Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7      Tim Anderson  CWS  SS   3400 23.00      6.312500     6.107031
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9        AJ Pollock  ARI  OF   4200 17.00     10.666667     8.551803
10     Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.01    NA 0.000 0.000
2          3         6.5 1.04    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         23         0.0 0.00     3 0.443 0.235
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     1 0.364 0.168
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 121.15 (49)"
       Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
2      Ian Kennedy   KC   P   8000 17.60     21.283333    12.480218
3     Stephen Vogt  OAK   C   3400  0.00      3.714286     3.338092
4    Albert Pujols  LAA  1B   4200 18.00      7.150000     6.368301
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6    Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7    Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8  George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9     Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
10  Norichika Aoki  HOU  OF   3400  0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.52    NA 0.000 0.000
2          3         6.5 1.04    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     4 0.283 0.098
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     3 0.301 0.164
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 120.55 (50)"
        Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2   Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3  Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4       Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5    Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7      Jordy Mercer  PIT  SS   2900 20.00      4.888889     4.444281
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
10     Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         19         0.0 0.00     4 0.256 0.073
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         18         0.0 0.00     2 0.267 0.056
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.283 0.068
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 119.45 (51)"
       Lineup (116) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
2   Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3     Yadier Molina  STL     C   3500  7.00      5.312500     4.407853
4    Matt Carpenter  STL    1B   4300  0.00      6.375000     5.018300
5       Jedd Gyorko  STL 2B/3B   3600 19.00      9.583333     8.295216
6    Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7      Aledmys Diaz  STL    SS   4100  3.00      6.750000    10.292392
8        Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9  Stephen Piscotty  STL    OF   4100 12.00      7.470588     7.391868
10     Kole Calhoun  LAA    OF   4000 10.00      5.550000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         16         0.0 0.00     6 0.319 0.109
4         16         0.0 0.00     3 0.328 0.121
5         12         0.0 0.00     4 0.443 0.313
6         16         0.0 0.00     2 0.377 0.316
7         16         0.0 0.00     2 0.278 0.193
8         21         0.0 0.00     3 0.448 0.337
9         17         0.0 0.00     5 0.321 0.143
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 119.15 (52)"
       Lineup (110) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
2       Ian Kennedy   KC     P   8000 17.60     21.283333    12.480218
3    Salvador Perez   KC     C   3300 21.00      6.176471     6.237340
4  Paul Goldschmidt  ARI    1B   5100  7.00     11.652174     8.105042
5     Brandon Drury  ARI    2B   3600  3.00      6.300000     5.885754
6       Kris Bryant  CHC    3B   5200 16.00     10.052632     8.592462
7      Chris Owings  ARI OF/SS   3600 10.00     11.050000    10.971134
8        AJ Pollock  ARI    OF   4200 17.00     10.666667     8.551803
9      Kole Calhoun  LAA    OF   4000 10.00      5.550000     5.246302
10    Yasmany Tomas  ARI    OF   4000  0.00     10.210526     9.366482
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.52    NA 0.000 0.000
2          3         6.5 1.04    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         19         0.0 0.00     2 0.369 0.165
7         20         0.0 0.00     2 0.391 0.225
8         21         0.0 0.00     1 0.364 0.168
9         20         0.0 0.00     2 0.283 0.068
10        19         0.0 0.00     4 0.395 0.308

[1] "Total fpts: 118.95 (53)"
        Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
2   Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
3  Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4   Freddie Freeman  ATL  1B   4800 16.00     12.789474    11.863009
5    Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7      Corey Seager  LAD  SS   4300  8.00     10.000000     8.252591
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
10      Jaff Decker  OAK  OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         19         0.0 0.00     3 0.523 0.394
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     2 0.411 0.247
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.283 0.068
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 118.95 (54)"
       Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2   Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
3    Chris Iannetta  ARI   C   2700  3.00      6.750000     6.158618
4  Paul Goldschmidt  ARI  1B   5100  7.00     11.652174     8.105042
5     Brandon Drury  ARI  2B   3600  3.00      6.300000     5.885754
6     Manny Machado  BAL  3B   4700 30.00      6.450000     5.915857
7      Jordy Mercer  PIT  SS   2900 20.00      4.888889     4.444281
8     Yasmany Tomas  ARI  OF   4000  0.00     10.210526     9.366482
9     David Peralta  ARI  OF   3800  0.00      9.650000     9.410381
10      Jaff Decker  OAK  OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3          8         0.0 0.00     7 0.340 0.206
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     2 0.267 0.056
8         19         0.0 0.00     4 0.395 0.308
9         20         0.0 0.00     6 0.405 0.207
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 118.85 (55)"
      Lineup (13) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12700  11.50     29.483333     1.898903
2     Adam Conley  MIA   P   6300 -15.65     15.816667     7.514042
3    Stephen Vogt  OAK   C   3400   0.00      3.714286     3.338092
4   Albert Pujols  LAA  1B   4200  18.00      7.150000     6.368301
5  Tyler Saladino  CWS  2B   3200  10.00      5.666667     5.348463
6    Todd Frazier  CWS  3B   4200  16.00      6.363636     7.826528
7    Tim Anderson  CWS  SS   3400  23.00      6.312500     6.107031
8      Mike Trout  LAA  OF   5600  26.00     10.857143     4.714719
9   Melky Cabrera  CWS  OF   3700   6.00      5.285714     4.065399
10 Avisail Garcia  CWS  OF   3100  24.00     10.235294     9.059038
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     4 0.283 0.098
5         12         0.0 0.00     1 0.283 0.073
6         11         0.0 0.00     4 0.255 0.163
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         14         0.0 0.00     3 0.280 0.064
10        17         0.0 0.00     5 0.437 0.227

[1] "Total fpts: 118.85 (56)"
      Lineup (103) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR   P   9100 28.30     18.012500    12.987390
2  Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
3     Geovany Soto  CWS   C   2400  7.00      3.800000     5.848077
4          CJ Cron  LAA  1B   4200  3.00      4.500000     3.919647
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6     Todd Frazier  CWS  3B   4200 16.00      6.363636     7.826528
7    Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8  George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9   Carlos Beltran  HOU  OF   3700  9.00      5.529412     5.467148
10    Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.24    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3          5         0.0 0.00     8 0.350 0.360
4         12         0.0 0.00     5 0.247 0.036
5         18         0.0 0.00     3 0.373 0.128
6         11         0.0 0.00     4 0.255 0.163
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         17         0.0 0.00     5 0.279 0.114
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 118.7 (57)"
         Lineup (8) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3      Geovany Soto  CWS   C   2400  7.0      3.800000     5.848077
4  Paul Goldschmidt  ARI  1B   5100  7.0     11.652174     8.105042
5    Tyler Saladino  CWS  2B   3200 10.0      5.666667     5.348463
6    Mike Moustakas   KC  3B   3100  3.0      9.187500     6.685494
7      Tim Anderson  CWS  SS   3400 23.0      6.312500     6.107031
8        Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9     Melky Cabrera  CWS  OF   3700  6.0      5.285714     4.065399
10     Leury Garcia  CWS  OF   2600  3.0      7.615385     6.513300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3          5         0.0 0.00     8 0.350 0.360
4         23         0.0 0.00     3 0.443 0.235
5         12         0.0 0.00     1 0.283 0.073
6         16         0.0 0.00     2 0.377 0.316
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         14         0.0 0.00     3 0.280 0.064
10        13         0.0 0.00     9 0.383 0.234

[1] "Total fpts: 118.25 (58)"
       Lineup (24) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Robbie Ray  ARI   P   8200 22.20     20.862500     8.943468
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3     Stephen Vogt  OAK   C   3400  0.00      3.714286     3.338092
4  Freddie Freeman  ATL  1B   4800 16.00     12.789474    11.863009
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6      Kris Bryant  CHC  3B   5200 16.00     10.052632     8.592462
7    Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8  George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9   Carlos Beltran  HOU  OF   3700  9.00      5.529412     5.467148
10    Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.39    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         19         0.0 0.00     3 0.523 0.394
5         18         0.0 0.00     3 0.373 0.128
6         19         0.0 0.00     2 0.369 0.165
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         17         0.0 0.00     5 0.279 0.114
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 117.95 (59)"
         Lineup (80) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2    Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
3        Evan Gattis  HOU     C   3700 19.00      8.000000     6.550503
4            CJ Cron  LAA    1B   4200  3.00      4.500000     3.919647
5   Cory Spangenberg   SD 2B/3B   2800 10.00           NaN           NA
6       Alex Bregman  HOU 3B/SS   3600  5.00      5.578947     4.154192
7  Andrelton Simmons  LAA    SS   3600  3.00      6.750000     6.406206
8    George Springer  HOU    OF   4400 14.00      9.437500     8.793700
9       Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
10    Norichika Aoki  HOU    OF   3400  0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         12         0.0 0.00     5 0.247 0.036
5          0         0.0 0.00     6 0.164 0.000
6         19         0.0 0.00     8 0.303 0.064
7         20         0.0 0.00     6 0.351 0.133
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 117.7 (60)"
       Lineup (68) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3   Salvador Perez   KC   C   3300 21.0      6.176471     6.237340
4    Albert Pujols  LAA  1B   4200 18.0      7.150000     6.368301
5       Jed Lowrie  OAK  2B   2800  8.0      6.842105     6.300469
6      Kris Bryant  CHC  3B   5200 16.0     10.052632     8.592462
7  Alcides Escobar   KC  SS   3200  0.0      3.157895     3.436134
8      Alex Gordon   KC  OF   3600  2.0      4.684211     3.697636
9     Brandon Moss   KC  OF   3500 14.0      5.500000     5.996794
10 Jorge Bonifacio   KC  OF   3000  5.0      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         20         0.0 0.00     4 0.283 0.098
5         19         0.0 0.00     3 0.356 0.143
6         19         0.0 0.00     2 0.369 0.165
7         19         0.0 0.00     7 0.195 0.054
8         19         0.0 0.00     6 0.237 0.038
9         14         0.0 0.00     8 0.242 0.173
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 117.25 (61)"
         Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI     P   8200 22.20     20.862500     8.943468
2    Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3  Willson Contreras  CHC     C   3900  3.00      7.428571     9.460154
4      Anthony Rizzo  CHC    1B   5300  5.00     10.526316     8.241955
5        Ben Zobrist  CHC 2B/OF   4400 12.00      8.000000     6.806859
6        Kris Bryant  CHC    3B   5200 16.00     10.052632     8.592462
7    Addison Russell  CHC    SS   3900  6.00      9.333333     8.731283
8         Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9       Kole Calhoun  LAA    OF   4000 10.00      5.550000     5.246302
10       Jaff Decker  OAK    OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.39    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         19         0.0 0.00     3 0.400 0.241
5         13         0.0 0.00     4 0.299 0.131
6         19         0.0 0.00     2 0.369 0.165
7         18         0.0 0.00     5 0.331 0.167
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.283 0.068
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 116.95 (62)"
        Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2    Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
3   Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4    Freddie Freeman  ATL  1B   4800 16.00     12.789474    11.863009
5     Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6      Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7  Andrelton Simmons  LAA  SS   3600  3.00      6.750000     6.406206
8         AJ Pollock  ARI  OF   4200 17.00     10.666667     8.551803
9     Cameron Maybin  LAA  OF   4100  2.00      7.200000     4.945416
10        Matt Joyce  OAK  OF   2500  4.00      4.866667     6.885457
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         19         0.0 0.00     3 0.523 0.394
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     6 0.351 0.133
8         21         0.0 0.00     1 0.364 0.168
9         15         0.0 0.00     7 0.291 0.082
10        15         0.0 0.00     2 0.233 0.136

[1] "Total fpts: 116.7 (63)"
        Lineup (29) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3    Salvador Perez   KC     C   3300 21.0      6.176471     6.237340
4       Eric Hosmer   KC    1B   3800  9.0      4.736842     4.214289
5  Cory Spangenberg   SD 2B/3B   2800 10.0           NaN           NA
6     Manny Machado  BAL    3B   4700 30.0      6.450000     5.915857
7   Alcides Escobar   KC    SS   3200  0.0      3.157895     3.436134
8      Lorenzo Cain   KC    OF   3900  3.0      7.444444     4.925590
9       Alex Gordon   KC    OF   3600  2.0      4.684211     3.697636
10     Josh Reddick  HOU    OF   3500  8.0      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5          0         0.0 0.00     6 0.164 0.000
6         20         0.0 0.00     3 0.301 0.164
7         19         0.0 0.00     7 0.195 0.054
8         18         0.0 0.00     3 0.347 0.056
9         19         0.0 0.00     6 0.237 0.038
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 116.25 (64)"
        Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10200 22.40      24.78333    10.099546
2       Blake Snell   TB   P   7200  7.85      10.05000     1.934554
3  Martin Maldonado  LAA   C   2800  3.00       4.25000     3.587014
4     Albert Pujols  LAA  1B   4200 18.00       7.15000     6.368301
5       Jose Altuve  HOU  2B   4700  4.00      10.11111     8.750724
6     Yunel Escobar  LAA  3B   3700 14.00       5.90000     6.827961
7      Aledmys Diaz  STL  SS   4100  3.00       6.75000    10.292392
8        Mike Trout  LAA  OF   5600 26.00      10.85714     4.714719
9      Kole Calhoun  LAA  OF   4000 10.00       5.55000     5.246302
10     Josh Reddick  HOU  OF   3500  8.00       7.25000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.283 0.098
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     1 0.273 0.075
7         16         0.0 0.00     2 0.278 0.193
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     2 0.283 0.068
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 115.95 (65)"
       Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
2  Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
3   Salvador Perez   KC     C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC    1B   3800  9.00      4.736842     4.214289
5  Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7     Corey Seager  LAD    SS   4300  8.00     10.000000     8.252591
8       AJ Pollock  ARI    OF   4200 17.00     10.666667     8.551803
9     Kole Calhoun  LAA    OF   4000 10.00      5.550000     5.246302
10    Lorenzo Cain   KC    OF   3900  3.00      7.444444     4.925590
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.411 0.247
8         21         0.0 0.00     1 0.364 0.168
9         20         0.0 0.00     2 0.283 0.068
10        18         0.0 0.00     3 0.347 0.056

[1] "Total fpts: 115.7 (66)"
        Lineup (65) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3      Jason Castro  MIN     C   2700  2.0      4.909091     5.664884
4         Joe Mauer  MIN    1B   3500  9.0      5.071429     2.432608
5  Cory Spangenberg   SD 2B/3B   2800 10.0           NaN           NA
6       Miguel Sano  MIN    3B   4200 27.0      9.588235     8.426586
7     Jorge Polanco  MIN    SS   3200  0.0      7.125000     4.702836
8        Mike Trout  LAA    OF   5600 26.0     10.857143     4.714719
9      Josh Reddick  HOU    OF   3500  8.0      7.250000     8.706320
10  Robbie Grossman  MIN    OF   3400  0.0      8.428571     6.072818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         11         0.0 0.00     6 0.321 0.154
4         14         0.0 0.00     4 0.253 0.042
5          0         0.0 0.00     6 0.164 0.000
6         17         0.0 0.00     3 0.438 0.314
7         16         0.0 0.00     7 0.309 0.114
8         21         0.0 0.00     3 0.448 0.337
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     5 0.389 0.125

[1] "Total fpts: 115.6 (67)"
       Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3   Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6      Kris Bryant  CHC  3B   5200 16.00     10.052632     8.592462
7  Alcides Escobar   KC  SS   3200  0.00      3.157895     3.436134
8       Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9     Lorenzo Cain   KC  OF   3900  3.00      7.444444     4.925590
10     Alex Gordon   KC  OF   3600  2.00      4.684211     3.697636
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.52    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5         18         0.0 0.00     3 0.373 0.128
6         19         0.0 0.00     2 0.369 0.165
7         19         0.0 0.00     7 0.195 0.054
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     3 0.347 0.056
10        19         0.0 0.00     6 0.237 0.038

[1] "Total fpts: 115.35 (68)"
       Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2      Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3   Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5   Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6    Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7  Alcides Escobar   KC  SS   3200  0.00      3.157895     3.436134
8       Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Alex Gordon   KC  OF   3600  2.00      4.684211     3.697636
10    Brandon Moss   KC  OF   3500 14.00      5.500000     5.996794
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5         12         0.0 0.00     1 0.283 0.073
6         20         0.0 0.00     1 0.273 0.075
7         19         0.0 0.00     7 0.195 0.054
8         21         0.0 0.00     3 0.448 0.337
9         19         0.0 0.00     6 0.237 0.038
10        14         0.0 0.00     8 0.242 0.173

[1] "Total fpts: 115.15 (69)"
        Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Ian Kennedy   KC   P   8000 17.60     21.283333    12.480218
2     Charlie Morton  HOU   P   6900 31.55     12.212500     3.825218
3  Willson Contreras  CHC   C   3900  3.00      7.428571     9.460154
4   Paul Goldschmidt  ARI  1B   5100  7.00     11.652174     8.105042
5        Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6      Nolan Arenado  COL  3B   5000  9.00      9.952381     8.285386
7      Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8    George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9     Carlos Beltran  HOU  OF   3700  9.00      5.529412     5.467148
10      Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.5 1.04    NA 0.000 0.000
2          4         5.3 1.52    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         23         0.0 0.00     3 0.443 0.235
5         18         0.0 0.00     3 0.373 0.128
6         21         0.0 0.00     3 0.426 0.349
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         17         0.0 0.00     5 0.279 0.114
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 114.95 (70)"
         Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2    Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
3       Stephen Vogt  OAK     C   3400  0.00      3.714286     3.338092
4          Jay Bruce  NYM 1B/OF   3600  5.00      9.500000    10.635096
5        Neil Walker  NYM    2B   3300  2.00      6.450000     6.402919
6     Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7   Asdrubal Cabrera  NYM    SS   3400 16.00      6.947368     7.501657
8         Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9  Curtis Granderson  NYM    OF   3600  0.00      4.611111     5.962026
10  Michael Conforto  NYM    OF   3200  7.00     10.100000     9.206881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     3 0.403 0.276
5         20         0.0 0.00     4 0.293 0.133
6         16         0.0 0.00     2 0.377 0.316
7         19         0.0 0.00     2 0.293 0.099
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     5 0.200 0.107
10        10         0.0 0.00     1 0.410 0.302

[1] "Total fpts: 114.9 (71)"
        Lineup (4) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3      Evan Gattis  HOU   C   3700 19.0      8.000000     6.550503
4    Yonder Alonso  OAK  1B   2900  3.0      9.200000     7.729350
5       Jed Lowrie  OAK  2B   2800  8.0      6.842105     6.300469
6   Mike Moustakas   KC  3B   3100  3.0      9.187500     6.685494
7    Carlos Correa  HOU  SS   4700 12.0      5.764706     4.294319
8      Khris Davis  OAK  OF   3900 32.0      8.052632     7.027515
9       Matt Joyce  OAK  OF   2500  4.0      4.866667     6.885457
10     Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         15         0.0 0.00     5 0.392 0.271
5         19         0.0 0.00     3 0.356 0.143
6         16         0.0 0.00     2 0.377 0.316
7         17         0.0 0.00     4 0.291 0.110
8         19         0.0 0.00     4 0.396 0.319
9         15         0.0 0.00     2 0.233 0.136
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 113.9 (72)"
       Lineup (25) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3      Evan Gattis  HOU   C   3700 19.0      8.000000     6.550503
4          CJ Cron  LAA  1B   4200  3.0      4.500000     3.919647
5   Tyler Saladino  CWS  2B   3200 10.0      5.666667     5.348463
6     Todd Frazier  CWS  3B   4200 16.0      6.363636     7.826528
7     Tim Anderson  CWS  SS   3400 23.0      6.312500     6.107031
8    Melky Cabrera  CWS  OF   3700  6.0      5.285714     4.065399
9     Leury Garcia  CWS  OF   2600  3.0      7.615385     6.513300
10     Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         12         0.0 0.00     5 0.247 0.036
5         12         0.0 0.00     1 0.283 0.073
6         11         0.0 0.00     4 0.255 0.163
7         16         0.0 0.00     2 0.242 0.063
8         14         0.0 0.00     3 0.280 0.064
9         13         0.0 0.00     9 0.383 0.234
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 112.9 (73)"
          Lineup (14) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2     Carlos Carrasco  CLE     P  10200 22.4     24.783333    10.099546
3  Welington Castillo  BAL     C   3600 20.0      5.733333     4.772940
4        Trey Mancini  BAL 1B/OF   3200  5.0     10.200000    13.628402
5     Jonathan Schoop  BAL    2B   3600  7.0      8.050000     6.261621
6      Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7            JJ Hardy  BAL    SS   3000  6.0      4.111111     5.768973
8          Mike Trout  LAA    OF   5600 26.0     10.857143     4.714719
9        Joey Rickard  BAL    OF   2900 12.0           NaN           NA
10        Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         15         0.0 0.00     6 0.311 0.100
4         10         0.0 0.00     7 0.391 0.410
5         20         0.0 0.00     8 0.372 0.279
6         16         0.0 0.00     2 0.377 0.316
7         18         0.0 0.00     9 0.216 0.092
8         21         0.0 0.00     3 0.448 0.337
9          0         0.0 0.00     1 0.000 0.000
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 111.95 (74)"
       Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2  Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
3  Yasmani Grandal  LAD     C   3200  2.00      6.562500     7.606740
4  Freddie Freeman  ATL    1B   4800 16.00     12.789474    11.863009
5  Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7     Corey Seager  LAD    SS   4300  8.00     10.000000     8.252591
8     Lorenzo Cain   KC    OF   3900  3.00      7.444444     4.925590
9     Brandon Moss   KC    OF   3500 14.00      5.500000     5.996794
10 Jorge Bonifacio   KC    OF   3000  5.00      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         16         0.0 0.00     5 0.330 0.200
4         19         0.0 0.00     3 0.523 0.394
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.411 0.247
8         18         0.0 0.00     3 0.347 0.056
9         14         0.0 0.00     8 0.242 0.173
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 111.85 (75)"
         Lineup (83) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700  11.50     29.483333     1.898903
2        Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3      Austin Romine  NYY     C   2800   5.00      5.916667     5.884623
4      Matt Holliday  NYY 1B/OF   4100  32.00      7.200000     7.143429
5     Tyler Saladino  CWS    2B   3200  10.00      5.666667     5.348463
6      Chase Headley  NYY    3B   3900  13.00      9.631579     6.525255
7  Andrelton Simmons  LAA    SS   3600   3.00      6.750000     6.406206
8         Mike Trout  LAA    OF   5600  26.00     10.857143     4.714719
9      Brett Gardner  NYY    OF   4000   3.00      7.200000     6.940564
10   Jacoby Ellsbury  NYY    OF   3800  24.00      8.000000     6.403124
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         12         0.0 0.00     9 0.314 0.114
4         15         0.0 0.00     3 0.353 0.154
5         12         0.0 0.00     1 0.283 0.073
6         19         0.0 0.00     2 0.417 0.214
7         20         0.0 0.00     6 0.351 0.133
8         21         0.0 0.00     3 0.448 0.337
9         15         0.0 0.00     1 0.275 0.051
10        19         0.0 0.00     4 0.348 0.110

[1] "Total fpts: 111.4 (76)"
        Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
2       Blake Snell   TB     P   7200  7.85     10.050000     1.934554
3    Salvador Perez   KC     C   3300 21.00      6.176471     6.237340
4  Paul Goldschmidt  ARI    1B   5100  7.00     11.652174     8.105042
5     Brandon Drury  ARI    2B   3600  3.00      6.300000     5.885754
6    Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7      Chris Owings  ARI OF/SS   3600 10.00     11.050000    10.971134
8        Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9     Yasmany Tomas  ARI    OF   4000  0.00     10.210526     9.366482
10    David Peralta  ARI    OF   3800  0.00      9.650000     9.410381
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.391 0.225
8         21         0.0 0.00     3 0.448 0.337
9         19         0.0 0.00     4 0.395 0.308
10        20         0.0 0.00     6 0.405 0.207

[1] "Total fpts: 111.35 (77)"
      Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR     P   9100 28.30     18.012500    12.987390
2  Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3   Salvador Perez   KC     C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC    1B   3800  9.00      4.736842     4.214289
5  Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7      Trea Turner  WSH    SS   4900  8.00     15.222222    14.771406
8     Bryce Harper  WSH    OF   5200  3.00     15.722222    12.536092
9  George Springer  HOU    OF   4400 14.00      9.437500     8.793700
10    Lorenzo Cain   KC    OF   3900  3.00      7.444444     4.925590
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.24    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7          9         0.0 0.00     2 0.416 0.286
8         18         0.0 0.00     3 0.558 0.405
9         16         0.0 0.00     1 0.331 0.307
10        18         0.0 0.00     3 0.347 0.056

[1] "Total fpts: 110.85 (78)"
       Lineup (115) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR   P   9100 28.30     18.012500    12.987390
2    Jerad Eickhoff  PHI   P   8600  1.55     18.775000     4.202876
3  Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4   Kendrys Morales  TOR  1B   3600  0.00      6.500000     5.871429
5    Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7     Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9   George Springer  HOU  OF   4400 14.00      9.437500     8.793700
10     Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.24    NA 0.000 0.000
2          4         6.2 0.97    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.297 0.167
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         17         0.0 0.00     4 0.291 0.110
8         21         0.0 0.00     3 0.448 0.337
9         16         0.0 0.00     1 0.331 0.307
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 110.5 (79)"
        Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jake Arrieta  CHC     P   9600  1.95     22.475000     7.451230
2   Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
3  Martin Maldonado  LAA     C   2800  3.00      4.250000     3.587014
4     Albert Pujols  LAA    1B   4200 18.00      7.150000     6.368301
5   Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6     Yunel Escobar  LAA    3B   3700 14.00      5.900000     6.827961
7      Chris Owings  ARI OF/SS   3600 10.00     11.050000    10.971134
8        Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9     Jose Bautista  TOR    OF   4100  5.00      5.263158     5.279332
10     Kole Calhoun  LAA    OF   4000 10.00      5.550000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.01    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.283 0.098
5          7         0.0 0.00     1 0.346 0.200
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     2 0.391 0.225
8         21         0.0 0.00     3 0.448 0.337
9         19         0.0 0.00     3 0.236 0.065
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 109.9 (80)"
        Lineup (3) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE     P  10200 22.4     24.783333    10.099546
3     Stephen Vogt  OAK     C   3400  0.0      3.714286     3.338092
4    Albert Pujols  LAA    1B   4200 18.0      7.150000     6.368301
5     Adam Rosales  OAK 2B/SS   2400  2.0      5.428571     5.487248
6   Trevor Plouffe  OAK    3B   3500  3.0      6.052632     6.041281
7     Tim Anderson  CWS    SS   3400 23.0      6.312500     6.107031
8       Mike Trout  LAA    OF   5600 26.0     10.857143     4.714719
9       Matt Joyce  OAK    OF   2500  4.0      4.866667     6.885457
10     Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     4 0.283 0.098
5         14         0.0 0.00     9 0.306 0.170
6         19         0.0 0.00     8 0.293 0.169
7         16         0.0 0.00     2 0.242 0.063
8         21         0.0 0.00     3 0.448 0.337
9         15         0.0 0.00     2 0.233 0.136
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 109.6 (81)"
       Lineup (34) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
2       Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3   Salvador Perez   KC   C   3300 21.0      6.176471     6.237340
4          CJ Cron  LAA  1B   4200  3.0      4.500000     3.919647
5      Jose Altuve  HOU  2B   4700  4.0     10.111111     8.750724
6   Mike Moustakas   KC  3B   3100  3.0      9.187500     6.685494
7    Carlos Correa  HOU  SS   4700 12.0      5.764706     4.294319
8  George Springer  HOU  OF   4400 14.0      9.437500     8.793700
9     Josh Reddick  HOU  OF   3500  8.0      7.250000     8.706320
10  Norichika Aoki  HOU  OF   3400  0.0      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         12         0.0 0.00     5 0.247 0.036
5         18         0.0 0.00     3 0.373 0.128
6         16         0.0 0.00     2 0.377 0.316
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 109.35 (82)"
        Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2        Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3     Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4      Albert Pujols  LAA  1B   4200 18.00      7.150000     6.368301
5       Brian Dozier  MIN  2B   4300  0.00      8.375000     4.773189
6        Miguel Sano  MIN  3B   4200 27.00      9.588235     8.426586
7  Andrelton Simmons  LAA  SS   3600  3.00      6.750000     6.406206
8         Max Kepler  MIN  OF   3600  9.00      7.533333     7.259149
9      Eddie Rosario  MIN  OF   3300  8.00      5.750000     4.809712
10      Byron Buxton  MIN  OF   3300  4.00      4.285714     4.905704
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         20         0.0 0.00     4 0.283 0.098
5         16         0.0 0.00     1 0.315 0.124
6         17         0.0 0.00     3 0.438 0.314
7         20         0.0 0.00     6 0.351 0.133
8         15         0.0 0.00     2 0.355 0.203
9         16         0.0 0.00     8 0.275 0.110
10        14         0.0 0.00     9 0.208 0.032

[1] "Total fpts: 108.1 (83)"
       Lineup (145) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2       Ian Kennedy   KC     P   8000 17.6     21.283333    12.480218
3     Yadier Molina  STL     C   3500  7.0      5.312500     4.407853
4    Matt Carpenter  STL    1B   4300  0.0      6.375000     5.018300
5       Jedd Gyorko  STL 2B/3B   3600 19.0      9.583333     8.295216
6    Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7      Tim Anderson  CWS    SS   3400 23.0      6.312500     6.107031
8  Stephen Piscotty  STL    OF   4100 12.0      7.470588     7.391868
9    Randal Grichuk  STL    OF   3800  7.0      6.666667     6.552952
10     Josh Reddick  HOU    OF   3500  8.0      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.5 1.04    NA 0.000 0.000
3         16         0.0 0.00     6 0.319 0.109
4         16         0.0 0.00     3 0.328 0.121
5         12         0.0 0.00     4 0.443 0.313
6         16         0.0 0.00     2 0.377 0.316
7         16         0.0 0.00     2 0.242 0.063
8         17         0.0 0.00     5 0.321 0.143
9         18         0.0 0.00     7 0.292 0.162
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 107.7 (84)"
         Lineup (40) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2         Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3   Martin Maldonado  LAA   C   2800  3.0      4.250000     3.587014
4        Eric Hosmer   KC  1B   3800  9.0      4.736842     4.214289
5     Danny Espinosa  LAA  2B   3500  2.0      6.842105     6.922292
6      Yunel Escobar  LAA  3B   3700 14.0      5.900000     6.827961
7  Andrelton Simmons  LAA  SS   3600  3.0      6.750000     6.406206
8     Cameron Maybin  LAA  OF   4100  2.0      7.200000     4.945416
9        Khris Davis  OAK  OF   3900 32.0      8.052632     7.027515
10    Carlos Beltran  HOU  OF   3700  9.0      5.529412     5.467148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         19         0.0 0.00     4 0.256 0.073
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     6 0.351 0.133
8         15         0.0 0.00     7 0.291 0.082
9         19         0.0 0.00     4 0.396 0.319
10        17         0.0 0.00     5 0.279 0.114

[1] "Total fpts: 107.55 (85)"
       Lineup (17) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3      Evan Gattis  HOU     C   3700 19.00      8.000000     6.550503
4    Albert Pujols  LAA    1B   4200 18.00      7.150000     6.368301
5  Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7    Carlos Correa  HOU    SS   4700 12.00      5.764706     4.294319
8     Lorenzo Cain   KC    OF   3900  3.00      7.444444     4.925590
9     Brandon Moss   KC    OF   3500 14.00      5.500000     5.996794
10 Jorge Bonifacio   KC    OF   3000  5.00      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         20         0.0 0.00     4 0.283 0.098
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         17         0.0 0.00     4 0.291 0.110
8         18         0.0 0.00     3 0.347 0.056
9         14         0.0 0.00     8 0.242 0.173
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 107.5 (86)"
        Lineup (135) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marcus Stroman  TOR     P   9100 28.3     18.012500    12.987390
2         Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3  Willson Contreras  CHC     C   3900  3.0      7.428571     9.460154
4        Eric Hosmer   KC    1B   3800  9.0      4.736842     4.214289
5    Whit Merrifield   KC 2B/OF   3400  5.0      6.571429     7.849780
6     Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7      Carlos Correa  HOU    SS   4700 12.0      5.764706     4.294319
8         AJ Pollock  ARI    OF   4200 17.0     10.666667     8.551803
9       Lorenzo Cain   KC    OF   3900  3.0      7.444444     4.925590
10   Jorge Bonifacio   KC    OF   3000  5.0      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.24    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         19         0.0 0.00     4 0.256 0.073
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         17         0.0 0.00     4 0.291 0.110
8         21         0.0 0.00     1 0.364 0.168
9         18         0.0 0.00     3 0.347 0.056
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 105.75 (87)"
        Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
2         Robbie Ray  ARI   P   8200 22.20     20.862500     8.943468
3   Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4            CJ Cron  LAA  1B   4200  3.00      4.500000     3.919647
5     Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6        Kris Bryant  CHC  3B   5200 16.00     10.052632     8.592462
7  Andrelton Simmons  LAA  SS   3600  3.00      6.750000     6.406206
8    George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9     Cameron Maybin  LAA  OF   4100  2.00      7.200000     4.945416
10  Michael Conforto  NYM  OF   3200  7.00     10.100000     9.206881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         12         0.0 0.00     5 0.247 0.036
5         19         0.0 0.00     8 0.268 0.156
6         19         0.0 0.00     2 0.369 0.165
7         20         0.0 0.00     6 0.351 0.133
8         16         0.0 0.00     1 0.331 0.307
9         15         0.0 0.00     7 0.291 0.082
10        10         0.0 0.00     1 0.410 0.302

[1] "Total fpts: 104.9 (88)"
        Lineup (142) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2    Carlos Carrasco  CLE     P  10200 22.4     24.783333    10.099546
3  Christian Vazquez  BOS     C   2600  8.0      9.285714    10.904346
4      Yonder Alonso  OAK    1B   2900  3.0      9.200000     7.729350
5    Marco Hernandez  BOS 2B/SS   2800  6.0      4.200000     3.852849
6      Manny Machado  BAL    3B   4700 30.0      6.450000     5.915857
7    Xander Bogaerts  BOS    SS   4200  5.0      7.071429     5.225151
8     Jackie Bradley  BOS    OF   4000  5.0      6.875000     8.007809
9  Andrew Benintendi  BOS    OF   3700 14.0      7.411765     6.510173
10       Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3          7         0.0 0.00     8 0.537 0.261
4         15         0.0 0.00     5 0.392 0.271
5         10         0.0 0.00     9 0.272 0.024
6         20         0.0 0.00     3 0.301 0.164
7         14         0.0 0.00     1 0.312 0.016
8          8         0.0 0.00     7 0.303 0.161
9         17         0.0 0.00     2 0.357 0.089
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 104.45 (89)"
        Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10200 22.40     24.783333    10.099546
2   Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3   Jonathan Lucroy  TEX   C   4100  3.00      4.714286     6.354024
4       Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5      Rougned Odor  TEX  2B   4200  0.00      5.047619     5.581005
6    Mike Moustakas   KC  3B   3100  3.00      9.187500     6.685494
7      Elvis Andrus  TEX  SS   4000 12.00      7.850000     7.520323
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Carlos Gomez  TEX  OF   4000  2.00      6.523810     6.794255
10 Delino DeShields  TEX  OF   3500 10.00      7.000000    11.661904
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     9 0.228 0.071
4         19         0.0 0.00     4 0.256 0.073
5         21         0.0 0.00     4 0.269 0.165
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.322 0.179
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     3 0.299 0.165
10         6         0.0 0.00     1 0.284 0.000

[1] "Total fpts: 103.95 (90)"
       Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
2   Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
3    Chris Iannetta  ARI     C   2700  3.00      6.750000     6.158618
4  Paul Goldschmidt  ARI    1B   5100  7.00     11.652174     8.105042
5       Jose Altuve  HOU    2B   4700  4.00     10.111111     8.750724
6      Alex Bregman  HOU 3B/SS   3600  5.00      5.578947     4.154192
7      Tim Anderson  CWS    SS   3400 23.00      6.312500     6.107031
8   George Springer  HOU    OF   4400 14.00      9.437500     8.793700
9      Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
10   Norichika Aoki  HOU    OF   3400  0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3          8         0.0 0.00     7 0.340 0.206
4         23         0.0 0.00     3 0.443 0.235
5         18         0.0 0.00     3 0.373 0.128
6         19         0.0 0.00     8 0.303 0.064
7         16         0.0 0.00     2 0.242 0.063
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 103.7 (91)"
          Lineup (1) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2         Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3     Salvador Perez   KC     C   3300 21.0      6.176471     6.237340
4        Eric Hosmer   KC    1B   3800  9.0      4.736842     4.214289
5    Whit Merrifield   KC 2B/OF   3400  5.0      6.571429     7.849780
6     Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7  Andrelton Simmons  LAA    SS   3600  3.0      6.750000     6.406206
8         Mike Trout  LAA    OF   5600 26.0     10.857143     4.714719
9       Lorenzo Cain   KC    OF   3900  3.0      7.444444     4.925590
10       Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     6 0.351 0.133
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     3 0.347 0.056
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 103.7 (92)"
       Lineup (11) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3     Stephen Vogt  OAK     C   3400  0.0      3.714286     3.338092
4     Brandon Belt   SF    1B   3700 17.0      7.250000     5.865824
5  Whit Merrifield   KC 2B/OF   3400  5.0      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7  Alcides Escobar   KC    SS   3200  0.0      3.157895     3.436134
8       Mike Trout  LAA    OF   5600 26.0     10.857143     4.714719
9     Brandon Moss   KC    OF   3500 14.0      5.500000     5.996794
10 Jorge Bonifacio   KC    OF   3000  5.0      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     2 0.366 0.238
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         19         0.0 0.00     7 0.195 0.054
8         21         0.0 0.00     3 0.448 0.337
9         14         0.0 0.00     8 0.242 0.173
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 103.7 (93)"
       Lineup (144) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3      Stephen Vogt  OAK   C   3400  0.0      3.714286     3.338092
4      Brandon Belt   SF  1B   3700 17.0      7.250000     5.865824
5   Cesar Hernandez  PHI  2B   3000  5.0     11.500000     8.406347
6     Maikel Franco  PHI  3B   3700  2.0      8.882353     8.454898
7     Freddy Galvis  PHI  SS   3000 14.0      6.823529     6.043957
8        Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9    Odubel Herrera  PHI  OF   3500  3.0      7.375000     4.333974
10 Michael Saunders  PHI  OF   3200  3.0      7.538462     7.423110
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     2 0.366 0.238
5         16         0.0 0.00     1 0.387 0.214
6         17         0.0 0.00     4 0.302 0.182
7         17         0.0 0.00     2 0.312 0.216
8         21         0.0 0.00     3 0.448 0.337
9         16         0.0 0.00     3 0.322 0.122
10        13         0.0 0.00     5 0.308 0.139

[1] "Total fpts: 102.9 (94)"
       Lineup (56) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3     Stephen Vogt  OAK   C   3400  0.0      3.714286     3.338092
4   Logan Morrison   TB  1B   3100 16.0      8.058824     7.725531
5      Brad Miller   TB  2B   3400  6.0      7.473684     7.770088
6   Mike Moustakas   KC  3B   3100  3.0      9.187500     6.685494
7      Tim Beckham   TB  SS   2800 12.0      7.105263     9.152381
8       Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9     Steven Souza   TB  OF   3400  3.0      8.142857     7.030546
10  Shane Peterson   TB  OF   2100  3.0      6.142857     2.609506
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         17         0.0 0.00     6 0.347 0.200
5         19         0.0 0.00     4 0.327 0.150
6         16         0.0 0.00     2 0.377 0.316
7         19         0.0 0.00     7 0.332 0.213
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     5 0.409 0.227
10         7         0.0 0.00     8 0.353 0.167

[1] "Total fpts: 102.75 (95)"
        Lineup (47) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10200  22.40      24.78333    10.099546
2       Adam Conley  MIA     P   6300 -15.65      15.81667     7.514042
3       Evan Gattis  HOU     C   3700  19.00       8.00000     6.550503
4  Paul Goldschmidt  ARI    1B   5100   7.00      11.65217     8.105042
5     Brandon Drury  ARI    2B   3600   3.00       6.30000     5.885754
6     Yunel Escobar  LAA    3B   3700  14.00       5.90000     6.827961
7      Chris Owings  ARI OF/SS   3600  10.00      11.05000    10.971134
8        Mike Trout  LAA    OF   5600  26.00      10.85714     4.714719
9        AJ Pollock  ARI    OF   4200  17.00      10.66667     8.551803
10    Yasmany Tomas  ARI    OF   4000   0.00      10.21053     9.366482
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     2 0.391 0.225
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     1 0.364 0.168
10        19         0.0 0.00     4 0.395 0.308

[1] "Total fpts: 100.75 (96)"
        Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jeff Samardzija   SF   P   9000 17.55      12.98750     6.668380
2        Robbie Ray  ARI   P   8200 22.20      20.86250     8.943468
3    Chris Iannetta  ARI   C   2700  3.00       6.75000     6.158618
4  Paul Goldschmidt  ARI  1B   5100  7.00      11.65217     8.105042
5     Brandon Drury  ARI  2B   3600  3.00       6.30000     5.885754
6     Yunel Escobar  LAA  3B   3700 14.00       5.90000     6.827961
7      Corey Seager  LAD  SS   4300  8.00      10.00000     8.252591
8        Mike Trout  LAA  OF   5600 26.00      10.85714     4.714719
9     Yasmany Tomas  ARI  OF   4000  0.00      10.21053     9.366482
10    David Peralta  ARI  OF   3800  0.00       9.65000     9.410381
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.52    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3          8         0.0 0.00     7 0.340 0.206
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     2 0.411 0.247
8         21         0.0 0.00     3 0.448 0.337
9         19         0.0 0.00     4 0.395 0.308
10        20         0.0 0.00     6 0.405 0.207

[1] "Total fpts: 99.85 (97)"
        Lineup (133) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marcus Stroman  TOR   P   9100 28.30     18.012500    12.987390
2    Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
3     Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4        Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5    Jonathan Villar  MIL  2B   4400  5.00      8.095238     8.287972
6     Mike Moustakas   KC  3B   3100  3.00      9.187500     6.685494
7  Andrelton Simmons  LAA  SS   3600  3.00      6.750000     6.406206
8       Lorenzo Cain   KC  OF   3900  3.00      7.444444     4.925590
9        Alex Gordon   KC  OF   3600  2.00      4.684211     3.697636
10      Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.24    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5         21         0.0 0.00     1 0.259 0.116
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     6 0.351 0.133
8         18         0.0 0.00     3 0.347 0.056
9         19         0.0 0.00     6 0.237 0.038
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 99.7 (98)"
        Lineup (36) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3   Jonathan Lucroy  TEX     C   4100  3.0      4.714286     6.354024
4          Ryan Rua  TEX 1B/OF   2900  5.0      6.000000     7.937254
5    Tyler Saladino  CWS    2B   3200 10.0      5.666667     5.348463
6        Joey Gallo  TEX    3B   3700  0.0     10.000000     8.619745
7      Elvis Andrus  TEX    SS   4000 12.0      7.850000     7.520323
8        Mike Trout  LAA    OF   5600 26.0     10.857143     4.714719
9  Delino DeShields  TEX    OF   3500 10.0      7.000000    11.661904
10      Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     9 0.228 0.071
4          9         0.0 0.00     7 0.219 0.088
5         12         0.0 0.00     1 0.283 0.073
6         21         0.0 0.00     8 0.409 0.391
7         20         0.0 0.00     2 0.322 0.179
8         21         0.0 0.00     3 0.448 0.337
9          6         0.0 0.00     1 0.284 0.000
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 99.7 (99)"
      Lineup (88) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2      Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3     Mike Zunino  SEA   C   3400  0.0      4.733333     3.453087
4   Albert Pujols  LAA  1B   4200 18.0      7.150000     6.368301
5   Robinson Cano  SEA  2B   4500 16.0      7.772727     7.733242
6  Mike Moustakas   KC  3B   3100  3.0      9.187500     6.685494
7     Jean Segura  SEA  SS   4800  5.0     11.600000     8.846845
8    Jarrod Dyson  SEA  OF   3500  3.0      7.000000     4.855816
9       Ben Gamel  SEA  OF   3400 21.0           NaN           NA
10    Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         15         0.0 0.00     8 0.241 0.068
4         20         0.0 0.00     4 0.283 0.098
5         22         0.0 0.00     3 0.321 0.154
6         16         0.0 0.00     2 0.377 0.316
7         10         0.0 0.00     1 0.377 0.146
8         20         0.0 0.00     9 0.268 0.039
9          0         0.0 0.00     2 0.280 0.000
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 98.9 (100)"
       Lineup (90) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3     Jason Castro  MIN   C   2700  2.0      4.909091     5.664884
4        Joe Mauer  MIN  1B   3500  9.0      5.071429     2.432608
5   Tyler Saladino  CWS  2B   3200 10.0      5.666667     5.348463
6      Miguel Sano  MIN  3B   4200 27.0      9.588235     8.426586
7     Corey Seager  LAD  SS   4300  8.0     10.000000     8.252591
8       Max Kepler  MIN  OF   3600  9.0      7.533333     7.259149
9  Robbie Grossman  MIN  OF   3400  0.0      8.428571     6.072818
10     Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         11         0.0 0.00     6 0.321 0.154
4         14         0.0 0.00     4 0.253 0.042
5         12         0.0 0.00     1 0.283 0.073
6         17         0.0 0.00     3 0.438 0.314
7         20         0.0 0.00     2 0.411 0.247
8         15         0.0 0.00     2 0.355 0.203
9         14         0.0 0.00     5 0.389 0.125
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 98.7 (101)"
       Lineup (15) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2       Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3  Yasmani Grandal  LAD   C   3200  2.0      6.562500     7.606740
4  Adrian Gonzalez  LAD  1B   3600  3.0      5.705882     4.818775
5      Chase Utley  LAD  2B   3200  3.0      2.142857     2.734262
6    Justin Turner  LAD  3B   3400 15.0      8.105263     4.897786
7     Corey Seager  LAD  SS   4300  8.0     10.000000     8.252591
8       Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9     Josh Reddick  HOU  OF   3500  8.0      7.250000     8.706320
10     Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         16         0.0 0.00     5 0.330 0.200
4         17         0.0 0.00     4 0.302 0.069
5          7         0.0 0.00     6 0.147 0.000
6         19         0.0 0.00     3 0.406 0.113
7         20         0.0 0.00     2 0.411 0.247
8         21         0.0 0.00     3 0.448 0.337
9         16         0.0 0.00     2 0.330 0.139
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 98.6 (102)"
       Lineup (122) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
2        Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3  Martin Maldonado  LAA   C   2800  3.0      4.250000     3.587014
4     Anthony Rizzo  CHC  1B   5300  5.0     10.526316     8.241955
5    Danny Espinosa  LAA  2B   3500  2.0      6.842105     6.922292
6     Yunel Escobar  LAA  3B   3700 14.0      5.900000     6.827961
7  Francisco Lindor  CLE  SS   4600 10.0     10.833333    10.199481
8    Cameron Maybin  LAA  OF   4100  2.0      7.200000     4.945416
9      Kole Calhoun  LAA  OF   4000 10.0      5.550000     5.246302
10     Josh Reddick  HOU  OF   3500  8.0      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         19         0.0 0.00     3 0.400 0.241
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         18         0.0 0.00     2 0.403 0.313
8         15         0.0 0.00     7 0.291 0.082
9         20         0.0 0.00     2 0.283 0.068
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 98.55 (103)"
        Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3   Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4      Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5   Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6   Mike Moustakas   KC  3B   3100  3.00      9.187500     6.685494
7    Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8     Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
9     Lorenzo Cain   KC  OF   3900  3.00      7.444444     4.925590
10     Alex Gordon   KC  OF   3600  2.00      4.684211     3.697636
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5         12         0.0 0.00     1 0.283 0.073
6         16         0.0 0.00     2 0.377 0.316
7         17         0.0 0.00     4 0.291 0.110
8         20         0.0 0.00     2 0.283 0.068
9         18         0.0 0.00     3 0.347 0.056
10        19         0.0 0.00     6 0.237 0.038

[1] "Total fpts: 97.05 (104)"
      Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Robbie Ray  ARI     P   8200 22.20     20.862500     8.943468
2      Blake Snell   TB     P   7200  7.85     10.050000     1.934554
3     Stephen Vogt  OAK     C   3400  0.00      3.714286     3.338092
4    Anthony Rizzo  CHC    1B   5300  5.00     10.526316     8.241955
5      Ben Zobrist  CHC 2B/OF   4400 12.00      8.000000     6.806859
6      Kris Bryant  CHC    3B   5200 16.00     10.052632     8.592462
7  Addison Russell  CHC    SS   3900  6.00      9.333333     8.731283
8   Kyle Schwarber  CHC    OF   4700  3.00      7.055556     5.620050
9       AJ Pollock  ARI    OF   4200 17.00     10.666667     8.551803
10    Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.39    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         19         0.0 0.00     3 0.400 0.241
5         13         0.0 0.00     4 0.299 0.131
6         19         0.0 0.00     2 0.369 0.165
7         18         0.0 0.00     5 0.331 0.167
8         18         0.0 0.00     1 0.331 0.163
9         21         0.0 0.00     1 0.364 0.168
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 96.85 (105)"
        Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jerad Eickhoff  PHI   P   8600  1.55     18.775000     4.202876
2    Chase Anderson  MIL   P   7100  5.30     22.833333     7.675665
3  Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4     Albert Pujols  LAA  1B   4200 18.00      7.150000     6.368301
5         Joe Panik   SF  2B   3500  8.00      6.789474     5.836465
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7       Trea Turner  WSH  SS   4900  8.00     15.222222    14.771406
8        Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9      Bryce Harper  WSH  OF   5200  3.00     15.722222    12.536092
10     Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 0.97    NA 0.000 0.000
2          3         6.0 1.00    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         20         0.0 0.00     4 0.283 0.098
5         19         0.0 0.00     1 0.353 0.127
6         20         0.0 0.00     1 0.273 0.075
7          9         0.0 0.00     2 0.416 0.286
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     3 0.558 0.405
10        20         0.0 0.00     2 0.283 0.068

[1] "Total fpts: 96.7 (106)"
    Lineup (120) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1   Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903         3
2     Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468         4
3    Evan Gattis  HOU   C   3700 19.0      8.000000     6.550503        12
4    Eric Hosmer   KC  1B   3800  9.0      4.736842     4.214289        19
5   Brian Dozier  MIN  2B   4300  0.0      8.375000     4.773189        16
6  Yunel Escobar  LAA  3B   3700 14.0      5.900000     6.827961        20
7  Jorge Polanco  MIN  SS   3200  0.0      7.125000     4.702836        16
8     Max Kepler  MIN  OF   3600  9.0      7.533333     7.259149        15
9  Eddie Rosario  MIN  OF   3300  8.0      5.750000     4.809712        16
10  Byron Buxton  MIN  OF   3300  4.0      4.285714     4.905704        14
   Avg_Innings WHIP Order  wOBA   ISO
1          6.9 0.83    NA 0.000 0.000
2          5.9 1.39    NA 0.000 0.000
3          0.0 0.00     7 0.375 0.178
4          0.0 0.00     4 0.256 0.073
5          0.0 0.00     1 0.315 0.124
6          0.0 0.00     1 0.273 0.075
7          0.0 0.00     7 0.309 0.114
8          0.0 0.00     2 0.355 0.203
9          0.0 0.00     8 0.275 0.110
10         0.0 0.00     9 0.208 0.032

[1] "Total fpts: 95.9 (107)"
       Lineup (48) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3  Yasmani Grandal  LAD   C   3200  2.0      6.562500     7.606740
4  Adrian Gonzalez  LAD  1B   3600  3.0      5.705882     4.818775
5   Tyler Saladino  CWS  2B   3200 10.0      5.666667     5.348463
6    Justin Turner  LAD  3B   3400 15.0      8.105263     4.897786
7     Corey Seager  LAD  SS   4300  8.0     10.000000     8.252591
8     Kole Calhoun  LAA  OF   4000 10.0      5.550000     5.246302
9     Andrew Toles  LAD  OF   2900 10.0      7.400000     7.456541
10      Matt Joyce  OAK  OF   2500  4.0      4.866667     6.885457
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         16         0.0 0.00     5 0.330 0.200
4         17         0.0 0.00     4 0.302 0.069
5         12         0.0 0.00     1 0.283 0.073
6         19         0.0 0.00     3 0.406 0.113
7         20         0.0 0.00     2 0.411 0.247
8         20         0.0 0.00     2 0.283 0.068
9         10         0.0 0.00     1 0.271 0.155
10        15         0.0 0.00     2 0.233 0.136

[1] "Total fpts: 95.9 (108)"
       Lineup (86) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE     P  10200 22.4     24.783333    10.099546
3      Evan Gattis  HOU     C   3700 19.0      8.000000     6.550503
4    Yonder Alonso  OAK    1B   2900  3.0      9.200000     7.729350
5  Whit Merrifield   KC 2B/OF   3400  5.0      6.571429     7.849780
6    Yunel Escobar  LAA    3B   3700 14.0      5.900000     6.827961
7  Alcides Escobar   KC    SS   3200  0.0      3.157895     3.436134
8      Alex Gordon   KC    OF   3600  2.0      4.684211     3.697636
9     Brandon Moss   KC    OF   3500 14.0      5.500000     5.996794
10 Jorge Bonifacio   KC    OF   3000  5.0      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         15         0.0 0.00     5 0.392 0.271
5          7         0.0 0.00     1 0.346 0.200
6         20         0.0 0.00     1 0.273 0.075
7         19         0.0 0.00     7 0.195 0.054
8         19         0.0 0.00     6 0.237 0.038
9         14         0.0 0.00     8 0.242 0.173
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 95.75 (109)"
        Lineup (121) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10200  22.40     24.783333    10.099546
2        Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3  Willson Contreras  CHC     C   3900   3.00      7.428571     9.460154
4      Anthony Rizzo  CHC    1B   5300   5.00     10.526316     8.241955
5        Ben Zobrist  CHC 2B/OF   4400  12.00      8.000000     6.806859
6        Kris Bryant  CHC    3B   5200  16.00     10.052632     8.592462
7    Addison Russell  CHC    SS   3900   6.00      9.333333     8.731283
8        Khris Davis  OAK    OF   3900  32.00      8.052632     7.027515
9       Josh Reddick  HOU    OF   3500   8.00      7.250000     8.706320
10  Michael Conforto  NYM    OF   3200   7.00     10.100000     9.206881
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         19         0.0 0.00     3 0.400 0.241
5         13         0.0 0.00     4 0.299 0.131
6         19         0.0 0.00     2 0.369 0.165
7         18         0.0 0.00     5 0.331 0.167
8         19         0.0 0.00     4 0.396 0.319
9         16         0.0 0.00     2 0.330 0.139
10        10         0.0 0.00     1 0.410 0.302

[1] "Total fpts: 95.1 (110)"
       Lineup (69) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2      Ian Kennedy   KC     P   8000 17.6     21.283333    12.480218
3     Stephen Vogt  OAK     C   3400  0.0      3.714286     3.338092
4     Trey Mancini  BAL 1B/OF   3200  5.0     10.200000    13.628402
5  Jonathan Schoop  BAL    2B   3600  7.0      8.050000     6.261621
6      Kris Bryant  CHC    3B   5200 16.0     10.052632     8.592462
7         JJ Hardy  BAL    SS   3000  6.0      4.111111     5.768973
8       Adam Jones  BAL    OF   4100 12.0      8.150000     6.722116
9     Josh Reddick  HOU    OF   3500  8.0      7.250000     8.706320
10    Joey Rickard  BAL    OF   2900 12.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.5 1.04    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         10         0.0 0.00     7 0.391 0.410
5         20         0.0 0.00     8 0.372 0.279
6         19         0.0 0.00     2 0.369 0.165
7         18         0.0 0.00     9 0.216 0.092
8         20         0.0 0.00     2 0.358 0.203
9         16         0.0 0.00     2 0.330 0.139
10         0         0.0 0.00     1 0.000 0.000

[1] "Total fpts: 94.7 (111)"
     Lineup (75) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1   Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903         3
2     Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468         4
3   Stephen Vogt  OAK   C   3400  0.0      3.714286     3.338092        14
4      Joe Mauer  MIN  1B   3500  9.0      5.071429     2.432608        14
5   Brian Dozier  MIN  2B   4300  0.0      8.375000     4.773189        16
6    Miguel Sano  MIN  3B   4200 27.0      9.588235     8.426586        17
7  Carlos Correa  HOU  SS   4700 12.0      5.764706     4.294319        17
8     Max Kepler  MIN  OF   3600  9.0      7.533333     7.259149        15
9   Byron Buxton  MIN  OF   3300  4.0      4.285714     4.905704        14
10   Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613         9
   Avg_Innings WHIP Order  wOBA   ISO
1          6.9 0.83    NA 0.000 0.000
2          5.9 1.39    NA 0.000 0.000
3          0.0 0.00     7 0.253 0.127
4          0.0 0.00     4 0.253 0.042
5          0.0 0.00     1 0.315 0.124
6          0.0 0.00     3 0.438 0.314
7          0.0 0.00     4 0.291 0.110
8          0.0 0.00     2 0.355 0.203
9          0.0 0.00     9 0.208 0.032
10         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 94.7 (112)"
        Lineup (109) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2         Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3      Tyler Flowers  ATL     C   3300  5.0      7.000000     5.249339
4    Freddie Freeman  ATL    1B   4800 16.0     12.789474    11.863009
5   Cory Spangenberg   SD 2B/3B   2800 10.0           NaN           NA
6     Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7  Andrelton Simmons  LAA    SS   3600  3.0      6.750000     6.406206
8          Matt Kemp  ATL    OF   4100 11.0      9.777778    10.389632
9      Nick Markakis  ATL    OF   4000  5.0      7.157895     5.069113
10     Jace Peterson  ATL    OF   3400  8.0      4.272727     3.901049
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         10         0.0 0.00     6 0.388 0.053
4         19         0.0 0.00     3 0.523 0.394
5          0         0.0 0.00     6 0.164 0.000
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     6 0.351 0.133
8          9         0.0 0.00     4 0.401 0.310
9         19         0.0 0.00     5 0.359 0.122
10        11         0.0 0.00     7 0.297 0.095

[1] "Total fpts: 94.5 (113)"
      Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jake Arrieta  CHC     P   9600  1.95     22.475000     7.451230
2  Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
3      Evan Gattis  HOU     C   3700 19.00      8.000000     6.550503
4  Freddie Freeman  ATL    1B   4800 16.00     12.789474    11.863009
5  Whit Merrifield   KC 2B/OF   3400  5.00      6.571429     7.849780
6     Alex Bregman  HOU 3B/SS   3600  5.00      5.578947     4.154192
7     Corey Seager  LAD    SS   4300  8.00     10.000000     8.252591
8  George Springer  HOU    OF   4400 14.00      9.437500     8.793700
9     Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
10  Norichika Aoki  HOU    OF   3400  0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.01    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         12         0.0 0.00     7 0.375 0.178
4         19         0.0 0.00     3 0.523 0.394
5          7         0.0 0.00     1 0.346 0.200
6         19         0.0 0.00     8 0.303 0.064
7         20         0.0 0.00     2 0.411 0.247
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 92.85 (114)"
     Lineup (136) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH     P  12700  11.50     29.483333     1.898903
2     Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3      Jett Bandy  MIL     C   2800  12.00     10.454545     7.448002
4     Eric Thames  MIL    1B   4900   7.00     15.315789     9.781233
5  Tyler Saladino  CWS    2B   3200  10.00      5.666667     5.348463
6     Travis Shaw  MIL    3B   3600   0.00      9.950000     8.672249
7    Hernan Perez  MIL OF/SS   3600  20.00     11.363636    13.684098
8      Mike Trout  LAA    OF   5600  26.00     10.857143     4.714719
9      Ryan Braun  MIL    OF   4900  22.00     11.100000     8.226402
10    Jaff Decker  OAK    OF   2100   0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         11         0.0 0.00     6 0.455 0.349
4         19         0.0 0.00     2 0.557 0.534
5         12         0.0 0.00     1 0.283 0.073
6         20         0.0 0.00     4 0.366 0.298
7         11         0.0 0.00     5 0.377 0.320
8         21         0.0 0.00     3 0.448 0.337
9         20         0.0 0.00     3 0.411 0.303
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 91.7 (115)"
        Lineup (58) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3      Stephen Vogt  OAK     C   3400  0.0      3.714286     3.338092
4    Matt Carpenter  STL    1B   4300  0.0      6.375000     5.018300
5       Jedd Gyorko  STL 2B/3B   3600 19.0      9.583333     8.295216
6    Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7      Aledmys Diaz  STL    SS   4100  3.0      6.750000    10.292392
8     Dexter Fowler  STL    OF   4100 21.0      7.105263     8.385800
9  Stephen Piscotty  STL    OF   4100 12.0      7.470588     7.391868
10      Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         16         0.0 0.00     3 0.328 0.121
5         12         0.0 0.00     4 0.443 0.313
6         16         0.0 0.00     2 0.377 0.316
7         16         0.0 0.00     2 0.278 0.193
8         19         0.0 0.00     1 0.287 0.163
9         17         0.0 0.00     5 0.321 0.143
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 91.55 (116)"
       Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.50     29.483333     1.898903
2   Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3   Jonathan Lucroy  TEX     C   4100  3.00      4.714286     6.354024
4     Albert Pujols  LAA    1B   4200 18.00      7.150000     6.368301
5  Cory Spangenberg   SD 2B/3B   2800 10.00           NaN           NA
6        Joey Gallo  TEX    3B   3700  0.00     10.000000     8.619745
7      Elvis Andrus  TEX    SS   4000 12.00      7.850000     7.520323
8      Carlos Gomez  TEX    OF   4000  2.00      6.523810     6.794255
9  Delino DeShields  TEX    OF   3500 10.00      7.000000    11.661904
10     Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     9 0.228 0.071
4         20         0.0 0.00     4 0.283 0.098
5          0         0.0 0.00     6 0.164 0.000
6         21         0.0 0.00     8 0.409 0.391
7         20         0.0 0.00     2 0.322 0.179
8         21         0.0 0.00     3 0.299 0.165
9          6         0.0 0.00     1 0.284 0.000
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 90.75 (117)"
      Lineup (113) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jeff Samardzija   SF     P   9000 17.55     12.987500     6.668380
2       Robbie Ray  ARI     P   8200 22.20     20.862500     8.943468
3     Stephen Vogt  OAK     C   3400  0.00      3.714286     3.338092
4       Ryon Healy  OAK 1B/3B   3400  5.00      5.944444     7.431825
5     Adam Rosales  OAK 2B/SS   2400  2.00      5.428571     5.487248
6   Trevor Plouffe  OAK    3B   3500  3.00      6.052632     6.041281
7    Carlos Correa  HOU    SS   4700 12.00      5.764706     4.294319
8       Mike Trout  LAA    OF   5600 26.00     10.857143     4.714719
9     Bryce Harper  WSH    OF   5200  3.00     15.722222    12.536092
10     Jaff Decker  OAK    OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.52    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         18         0.0 0.00     6 0.303 0.183
5         14         0.0 0.00     9 0.306 0.170
6         19         0.0 0.00     8 0.293 0.169
7         17         0.0 0.00     4 0.291 0.110
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     3 0.558 0.405
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 89.9 (118)"
         Lineup (63) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2    Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3       Stephen Vogt  OAK   C   3400  0.0      3.714286     3.338092
4          Wil Myers   SD  1B   4500  0.0      8.772727     8.228474
5  Yangervis Solarte   SD  2B   3000  6.0      7.090909     6.179144
6       Ryan Schimpf   SD  3B   3100 16.0      5.500000     7.056495
7        Erick Aybar   SD  SS   2200  8.0      5.684211     6.591684
8         Mike Trout  LAA  OF   5600 26.0     10.857143     4.714719
9      Manuel Margot   SD  OF   2900  0.0      6.809524     5.715059
10       Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         22         0.0 0.00     3 0.383 0.265
5         22         0.0 0.00     4 0.348 0.136
6         18         0.0 0.00     5 0.287 0.234
7         19         0.0 0.00     2 0.286 0.145
8         21         0.0 0.00     3 0.448 0.337
9         21         0.0 0.00     1 0.322 0.167
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 89.7 (119)"
         Lineup (66) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2         Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3       Stephen Vogt  OAK     C   3400  0.0      3.714286     3.338092
4     Hanley Ramirez  BOS 1B/OF   4200 10.0      6.000000     4.375255
5    Marco Hernandez  BOS 2B/SS   2800  6.0      4.200000     3.852849
6      Yunel Escobar  LAA    3B   3700 14.0      5.900000     6.827961
7    Xander Bogaerts  BOS    SS   4200  5.0      7.071429     5.225151
8       Mookie Betts  BOS    OF   4800  7.0      7.875000     8.995369
9  Andrew Benintendi  BOS    OF   3700 14.0      7.411765     6.510173
10       Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         15         0.0 0.00     4 0.281 0.088
5         10         0.0 0.00     9 0.272 0.024
6         20         0.0 0.00     1 0.273 0.075
7         14         0.0 0.00     1 0.312 0.016
8         16         0.0 0.00     3 0.372 0.155
9         17         0.0 0.00     2 0.357 0.089
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 89.55 (120)"
       Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT   P   7400 17.05     17.450000     8.501078
3     Jason Castro  MIN   C   2700  2.00      4.909091     5.664884
4    Albert Pujols  LAA  1B   4200 18.00      7.150000     6.368301
5     Brian Dozier  MIN  2B   4300  0.00      8.375000     4.773189
6   Mike Moustakas   KC  3B   3100  3.00      9.187500     6.685494
7    Jorge Polanco  MIN  SS   3200  0.00      7.125000     4.702836
8       Mike Trout  LAA  OF   5600 26.00     10.857143     4.714719
9    Eddie Rosario  MIN  OF   3300  8.00      5.750000     4.809712
10    Byron Buxton  MIN  OF   3300  4.00      4.285714     4.905704
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         11         0.0 0.00     6 0.321 0.154
4         20         0.0 0.00     4 0.283 0.098
5         16         0.0 0.00     1 0.315 0.124
6         16         0.0 0.00     2 0.377 0.316
7         16         0.0 0.00     7 0.309 0.114
8         21         0.0 0.00     3 0.448 0.337
9         16         0.0 0.00     8 0.275 0.110
10        14         0.0 0.00     9 0.208 0.032

[1] "Total fpts: 88.55 (121)"
     Lineup (119) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Robbie Ray  ARI   P   8200  22.20     20.862500     8.943468
2     Adam Conley  MIA   P   6300 -15.65     15.816667     7.514042
3    Stephen Vogt  OAK   C   3400   0.00      3.714286     3.338092
4  Ryan Zimmerman  WSH  1B   4300  30.00     13.400000     8.942675
5   Daniel Murphy  WSH  2B   4600   6.00     10.944444    11.373200
6  Mike Moustakas   KC  3B   3100   3.00      9.187500     6.685494
7     Trea Turner  WSH  SS   4900   8.00     15.222222    14.771406
8      Mike Trout  LAA  OF   5600  26.00     10.857143     4.714719
9    Bryce Harper  WSH  OF   5200   3.00     15.722222    12.536092
10     Adam Eaton  WSH  OF   4300   6.00     10.833333     7.972379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.39    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         15         0.0 0.00     4 0.512 0.413
5         18         0.0 0.00     5 0.411 0.266
6         16         0.0 0.00     2 0.377 0.316
7          9         0.0 0.00     2 0.416 0.286
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     3 0.558 0.405
10        18         0.0 0.00     1 0.377 0.174

[1] "Total fpts: 88.35 (122)"
     Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2     Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3    Geovany Soto  CWS   C   2400  7.00      3.800000     5.848077
4   Anthony Rizzo  CHC  1B   5300  5.00     10.526316     8.241955
5     Javier Baez  CHC  2B   3900  0.00      5.714286     6.182215
6     Kris Bryant  CHC  3B   5200 16.00     10.052632     8.592462
7    Jordy Mercer  PIT  SS   2900 20.00      4.888889     4.444281
8  Kyle Schwarber  CHC  OF   4700  3.00      7.055556     5.620050
9   Albert Almora  CHC  OF   3500 18.00      6.750000     6.041523
10    Jaff Decker  OAK  OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3          5         0.0 0.00     8 0.350 0.360
4         19         0.0 0.00     3 0.400 0.241
5         14         0.0 0.00     8 0.273 0.143
6         19         0.0 0.00     2 0.369 0.165
7         18         0.0 0.00     2 0.267 0.056
8         18         0.0 0.00     1 0.331 0.163
9          8         0.0 0.00     9 0.332 0.162
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 88.05 (123)"
         Lineup (84) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2    Jeff Samardzija   SF   P   9000 17.55     12.987500     6.668380
3       Stephen Vogt  OAK   C   3400  0.00      3.714286     3.338092
4        Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5        Brad Miller   TB  2B   3400  6.00      7.473684     7.770088
6      Evan Longoria   TB  3B   4100 14.00      7.285714     6.481843
7  Andrelton Simmons  LAA  SS   3600  3.00      6.750000     6.406206
8       Steven Souza   TB  OF   3400  3.00      8.142857     7.030546
9    Kevin Kiermaier   TB  OF   3300  3.00      6.250000     7.304469
10   Corey Dickerson   TB  OF   3200 21.00      9.058824     6.368581
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         4.9 1.52    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         19         0.0 0.00     4 0.256 0.073
5         19         0.0 0.00     4 0.327 0.150
6         21         0.0 0.00     3 0.316 0.159
7         20         0.0 0.00     6 0.351 0.133
8         21         0.0 0.00     5 0.409 0.227
9         20         0.0 0.00     2 0.297 0.093
10        17         0.0 0.00     1 0.410 0.299

[1] "Total fpts: 87.9 (124)"
       Lineup (61) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH    P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE    P  10200 22.4     24.783333    10.099546
3     Stephen Vogt  OAK    C   3400  0.0      3.714286     3.338092
4       John Hicks  DET 1B/C   2700  3.0           NaN           NA
5      Ian Kinsler  DET   2B   4200  4.0      7.133333     7.854632
6   Mike Moustakas   KC   3B   3100  3.0      9.187500     6.685494
7    Jose Iglesias  DET   SS   2600  5.0      8.272727     7.925792
8       Mike Trout  LAA   OF   5600 26.0     10.857143     4.714719
9    Tyler Collins  DET   OF   2700  5.0      6.909091     7.327408
10      Jim Adduci  DET   OF   2500  8.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4          0         0.0 0.00     8 0.583 0.357
5         15         0.0 0.00     1 0.340 0.151
6         16         0.0 0.00     2 0.377 0.316
7         11         0.0 0.00     9 0.294 0.167
8         21         0.0 0.00     3 0.448 0.337
9         11         0.0 0.00     2 0.331 0.107
10         0         0.0 0.00     7 0.533 0.308

[1] "Total fpts: 87.05 (125)"
      Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2     Jacob deGrom  NYM   P  10500 33.55     22.025000    10.040626
3     Jason Castro  MIN   C   2700  2.00      4.909091     5.664884
4        Joe Mauer  MIN  1B   3500  9.00      5.071429     2.432608
5   Tyler Saladino  CWS  2B   3200 10.00      5.666667     5.348463
6   Mike Moustakas   KC  3B   3100  3.00      9.187500     6.685494
7    Jorge Polanco  MIN  SS   3200  0.00      7.125000     4.702836
8     Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
9  Robbie Grossman  MIN  OF   3400  0.00      8.428571     6.072818
10   Eddie Rosario  MIN  OF   3300  8.00      5.750000     4.809712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         4.9 1.18    NA 0.000 0.000
3         11         0.0 0.00     6 0.321 0.154
4         14         0.0 0.00     4 0.253 0.042
5         12         0.0 0.00     1 0.283 0.073
6         16         0.0 0.00     2 0.377 0.316
7         16         0.0 0.00     7 0.309 0.114
8         20         0.0 0.00     2 0.283 0.068
9         14         0.0 0.00     5 0.389 0.125
10        16         0.0 0.00     8 0.275 0.110

[1] "Total fpts: 86.9 (126)"
        Lineup (7) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2  Carlos Carrasco  CLE     P  10200 22.4     24.783333    10.099546
3     Stephen Vogt  OAK     C   3400  0.0      3.714286     3.338092
4      Eric Hosmer   KC    1B   3800  9.0      4.736842     4.214289
5  Whit Merrifield   KC 2B/OF   3400  5.0      6.571429     7.849780
6   Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7     Jordy Mercer  PIT    SS   2900 20.0      4.888889     4.444281
8     Lorenzo Cain   KC    OF   3900  3.0      7.444444     4.925590
9     Josh Reddick  HOU    OF   3500  8.0      7.250000     8.706320
10 Jorge Bonifacio   KC    OF   3000  5.0      7.500000     7.141428
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         19         0.0 0.00     4 0.256 0.073
5          7         0.0 0.00     1 0.346 0.200
6         16         0.0 0.00     2 0.377 0.316
7         18         0.0 0.00     2 0.267 0.056
8         18         0.0 0.00     3 0.347 0.056
9         16         0.0 0.00     2 0.330 0.139
10         4         0.0 0.00     9 0.348 0.177

[1] "Total fpts: 86.7 (127)"
       Lineup (126) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3         Yan Gomes  CLE     C   3200  0.0      5.272727     4.337993
4    Carlos Santana  CLE 1B/OF   4600  0.0      8.111111     7.910446
5  Cory Spangenberg   SD 2B/3B   2800 10.0           NaN           NA
6     Manny Machado  BAL    3B   4700 30.0      6.450000     5.915857
7  Francisco Lindor  CLE    SS   4600 10.0     10.833333    10.199481
8   Abraham Almonte  CLE    OF   3500  3.0      5.900000     4.067486
9     Brandon Guyer  CLE    OF   3400  0.0      3.333333     5.123475
10      Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         11         0.0 0.00     9 0.265 0.111
4         18         0.0 0.00     1 0.327 0.149
5          0         0.0 0.00     6 0.164 0.000
6         20         0.0 0.00     3 0.301 0.164
7         18         0.0 0.00     2 0.403 0.313
8         10         0.0 0.00     8 0.350 0.128
9          9         0.0 0.00     3 0.169 0.103
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 84.45 (128)"
       Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10200 22.40     24.783333    10.099546
2   Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3      Stephen Vogt  OAK     C   3400  0.00      3.714286     3.338092
4  Paul Goldschmidt  ARI    1B   5100  7.00     11.652174     8.105042
5     Brandon Drury  ARI    2B   3600  3.00      6.300000     5.885754
6       Kris Bryant  CHC    3B   5200 16.00     10.052632     8.592462
7      Chris Owings  ARI OF/SS   3600 10.00     11.050000    10.971134
8     Yasmany Tomas  ARI    OF   4000  0.00     10.210526     9.366482
9     David Peralta  ARI    OF   3800  0.00      9.650000     9.410381
10   Carlos Beltran  HOU    OF   3700  9.00      5.529412     5.467148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.8 0.80    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         19         0.0 0.00     2 0.369 0.165
7         20         0.0 0.00     2 0.391 0.225
8         19         0.0 0.00     4 0.395 0.308
9         20         0.0 0.00     6 0.405 0.207
10        17         0.0 0.00     5 0.279 0.114

[1] "Total fpts: 82.85 (129)"
         Lineup (46) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700  11.50     29.483333     1.898903
2        Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3  Christian Vazquez  BOS     C   2600   8.00      9.285714    10.904346
4      Albert Pujols  LAA    1B   4200  18.00      7.150000     6.368301
5    Marco Hernandez  BOS 2B/SS   2800   6.00      4.200000     3.852849
6     Mike Moustakas   KC    3B   3100   3.00      9.187500     6.685494
7    Xander Bogaerts  BOS    SS   4200   5.00      7.071429     5.225151
8         Mike Trout  LAA    OF   5600  26.00     10.857143     4.714719
9       Mookie Betts  BOS    OF   4800   7.00      7.875000     8.995369
10 Andrew Benintendi  BOS    OF   3700  14.00      7.411765     6.510173
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3          7         0.0 0.00     8 0.537 0.261
4         20         0.0 0.00     4 0.283 0.098
5         10         0.0 0.00     9 0.272 0.024
6         16         0.0 0.00     2 0.377 0.316
7         14         0.0 0.00     1 0.312 0.016
8         21         0.0 0.00     3 0.448 0.337
9         16         0.0 0.00     3 0.372 0.155
10        17         0.0 0.00     2 0.357 0.089

[1] "Total fpts: 81.8 (130)"
          Lineup (98) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH     P  12700 11.5      29.48333     1.898903
2      Chase Anderson  MIL     P   7100  5.3      22.83333     7.675665
3  Francisco Cervelli  PIT     C   2900 23.0       5.00000     3.683942
4    Paul Goldschmidt  ARI    1B   5100  7.0      11.65217     8.105042
5       Brandon Drury  ARI    2B   3600  3.0       6.30000     5.885754
6       Yunel Escobar  LAA    3B   3700 14.0       5.90000     6.827961
7        Chris Owings  ARI OF/SS   3600 10.0      11.05000    10.971134
8       Yasmany Tomas  ARI    OF   4000  0.0      10.21053     9.366482
9       David Peralta  ARI    OF   3800  0.0       9.65000     9.410381
10       Josh Reddick  HOU    OF   3500  8.0       7.25000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.0 1.00    NA 0.000 0.000
3         15         0.0 0.00     5 0.286 0.182
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         20         0.0 0.00     1 0.273 0.075
7         20         0.0 0.00     2 0.391 0.225
8         19         0.0 0.00     4 0.395 0.308
9         20         0.0 0.00     6 0.405 0.207
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 81.35 (131)"
       Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2      Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3     Geovany Soto  CWS   C   2400  7.00      3.800000     5.848077
4    Yonder Alonso  OAK  1B   2900  3.00      9.200000     7.729350
5      Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6    Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7    Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8  George Springer  HOU  OF   4400 14.00      9.437500     8.793700
9     Josh Reddick  HOU  OF   3500  8.00      7.250000     8.706320
10  Norichika Aoki  HOU  OF   3400  0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3          5         0.0 0.00     8 0.350 0.360
4         15         0.0 0.00     5 0.392 0.271
5         18         0.0 0.00     3 0.373 0.128
6         20         0.0 0.00     1 0.273 0.075
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 81.05 (132)"
      Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH     P  12700 11.50     29.483333     1.898903
2    Jacob deGrom  NYM     P  10500 33.55     22.025000    10.040626
3    Stephen Vogt  OAK     C   3400  0.00      3.714286     3.338092
4      Ryon Healy  OAK 1B/3B   3400  5.00      5.944444     7.431825
5    Adam Rosales  OAK 2B/SS   2400  2.00      5.428571     5.487248
6  Trevor Plouffe  OAK    3B   3500  3.00      6.052632     6.041281
7    Corey Seager  LAD    SS   4300  8.00     10.000000     8.252591
8    Kole Calhoun  LAA    OF   4000 10.00      5.550000     5.246302
9    Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
10    Jaff Decker  OAK    OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         4.9 1.18    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         18         0.0 0.00     6 0.303 0.183
5         14         0.0 0.00     9 0.306 0.170
6         19         0.0 0.00     8 0.293 0.169
7         20         0.0 0.00     2 0.411 0.247
8         20         0.0 0.00     2 0.283 0.068
9         16         0.0 0.00     2 0.330 0.139
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 79.9 (133)"
        Lineup (132) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10500  33.55     22.025000    10.040626
2        Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3  Willson Contreras  CHC     C   3900   3.00      7.428571     9.460154
4       Trey Mancini  BAL 1B/OF   3200   5.00     10.200000    13.628402
5        Jose Altuve  HOU    2B   4700   4.00     10.111111     8.750724
6        Kris Bryant  CHC    3B   5200  16.00     10.052632     8.592462
7      Carlos Correa  HOU    SS   4700  12.00      5.764706     4.294319
8    George Springer  HOU    OF   4400  14.00      9.437500     8.793700
9       Josh Reddick  HOU    OF   3500   8.00      7.250000     8.706320
10    Norichika Aoki  HOU    OF   3400   0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.9 1.18    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         10         0.0 0.00     7 0.391 0.410
5         18         0.0 0.00     3 0.373 0.128
6         19         0.0 0.00     2 0.369 0.165
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 77.55 (134)"
        Lineup (111) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   8200  22.20     20.862500     8.943468
2        Adam Conley  MIA   P   6300 -15.65     15.816667     7.514042
3       Stephen Vogt  OAK   C   3400   0.00      3.714286     3.338092
4      Anthony Rizzo  CHC  1B   5300   5.00     10.526316     8.241955
5        Javier Baez  CHC  2B   3900   0.00      5.714286     6.182215
6        Kris Bryant  CHC  3B   5200  16.00     10.052632     8.592462
7  Andrelton Simmons  LAA  SS   3600   3.00      6.750000     6.406206
8         Mike Trout  LAA  OF   5600  26.00     10.857143     4.714719
9     Kyle Schwarber  CHC  OF   4700   3.00      7.055556     5.620050
10     Albert Almora  CHC  OF   3500  18.00      6.750000     6.041523
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.39    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         19         0.0 0.00     3 0.400 0.241
5         14         0.0 0.00     8 0.273 0.143
6         19         0.0 0.00     2 0.369 0.165
7         20         0.0 0.00     6 0.351 0.133
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     1 0.331 0.163
10         8         0.0 0.00     9 0.332 0.162

[1] "Total fpts: 77.15 (135)"
      Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jake Arrieta  CHC   P   9600  1.95     22.475000     7.451230
2      Robbie Ray  ARI   P   8200 22.20     20.862500     8.943468
3  Salvador Perez   KC   C   3300 21.00      6.176471     6.237340
4     Eric Hosmer   KC  1B   3800  9.00      4.736842     4.214289
5     Jose Altuve  HOU  2B   4700  4.00     10.111111     8.750724
6  Mike Moustakas   KC  3B   3100  3.00      9.187500     6.685494
7    Corey Seager  LAD  SS   4300  8.00     10.000000     8.252591
8    Bryce Harper  WSH  OF   5200  3.00     15.722222    12.536092
9    Lorenzo Cain   KC  OF   3900  3.00      7.444444     4.925590
10    Alex Gordon   KC  OF   3600  2.00      4.684211     3.697636
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.01    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4         19         0.0 0.00     4 0.256 0.073
5         18         0.0 0.00     3 0.373 0.128
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.411 0.247
8         18         0.0 0.00     3 0.558 0.405
9         18         0.0 0.00     3 0.347 0.056
10        19         0.0 0.00     6 0.237 0.038

[1] "Total fpts: 76.7 (136)"
        Lineup (143) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2         Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3       Stephen Vogt  OAK   C   3400  0.0      3.714286     3.338092
4            CJ Cron  LAA  1B   4200  3.0      4.500000     3.919647
5      Robinson Cano  SEA  2B   4500 16.0      7.772727     7.733242
6        Kyle Seager  SEA  3B   4400  0.0      6.222222     4.917622
7      Taylor Motter  SEA  SS   3800  0.0     10.062500     8.880456
8          Ben Gamel  SEA  OF   3400 21.0           NaN           NA
9  Guillermo Heredia  SEA  OF   3200  3.0      7.400000     8.167687
10       Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         12         0.0 0.00     5 0.247 0.036
5         22         0.0 0.00     3 0.321 0.154
6         18         0.0 0.00     5 0.333 0.108
7         16         0.0 0.00     4 0.376 0.344
8          0         0.0 0.00     2 0.280 0.000
9         10         0.0 0.00     6 0.358 0.180
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 73.7 (137)"
         Lineup (5) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI     P   8200 22.2     20.862500     8.943468
3      Stephen Vogt  OAK     C   3400  0.0      3.714286     3.338092
4  Paul Goldschmidt  ARI    1B   5100  7.0     11.652174     8.105042
5     Brandon Drury  ARI    2B   3600  3.0      6.300000     5.885754
6    Mike Moustakas   KC    3B   3100  3.0      9.187500     6.685494
7      Chris Owings  ARI OF/SS   3600 10.0     11.050000    10.971134
8        AJ Pollock  ARI    OF   4200 17.0     10.666667     8.551803
9     Yasmany Tomas  ARI    OF   4000  0.0     10.210526     9.366482
10      Jaff Decker  OAK    OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.391 0.225
8         21         0.0 0.00     1 0.364 0.168
9         19         0.0 0.00     4 0.395 0.308
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 69.35 (138)"
        Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12700 11.50     29.483333     1.898903
2       Blake Snell   TB   P   7200  7.85     10.050000     1.934554
3  Martin Maldonado  LAA   C   2800  3.00      4.250000     3.587014
4  Paul Goldschmidt  ARI  1B   5100  7.00     11.652174     8.105042
5    Danny Espinosa  LAA  2B   3500  2.00      6.842105     6.922292
6     Yunel Escobar  LAA  3B   3700 14.00      5.900000     6.827961
7     Carlos Correa  HOU  SS   4700 12.00      5.764706     4.294319
8    Cameron Maybin  LAA  OF   4100  2.00      7.200000     4.945416
9      Kole Calhoun  LAA  OF   4000 10.00      5.550000     5.246302
10      Jaff Decker  OAK  OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         23         0.0 0.00     3 0.443 0.235
5         19         0.0 0.00     8 0.268 0.156
6         20         0.0 0.00     1 0.273 0.075
7         17         0.0 0.00     4 0.291 0.110
8         15         0.0 0.00     7 0.291 0.082
9         20         0.0 0.00     2 0.283 0.068
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 67.55 (139)"
         Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700 11.50     29.483333     1.898903
2    Jameson Taillon  PIT     P   7400 17.05     17.450000     8.501078
3       Stephen Vogt  OAK     C   3400  0.00      3.714286     3.338092
4       Trey Mancini  BAL 1B/OF   3200  5.00     10.200000    13.628402
5        Jose Altuve  HOU    2B   4700  4.00     10.111111     8.750724
6       Alex Bregman  HOU 3B/SS   3600  5.00      5.578947     4.154192
7  Andrelton Simmons  LAA    SS   3600  3.00      6.750000     6.406206
8    George Springer  HOU    OF   4400 14.00      9.437500     8.793700
9       Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
10    Norichika Aoki  HOU    OF   3400  0.00      6.428571     6.559952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         10         0.0 0.00     7 0.391 0.410
5         18         0.0 0.00     3 0.373 0.128
6         19         0.0 0.00     8 0.303 0.064
7         20         0.0 0.00     6 0.351 0.133
8         16         0.0 0.00     1 0.331 0.307
9         16         0.0 0.00     2 0.330 0.139
10        14         0.0 0.00     9 0.359 0.096

[1] "Total fpts: 66.85 (140)"
        Lineup (6) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  12700  11.50     29.483333     1.898903
2      Adam Conley  MIA   P   6300 -15.65     15.816667     7.514042
3   Chris Iannetta  ARI   C   2700   3.00      6.750000     6.158618
4    Albert Pujols  LAA  1B   4200  18.00      7.150000     6.368301
5      Jose Altuve  HOU  2B   4700   4.00     10.111111     8.750724
6   Mike Moustakas   KC  3B   3100   3.00      9.187500     6.685494
7    Carlos Correa  HOU  SS   4700  12.00      5.764706     4.294319
8  George Springer  HOU  OF   4400  14.00      9.437500     8.793700
9   Carlos Beltran  HOU  OF   3700   9.00      5.529412     5.467148
10    Josh Reddick  HOU  OF   3500   8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3          8         0.0 0.00     7 0.340 0.206
4         20         0.0 0.00     4 0.283 0.098
5         18         0.0 0.00     3 0.373 0.128
6         16         0.0 0.00     2 0.377 0.316
7         17         0.0 0.00     4 0.291 0.110
8         16         0.0 0.00     1 0.331 0.307
9         17         0.0 0.00     5 0.279 0.114
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: 65.7 (141)"
        Lineup (38) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2        Robbie Ray  ARI   P   8200 22.2     20.862500     8.943468
3      Stephen Vogt  OAK   C   3400  0.0      3.714286     3.338092
4       Mike Napoli  TEX  1B   4000  5.0      5.450000     6.039127
5      Rougned Odor  TEX  2B   4200  0.0      5.047619     5.581005
6    Mike Moustakas   KC  3B   3100  3.0      9.187500     6.685494
7      Elvis Andrus  TEX  SS   4000 12.0      7.850000     7.520323
8      Carlos Gomez  TEX  OF   4000  2.0      6.523810     6.794255
9  Delino DeShields  TEX  OF   3500 10.0      7.000000    11.661904
10      Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         14         0.0 0.00     7 0.253 0.127
4         20         0.0 0.00     5 0.239 0.150
5         21         0.0 0.00     4 0.269 0.165
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     2 0.322 0.179
8         21         0.0 0.00     3 0.299 0.165
9          6         0.0 0.00     1 0.284 0.000
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 59.85 (142)"
         Lineup (64) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700  11.50     29.483333     1.898903
2        Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3  Willson Contreras  CHC     C   3900   3.00      7.428571     9.460154
4       Trey Mancini  BAL 1B/OF   3200   5.00     10.200000    13.628402
5        Javier Baez  CHC    2B   3900   0.00      5.714286     6.182215
6     Mike Moustakas   KC    3B   3100   3.00      9.187500     6.685494
7    Addison Russell  CHC    SS   3900   6.00      9.333333     8.731283
8         Mike Trout  LAA    OF   5600  26.00     10.857143     4.714719
9      Jason Heyward  CHC    OF   3700   3.00      8.411765     7.071588
10     Albert Almora  CHC    OF   3500  18.00      6.750000     6.041523
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         10         0.0 0.00     7 0.391 0.410
5         14         0.0 0.00     8 0.273 0.143
6         16         0.0 0.00     2 0.377 0.316
7         18         0.0 0.00     5 0.331 0.167
8         21         0.0 0.00     3 0.448 0.337
9         17         0.0 0.00     7 0.343 0.149
10         8         0.0 0.00     9 0.332 0.162

[1] "Total fpts: 59.35 (143)"
         Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  12700 11.50     29.483333     1.898903
2        Blake Snell   TB     P   7200  7.85     10.050000     1.934554
3  Willson Contreras  CHC     C   3900  3.00      7.428571     9.460154
4      Anthony Rizzo  CHC    1B   5300  5.00     10.526316     8.241955
5        Ben Zobrist  CHC 2B/OF   4400 12.00      8.000000     6.806859
6     Mike Moustakas   KC    3B   3100  3.00      9.187500     6.685494
7    Addison Russell  CHC    SS   3900  6.00      9.333333     8.731283
8      Jason Heyward  CHC    OF   3700  3.00      8.411765     7.071588
9       Josh Reddick  HOU    OF   3500  8.00      7.250000     8.706320
10       Jaff Decker  OAK    OF   2100  0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         5.3 1.41    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.170
4         19         0.0 0.00     3 0.400 0.241
5         13         0.0 0.00     4 0.299 0.131
6         16         0.0 0.00     2 0.377 0.316
7         18         0.0 0.00     5 0.331 0.167
8         17         0.0 0.00     7 0.343 0.149
9         16         0.0 0.00     2 0.330 0.139
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 57.9 (144)"
         Lineup (12) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.5     29.483333     1.898903
2    Carlos Carrasco  CLE   P  10200 22.4     24.783333    10.099546
3   Martin Maldonado  LAA   C   2800  3.0      4.250000     3.587014
4            CJ Cron  LAA  1B   4200  3.0      4.500000     3.919647
5     Danny Espinosa  LAA  2B   3500  2.0      6.842105     6.922292
6     Mike Moustakas   KC  3B   3100  3.0      9.187500     6.685494
7  Andrelton Simmons  LAA  SS   3600  3.0      6.750000     6.406206
8     Cameron Maybin  LAA  OF   4100  2.0      7.200000     4.945416
9       Josh Reddick  HOU  OF   3500  8.0      7.250000     8.706320
10       Jaff Decker  OAK  OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         6.8 0.80    NA 0.000 0.000
3         16         0.0 0.00     9 0.287 0.039
4         12         0.0 0.00     5 0.247 0.036
5         19         0.0 0.00     8 0.268 0.156
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     6 0.351 0.133
8         15         0.0 0.00     7 0.291 0.082
9         16         0.0 0.00     2 0.330 0.139
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: 57.55 (145)"
         Lineup (43) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  12700 11.50      29.48333     1.898903
2    Jameson Taillon  PIT   P   7400 17.05      17.45000     8.501078
3     Chris Iannetta  ARI   C   2700  3.00       6.75000     6.158618
4   Paul Goldschmidt  ARI  1B   5100  7.00      11.65217     8.105042
5      Brandon Drury  ARI  2B   3600  3.00       6.30000     5.885754
6     Mike Moustakas   KC  3B   3100  3.00       9.18750     6.685494
7  Andrelton Simmons  LAA  SS   3600  3.00       6.75000     6.406206
8       Kole Calhoun  LAA  OF   4000 10.00       5.55000     5.246302
9      Yasmany Tomas  ARI  OF   4000  0.00      10.21053     9.366482
10     David Peralta  ARI  OF   3800  0.00       9.65000     9.410381
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3          8         0.0 0.00     7 0.340 0.206
4         23         0.0 0.00     3 0.443 0.235
5         20         0.0 0.00     5 0.344 0.085
6         16         0.0 0.00     2 0.377 0.316
7         20         0.0 0.00     6 0.351 0.133
8         20         0.0 0.00     2 0.283 0.068
9         19         0.0 0.00     4 0.395 0.308
10        20         0.0 0.00     6 0.405 0.207

[1] "Total fpts: 47.85 (146)"
        Lineup (82) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  12700  11.50     29.483333     1.898903
2       Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3         Yan Gomes  CLE     C   3200   0.00      5.272727     4.337993
4    Carlos Santana  CLE 1B/OF   4600   0.00      8.111111     7.910446
5    Tyler Saladino  CWS    2B   3200  10.00      5.666667     5.348463
6    Mike Moustakas   KC    3B   3100   3.00      9.187500     6.685494
7  Francisco Lindor  CLE    SS   4600  10.00     10.833333    10.199481
8        Mike Trout  LAA    OF   5600  26.00     10.857143     4.714719
9   Abraham Almonte  CLE    OF   3500   3.00      5.900000     4.067486
10   Austin Jackson  CLE    OF   3200   0.00      6.333333     4.500000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3         11         0.0 0.00     9 0.265 0.111
4         18         0.0 0.00     1 0.327 0.149
5         12         0.0 0.00     1 0.283 0.073
6         16         0.0 0.00     2 0.377 0.316
7         18         0.0 0.00     2 0.403 0.313
8         21         0.0 0.00     3 0.448 0.337
9         10         0.0 0.00     8 0.350 0.128
10         9         0.0 0.00     7 0.403 0.259

[1] "Total fpts: 44.85 (147)"
       Lineup (79) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  12700  11.50     29.483333     1.898903
2      Adam Conley  MIA     P   6300 -15.65     15.816667     7.514042
3   Chris Iannetta  ARI     C   2700   3.00      6.750000     6.158618
4    Anthony Rizzo  CHC    1B   5300   5.00     10.526316     8.241955
5      Ben Zobrist  CHC 2B/OF   4400  12.00      8.000000     6.806859
6      Kris Bryant  CHC    3B   5200  16.00     10.052632     8.592462
7  Addison Russell  CHC    SS   3900   6.00      9.333333     8.731283
8   Kyle Schwarber  CHC    OF   4700   3.00      7.055556     5.620050
9       Matt Joyce  OAK    OF   2500   4.00      4.866667     6.885457
10     Jaff Decker  OAK    OF   2100   0.00      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          3         4.5 1.11    NA 0.000 0.000
3          8         0.0 0.00     7 0.340 0.206
4         19         0.0 0.00     3 0.400 0.241
5         13         0.0 0.00     4 0.299 0.131
6         19         0.0 0.00     2 0.369 0.165
7         18         0.0 0.00     5 0.331 0.167
8         18         0.0 0.00     1 0.331 0.163
9         15         0.0 0.00     2 0.233 0.136
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: NA (148)"
      Lineup (33) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH    P  12700 11.5     29.483333     1.898903
2      Robbie Ray  ARI    P   8200 22.2     20.862500     8.943468
3   Austin Romine  NYY    C   2800  5.0      5.916667     5.884623
4       Greg Bird <NA> <NA>     NA   NA           NaN           NA
5  Starlin Castro  NYY   2B   3500 24.0      8.650000     6.466716
6  Mike Moustakas   KC   3B   3100  3.0      9.187500     6.685494
7  Didi Gregorius  NYY   SS   3500 10.0           NaN           NA
8      Mike Trout  LAA   OF   5600 26.0     10.857143     4.714719
9     Aaron Judge  NYY   OF   4300 32.0     10.555556     9.506792
10    Jaff Decker  OAK   OF   2100  0.0      3.666667     2.738613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         12         0.0 0.00     9 0.314 0.114
4          0          NA   NA    NA    NA    NA
5         20         0.0 0.00     5 0.399 0.192
6         16         0.0 0.00     2 0.377 0.316
7          0         0.0 0.00     6 0.000 0.000
8         21         0.0 0.00     3 0.448 0.337
9         18         0.0 0.00     7 0.409 0.373
10         9         0.0 0.00     1 0.306 0.091

[1] "Total fpts: NA (149)"
     Lineup (106) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH    P  12700 11.5     29.483333     1.898903
2      Robbie Ray  ARI    P   8200 22.2     20.862500     8.943468
3   Austin Romine  NYY    C   2800  5.0      5.916667     5.884623
4       Greg Bird <NA> <NA>     NA   NA           NaN           NA
5  Tyler Saladino  CWS   2B   3200 10.0      5.666667     5.348463
6   Chase Headley  NYY   3B   3900 13.0      9.631579     6.525255
7    Tim Anderson  CWS   SS   3400 23.0      6.312500     6.107031
8     Aaron Judge  NYY   OF   4300 32.0     10.555556     9.506792
9   Brett Gardner  NYY   OF   4000  3.0      7.200000     6.940564
10   Josh Reddick  HOU   OF   3500  8.0      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         5.9 1.39    NA 0.000 0.000
3         12         0.0 0.00     9 0.314 0.114
4          0          NA   NA    NA    NA    NA
5         12         0.0 0.00     1 0.283 0.073
6         19         0.0 0.00     2 0.417 0.214
7         16         0.0 0.00     2 0.242 0.063
8         18         0.0 0.00     7 0.409 0.373
9         15         0.0 0.00     1 0.275 0.051
10        16         0.0 0.00     2 0.330 0.139

[1] "Total fpts: NA (150)"
      Lineup (146) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH    P  12700 11.50     29.483333     1.898903
2  Jameson Taillon  PIT    P   7400 17.05     17.450000     8.501078
3   Salvador Perez   KC    C   3300 21.00      6.176471     6.237340
4        Greg Bird <NA> <NA>     NA    NA           NaN           NA
5   Starlin Castro  NYY   2B   3500 24.00      8.650000     6.466716
6    Yunel Escobar  LAA   3B   3700 14.00      5.900000     6.827961
7   Didi Gregorius  NYY   SS   3500 10.00           NaN           NA
8      Aaron Judge  NYY   OF   4300 32.00     10.555556     9.506792
9  Jacoby Ellsbury  NYY   OF   3800 24.00      8.000000     6.403124
10    Josh Reddick  HOU   OF   3500  8.00      7.250000     8.706320
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         6.9 0.83    NA 0.000 0.000
2          4         6.3 1.22    NA 0.000 0.000
3         17         0.0 0.00     5 0.299 0.219
4          0          NA   NA    NA    NA    NA
5         20         0.0 0.00     5 0.399 0.192
6         20         0.0 0.00     1 0.273 0.075
7          0         0.0 0.00     6 0.000 0.000
8         18         0.0 0.00     7 0.409 0.373
9         19         0.0 0.00     4 0.348 0.110
10        16         0.0 0.00     2 0.330 0.139



***********************************************************************************************
Contest 11: 2017-04-30 $50.00entry_MLB$275KSundayNiftyFifty
***********************************************************************************************
[1] "PnL: -5475"

[1] "Total fpts: 167.95 (1)"
         Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.90     17.800000    6.3751471
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3      Roberto Perez  CLE     C   2800 19.00      1.714286    1.8898224
4     Carlos Santana  CLE 1B/OF   4900  9.00      7.500000    7.7425686
5        Jedd Gyorko  STL 2B/3B   3700  8.00     10.307692    8.3604686
6        Miguel Sano  MIN    3B   4300 28.00     10.555556    9.1473058
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000    9.7682353
8   Michael Brantley  CLE    OF   5000 21.00     10.666667    7.4033454
9    Abraham Almonte  CLE    OF   3600 22.00      5.666667    3.7739137
10   Kevin Kiermaier   TB    OF   3300  0.00      5.818182    7.1022221
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         13         0.0 0.00     4 0.462 0.346
6         18         0.0 0.00     3 0.454 0.351
7         20         0.0 0.00     2 0.407 0.303
8         15         0.0 0.00     3 0.376 0.216
9         12         0.0 0.00     8 0.359 0.113
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 166.05 (2)"
         Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
2       Tom Koehler  MIA     P   6200  4.80      9.866667     9.420368
3     Roberto Perez  CLE     C   2800 19.00      1.714286     1.889822
4    Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5   Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6        Jose Reyes  NYM    3B   3600 10.00      5.800000     6.786984
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8       Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9  Michael Brantley  CLE    OF   5000 21.00     10.666667     7.403345
10  Abraham Almonte  CLE    OF   3600 22.00      5.666667     3.773914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         23         0.0 0.00     1 0.275 0.126
6         20         0.0 0.00     2 0.252 0.111
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9         15         0.0 0.00     3 0.376 0.216
10        12         0.0 0.00     8 0.359 0.113

[1] "Total fpts: 164.45 (3)"
       Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2          Joe Ross  WSH   P   7400  4.20           NaN           NA
3      Brian McCann  HOU   C   3600 14.00      8.200000     5.966574
4        Joey Votto  CIN  1B   4800  8.00     10.227273     8.422938
5       Jose Peraza  CIN  2B   3700  8.00      6.368421     6.775860
6    Eugenio Suarez  CIN  3B   3500  9.00     10.150000     9.201115
7  Francisco Lindor  CLE  SS   4800 25.00     10.450000     9.768235
8       Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9       Adam Duvall  CIN  OF   4200 24.00      8.500000     9.383636
10   Scott Schebler  CIN  OF   3600 17.00      8.600000     9.332456
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         22         0.0 0.00     3 0.381 0.341
5         19         0.0 0.00     7 0.239 0.034
6         20         0.0 0.00     5 0.442 0.295
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     4 0.317 0.286
10        20         0.0 0.00     6 0.363 0.351

[1] "Total fpts: 154.15 (4)"
         Lineup (7) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3    Salvador Perez   KC     C   3300 19.00      7.000000     6.987384
4       Eric Hosmer   KC    1B   3800  5.00      4.950000     4.211201
5   Whit Merrifield   KC 2B/OF   3400 14.00      6.375000     7.288690
6    Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8    Ender Inciarte  ATL    OF   4500 15.00      8.809524     8.908530
9      Lorenzo Cain   KC    OF   4000 14.00      7.210526     4.894202
10  Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         20         0.0 0.00     4 0.263 0.071
5          8         0.0 0.00     1 0.321 0.167
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     2 0.407 0.303
8         21         0.0 0.00     1 0.290 0.177
9         19         0.0 0.00     3 0.342 0.053
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 152.15 (5)"
        Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3        Jett Bandy  MIL   C   2800  0.00     10.583333     7.115391
4         Joe Mauer  MIN  1B   3700  2.00      5.333333     2.554175
5      Brian Dozier  MIN  2B   4800 10.00      7.882353     5.048296
6       Miguel Sano  MIN  3B   4300 28.00     10.555556     9.147306
7  Francisco Lindor  CLE  SS   4800 25.00     10.450000     9.768235
8        Max Kepler  MIN  OF   4000 16.00      7.625000     7.022583
9      Byron Buxton  MIN  OF   3500 14.00      4.266667     4.727830
10   Shane Peterson   TB  OF   2100  2.00      5.750000     2.659216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         15         0.0 0.00     4 0.256 0.053
5         17         0.0 0.00     1 0.299 0.116
6         18         0.0 0.00     3 0.454 0.351
7         20         0.0 0.00     2 0.407 0.303
8         16         0.0 0.00     2 0.357 0.194
9         15         0.0 0.00     9 0.207 0.031
10         8         0.0 0.00     8 0.330 0.143

[1] "Total fpts: 151.15 (6)"
          Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2     Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Roberto Perez  CLE     C   2800 19.00      1.714286     1.889822
4     Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5        Brad Miller   TB    2B   3500  6.00      7.400000     7.570024
6     Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8  Lonnie Chisenhall  CLE    OF   3600  7.00      7.875000     7.790791
9    Abraham Almonte  CLE    OF   3600 22.00      5.666667     3.773914
10  Michael Conforto  NYM    OF   3600  5.00     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         20         0.0 0.00     4 0.326 0.143
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     2 0.407 0.303
8          8         0.0 0.00     7 0.357 0.225
9         12         0.0 0.00     8 0.359 0.113
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 149.95 (7)"
         Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.90     17.800000    6.3751471
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3       Josh Phegley  OAK     C   2900  7.00      4.000000    4.6904158
4        Justin Bour  MIA    1B   3300 35.00      5.421053    5.9750945
5       Jose Ramirez  CLE 2B/3B   4500  7.00     10.388889   10.6668199
6       Martin Prado  MIA    3B   3500  5.00      7.111111    4.9356976
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000    9.7682353
8  Giancarlo Stanton  MIA    OF   4800  8.00      9.600000   10.0231311
9   Christian Yelich  MIA    OF   4500 10.00      9.190476    8.0350423
10     Marcell Ozuna  MIA    OF   3700 17.00      8.952381   10.2930860
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         19         0.0 0.00     6 0.267 0.145
5         18         0.0 0.00     5 0.418 0.276
6          9         0.0 0.00     2 0.348 0.200
7         20         0.0 0.00     2 0.407 0.303
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 147.05 (8)"
        Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
2       Tom Koehler  MIA     P   6200  4.80      9.866667     9.420368
3     Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4    Matt Carpenter  STL    1B   4500 20.00      6.000000     5.099020
5       Jedd Gyorko  STL 2B/3B   3700  8.00     10.307692     8.360469
6       Miguel Sano  MIN    3B   4300 28.00     10.555556     9.147306
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8       Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9  Stephen Piscotty  STL    OF   4400  4.00      7.722222     7.250197
10   Randal Grichuk  STL    OF   4000  2.00      6.684211     6.368784
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         18         0.0 0.00     3 0.454 0.351
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9         18         0.0 0.00     5 0.341 0.152
10        19         0.0 0.00     7 0.288 0.154

[1] "Total fpts: 146.75 (9)"
       Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Aaron Sanchez  TOR     P   8000  3.65           NaN           NA
2        Mike Leake  STL     P   7900 16.10     22.775000     7.105690
3     Roberto Perez  CLE     C   2800 19.00      1.714286     1.889822
4    Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5      Brian Dozier  MIN    2B   4800 10.00      7.882353     5.048296
6      Todd Frazier  CWS    3B   4400 16.00      7.307692     7.641822
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8  Michael Brantley  CLE    OF   5000 21.00     10.666667     7.403345
9   Abraham Almonte  CLE    OF   3600 22.00      5.666667     3.773914
10 Michael Conforto  NYM    OF   3600  5.00     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          4         6.8 0.88    NA 0.000 0.000
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         17         0.0 0.00     1 0.299 0.116
6         13         0.0 0.00     5 0.282 0.193
7         20         0.0 0.00     2 0.407 0.303
8         15         0.0 0.00     3 0.376 0.216
9         12         0.0 0.00     8 0.359 0.113
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 146.15 (10)"
        Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3   Tucker Barnhart  CIN   C   2700 10.00      4.411765     4.472958
4   Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5       Jose Peraza  CIN  2B   3700  8.00      6.368421     6.775860
6    Eugenio Suarez  CIN  3B   3500  9.00     10.150000     9.201115
7      Tim Anderson  CWS  SS   3500  2.00      6.888889     7.161079
8       Adam Duvall  CIN  OF   4200 24.00      8.500000     9.383636
9    Scott Schebler  CIN  OF   3600 17.00      8.600000     9.332456
10 Michael Conforto  NYM  OF   3600  5.00     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     8 0.264 0.050
4         21         0.0 0.00     3 0.521 0.395
5         19         0.0 0.00     7 0.239 0.034
6         20         0.0 0.00     5 0.442 0.295
7         18         0.0 0.00     2 0.251 0.100
8         20         0.0 0.00     4 0.317 0.286
9         20         0.0 0.00     6 0.363 0.351
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 145.3 (11)"
         Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P   9400 34.25     25.450000    3.7398752
2  Jordan Montgomery  NYY   P   6900 15.05     14.633333    0.9237604
3      Yadier Molina  STL   C   3400  0.00      5.411765    4.2874646
4    Freddie Freeman  ATL  1B   5300 16.00     13.380952   11.4476032
5       Brian Dozier  MIN  2B   4800 10.00      7.882353    5.0482962
6        Miguel Sano  MIN  3B   4300 28.00     10.555556    9.1473058
7        Jean Segura  SEA  SS   4900  7.00     10.083333    8.8158775
8         Max Kepler  MIN  OF   4000 16.00      7.625000    7.0225826
9      Eddie Rosario  MIN  OF   3500  5.00      5.882353    4.6888478
10      Byron Buxton  MIN  OF   3500 14.00      4.266667    4.7278305
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     3 0.521 0.395
5         17         0.0 0.00     1 0.299 0.116
6         18         0.0 0.00     3 0.454 0.351
7         12         0.0 0.00     1 0.347 0.143
8         16         0.0 0.00     2 0.357 0.194
9         17         0.0 0.00     8 0.283 0.104
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 145.15 (12)"
         Lineup (14) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2     Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3           AJ Ellis  MIA   C   2600  7.00      3.500000     3.872983
4        Justin Bour  MIA  1B   3300 35.00      5.421053     5.975095
5        Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6     Mike Moustakas   KC  3B   3100  3.00      8.823529     6.644879
7       Aledmys Diaz  STL  SS   4400  4.00      6.529412    10.006983
8  Giancarlo Stanton  MIA  OF   4800  8.00      9.600000    10.023131
9   Christian Yelich  MIA  OF   4500 10.00      9.190476     8.035042
10     Marcell Ozuna  MIA  OF   3700 17.00      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          4         0.0 0.00     7 0.154 0.000
4         19         0.0 0.00     6 0.267 0.145
5         20         0.0 0.00     4 0.326 0.143
6         17         0.0 0.00     2 0.370 0.300
7         17         0.0 0.00     2 0.273 0.182
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 145.15 (13)"
          Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2      Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3  Welington Castillo  BAL     C   3700 11.00      6.625000     5.829523
4        Trey Mancini  BAL 1B/OF   3300  4.00      9.727273    13.023755
5     Jonathan Schoop  BAL    2B   3700  7.00      7.863636     5.994406
6      Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7            JJ Hardy  BAL    SS   3100  4.00      4.000000     5.553567
8         Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9    Michael Brantley  CLE    OF   5000 21.00     10.666667     7.403345
10       Craig Gentry  BAL    OF   3200 19.00      5.571429     7.849780
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         11         0.0 0.00     6 0.367 0.378
5         22         0.0 0.00     7 0.367 0.253
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     9 0.214 0.081
8         23         0.0 0.00     4 0.409 0.279
9         15         0.0 0.00     3 0.376 0.216
10         7         0.0 0.00     8 0.274 0.148

[1] "Total fpts: 142.05 (14)"
          Lineup (31) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2         Tom Koehler  MIA   P   6200  4.80      9.866667     9.420368
3  Welington Castillo  BAL   C   3700 11.00      6.625000     5.829523
4     Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5         Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6       Manny Machado  BAL  3B   5000 10.00      7.636364     7.543811
7    Francisco Lindor  CLE  SS   4800 25.00     10.450000     9.768235
8         Mark Trumbo  BAL  OF   4500 11.00      5.863636     7.440529
9          Adam Jones  BAL  OF   4400 11.00      8.227273     6.465526
10       Joey Rickard  BAL  OF   3000 13.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         21         0.0 0.00     3 0.521 0.395
5         20         0.0 0.00     4 0.326 0.143
6         22         0.0 0.00     3 0.337 0.207
7         20         0.0 0.00     2 0.407 0.303
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.366 0.182
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: 139.15 (15)"
     Lineup (114) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB    P  10500 20.90     17.800000     6.375147
2  Dallas Keuchel  HOU    P   9400 34.25     25.450000     3.739875
3    Brian McCann  HOU    C   3600 14.00      8.200000     5.966574
4      John Hicks  DET 1B/C   2700 12.00      5.666667     2.309401
5     Ian Kinsler  DET   2B   4400  0.00      7.117647     7.423631
6     Kyle Seager  SEA   3B   4900  5.00      6.400000     5.354781
7   Jose Iglesias  DET   SS   2600 14.00      7.384615     7.621663
8     Nelson Cruz  SEA   OF   5000 21.00     10.130435     8.187043
9   Tyler Collins  DET   OF   2700  5.00      6.750000     7.008112
10     Jim Adduci  DET   OF   2500 13.00      8.666667     9.018500
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4          3         0.0 0.00     8 0.473 0.273
5         17         0.0 0.00     1 0.329 0.159
6         20         0.0 0.00     5 0.337 0.141
7         13         0.0 0.00     9 0.254 0.143
8         23         0.0 0.00     4 0.409 0.279
9         12         0.0 0.00     2 0.325 0.098
10         3         0.0 0.00     7 0.464 0.235

[1] "Total fpts: 137.65 (16)"
         Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2     Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3           AJ Ellis  MIA     C   2600  7.00      3.500000     3.872983
4        Justin Bour  MIA    1B   3300 35.00      5.421053     5.975095
5       Jose Ramirez  CLE 2B/3B   4500  7.00     10.388889    10.666820
6       Miguel Rojas  MIA 3B/SS   2300  7.00      6.000000     6.018490
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8  Giancarlo Stanton  MIA    OF   4800  8.00      9.600000    10.023131
9      Marcell Ozuna  MIA    OF   3700 17.00      8.952381    10.293086
10   Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          4         0.0 0.00     7 0.154 0.000
4         19         0.0 0.00     6 0.267 0.145
5         18         0.0 0.00     5 0.418 0.276
6         10         0.0 0.00     8 0.302 0.047
7         20         0.0 0.00     2 0.407 0.303
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     5 0.360 0.238
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 137.65 (17)"
        Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Wade Miley  BAL     P   8200 11.45     24.575000     8.358479
2          Joe Ross  WSH     P   7400  4.20           NaN           NA
3     Roberto Perez  CLE     C   2800 19.00      1.714286     1.889822
4    Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5       Brad Miller   TB    2B   3500  6.00      7.400000     7.570024
6       Kyle Seager  SEA    3B   4900  5.00      6.400000     5.354781
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8  Michael Brantley  CLE    OF   5000 21.00     10.666667     7.403345
9    Ender Inciarte  ATL    OF   4500 15.00      8.809524     8.908530
10  Abraham Almonte  CLE    OF   3600 22.00      5.666667     3.773914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.00    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         20         0.0 0.00     4 0.326 0.143
6         20         0.0 0.00     5 0.337 0.141
7         20         0.0 0.00     2 0.407 0.303
8         15         0.0 0.00     3 0.376 0.216
9         21         0.0 0.00     1 0.290 0.177
10        12         0.0 0.00     8 0.359 0.113

[1] "Total fpts: 136.15 (18)"
        Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3     Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4     Matt Holliday  NYY 1B/OF   4000 19.00      8.235294     9.229907
5    Starlin Castro  NYY    2B   3600 11.00      9.181818     7.028082
6     Chase Headley  NYY    3B   3700  7.00      9.333333     6.590397
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8       Aaron Judge  NYY    OF   3800 11.00     12.800000    11.344370
9  Michael Conforto  NYM    OF   3600  5.00     12.166667    11.676187
10      Aaron Hicks  NYY    OF   3100  3.00     12.555556     9.567015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         17         0.0 0.00     3 0.370 0.197
5         22         0.0 0.00     4 0.411 0.207
6         21         0.0 0.00     6 0.401 0.205
7         20         0.0 0.00     2 0.407 0.303
8         20         0.0 0.00     5 0.471 0.466
9         12         0.0 0.00     1 0.455 0.373
10         9         0.0 0.00     2 0.463 0.359

[1] "Total fpts: 136.15 (19)"
      Lineup (106) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3   Salvador Perez   KC     C   3300 19.00      7.000000     6.987384
4      Eric Hosmer   KC    1B   3800  5.00      4.950000     4.211201
5     Jose Ramirez  CLE 2B/3B   4500  7.00     10.388889    10.666820
6      Miguel Sano  MIN    3B   4300 28.00     10.555556     9.147306
7     Tim Anderson  CWS    SS   3500  2.00      6.888889     7.161079
8     Lorenzo Cain   KC    OF   4000 14.00      7.210526     4.894202
9      Alex Gordon   KC    OF   3600  3.00      4.550000     3.648720
10 Jorge Bonifacio   KC    OF   3000  3.00      7.000000     6.284903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         20         0.0 0.00     4 0.263 0.071
5         18         0.0 0.00     5 0.418 0.276
6         18         0.0 0.00     3 0.454 0.351
7         18         0.0 0.00     2 0.251 0.100
8         19         0.0 0.00     3 0.342 0.053
9         20         0.0 0.00     6 0.235 0.036
10         5         0.0 0.00     7 0.359 0.150

[1] "Total fpts: 135.05 (20)"
         Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2        Tom Koehler  MIA   P   6200  4.80      9.866667     9.420368
3      Yadier Molina  STL   C   3400  0.00      5.411765     4.287465
4    Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5         Dee Gordon  MIA  2B   4400 15.00      7.421053     5.135019
6       Martin Prado  MIA  3B   3500  5.00      7.111111     4.935698
7   Francisco Lindor  CLE  SS   4800 25.00     10.450000     9.768235
8  Giancarlo Stanton  MIA  OF   4800  8.00      9.600000    10.023131
9   Christian Yelich  MIA  OF   4500 10.00      9.190476     8.035042
10     Marcell Ozuna  MIA  OF   3700 17.00      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     3 0.521 0.395
5         19         0.0 0.00     1 0.279 0.075
6          9         0.0 0.00     2 0.348 0.200
7         20         0.0 0.00     2 0.407 0.303
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 134.95 (21)"
        Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10500 20.90     17.800000    6.3751471
2  Jordan Montgomery  NYY   P   6900 15.05     14.633333    0.9237604
3       Brian McCann  HOU   C   3600 14.00      8.200000    5.9665736
4         Jose Abreu  CWS  1B   4200 13.00      6.944444    8.3979845
5     Tyler Saladino  CWS  2B   3300  0.00      6.214286    5.1167684
6       Todd Frazier  CWS  3B   4400 16.00      7.307692    7.6418215
7   Francisco Lindor  CLE  SS   4800 25.00     10.450000    9.7682353
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435    8.1870427
9      Melky Cabrera  CWS  OF   3900 10.00      5.875000    4.3646306
10    Avisail Garcia  CWS  OF   3200  0.00     10.947368    9.1072235
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         18         0.0 0.00     4 0.332 0.141
5         14         0.0 0.00     1 0.305 0.079
6         13         0.0 0.00     5 0.282 0.193
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9         16         0.0 0.00     3 0.292 0.096
10        19         0.0 0.00     6 0.448 0.259

[1] "Total fpts: 134.45 (22)"
         Lineup (47) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2           Joe Ross  WSH   P   7400  4.20           NaN           NA
3       Brian McCann  HOU   C   3600 14.00      8.200000     5.966574
4        Justin Bour  MIA  1B   3300 35.00      5.421053     5.975095
5    Jonathan Villar  MIL  2B   4700  0.00      8.347826     8.149784
6       Martin Prado  MIA  3B   3500  5.00      7.111111     4.935698
7        Jean Segura  SEA  SS   4900  7.00     10.083333     8.815878
8  Giancarlo Stanton  MIA  OF   4800  8.00      9.600000    10.023131
9   Christian Yelich  MIA  OF   4500 10.00      9.190476     8.035042
10     Marcell Ozuna  MIA  OF   3700 17.00      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         19         0.0 0.00     6 0.267 0.145
5         23         0.0 0.00     1 0.275 0.126
6          9         0.0 0.00     2 0.348 0.200
7         12         0.0 0.00     1 0.347 0.143
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 134.15 (23)"
        Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Brian McCann  HOU     C   3600 14.00      8.200000     5.966574
4   Freddie Freeman  ATL    1B   5300 16.00     13.380952    11.447603
5   Whit Merrifield   KC 2B/OF   3400 14.00      6.375000     7.288690
6    Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7   Alcides Escobar   KC    SS   3200  5.00      3.000000     3.418217
8      Lorenzo Cain   KC    OF   4000 14.00      7.210526     4.894202
9  Michael Conforto  NYM    OF   3600  5.00     12.166667    11.676187
10     Brandon Moss   KC    OF   3500  8.00      6.066667     6.181385
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         21         0.0 0.00     3 0.521 0.395
5          8         0.0 0.00     1 0.321 0.167
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     9 0.186 0.051
8         19         0.0 0.00     3 0.342 0.053
9         12         0.0 0.00     1 0.455 0.373
10        15         0.0 0.00     8 0.257 0.214

[1] "Total fpts: 132.65 (24)"
          Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
2          Matt Garza  MIL     P   5000 23.40           NaN           NA
3  Welington Castillo  BAL     C   3700 11.00      6.625000     5.829523
4        Trey Mancini  BAL 1B/OF   3300  4.00      9.727273    13.023755
5     Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6       Manny Machado  BAL    3B   5000 10.00      7.636364     7.543811
7         Jean Segura  SEA    SS   4900  7.00     10.083333     8.815878
8         Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9         Mark Trumbo  BAL    OF   4500 11.00      5.863636     7.440529
10         Adam Jones  BAL    OF   4400 11.00      8.227273     6.465526
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          0         4.0 1.75    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         11         0.0 0.00     6 0.367 0.378
5         23         0.0 0.00     1 0.275 0.126
6         22         0.0 0.00     3 0.337 0.207
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         22         0.0 0.00     4 0.244 0.101
10        22         0.0 0.00     2 0.366 0.182

[1] "Total fpts: 130.15 (25)"
        Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Geovany Soto  CWS   C   2500  4.00      4.333333     5.391351
4        Cody Asche  CWS  1B   2600  3.00      2.333333     2.958040
5   Jonathan Villar  MIL  2B   4700  0.00      8.347826     8.149784
6      Todd Frazier  CWS  3B   4400 16.00      7.307692     7.641822
7  Francisco Lindor  CLE  SS   4800 25.00     10.450000     9.768235
8       Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9    Avisail Garcia  CWS  OF   3200  0.00     10.947368     9.107224
10     Leury Garcia  CWS  OF   2700  6.00      6.933333     6.295879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4          9         0.0 0.00     7 0.116 0.000
5         23         0.0 0.00     1 0.275 0.126
6         13         0.0 0.00     5 0.282 0.193
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9         19         0.0 0.00     6 0.448 0.259
10        15         0.0 0.00     9 0.345 0.204

[1] "Total fpts: 126.55 (26)"
         Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2      Aaron Sanchez  TOR     P   8000  3.65           NaN           NA
3           AJ Ellis  MIA     C   2600  7.00      3.500000     3.872983
4        Justin Bour  MIA    1B   3300 35.00      5.421053     5.975095
5    Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6       Miguel Rojas  MIA 3B/SS   2300  7.00      6.000000     6.018490
7        Jean Segura  SEA    SS   4900  7.00     10.083333     8.815878
8        Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9  Giancarlo Stanton  MIA    OF   4800  8.00      9.600000    10.023131
10     Marcell Ozuna  MIA    OF   3700 17.00      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0         6.2 1.22    NA 0.000 0.000
3          4         0.0 0.00     7 0.154 0.000
4         19         0.0 0.00     6 0.267 0.145
5         23         0.0 0.00     1 0.275 0.126
6         10         0.0 0.00     8 0.302 0.047
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     4 0.378 0.274
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 126.15 (27)"
        Lineup (137) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL     P   7900 16.10     22.775000    7.1056902
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3         Jett Bandy  MIL     C   2800  0.00     10.583333    7.1153909
4        Eric Thames  MIL    1B   5100  3.00     14.285714    9.8648003
5      Robinson Cano  SEA    2B   5200  7.00      8.083333    7.5809640
6        Miguel Sano  MIN    3B   4300 28.00     10.555556    9.1473058
7       Hernan Perez  MIL OF/SS   3600  2.00     11.307692   13.0216782
8         Ryan Braun  MIL    OF   5100  2.00     11.181818    8.4156111
9        Nelson Cruz  SEA    OF   5000 21.00     10.130435    8.1870427
10   Domingo Santana  MIL    OF   4000 32.00      7.176471    5.7144039
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 0.88    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         21         0.0 0.00     2 0.530 0.488
5         24         0.0 0.00     3 0.327 0.182
6         18         0.0 0.00     3 0.454 0.351
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         23         0.0 0.00     4 0.409 0.279
10        17         0.0 0.00     5 0.296 0.191

[1] "Total fpts: 125.15 (28)"
         Lineup (2) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Brian McCann  HOU   C   3600 14.00      8.200000     5.966574
4      Rickie Weeks   TB  1B   2600  0.00      5.625000     5.780200
5       Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6     Evan Longoria   TB  3B   4100  0.00      7.260870     6.531166
7  Francisco Lindor  CLE  SS   4800 25.00     10.450000     9.768235
8       Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9   Kevin Kiermaier   TB  OF   3300  0.00      5.818182     7.102222
10  Corey Dickerson   TB  OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4          8         0.0 0.00     5 0.323 0.143
5         20         0.0 0.00     4 0.326 0.143
6         23         0.0 0.00     3 0.308 0.175
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9         22         0.0 0.00     2 0.278 0.083
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 123.15 (29)"
          Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2     Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4          Jay Bruce  NYM 1B/OF   3700 24.00      8.863636    10.352343
5        Neil Walker  NYM    2B   3700  0.00      5.954545     6.305533
6         Jose Reyes  NYM    3B   3600 10.00      5.800000     6.786984
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8  Curtis Granderson  NYM    OF   4100  0.00      4.150000     5.815361
9   Michael Conforto  NYM    OF   3600  5.00     12.166667    11.676187
10   Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         22         0.0 0.00     3 0.378 0.259
5         22         0.0 0.00     4 0.273 0.121
6         20         0.0 0.00     2 0.252 0.111
7         20         0.0 0.00     2 0.407 0.303
8         20         0.0 0.00     5 0.182 0.096
9         12         0.0 0.00     1 0.455 0.373
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 123.15 (30)"
      Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3    Chris Stewart  PIT     C   2200  5.00      4.750000     4.645787
4        Josh Bell  PIT    1B   3100 26.00      6.222222     5.866711
5      Jose Altuve  HOU    2B   5300  6.00     10.250000     8.638195
6     Miguel Rojas  MIA 3B/SS   2300  7.00      6.000000     6.018490
7    Carlos Correa  HOU    SS   5100 12.00      5.789474     4.516377
8  George Springer  HOU    OF   4900 10.00      9.166667     8.638151
9     Josh Reddick  HOU    OF   3800  2.00      7.055556     8.242446
10  Norichika Aoki  HOU    OF   3400  0.00      6.000000     6.535617
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          4         0.0 0.00     8 0.383 0.250
4         18         0.0 0.00     2 0.335 0.167
5         20         0.0 0.00     3 0.382 0.153
6         10         0.0 0.00     8 0.302 0.047
7         19         0.0 0.00     4 0.286 0.110
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        15         0.0 0.00     9 0.336 0.089

[1] "Total fpts: 122.15 (31)"
       Lineup (49) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.90    17.8000000     6.375147
2   Dallas Keuchel  HOU     P   9400 34.25    25.4500000     3.739875
3  Kyle Higashioka  NYY     C   2500  0.00     0.6666667     1.154701
4    Matt Holliday  NYY 1B/OF   4000 19.00     8.2352941     9.229907
5   Starlin Castro  NYY    2B   3600 11.00     9.1818182     7.028082
6   Mike Moustakas   KC    3B   3100  3.00     8.8235294     6.644879
7      Jean Segura  SEA    SS   4900  7.00    10.0833333     8.815878
8      Nelson Cruz  SEA    OF   5000 21.00    10.1304348     8.187043
9    Brett Gardner  NYY    OF   3700  3.00     8.4117647     8.951668
10     Aaron Hicks  NYY    OF   3100  3.00    12.5555556     9.567015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          3         0.0 0.00     9 0.060 0.000
4         17         0.0 0.00     3 0.370 0.197
5         22         0.0 0.00     4 0.411 0.207
6         17         0.0 0.00     2 0.370 0.300
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         17         0.0 0.00     1 0.305 0.132
10         9         0.0 0.00     2 0.463 0.359

[1] "Total fpts: 121.25 (32)"
        Lineup (144) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2  Jordan Zimmermann  DET     P   5800 13.85      6.550000     7.731106
3       Josh Phegley  OAK     C   2900  7.00      4.000000     4.690416
4     Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5       Brian Dozier  MIN    2B   4800 10.00      7.882353     5.048296
6        Miguel Sano  MIN    3B   4300 28.00     10.555556     9.147306
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8         Max Kepler  MIN    OF   4000 16.00      7.625000     7.022583
9      Eddie Rosario  MIN    OF   3500  5.00      5.882353     4.688848
10      Byron Buxton  MIN    OF   3500 14.00      4.266667     4.727830
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         5.7 1.59    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         20         0.0 0.00     1 0.310 0.138
5         17         0.0 0.00     1 0.299 0.116
6         18         0.0 0.00     3 0.454 0.351
7         20         0.0 0.00     2 0.407 0.303
8         16         0.0 0.00     2 0.357 0.194
9         17         0.0 0.00     8 0.283 0.104
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 121.15 (33)"
      Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2  Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Jett Bandy  MIL   C   2800  0.00     10.583333     7.115391
4     Eric Thames  MIL  1B   5100  3.00     14.285714     9.864800
5     Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6   Manny Machado  BAL  3B   5000 10.00      7.636364     7.543811
7        JJ Hardy  BAL  SS   3100  4.00      4.000000     5.553567
8      Adam Jones  BAL  OF   4400 11.00      8.227273     6.465526
9    Craig Gentry  BAL  OF   3200 19.00      5.571429     7.849780
10   Joey Rickard  BAL  OF   3000 13.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         21         0.0 0.00     2 0.530 0.488
5         20         0.0 0.00     4 0.326 0.143
6         22         0.0 0.00     3 0.337 0.207
7         20         0.0 0.00     9 0.214 0.081
8         22         0.0 0.00     2 0.366 0.182
9          7         0.0 0.00     8 0.274 0.148
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: 120.3 (34)"
         Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU     P   9400 34.25     25.450000    3.7398752
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3         Jett Bandy  MIL     C   2800  0.00     10.583333    7.1153909
4    Freddie Freeman  ATL    1B   5300 16.00     13.380952   11.4476032
5        Brad Miller   TB    2B   3500  6.00      7.400000    7.5700240
6        Kyle Seager  SEA    3B   4900  5.00      6.400000    5.3547814
7       Hernan Perez  MIL OF/SS   3600  2.00     11.307692   13.0216782
8         Ryan Braun  MIL    OF   5100  2.00     11.181818    8.4156111
9       Keon Broxton  MIL    OF   4100  8.00      6.411765    7.5915975
10   Domingo Santana  MIL    OF   4000 32.00      7.176471    5.7144039
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         21         0.0 0.00     3 0.521 0.395
5         20         0.0 0.00     4 0.326 0.143
6         20         0.0 0.00     5 0.337 0.141
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         17         0.0 0.00     7 0.270 0.139
10        17         0.0 0.00     5 0.296 0.191

[1] "Total fpts: 119.7 (35)"
     Lineup (88) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1   Chris Archer   TB   P  10500 20.9     17.800000     6.375147         5
2    Tom Koehler  MIA   P   6200  4.8      9.866667     9.420368         3
3   Brian McCann  HOU   C   3600 14.0      8.200000     5.966574        15
4    Eric Thames  MIL  1B   5100  3.0     14.285714     9.864800        21
5   Brian Dozier  MIN  2B   4800 10.0      7.882353     5.048296        17
6    Miguel Sano  MIN  3B   4300 28.0     10.555556     9.147306        18
7   Aledmys Diaz  STL  SS   4400  4.0      6.529412    10.006983        17
8     Max Kepler  MIN  OF   4000 16.0      7.625000     7.022583        16
9  Eddie Rosario  MIN  OF   3500  5.0      5.882353     4.688848        17
10  Byron Buxton  MIN  OF   3500 14.0      4.266667     4.727830        15
   Avg_Innings WHIP Order  wOBA   ISO
1          6.4 1.38    NA 0.000 0.000
2          5.3 1.38    NA 0.000 0.000
3          0.0 0.00     5 0.342 0.154
4          0.0 0.00     2 0.530 0.488
5          0.0 0.00     1 0.299 0.116
6          0.0 0.00     3 0.454 0.351
7          0.0 0.00     2 0.273 0.182
8          0.0 0.00     2 0.357 0.194
9          0.0 0.00     8 0.283 0.104
10         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 119.15 (36)"
        Lineup (15) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Jason Castro  MIN   C   2900  3.00      4.666667     5.466149
4   Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5      Brian Dozier  MIN  2B   4800 10.00      7.882353     5.048296
6    Mike Moustakas   KC  3B   3100  3.00      8.823529     6.644879
7     Jorge Polanco  MIN  SS   3400  8.00      6.705882     4.870379
8  Michael Conforto  NYM  OF   3600  5.00     12.166667    11.676187
9     Eddie Rosario  MIN  OF   3500  5.00      5.882353     4.688848
10     Byron Buxton  MIN  OF   3500 14.00      4.266667     4.727830
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         21         0.0 0.00     3 0.521 0.395
5         17         0.0 0.00     1 0.299 0.116
6         17         0.0 0.00     2 0.370 0.300
7         17         0.0 0.00     7 0.294 0.108
8         12         0.0 0.00     1 0.455 0.373
9         17         0.0 0.00     8 0.283 0.104
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 117.15 (37)"
       Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3     Geovany Soto  CWS   C   2500  4.00      4.333333     5.391351
4  Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5   Tyler Saladino  CWS  2B   3300  0.00      6.214286     5.116768
6   Mike Moustakas   KC  3B   3100  3.00      8.823529     6.644879
7     Tim Anderson  CWS  SS   3500  2.00      6.888889     7.161079
8      Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9    Melky Cabrera  CWS  OF   3900 10.00      5.875000     4.364631
10    Leury Garcia  CWS  OF   2700  6.00      6.933333     6.295879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4         21         0.0 0.00     3 0.521 0.395
5         14         0.0 0.00     1 0.305 0.079
6         17         0.0 0.00     2 0.370 0.300
7         18         0.0 0.00     2 0.251 0.100
8         23         0.0 0.00     4 0.409 0.279
9         16         0.0 0.00     3 0.292 0.096
10        15         0.0 0.00     9 0.345 0.204

[1] "Total fpts: 117.15 (38)"
        Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Jason Castro  MIN   C   2900  3.00      4.666667     5.466149
4        Joey Votto  CIN  1B   4800  8.00     10.227273     8.422938
5       Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6    Eugenio Suarez  CIN  3B   3500  9.00     10.150000     9.201115
7       Zack Cozart  CIN  SS   3400  0.00      9.315789     5.991222
8       Adam Duvall  CIN  OF   4200 24.00      8.500000     9.383636
9    Billy Hamilton  CIN  OF   4100  7.00      7.200000     6.254262
10 Michael Conforto  NYM  OF   3600  5.00     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         22         0.0 0.00     3 0.381 0.341
5         20         0.0 0.00     4 0.326 0.143
6         20         0.0 0.00     5 0.442 0.295
7         19         0.0 0.00     2 0.474 0.273
8         20         0.0 0.00     4 0.317 0.286
9         20         0.0 0.00     1 0.220 0.033
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 117.05 (39)"
        Lineup (39) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
2       Tom Koehler  MIA     P   6200  4.80      9.866667     9.420368
3       Evan Gattis  HOU     C   4200  7.00      8.428571     6.880455
4   Freddie Freeman  ATL    1B   5300 16.00     13.380952    11.447603
5   Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6   Marwin Gonzalez  HOU 3B/OF   3200 18.00      8.153846     6.841615
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8   George Springer  HOU    OF   4900 10.00      9.166667     8.638151
9      Josh Reddick  HOU    OF   3800  2.00      7.055556     8.242446
10   Norichika Aoki  HOU    OF   3400  0.00      6.000000     6.535617
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         14         0.0 0.00     7 0.402 0.192
4         21         0.0 0.00     3 0.521 0.395
5         23         0.0 0.00     1 0.275 0.126
6         13         0.0 0.00     8 0.329 0.260
7         20         0.0 0.00     2 0.407 0.303
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        15         0.0 0.00     9 0.336 0.089

[1] "Total fpts: 116.65 (40)"
         Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2      Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3  Welington Castillo  BAL     C   3700 11.00      6.625000     5.829523
4        Trey Mancini  BAL 1B/OF   3300  4.00      9.727273    13.023755
5     Jonathan Schoop  BAL    2B   3700  7.00      7.863636     5.994406
6        Miguel Rojas  MIA 3B/SS   2300  7.00      6.000000     6.018490
7    Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8         Mark Trumbo  BAL    OF   4500 11.00      5.863636     7.440529
9    Michael Conforto  NYM    OF   3600  5.00     12.166667    11.676187
10       Craig Gentry  BAL    OF   3200 19.00      5.571429     7.849780
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         11         0.0 0.00     6 0.367 0.378
5         22         0.0 0.00     7 0.367 0.253
6         10         0.0 0.00     8 0.302 0.047
7         20         0.0 0.00     2 0.407 0.303
8         22         0.0 0.00     4 0.244 0.101
9         12         0.0 0.00     1 0.455 0.373
10         7         0.0 0.00     8 0.274 0.148

[1] "Total fpts: 114.95 (41)"
        Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10500 20.90     17.800000    6.3751471
2  Jordan Montgomery  NYY   P   6900 15.05     14.633333    0.9237604
3      Yadier Molina  STL   C   3400  0.00      5.411765    4.2874646
4         Joey Votto  CIN  1B   4800  8.00     10.227273    8.4229382
5    Jonathan Villar  MIL  2B   4700  0.00      8.347826    8.1497836
6     Eugenio Suarez  CIN  3B   3500  9.00     10.150000    9.2011155
7        Zack Cozart  CIN  SS   3400  0.00      9.315789    5.9912216
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435    8.1870427
9        Adam Duvall  CIN  OF   4200 24.00      8.500000    9.3836364
10    Scott Schebler  CIN  OF   3600 17.00      8.600000    9.3324561
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         22         0.0 0.00     3 0.381 0.341
5         23         0.0 0.00     1 0.275 0.126
6         20         0.0 0.00     5 0.442 0.295
7         19         0.0 0.00     2 0.474 0.273
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     4 0.317 0.286
10        20         0.0 0.00     6 0.363 0.351

[1] "Total fpts: 114.15 (42)"
       Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3     Jason Castro  MIN   C   2900  3.00      4.666667     5.466149
4       Jose Abreu  CWS  1B   4200 13.00      6.944444     8.397985
5   Tyler Saladino  CWS  2B   3300  0.00      6.214286     5.116768
6     Todd Frazier  CWS  3B   4400 16.00      7.307692     7.641822
7     Tim Anderson  CWS  SS   3500  2.00      6.888889     7.161079
8   Ender Inciarte  ATL  OF   4500 15.00      8.809524     8.908530
9    Melky Cabrera  CWS  OF   3900 10.00      5.875000     4.364631
10 Kevin Kiermaier   TB  OF   3300  0.00      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         18         0.0 0.00     4 0.332 0.141
5         14         0.0 0.00     1 0.305 0.079
6         13         0.0 0.00     5 0.282 0.193
7         18         0.0 0.00     2 0.251 0.100
8         21         0.0 0.00     1 0.290 0.177
9         16         0.0 0.00     3 0.292 0.096
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 114.15 (43)"
        Lineup (55) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90    17.8000000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25    25.4500000     3.739875
3   Kyle Higashioka  NYY   C   2500  0.00     0.6666667     1.154701
4      Chris Carter  NYY  1B   3700  8.00     4.1428571     4.525062
5   Jonathan Villar  MIL  2B   4700  0.00     8.3478261     8.149784
6     Chase Headley  NYY  3B   3700  7.00     9.3333333     6.590397
7    Didi Gregorius  NYY  SS   3600 13.00           NaN           NA
8    Ender Inciarte  ATL  OF   4500 15.00     8.8095238     8.908530
9       Aaron Judge  NYY  OF   3800 11.00    12.8000000    11.344370
10 Michael Conforto  NYM  OF   3600  5.00    12.1666667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          3         0.0 0.00     9 0.060 0.000
4          7         0.0 0.00     8 0.238 0.152
5         23         0.0 0.00     1 0.275 0.126
6         21         0.0 0.00     6 0.401 0.205
7          0         0.0 0.00     7 0.476 0.222
8         21         0.0 0.00     1 0.290 0.177
9         20         0.0 0.00     5 0.471 0.466
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 114.15 (44)"
       Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3   Salvador Perez   KC   C   3300 19.00      7.000000     6.987384
4  Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5  Jonathan Villar  MIL  2B   4700  0.00      8.347826     8.149784
6     Martin Prado  MIA  3B   3500  5.00      7.111111     4.935698
7  Alcides Escobar   KC  SS   3200  5.00      3.000000     3.418217
8      Alex Gordon   KC  OF   3600  3.00      4.550000     3.648720
9     Brandon Moss   KC  OF   3500  8.00      6.066667     6.181385
10 Jorge Bonifacio   KC  OF   3000  3.00      7.000000     6.284903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         21         0.0 0.00     3 0.521 0.395
5         23         0.0 0.00     1 0.275 0.126
6          9         0.0 0.00     2 0.348 0.200
7         20         0.0 0.00     9 0.186 0.051
8         20         0.0 0.00     6 0.235 0.036
9         15         0.0 0.00     8 0.257 0.214
10         5         0.0 0.00     7 0.359 0.150

[1] "Total fpts: 114.15 (45)"
        Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90    17.8000000     6.375147
2    Dallas Keuchel  HOU   P   9400 34.25    25.4500000     3.739875
3   Kyle Higashioka  NYY   C   2500  0.00     0.6666667     1.154701
4      Chris Carter  NYY  1B   3700  8.00     4.1428571     4.525062
5       Brad Miller   TB  2B   3500  6.00     7.4000000     7.570024
6       Kyle Seager  SEA  3B   4900  5.00     6.4000000     5.354781
7    Didi Gregorius  NYY  SS   3600 13.00           NaN           NA
8  Michael Brantley  CLE  OF   5000 21.00    10.6666667     7.403345
9     Brett Gardner  NYY  OF   3700  3.00     8.4117647     8.951668
10      Aaron Hicks  NYY  OF   3100  3.00    12.5555556     9.567015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          3         0.0 0.00     9 0.060 0.000
4          7         0.0 0.00     8 0.238 0.152
5         20         0.0 0.00     4 0.326 0.143
6         20         0.0 0.00     5 0.337 0.141
7          0         0.0 0.00     7 0.476 0.222
8         15         0.0 0.00     3 0.376 0.216
9         17         0.0 0.00     1 0.305 0.132
10         9         0.0 0.00     2 0.463 0.359

[1] "Total fpts: 113.95 (46)"
        Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL     P   7900 16.10     22.775000     7.105690
2  Jordan Zimmermann  DET     P   5800 13.85      6.550000     7.731106
3       Brian McCann  HOU     C   3600 14.00      8.200000     5.966574
4        Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5    Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6      Manny Machado  BAL    3B   5000 10.00      7.636364     7.543811
7       Hernan Perez  MIL OF/SS   3600  2.00     11.307692    13.021678
8         Ryan Braun  MIL    OF   5100  2.00     11.181818     8.415611
9   Michael Brantley  CLE    OF   5000 21.00     10.666667     7.403345
10   Domingo Santana  MIL    OF   4000 32.00      7.176471     5.714404
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 0.88    NA 0.000 0.000
2          4         5.7 1.59    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         21         0.0 0.00     2 0.530 0.488
5         23         0.0 0.00     1 0.275 0.126
6         22         0.0 0.00     3 0.337 0.207
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         15         0.0 0.00     3 0.376 0.216
10        17         0.0 0.00     5 0.296 0.191

[1] "Total fpts: 113.7 (47)"
      Lineup (132) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2      Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3       Jett Bandy  MIL     C   2800  0.0     10.583333     7.115391
4   Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5     Jose Ramirez  CLE 2B/3B   4500  7.0     10.388889    10.666820
6      Miguel Sano  MIN    3B   4300 28.0     10.555556     9.147306
7     Hernan Perez  MIL OF/SS   3600  2.0     11.307692    13.021678
8       Ryan Braun  MIL    OF   5100  2.0     11.181818     8.415611
9     Keon Broxton  MIL    OF   4100  8.0      6.411765     7.591598
10 Domingo Santana  MIL    OF   4000 32.0      7.176471     5.714404
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         20         0.0 0.00     1 0.310 0.138
5         18         0.0 0.00     5 0.418 0.276
6         18         0.0 0.00     3 0.454 0.351
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         17         0.0 0.00     7 0.270 0.139
10        17         0.0 0.00     5 0.296 0.191

[1] "Total fpts: 110.45 (48)"
      Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
2         Joe Ross  WSH     P   7400  4.20           NaN           NA
3     Brian McCann  HOU     C   3600 14.00      8.200000     5.966574
4   Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5  Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6    Manny Machado  BAL    3B   5000 10.00      7.636364     7.543811
7         JJ Hardy  BAL    SS   3100  4.00      4.000000     5.553567
8      Mark Trumbo  BAL    OF   4500 11.00      5.863636     7.440529
9       Adam Jones  BAL    OF   4400 11.00      8.227273     6.465526
10    Joey Rickard  BAL    OF   3000 13.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         20         0.0 0.00     1 0.310 0.138
5         23         0.0 0.00     1 0.275 0.126
6         22         0.0 0.00     3 0.337 0.207
7         20         0.0 0.00     9 0.214 0.081
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.366 0.182
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: 110.15 (49)"
        Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Derek Norris   TB     C   2700  3.00      4.529412     5.489964
4    Logan Morrison   TB    1B   3100  9.00      8.500000     7.725055
5  Daniel Robertson   TB 2B/3B   2400  2.00      2.500000     2.828427
6     Manny Machado  BAL    3B   5000 10.00      7.636364     7.543811
7      Aledmys Diaz  STL    SS   4400  4.00      6.529412    10.006983
8       Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9   Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
10   Shane Peterson   TB    OF   2100  2.00      5.750000     2.659216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     7 0.207 0.076
4         18         0.0 0.00     6 0.346 0.224
5          8         0.0 0.00     9 0.272 0.111
6         22         0.0 0.00     3 0.337 0.207
7         17         0.0 0.00     2 0.273 0.182
8         23         0.0 0.00     4 0.409 0.279
9         19         0.0 0.00     1 0.425 0.314
10         8         0.0 0.00     8 0.330 0.143

[1] "Total fpts: 109.65 (50)"
         Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2     Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Roberto Perez  CLE     C   2800 19.00      1.714286     1.889822
4     Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5       Jason Kipnis  CLE    2B   4900 14.00      2.571429     2.935821
6       Miguel Rojas  MIA 3B/SS   2300  7.00      6.000000     6.018490
7       Aledmys Diaz  STL    SS   4400  4.00      6.529412    10.006983
8  Lonnie Chisenhall  CLE    OF   3600  7.00      7.875000     7.790791
9    Abraham Almonte  CLE    OF   3600 22.00      5.666667     3.773914
10      Steve Pearce  TOR    OF   2700  0.00      3.083333     3.260182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5          7         0.0 0.00     6 0.174 0.000
6         10         0.0 0.00     8 0.302 0.047
7         17         0.0 0.00     2 0.273 0.182
8          8         0.0 0.00     7 0.357 0.225
9         12         0.0 0.00     8 0.359 0.113
10        12         0.0 0.00     6 0.194 0.000

[1] "Total fpts: 109.15 (51)"
       Lineup (13) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Kurt Suzuki  ATL   C   2900  0.00      6.750000     7.382412
4  Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5      Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6   Mike Moustakas   KC  3B   3100  3.00      8.823529     6.644879
7    Jose Iglesias  DET  SS   2600 14.00      7.384615     7.621663
8        Matt Kemp  ATL  OF   4800  5.00     13.181818    14.316551
9    Nick Markakis  ATL  OF   4300  5.00      7.428571     5.133921
10   Jace Peterson  ATL  OF   3600  5.00      4.583333     3.872005
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         20         0.0 0.00     4 0.326 0.143
6         17         0.0 0.00     2 0.370 0.300
7         13         0.0 0.00     9 0.254 0.143
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        12         0.0 0.00     7 0.309 0.106

[1] "Total fpts: 109 (52)"
         Lineup (72) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2     Bronson Arroyo  CIN   P   4700 -0.4      9.912500    12.307340
3     Russell Martin  TOR   C   3500  7.0      6.411765     5.734314
4        Justin Bour  MIA  1B   3300 35.0      5.421053     5.975095
5      Robinson Cano  SEA  2B   5200  7.0      8.083333     7.580964
6        Kyle Seager  SEA  3B   4900  5.0      6.400000     5.354781
7   Francisco Lindor  CLE  SS   4800 25.0     10.450000     9.768235
8        Nelson Cruz  SEA  OF   5000 21.0     10.130435     8.187043
9          Ben Gamel  SEA  OF   3700  5.0      8.750000     8.539126
10 Guillermo Heredia  SEA  OF   3400 11.0      6.583333     7.633161
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         5.3 1.24    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4         19         0.0 0.00     6 0.267 0.145
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        12         0.0 0.00     6 0.340 0.156

[1] "Total fpts: 108.85 (53)"
        Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2   Bronson Arroyo  CIN   P   4700 -0.40      9.912500    12.307340
3     Brian McCann  HOU   C   3600 14.00      8.200000     5.966574
4  Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5    Robinson Cano  SEA  2B   5200  7.00      8.083333     7.580964
6      Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7      Jean Segura  SEA  SS   4900  7.00     10.083333     8.815878
8      Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9        Ben Gamel  SEA  OF   3700  5.00      8.750000     8.539126
10 Kevin Kiermaier   TB  OF   3300  0.00      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          4         5.3 1.24    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         21         0.0 0.00     3 0.521 0.395
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 108.85 (54)"
      Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Aaron Sanchez  TOR     P   8000  3.65           NaN           NA
2         Joe Ross  WSH     P   7400  4.20           NaN           NA
3   Salvador Perez   KC     C   3300 19.00      7.000000     6.987384
4      Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5  Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6      Miguel Sano  MIN    3B   4300 28.00     10.555556     9.147306
7     Hernan Perez  MIL OF/SS   3600  2.00     11.307692    13.021678
8       Ryan Braun  MIL    OF   5100  2.00     11.181818     8.415611
9   Ender Inciarte  ATL    OF   4500 15.00      8.809524     8.908530
10 Domingo Santana  MIL    OF   4000 32.00      7.176471     5.714404
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         21         0.0 0.00     2 0.530 0.488
5         23         0.0 0.00     1 0.275 0.126
6         18         0.0 0.00     3 0.454 0.351
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         21         0.0 0.00     1 0.290 0.177
10        17         0.0 0.00     5 0.296 0.191

[1] "Total fpts: 107.95 (55)"
         Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10500 20.90     17.800000    6.3751471
2  Jordan Montgomery  NYY   P   6900 15.05     14.633333    0.9237604
3     Salvador Perez   KC   C   3300 19.00      7.000000    6.9873836
4        Eric Hosmer   KC  1B   3800  5.00      4.950000    4.2112006
5    Jonathan Villar  MIL  2B   4700  0.00      8.347826    8.1497836
6     Mike Moustakas   KC  3B   3100  3.00      8.823529    6.6448786
7        Jean Segura  SEA  SS   4900  7.00     10.083333    8.8158775
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435    8.1870427
9       Lorenzo Cain   KC  OF   4000 14.00      7.210526    4.8942023
10       Alex Gordon   KC  OF   3600  3.00      4.550000    3.6487200
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         20         0.0 0.00     4 0.263 0.071
5         23         0.0 0.00     1 0.275 0.126
6         17         0.0 0.00     2 0.370 0.300
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         19         0.0 0.00     3 0.342 0.053
10        20         0.0 0.00     6 0.235 0.036

[1] "Total fpts: 107.65 (56)"
        Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3        Jett Bandy  MIL     C   2800  0.00     10.583333     7.115391
4     Matt Holliday  NYY 1B/OF   4000 19.00      8.235294     9.229907
5    Starlin Castro  NYY    2B   3600 11.00      9.181818     7.028082
6     Chase Headley  NYY    3B   3700  7.00      9.333333     6.590397
7    Didi Gregorius  NYY    SS   3600 13.00           NaN           NA
8    Ender Inciarte  ATL    OF   4500 15.00      8.809524     8.908530
9       Aaron Judge  NYY    OF   3800 11.00     12.800000    11.344370
10  Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         17         0.0 0.00     3 0.370 0.197
5         22         0.0 0.00     4 0.411 0.207
6         21         0.0 0.00     6 0.401 0.205
7          0         0.0 0.00     7 0.476 0.222
8         21         0.0 0.00     1 0.290 0.177
9         20         0.0 0.00     5 0.471 0.466
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 107.3 (57)"
         Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU     P   9400 34.25     25.450000    3.7398752
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3     Russell Martin  TOR     C   3500  7.00      6.411765    5.7343136
4     Matt Carpenter  STL    1B   4500 20.00      6.000000    5.0990195
5        Jedd Gyorko  STL 2B/3B   3700  8.00     10.307692    8.3604686
6        Kyle Seager  SEA    3B   4900  5.00      6.400000    5.3547814
7       Aledmys Diaz  STL    SS   4400  4.00      6.529412   10.0069829
8      Dexter Fowler  STL    OF   4700  5.00      7.800000    8.7334806
9   Stephen Piscotty  STL    OF   4400  4.00      7.722222    7.2501972
10  Michael Conforto  NYM    OF   3600  5.00     12.166667   11.6761866
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         20         0.0 0.00     5 0.337 0.141
7         17         0.0 0.00     2 0.273 0.182
8         20         0.0 0.00     1 0.310 0.191
9         18         0.0 0.00     5 0.341 0.152
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 105.75 (58)"
         Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2  Jordan Zimmermann  DET   P   5800 13.85      6.550000     7.731106
3       Jason Castro  MIN   C   2900  3.00      4.666667     5.466149
4    Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5      Robinson Cano  SEA  2B   5200  7.00      8.083333     7.580964
6        Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7        Alen Hanson  PIT  SS   3300  3.00           NaN           NA
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9          Ben Gamel  SEA  OF   3700  5.00      8.750000     8.539126
10 Guillermo Heredia  SEA  OF   3400 11.00      6.583333     7.633161
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         5.7 1.59    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         21         0.0 0.00     3 0.521 0.395
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7          0         0.0 0.00     7 0.198 0.118
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        12         0.0 0.00     6 0.340 0.156

[1] "Total fpts: 105.65 (59)"
        Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Brian McCann  HOU   C   3600 14.00      8.200000     5.966574
4        Jose Abreu  CWS  1B   4200 13.00      6.944444     8.397985
5    Tyler Saladino  CWS  2B   3300  0.00      6.214286     5.116768
6       Miguel Sano  MIN  3B   4300 28.00     10.555556     9.147306
7      Tim Anderson  CWS  SS   3500  2.00      6.888889     7.161079
8     Melky Cabrera  CWS  OF   3900 10.00      5.875000     4.364631
9  Michael Conforto  NYM  OF   3600  5.00     12.166667    11.676187
10     Leury Garcia  CWS  OF   2700  6.00      6.933333     6.295879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         18         0.0 0.00     4 0.332 0.141
5         14         0.0 0.00     1 0.305 0.079
6         18         0.0 0.00     3 0.454 0.351
7         18         0.0 0.00     2 0.251 0.100
8         16         0.0 0.00     3 0.292 0.096
9         12         0.0 0.00     1 0.455 0.373
10        15         0.0 0.00     9 0.345 0.204

[1] "Total fpts: 105.15 (60)"
          Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2      Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3  Welington Castillo  BAL     C   3700 11.00      6.625000     5.829523
4        Trey Mancini  BAL 1B/OF   3300  4.00      9.727273    13.023755
5     Jonathan Schoop  BAL    2B   3700  7.00      7.863636     5.994406
6       Manny Machado  BAL    3B   5000 10.00      7.636364     7.543811
7         Alen Hanson  PIT    SS   3300  3.00           NaN           NA
8         Mark Trumbo  BAL    OF   4500 11.00      5.863636     7.440529
9     Kevin Kiermaier   TB    OF   3300  0.00      5.818182     7.102222
10    Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         11         0.0 0.00     6 0.367 0.378
5         22         0.0 0.00     7 0.367 0.253
6         22         0.0 0.00     3 0.337 0.207
7          0         0.0 0.00     7 0.198 0.118
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.278 0.083
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 104.75 (61)"
          Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2   Jordan Zimmermann  DET     P   5800 13.85      6.550000     7.731106
3  Welington Castillo  BAL     C   3700 11.00      6.625000     5.829523
4         Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5       Josh Harrison  PIT 2B/3B   3500  7.00      7.111111     5.571871
6       Manny Machado  BAL    3B   5000 10.00      7.636364     7.543811
7        Aledmys Diaz  STL    SS   4400  4.00      6.529412    10.006983
8         Mark Trumbo  BAL    OF   4500 11.00      5.863636     7.440529
9          Adam Jones  BAL    OF   4400 11.00      8.227273     6.465526
10       Joey Rickard  BAL    OF   3000 13.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         5.7 1.59    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         21         0.0 0.00     2 0.530 0.488
5         18         0.0 0.00     1 0.363 0.120
6         22         0.0 0.00     3 0.337 0.207
7         17         0.0 0.00     2 0.273 0.182
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.366 0.182
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: 104.65 (62)"
       Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3    Salvador Perez   KC     C   3300 19.00      7.000000     6.987384
4       Eric Hosmer   KC    1B   3800  5.00      4.950000     4.211201
5     Josh Harrison  PIT 2B/3B   3500  7.00      7.111111     5.571871
6     Chase Headley  NYY    3B   3700  7.00      9.333333     6.590397
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8       Alex Gordon   KC    OF   3600  3.00      4.550000     3.648720
9      Brandon Moss   KC    OF   3500  8.00      6.066667     6.181385
10  Jorge Bonifacio   KC    OF   3000  3.00      7.000000     6.284903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         20         0.0 0.00     4 0.263 0.071
5         18         0.0 0.00     1 0.363 0.120
6         21         0.0 0.00     6 0.401 0.205
7         20         0.0 0.00     2 0.407 0.303
8         20         0.0 0.00     6 0.235 0.036
9         15         0.0 0.00     8 0.257 0.214
10         5         0.0 0.00     7 0.359 0.150

[1] "Total fpts: 104.15 (63)"
        Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3       Jett Bandy  MIL     C   2800  0.00     10.583333     7.115391
4      Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5      Kolten Wong  STL    2B   3200  3.00      7.312500     6.579957
6   Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7     Hernan Perez  MIL OF/SS   3600  2.00     11.307692    13.021678
8       Ryan Braun  MIL    OF   5100  2.00     11.181818     8.415611
9  Domingo Santana  MIL    OF   4000 32.00      7.176471     5.714404
10 Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         21         0.0 0.00     2 0.530 0.488
5         16         0.0 0.00     8 0.337 0.172
6         17         0.0 0.00     2 0.370 0.300
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         17         0.0 0.00     5 0.296 0.191
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 103.3 (64)"
         Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P   9400 34.25     25.450000    3.7398752
2  Jordan Montgomery  NYY   P   6900 15.05     14.633333    0.9237604
3       Jason Castro  MIN   C   2900  3.00      4.666667    5.4661493
4    Freddie Freeman  ATL  1B   5300 16.00     13.380952   11.4476032
5        Brad Miller   TB  2B   3500  6.00      7.400000    7.5700240
6      Adonis Garcia  ATL  3B   4000  0.00      5.800000    5.5781529
7       Aledmys Diaz  STL  SS   4400  4.00      6.529412   10.0069829
8          Matt Kemp  ATL  OF   4800  5.00     13.181818   14.3165511
9     Ender Inciarte  ATL  OF   4500 15.00      8.809524    8.9085299
10     Nick Markakis  ATL  OF   4300  5.00      7.428571    5.1339208
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         21         0.0 0.00     3 0.521 0.395
5         20         0.0 0.00     4 0.326 0.143
6         20         0.0 0.00     2 0.263 0.093
7         17         0.0 0.00     2 0.273 0.182
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     1 0.290 0.177
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 102.05 (65)"
       Lineup (30) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2      Tom Koehler  MIA   P   6200  4.80      9.866667     9.420368
3     Brian McCann  HOU   C   3600 14.00      8.200000     5.966574
4  Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5      Jose Altuve  HOU  2B   5300  6.00     10.250000     8.638195
6   Mike Moustakas   KC  3B   3100  3.00      8.823529     6.644879
7    Carlos Correa  HOU  SS   5100 12.00      5.789474     4.516377
8  George Springer  HOU  OF   4900 10.00      9.166667     8.638151
9     Josh Reddick  HOU  OF   3800  2.00      7.055556     8.242446
10 Kevin Kiermaier   TB  OF   3300  0.00      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         21         0.0 0.00     3 0.521 0.395
5         20         0.0 0.00     3 0.382 0.153
6         17         0.0 0.00     2 0.370 0.300
7         19         0.0 0.00     4 0.286 0.110
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 101.7 (66)"
        Lineup (64) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2       Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3      Josh Phegley  OAK     C   2900  7.0      4.000000     4.690416
4    Matt Carpenter  STL    1B   4500 20.0      6.000000     5.099020
5       Jedd Gyorko  STL 2B/3B   3700  8.0     10.307692     8.360469
6     Chase Headley  NYY    3B   3700  7.0      9.333333     6.590397
7      Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8       Nelson Cruz  SEA    OF   5000 21.0     10.130435     8.187043
9     Dexter Fowler  STL    OF   4700  5.0      7.800000     8.733481
10 Stephen Piscotty  STL    OF   4400  4.0      7.722222     7.250197
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         21         0.0 0.00     6 0.401 0.205
7         17         0.0 0.00     2 0.273 0.182
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     1 0.310 0.191
10        18         0.0 0.00     5 0.341 0.152

[1] "Total fpts: 101.45 (67)"
        Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.60     24.525000    6.8853105
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3       Brian McCann  HOU     C   3600 14.00      8.200000    5.9665736
4      Matt Holliday  NYY 1B/OF   4000 19.00      8.235294    9.2299066
5     Starlin Castro  NYY    2B   3600 11.00      9.181818    7.0280822
6      Chase Headley  NYY    3B   3700  7.00      9.333333    6.5903971
7        Jean Segura  SEA    SS   4900  7.00     10.083333    8.8158775
8        Nelson Cruz  SEA    OF   5000 21.00     10.130435    8.1870427
9        Aaron Judge  NYY    OF   3800 11.00     12.800000   11.3443703
10       Aaron Hicks  NYY    OF   3100  3.00     12.555556    9.5670151
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         17         0.0 0.00     3 0.370 0.197
5         22         0.0 0.00     4 0.411 0.207
6         21         0.0 0.00     6 0.401 0.205
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     5 0.471 0.466
10         9         0.0 0.00     2 0.463 0.359

[1] "Total fpts: 100.65 (68)"
        Lineup (89) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3     Yadier Molina  STL   C   3400  0.00      5.411765     4.287465
4   Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5   Jonathan Schoop  BAL  2B   3700  7.00      7.863636     5.994406
6    Mike Moustakas   KC  3B   3100  3.00      8.823529     6.644879
7          JJ Hardy  BAL  SS   3100  4.00      4.000000     5.553567
8        Adam Jones  BAL  OF   4400 11.00      8.227273     6.465526
9      Craig Gentry  BAL  OF   3200 19.00      5.571429     7.849780
10     Joey Rickard  BAL  OF   3000 13.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     3 0.521 0.395
5         22         0.0 0.00     7 0.367 0.253
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     9 0.214 0.081
8         22         0.0 0.00     2 0.366 0.182
9          7         0.0 0.00     8 0.274 0.148
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: 99.75 (69)"
         Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2  Jordan Zimmermann  DET   P   5800 13.85      6.550000     7.731106
3         Jett Bandy  MIL   C   2800  0.00     10.583333     7.115391
4        Eric Thames  MIL  1B   5100  3.00     14.285714     9.864800
5         Dee Gordon  MIA  2B   4400 15.00      7.421053     5.135019
6       Martin Prado  MIA  3B   3500  5.00      7.111111     4.935698
7        Jean Segura  SEA  SS   4900  7.00     10.083333     8.815878
8  Giancarlo Stanton  MIA  OF   4800  8.00      9.600000    10.023131
9   Christian Yelich  MIA  OF   4500 10.00      9.190476     8.035042
10     Marcell Ozuna  MIA  OF   3700 17.00      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         5.7 1.59    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         21         0.0 0.00     2 0.530 0.488
5         19         0.0 0.00     1 0.279 0.075
6          9         0.0 0.00     2 0.348 0.200
7         12         0.0 0.00     1 0.347 0.143
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 99.75 (70)"
     Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Aaron Sanchez  TOR   P   8000  3.65           NaN           NA
2      Mike Leake  STL   P   7900 16.10     22.775000     7.105690
3  Russell Martin  TOR   C   3500  7.00      6.411765     5.734314
4       Josh Bell  PIT  1B   3100 26.00      6.222222     5.866711
5   Robinson Cano  SEA  2B   5200  7.00      8.083333     7.580964
6     Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7     Jean Segura  SEA  SS   4900  7.00     10.083333     8.815878
8     Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9    Josh Reddick  HOU  OF   3800  2.00      7.055556     8.242446
10      Ben Gamel  SEA  OF   3700  5.00      8.750000     8.539126
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          4         6.8 0.88    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4         18         0.0 0.00     2 0.335 0.167
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         18         0.0 0.00     2 0.331 0.127
10         4         0.0 0.00     2 0.378 0.267

[1] "Total fpts: 99.05 (71)"
         Lineup (12) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2        Tom Koehler  MIA   P   6200  4.80      9.866667     9.420368
3       Geovany Soto  CWS   C   2500  4.00      4.333333     5.391351
4        Eric Thames  MIL  1B   5100  3.00     14.285714     9.864800
5      Robinson Cano  SEA  2B   5200  7.00      8.083333     7.580964
6        Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7       Aledmys Diaz  STL  SS   4400  4.00      6.529412    10.006983
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9          Ben Gamel  SEA  OF   3700  5.00      8.750000     8.539126
10 Guillermo Heredia  SEA  OF   3400 11.00      6.583333     7.633161
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4         21         0.0 0.00     2 0.530 0.488
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         17         0.0 0.00     2 0.273 0.182
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        12         0.0 0.00     6 0.340 0.156

[1] "Total fpts: 98.3 (72)"
         Lineup (67) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU     P   9400 34.25     25.450000    3.7398752
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3       Jason Castro  MIN     C   2900  3.00      4.666667    5.4661493
4        Eric Thames  MIL    1B   5100  3.00     14.285714    9.8648003
5        Jose Altuve  HOU    2B   5300  6.00     10.250000    8.6381955
6    Marwin Gonzalez  HOU 3B/OF   3200 18.00      8.153846    6.8416147
7        Jean Segura  SEA    SS   4900  7.00     10.083333    8.8158775
8    George Springer  HOU    OF   4900 10.00      9.166667    8.6381507
9       Josh Reddick  HOU    OF   3800  2.00      7.055556    8.2424455
10    Norichika Aoki  HOU    OF   3400  0.00      6.000000    6.5356167
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         21         0.0 0.00     2 0.530 0.488
5         20         0.0 0.00     3 0.382 0.153
6         13         0.0 0.00     8 0.329 0.260
7         12         0.0 0.00     1 0.347 0.143
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        15         0.0 0.00     9 0.336 0.089

[1] "Total fpts: 98.3 (73)"
         Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P   9400 34.25     25.450000    3.7398752
2  Jordan Montgomery  NYY   P   6900 15.05     14.633333    0.9237604
3        Kurt Suzuki  ATL   C   2900  0.00      6.750000    7.3824115
4        Eric Thames  MIL  1B   5100  3.00     14.285714    9.8648003
5    Jonathan Villar  MIL  2B   4700  0.00      8.347826    8.1497836
6        Miguel Sano  MIN  3B   4300 28.00     10.555556    9.1473058
7     Dansby Swanson  ATL  SS   3800  3.00      4.550000    5.2763125
8          Matt Kemp  ATL  OF   4800  5.00     13.181818   14.3165511
9      Nick Markakis  ATL  OF   4300  5.00      7.428571    5.1339208
10     Jace Peterson  ATL  OF   3600  5.00      4.583333    3.8720052
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     2 0.530 0.488
5         23         0.0 0.00     1 0.275 0.126
6         18         0.0 0.00     3 0.454 0.351
7         20         0.0 0.00     8 0.193 0.081
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        12         0.0 0.00     7 0.309 0.106

[1] "Total fpts: 98.15 (74)"
         Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3     Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4    Matt Carpenter  STL    1B   4500 20.00      6.000000     5.099020
5       Jedd Gyorko  STL 2B/3B   3700  8.00     10.307692     8.360469
6    Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7      Aledmys Diaz  STL    SS   4400  4.00      6.529412    10.006983
8  Stephen Piscotty  STL    OF   4400  4.00      7.722222     7.250197
9   Kevin Kiermaier   TB    OF   3300  0.00      5.818182     7.102222
10  Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         17         0.0 0.00     2 0.370 0.300
7         17         0.0 0.00     2 0.273 0.182
8         18         0.0 0.00     5 0.341 0.152
9         22         0.0 0.00     2 0.278 0.083
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 97.65 (75)"
        Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Jason Castro  MIN   C   2900  3.00      4.666667     5.466149
4     Kennys Vargas  MIN  1B   3600  6.00     10.333333     7.571878
5       Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6     Chase Headley  NYY  3B   3700  7.00      9.333333     6.590397
7     Jorge Polanco  MIN  SS   3400  8.00      6.705882     4.870379
8       Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9     Eddie Rosario  MIN  OF   3500  5.00      5.882353     4.688848
10     Byron Buxton  MIN  OF   3500 14.00      4.266667     4.727830
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4          3         0.0 0.00     5 0.406 0.231
5         20         0.0 0.00     4 0.326 0.143
6         21         0.0 0.00     6 0.401 0.205
7         17         0.0 0.00     7 0.294 0.108
8         23         0.0 0.00     4 0.409 0.279
9         17         0.0 0.00     8 0.283 0.104
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 97.65 (76)"
        Lineup (92) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3        Jett Bandy  MIL     C   2800  0.00     10.583333     7.115391
4        Joey Votto  CIN    1B   4800  8.00     10.227273     8.422938
5       Jedd Gyorko  STL 2B/3B   3700  8.00     10.307692     8.360469
6    Eugenio Suarez  CIN    3B   3500  9.00     10.150000     9.201115
7       Zack Cozart  CIN    SS   3400  0.00      9.315789     5.991222
8       Adam Duvall  CIN    OF   4200 24.00      8.500000     9.383636
9    Scott Schebler  CIN    OF   3600 17.00      8.600000     9.332456
10  Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         22         0.0 0.00     3 0.381 0.341
5         13         0.0 0.00     4 0.462 0.346
6         20         0.0 0.00     5 0.442 0.295
7         19         0.0 0.00     2 0.474 0.273
8         20         0.0 0.00     4 0.317 0.286
9         20         0.0 0.00     6 0.363 0.351
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 96.15 (77)"
        Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL   P   7900 16.10     22.775000    7.1056902
2  Jordan Montgomery  NYY   P   6900 15.05     14.633333    0.9237604
3       Josh Phegley  OAK   C   2900  7.00      4.000000    4.6904158
4  Edwin Encarnacion  CLE  1B   5000  2.00      6.600000    6.3527864
5      Robinson Cano  SEA  2B   5200  7.00      8.083333    7.5809640
6        Kyle Seager  SEA  3B   4900  5.00      6.400000    5.3547814
7        Trea Turner  WSH  SS   4700  7.00     14.181818   13.4299530
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435    8.1870427
9          Ben Gamel  SEA  OF   3700  5.00      8.750000    8.5391256
10 Guillermo Heredia  SEA  OF   3400 11.00      6.583333    7.6331613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 0.88    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         20         0.0 0.00     4 0.325 0.161
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         11         0.0 0.00     1 0.401 0.246
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        12         0.0 0.00     6 0.340 0.156

[1] "Total fpts: 95.2 (78)"
        Lineup (113) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2        Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3           AJ Ellis  MIA     C   2600  7.0      3.500000     3.872983
4        Justin Bour  MIA    1B   3300 35.0      5.421053     5.975095
5        Jedd Gyorko  STL 2B/3B   3700  8.0     10.307692     8.360469
6        Kyle Seager  SEA    3B   4900  5.0      6.400000     5.354781
7        Jean Segura  SEA    SS   4900  7.0     10.083333     8.815878
8  Giancarlo Stanton  MIA    OF   4800  8.0      9.600000    10.023131
9   Christian Yelich  MIA    OF   4500 10.0      9.190476     8.035042
10     Marcell Ozuna  MIA    OF   3700 17.0      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          4         0.0 0.00     7 0.154 0.000
4         19         0.0 0.00     6 0.267 0.145
5         13         0.0 0.00     4 0.462 0.346
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 95.05 (79)"
        Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
2       Tom Koehler  MIA   P   6200  4.80      9.866667     9.420368
3       Kurt Suzuki  ATL   C   2900  0.00      6.750000     7.382412
4   Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5   Jonathan Villar  MIL  2B   4700  0.00      8.347826     8.149784
6     Adonis Garcia  ATL  3B   4000  0.00      5.800000     5.578153
7  Francisco Lindor  CLE  SS   4800 25.00     10.450000     9.768235
8         Matt Kemp  ATL  OF   4800  5.00     13.181818    14.316551
9     Nick Markakis  ATL  OF   4300  5.00      7.428571     5.133921
10 Michael Conforto  NYM  OF   3600  5.00     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         23         0.0 0.00     1 0.275 0.126
6         20         0.0 0.00     2 0.263 0.093
7         20         0.0 0.00     2 0.407 0.303
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 94.85 (80)"
        Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM   P  11400 -6.60     24.525000     6.885310
2         Wade Miley  BAL   P   8200 11.45     24.575000     8.358479
3     Russell Martin  TOR   C   3500  7.00      6.411765     5.734314
4        Justin Bour  MIA  1B   3300 35.00      5.421053     5.975095
5        Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6       Martin Prado  MIA  3B   3500  5.00      7.111111     4.935698
7       Tim Anderson  CWS  SS   3500  2.00      6.888889     7.161079
8  Giancarlo Stanton  MIA  OF   4800  8.00      9.600000    10.023131
9   Christian Yelich  MIA  OF   4500 10.00      9.190476     8.035042
10     Marcell Ozuna  MIA  OF   3700 17.00      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         6.5 1.00    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4         19         0.0 0.00     6 0.267 0.145
5         20         0.0 0.00     4 0.326 0.143
6          9         0.0 0.00     2 0.348 0.200
7         18         0.0 0.00     2 0.251 0.100
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: 94.65 (81)"
        Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Jason Castro  MIN     C   2900  3.00      4.666667     5.466149
4       Eric Hosmer   KC    1B   3800  5.00      4.950000     4.211201
5   Whit Merrifield   KC 2B/OF   3400 14.00      6.375000     7.288690
6    Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7   Alcides Escobar   KC    SS   3200  5.00      3.000000     3.418217
8       Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9      Lorenzo Cain   KC    OF   4000 14.00      7.210526     4.894202
10     Josh Reddick  HOU    OF   3800  2.00      7.055556     8.242446
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         20         0.0 0.00     4 0.263 0.071
5          8         0.0 0.00     1 0.321 0.167
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     9 0.186 0.051
8         23         0.0 0.00     4 0.409 0.279
9         19         0.0 0.00     3 0.342 0.053
10        18         0.0 0.00     2 0.331 0.127

[1] "Total fpts: 94.65 (82)"
        Lineup (82) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Geovany Soto  CWS     C   2500  4.00      4.333333     5.391351
4       Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5      Brian Dozier  MIN    2B   4800 10.00      7.882353     5.048296
6      Miguel Rojas  MIA 3B/SS   2300  7.00      6.000000     6.018490
7     Jorge Polanco  MIN    SS   3400  8.00      6.705882     4.870379
8        Max Kepler  MIN    OF   4000 16.00      7.625000     7.022583
9     Eddie Rosario  MIN    OF   3500  5.00      5.882353     4.688848
10     Byron Buxton  MIN    OF   3500 14.00      4.266667     4.727830
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4         21         0.0 0.00     2 0.530 0.488
5         17         0.0 0.00     1 0.299 0.116
6         10         0.0 0.00     8 0.302 0.047
7         17         0.0 0.00     7 0.294 0.108
8         16         0.0 0.00     2 0.357 0.194
9         17         0.0 0.00     8 0.283 0.104
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 94.2 (83)"
       Lineup (131) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA   P   6200  4.8      9.866667     9.420368
3   Tucker Barnhart  CIN   C   2700 10.0      4.411765     4.472958
4       Eric Thames  MIL  1B   5100  3.0     14.285714     9.864800
5       Jose Peraza  CIN  2B   3700  8.0      6.368421     6.775860
6    Eugenio Suarez  CIN  3B   3500  9.0     10.150000     9.201115
7      Aledmys Diaz  STL  SS   4400  4.0      6.529412    10.006983
8       Nelson Cruz  SEA  OF   5000 21.0     10.130435     8.187043
9       Adam Duvall  CIN  OF   4200 24.0      8.500000     9.383636
10   Scott Schebler  CIN  OF   3600 17.0      8.600000     9.332456
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         17         0.0 0.00     8 0.264 0.050
4         21         0.0 0.00     2 0.530 0.488
5         19         0.0 0.00     7 0.239 0.034
6         20         0.0 0.00     5 0.442 0.295
7         17         0.0 0.00     2 0.273 0.182
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     4 0.317 0.286
10        20         0.0 0.00     6 0.363 0.351

[1] "Total fpts: 92.8 (84)"
        Lineup (54) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2        Matt Garza  MIL     P   5000 23.4           NaN           NA
3      Jason Castro  MIN     C   2900  3.0      4.666667     5.466149
4         Jay Bruce  NYM 1B/OF   3700 24.0      8.863636    10.352343
5     Robinson Cano  SEA    2B   5200  7.0      8.083333     7.580964
6       Kyle Seager  SEA    3B   4900  5.0      6.400000     5.354781
7       Jean Segura  SEA    SS   4900  7.0     10.083333     8.815878
8       Nelson Cruz  SEA    OF   5000 21.0     10.130435     8.187043
9         Ben Gamel  SEA    OF   3700  5.0      8.750000     8.539126
10  Corey Dickerson   TB    OF   3200  4.0      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0         4.0 1.75    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         22         0.0 0.00     3 0.378 0.259
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 92.7 (85)"
       Lineup (27) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2      Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3     Josh Phegley  OAK     C   2900  7.0      4.000000     4.690416
4  Freddie Freeman  ATL    1B   5300 16.0     13.380952    11.447603
5     Adam Rosales  OAK 2B/SS   2400 12.0      5.200000     5.361237
6    Adonis Garcia  ATL    3B   4000  0.0      5.800000     5.578153
7      Jean Segura  SEA    SS   4900  7.0     10.083333     8.815878
8        Matt Kemp  ATL    OF   4800  5.0     13.181818    14.316551
9   Ender Inciarte  ATL    OF   4500 15.0      8.809524     8.908530
10   Nick Markakis  ATL    OF   4300  5.0      7.428571     5.133921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         21         0.0 0.00     3 0.521 0.395
5         15         0.0 0.00     1 0.298 0.160
6         20         0.0 0.00     2 0.263 0.093
7         12         0.0 0.00     1 0.347 0.143
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     1 0.290 0.177
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 92.65 (86)"
        Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Wade Miley  BAL   P   8200 11.45     24.575000     8.358479
2          Chad Kuhl  PIT   P   5700  8.20      7.687500    17.673397
3     Salvador Perez   KC   C   3300 19.00      7.000000     6.987384
4  Edwin Encarnacion  CLE  1B   5000  2.00      6.600000     6.352786
5      Robinson Cano  SEA  2B   5200  7.00      8.083333     7.580964
6        Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7        Jean Segura  SEA  SS   4900  7.00     10.083333     8.815878
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9     Billy Hamilton  CIN  OF   4100  7.00      7.200000     6.254262
10         Ben Gamel  SEA  OF   3700  5.00      8.750000     8.539126
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.00    NA 0.000 0.000
2          4         3.8 1.47    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         20         0.0 0.00     4 0.325 0.161
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     1 0.220 0.033
10         4         0.0 0.00     2 0.378 0.267

[1] "Total fpts: 91.7 (87)"
        Lineup (24) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.9     17.800000     6.375147
2       Tom Koehler  MIA   P   6200  4.8      9.866667     9.420368
3      Josh Phegley  OAK   C   2900  7.0      4.000000     4.690416
4    Logan Morrison   TB  1B   3100  9.0      8.500000     7.725055
5     Robinson Cano  SEA  2B   5200  7.0      8.083333     7.580964
6       Kyle Seager  SEA  3B   4900  5.0      6.400000     5.354781
7       Jean Segura  SEA  SS   4900  7.0     10.083333     8.815878
8       Nelson Cruz  SEA  OF   5000 21.0     10.130435     8.187043
9         Ben Gamel  SEA  OF   3700  5.0      8.750000     8.539126
10 Michael Conforto  NYM  OF   3600  5.0     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         18         0.0 0.00     6 0.346 0.224
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 91.65 (88)"
       Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Jason Castro  MIN     C   2900  3.00      4.666667     5.466149
4     Matt Holliday  NYY 1B/OF   4000 19.00      8.235294     9.229907
5    Starlin Castro  NYY    2B   3600 11.00      9.181818     7.028082
6        Jose Reyes  NYM    3B   3600 10.00      5.800000     6.786984
7      Aledmys Diaz  STL    SS   4400  4.00      6.529412    10.006983
8       Aaron Judge  NYY    OF   3800 11.00     12.800000    11.344370
9     Brett Gardner  NYY    OF   3700  3.00      8.411765     8.951668
10      Aaron Hicks  NYY    OF   3100  3.00     12.555556     9.567015
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         17         0.0 0.00     3 0.370 0.197
5         22         0.0 0.00     4 0.411 0.207
6         20         0.0 0.00     2 0.252 0.111
7         17         0.0 0.00     2 0.273 0.182
8         20         0.0 0.00     5 0.471 0.466
9         17         0.0 0.00     1 0.305 0.132
10         9         0.0 0.00     2 0.463 0.359

[1] "Total fpts: 89.95 (89)"
        Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL     P   7900 16.10     22.775000     7.105690
2  Jordan Zimmermann  DET     P   5800 13.85      6.550000     7.731106
3      Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4    Freddie Freeman  ATL    1B   5300 16.00     13.380952    11.447603
5       Jose Ramirez  CLE 2B/3B   4500  7.00     10.388889    10.666820
6      Adonis Garcia  ATL    3B   4000  0.00      5.800000     5.578153
7      Carlos Correa  HOU    SS   5100 12.00      5.789474     4.516377
8          Matt Kemp  ATL    OF   4800  5.00     13.181818    14.316551
9     Ender Inciarte  ATL    OF   4500 15.00      8.809524     8.908530
10     Nick Markakis  ATL    OF   4300  5.00      7.428571     5.133921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 0.88    NA 0.000 0.000
2          4         5.7 1.59    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     3 0.521 0.395
5         18         0.0 0.00     5 0.418 0.276
6         20         0.0 0.00     2 0.263 0.093
7         19         0.0 0.00     4 0.286 0.110
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     1 0.290 0.177
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 88.95 (90)"
         Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.90     17.800000    6.3751471
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3       Josh Phegley  OAK     C   2900  7.00      4.000000    4.6904158
4        Eric Thames  MIL    1B   5100  3.00     14.285714    9.8648003
5    Jonathan Villar  MIL    2B   4700  0.00      8.347826    8.1497836
6      Chase Headley  NYY    3B   3700  7.00      9.333333    6.5903971
7       Hernan Perez  MIL OF/SS   3600  2.00     11.307692   13.0216782
8         Ryan Braun  MIL    OF   5100  2.00     11.181818    8.4156111
9    Domingo Santana  MIL    OF   4000 32.00      7.176471    5.7144039
10   Kevin Kiermaier   TB    OF   3300  0.00      5.818182    7.1022221
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         21         0.0 0.00     2 0.530 0.488
5         23         0.0 0.00     1 0.275 0.126
6         21         0.0 0.00     6 0.401 0.205
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         17         0.0 0.00     5 0.296 0.191
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 88.2 (91)"
       Lineup (147) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA   P   6200  4.8      9.866667     9.420368
3      Josh Phegley  OAK   C   2900  7.0      4.000000     4.690416
4        Jose Abreu  CWS  1B   4200 13.0      6.944444     8.397985
5    Tyler Saladino  CWS  2B   3300  0.0      6.214286     5.116768
6      Todd Frazier  CWS  3B   4400 16.0      7.307692     7.641822
7      Tim Anderson  CWS  SS   3500  2.0      6.888889     7.161079
8       Nelson Cruz  SEA  OF   5000 21.0     10.130435     8.187043
9  Michael Brantley  CLE  OF   5000 21.0     10.666667     7.403345
10    Melky Cabrera  CWS  OF   3900 10.0      5.875000     4.364631
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         18         0.0 0.00     4 0.332 0.141
5         14         0.0 0.00     1 0.305 0.079
6         13         0.0 0.00     5 0.282 0.193
7         18         0.0 0.00     2 0.251 0.100
8         23         0.0 0.00     4 0.409 0.279
9         15         0.0 0.00     3 0.376 0.216
10        16         0.0 0.00     3 0.292 0.096

[1] "Total fpts: 88.05 (92)"
        Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
2       Tom Koehler  MIA     P   6200  4.80      9.866667     9.420368
3     Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4       Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5   Jonathan Villar  MIL    2B   4700  0.00      8.347826     8.149784
6       Kyle Seager  SEA    3B   4900  5.00      6.400000     5.354781
7      Hernan Perez  MIL OF/SS   3600  2.00     11.307692    13.021678
8        Ryan Braun  MIL    OF   5100  2.00     11.181818     8.415611
9   Domingo Santana  MIL    OF   4000 32.00      7.176471     5.714404
10 Michael Conforto  NYM    OF   3600  5.00     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     2 0.530 0.488
5         23         0.0 0.00     1 0.275 0.126
6         20         0.0 0.00     5 0.337 0.141
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         17         0.0 0.00     5 0.296 0.191
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 87.65 (93)"
       Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60    24.5250000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25    25.4500000     3.739875
3   Kyle Higashioka  NYY     C   2500  0.00     0.6666667     1.154701
4      Chris Carter  NYY    1B   3700  8.00     4.1428571     4.525062
5       Jedd Gyorko  STL 2B/3B   3700  8.00    10.3076923     8.360469
6     Chase Headley  NYY    3B   3700  7.00     9.3333333     6.590397
7    Didi Gregorius  NYY    SS   3600 13.00           NaN           NA
8       Nelson Cruz  SEA    OF   5000 21.00    10.1304348     8.187043
9     Brett Gardner  NYY    OF   3700  3.00     8.4117647     8.951668
10  Kevin Kiermaier   TB    OF   3300  0.00     5.8181818     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          3         0.0 0.00     9 0.060 0.000
4          7         0.0 0.00     8 0.238 0.152
5         13         0.0 0.00     4 0.462 0.346
6         21         0.0 0.00     6 0.401 0.205
7          0         0.0 0.00     7 0.476 0.222
8         23         0.0 0.00     4 0.409 0.279
9         17         0.0 0.00     1 0.305 0.132
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 87.2 (94)"
       Lineup (125) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA   P   6200  4.8      9.866667     9.420368
3    Russell Martin  TOR   C   3500  7.0      6.411765     5.734314
4         Joe Mauer  MIN  1B   3700  2.0      5.333333     2.554175
5      Brian Dozier  MIN  2B   4800 10.0      7.882353     5.048296
6       Miguel Sano  MIN  3B   4300 28.0     10.555556     9.147306
7       Jean Segura  SEA  SS   4900  7.0     10.083333     8.815878
8        Max Kepler  MIN  OF   4000 16.0      7.625000     7.022583
9  Michael Conforto  NYM  OF   3600  5.0     12.166667    11.676187
10     Byron Buxton  MIN  OF   3500 14.0      4.266667     4.727830
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4         15         0.0 0.00     4 0.256 0.053
5         17         0.0 0.00     1 0.299 0.116
6         18         0.0 0.00     3 0.454 0.351
7         12         0.0 0.00     1 0.347 0.143
8         16         0.0 0.00     2 0.357 0.194
9         12         0.0 0.00     1 0.455 0.373
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 86.55 (95)"
       Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.90     17.800000     6.375147
2     Aaron Sanchez  TOR   P   8000  3.65           NaN           NA
3      Jason Castro  MIN   C   2900  3.00      4.666667     5.466149
4     Kennys Vargas  MIN  1B   3600  6.00     10.333333     7.571878
5   Jonathan Villar  MIL  2B   4700  0.00      8.347826     8.149784
6       Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7     Jorge Polanco  MIN  SS   3400  8.00      6.705882     4.870379
8  Michael Brantley  CLE  OF   5000 21.00     10.666667     7.403345
9     Eddie Rosario  MIN  OF   3500  5.00      5.882353     4.688848
10     Byron Buxton  MIN  OF   3500 14.00      4.266667     4.727830
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0         6.2 1.22    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4          3         0.0 0.00     5 0.406 0.231
5         23         0.0 0.00     1 0.275 0.126
6         20         0.0 0.00     5 0.337 0.141
7         17         0.0 0.00     7 0.294 0.108
8         15         0.0 0.00     3 0.376 0.216
9         17         0.0 0.00     8 0.283 0.104
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 86.45 (96)"
         Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.60     24.525000    6.8853105
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3       Brian McCann  HOU     C   3600 14.00      8.200000    5.9665736
4          Jay Bruce  NYM 1B/OF   3700 24.00      8.863636   10.3523425
5        Neil Walker  NYM    2B   3700  0.00      5.954545    6.3055325
6         Jose Reyes  NYM    3B   3600 10.00      5.800000    6.7869844
7       Aledmys Diaz  STL    SS   4400  4.00      6.529412   10.0069829
8        Nelson Cruz  SEA    OF   5000 21.00     10.130435    8.1870427
9  Curtis Granderson  NYM    OF   4100  0.00      4.150000    5.8153608
10  Michael Conforto  NYM    OF   3600  5.00     12.166667   11.6761866
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         22         0.0 0.00     3 0.378 0.259
5         22         0.0 0.00     4 0.273 0.121
6         20         0.0 0.00     2 0.252 0.111
7         17         0.0 0.00     2 0.273 0.182
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     5 0.182 0.096
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 86.45 (97)"
         Lineup (81) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.60     24.525000    6.8853105
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3        Kurt Suzuki  ATL     C   2900  0.00      6.750000    7.3824115
4    Freddie Freeman  ATL    1B   5300 16.00     13.380952   11.4476032
5       Adam Rosales  OAK 2B/SS   2400 12.00      5.200000    5.3612365
6         Jose Reyes  NYM    3B   3600 10.00      5.800000    6.7869844
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000    9.7682353
8          Matt Kemp  ATL    OF   4800  5.00     13.181818   14.3165511
9      Nick Markakis  ATL    OF   4300  5.00      7.428571    5.1339208
10     Jace Peterson  ATL    OF   3600  5.00      4.583333    3.8720052
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         15         0.0 0.00     1 0.298 0.160
6         20         0.0 0.00     2 0.252 0.111
7         20         0.0 0.00     2 0.407 0.303
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        12         0.0 0.00     7 0.309 0.106

[1] "Total fpts: 86.15 (98)"
         Lineup (6) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3     Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4   Freddie Freeman  ATL    1B   5300 16.00     13.380952    11.447603
5  Daniel Robertson   TB 2B/3B   2400  2.00      2.500000     2.828427
6     Evan Longoria   TB    3B   4100  0.00      7.260870     6.531166
7       Jean Segura  SEA    SS   4900  7.00     10.083333     8.815878
8   Kevin Kiermaier   TB    OF   3300  0.00      5.818182     7.102222
9   Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
10   Shane Peterson   TB    OF   2100  2.00      5.750000     2.659216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     3 0.521 0.395
5          8         0.0 0.00     9 0.272 0.111
6         23         0.0 0.00     3 0.308 0.175
7         12         0.0 0.00     1 0.347 0.143
8         22         0.0 0.00     2 0.278 0.083
9         19         0.0 0.00     1 0.425 0.314
10         8         0.0 0.00     8 0.330 0.143

[1] "Total fpts: 85.6 (99)"
         Lineup (136) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2           Chad Kuhl  PIT     P   5700  8.2      7.687500    17.673397
3  Welington Castillo  BAL     C   3700 11.0      6.625000     5.829523
4      Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5        Adam Rosales  OAK 2B/SS   2400 12.0      5.200000     5.361237
6       Manny Machado  BAL    3B   5000 10.0      7.636364     7.543811
7         Jean Segura  SEA    SS   4900  7.0     10.083333     8.815878
8         Mark Trumbo  BAL    OF   4500 11.0      5.863636     7.440529
9          Adam Jones  BAL    OF   4400 11.0      8.227273     6.465526
10       Joey Rickard  BAL    OF   3000 13.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         3.8 1.47    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         20         0.0 0.00     1 0.310 0.138
5         15         0.0 0.00     1 0.298 0.160
6         22         0.0 0.00     3 0.337 0.207
7         12         0.0 0.00     1 0.347 0.143
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.366 0.182
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: 84.75 (100)"
       Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Aaron Sanchez  TOR   P   8000  3.65           NaN           NA
2        Mike Leake  STL   P   7900 16.10     22.775000     7.105690
3       Kurt Suzuki  ATL   C   2900  0.00      6.750000     7.382412
4   Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5        Dee Gordon  MIA  2B   4400 15.00      7.421053     5.135019
6     Adonis Garcia  ATL  3B   4000  0.00      5.800000     5.578153
7       Alen Hanson  PIT  SS   3300  3.00           NaN           NA
8  Michael Brantley  CLE  OF   5000 21.00     10.666667     7.403345
9         Matt Kemp  ATL  OF   4800  5.00     13.181818    14.316551
10    Nick Markakis  ATL  OF   4300  5.00      7.428571     5.133921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          4         6.8 0.88    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         19         0.0 0.00     1 0.279 0.075
6         20         0.0 0.00     2 0.263 0.093
7          0         0.0 0.00     7 0.198 0.118
8         15         0.0 0.00     3 0.376 0.216
9         11         0.0 0.00     4 0.458 0.442
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 84.6 (101)"
         Lineup (43) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2           Joe Ross  WSH     P   7400  4.2           NaN           NA
3      Roberto Perez  CLE     C   2800 19.0      1.714286     1.889822
4     Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5    Jonathan Villar  MIL    2B   4700  0.0      8.347826     8.149784
6       Martin Prado  MIA    3B   3500  5.0      7.111111     4.935698
7   Francisco Lindor  CLE    SS   4800 25.0     10.450000     9.768235
8  Lonnie Chisenhall  CLE    OF   3600  7.0      7.875000     7.790791
9    Abraham Almonte  CLE    OF   3600 22.0      5.666667     3.773914
10   Kevin Kiermaier   TB    OF   3300  0.0      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         23         0.0 0.00     1 0.275 0.126
6          9         0.0 0.00     2 0.348 0.200
7         20         0.0 0.00     2 0.407 0.303
8          8         0.0 0.00     7 0.357 0.225
9         12         0.0 0.00     8 0.359 0.113
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 83.65 (102)"
        Lineup (63) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3      Geovany Soto  CWS   C   2500  4.00      4.333333     5.391351
4        Cody Asche  CWS  1B   2600  3.00      2.333333     2.958040
5    Tyler Saladino  CWS  2B   3300  0.00      6.214286     5.116768
6       Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7      Tim Anderson  CWS  SS   3500  2.00      6.888889     7.161079
8  Michael Brantley  CLE  OF   5000 21.00     10.666667     7.403345
9    Ender Inciarte  ATL  OF   4500 15.00      8.809524     8.908530
10     Leury Garcia  CWS  OF   2700  6.00      6.933333     6.295879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4          9         0.0 0.00     7 0.116 0.000
5         14         0.0 0.00     1 0.305 0.079
6         20         0.0 0.00     5 0.337 0.141
7         18         0.0 0.00     2 0.251 0.100
8         15         0.0 0.00     3 0.376 0.216
9         21         0.0 0.00     1 0.290 0.177
10        15         0.0 0.00     9 0.345 0.204

[1] "Total fpts: 82.8 (103)"
        Lineup (62) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2        Matt Garza  MIL     P   5000 23.4           NaN           NA
3      Jason Castro  MIN     C   2900  3.0      4.666667     5.466149
4       Eric Thames  MIL    1B   5100  3.0     14.285714     9.864800
5   Jonathan Villar  MIL    2B   4700  0.0      8.347826     8.149784
6    Mike Moustakas   KC    3B   3100  3.0      8.823529     6.644879
7      Hernan Perez  MIL OF/SS   3600  2.0     11.307692    13.021678
8        Ryan Braun  MIL    OF   5100  2.0     11.181818     8.415611
9       Nelson Cruz  SEA    OF   5000 21.0     10.130435     8.187043
10  Domingo Santana  MIL    OF   4000 32.0      7.176471     5.714404
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0         4.0 1.75    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         21         0.0 0.00     2 0.530 0.488
5         23         0.0 0.00     1 0.275 0.126
6         17         0.0 0.00     2 0.370 0.300
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         23         0.0 0.00     4 0.409 0.279
10        17         0.0 0.00     5 0.296 0.191

[1] "Total fpts: 81.95 (104)"
         Lineup (66) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.90     17.800000    6.3751471
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3      Yadier Molina  STL     C   3400  0.00      5.411765    4.2874646
4     Matt Carpenter  STL    1B   4500 20.00      6.000000    5.0990195
5        Jedd Gyorko  STL 2B/3B   3700  8.00     10.307692    8.3604686
6      Evan Longoria   TB    3B   4100  0.00      7.260870    6.5311658
7        Jean Segura  SEA    SS   4900  7.00     10.083333    8.8158775
8   Stephen Piscotty  STL    OF   4400  4.00      7.722222    7.2501972
9     Randal Grichuk  STL    OF   4000  2.00      6.684211    6.3687835
10  Michael Conforto  NYM    OF   3600  5.00     12.166667   11.6761866
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         23         0.0 0.00     3 0.308 0.175
7         12         0.0 0.00     1 0.347 0.143
8         18         0.0 0.00     5 0.341 0.152
9         19         0.0 0.00     7 0.288 0.154
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 81.85 (105)"
        Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Aaron Sanchez  TOR     P   8000  3.65           NaN           NA
2           Joe Ross  WSH     P   7400  4.20           NaN           NA
3       Brian McCann  HOU     C   3600 14.00      8.200000     5.966574
4     Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5      Robinson Cano  SEA    2B   5200  7.00      8.083333     7.580964
6        Kyle Seager  SEA    3B   4900  5.00      6.400000     5.354781
7       Tim Anderson  CWS    SS   3500  2.00      6.888889     7.161079
8        Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9          Ben Gamel  SEA    OF   3700  5.00      8.750000     8.539126
10 Guillermo Heredia  SEA    OF   3400 11.00      6.583333     7.633161
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         20         0.0 0.00     1 0.310 0.138
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         18         0.0 0.00     2 0.251 0.100
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10        12         0.0 0.00     6 0.340 0.156

[1] "Total fpts: 81.65 (106)"
        Lineup (34) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3    Salvador Perez   KC   C   3300 19.00      7.000000     6.987384
4       Eric Hosmer   KC  1B   3800  5.00      4.950000     4.211201
5       Brad Miller   TB  2B   3500  6.00      7.400000     7.570024
6    Mike Moustakas   KC  3B   3100  3.00      8.823529     6.644879
7      Aledmys Diaz  STL  SS   4400  4.00      6.529412    10.006983
8      Lorenzo Cain   KC  OF   4000 14.00      7.210526     4.894202
9       Alex Gordon   KC  OF   3600  3.00      4.550000     3.648720
10  Kevin Kiermaier   TB  OF   3300  0.00      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         18         0.0 0.00     5 0.324 0.260
4         20         0.0 0.00     4 0.263 0.071
5         20         0.0 0.00     4 0.326 0.143
6         17         0.0 0.00     2 0.370 0.300
7         17         0.0 0.00     2 0.273 0.182
8         19         0.0 0.00     3 0.342 0.053
9         20         0.0 0.00     6 0.235 0.036
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 81.65 (107)"
        Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU   P   9400 34.25     25.450000     3.739875
3          AJ Ellis  MIA   C   2600  7.00      3.500000     3.872983
4        Jose Abreu  CWS  1B   4200 13.00      6.944444     8.397985
5    Tyler Saladino  CWS  2B   3300  0.00      6.214286     5.116768
6      Todd Frazier  CWS  3B   4400 16.00      7.307692     7.641822
7      Aledmys Diaz  STL  SS   4400  4.00      6.529412    10.006983
8     Melky Cabrera  CWS  OF   3900 10.00      5.875000     4.364631
9    Avisail Garcia  CWS  OF   3200  0.00     10.947368     9.107224
10  Corey Dickerson   TB  OF   3200  4.00      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          4         0.0 0.00     7 0.154 0.000
4         18         0.0 0.00     4 0.332 0.141
5         14         0.0 0.00     1 0.305 0.079
6         13         0.0 0.00     5 0.282 0.193
7         17         0.0 0.00     2 0.273 0.182
8         16         0.0 0.00     3 0.292 0.096
9         19         0.0 0.00     6 0.448 0.259
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 81.2 (108)"
       Lineup (141) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3      Josh Phegley  OAK     C   2900  7.0      4.000000     4.690416
4        Joey Votto  CIN    1B   4800  8.0     10.227273     8.422938
5      Jose Ramirez  CLE 2B/3B   4500  7.0     10.388889    10.666820
6    Eugenio Suarez  CIN    3B   3500  9.0     10.150000     9.201115
7       Zack Cozart  CIN    SS   3400  0.0      9.315789     5.991222
8       Nelson Cruz  SEA    OF   5000 21.0     10.130435     8.187043
9       Adam Duvall  CIN    OF   4200 24.0      8.500000     9.383636
10   Billy Hamilton  CIN    OF   4100  7.0      7.200000     6.254262
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         22         0.0 0.00     3 0.381 0.341
5         18         0.0 0.00     5 0.418 0.276
6         20         0.0 0.00     5 0.442 0.295
7         19         0.0 0.00     2 0.474 0.273
8         23         0.0 0.00     4 0.409 0.279
9         20         0.0 0.00     4 0.317 0.286
10        20         0.0 0.00     1 0.220 0.033

[1] "Total fpts: 81.05 (109)"
         Lineup (60) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           Joe Ross  WSH   P   7400  4.20           NaN           NA
2  Jordan Zimmermann  DET   P   5800 13.85      6.550000     7.731106
3      Yadier Molina  STL   C   3400  0.00      5.411765     4.287465
4        Eric Thames  MIL  1B   5100  3.00     14.285714     9.864800
5      Robinson Cano  SEA  2B   5200  7.00      8.083333     7.580964
6        Kyle Seager  SEA  3B   4900  5.00      6.400000     5.354781
7        Jean Segura  SEA  SS   4900  7.00     10.083333     8.815878
8        Nelson Cruz  SEA  OF   5000 21.00     10.130435     8.187043
9     Ender Inciarte  ATL  OF   4500 15.00      8.809524     8.908530
10         Ben Gamel  SEA  OF   3700  5.00      8.750000     8.539126
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         3.9 1.37    NA 0.000 0.000
2          4         5.7 1.59    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     2 0.530 0.488
5         24         0.0 0.00     3 0.327 0.182
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9         21         0.0 0.00     1 0.290 0.177
10         4         0.0 0.00     2 0.378 0.267

[1] "Total fpts: 80.25 (110)"
        Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           Joe Ross  WSH     P   7400  4.20           NaN           NA
2  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
3        Kurt Suzuki  ATL     C   2900  0.00      6.750000    7.3824115
4    Freddie Freeman  ATL    1B   5300 16.00     13.380952   11.4476032
5       Jose Ramirez  CLE 2B/3B   4500  7.00     10.388889   10.6668199
6      Adonis Garcia  ATL    3B   4000  0.00      5.800000    5.5781529
7        Trea Turner  WSH    SS   4700  7.00     14.181818   13.4299530
8        Nelson Cruz  SEA    OF   5000 21.00     10.130435    8.1870427
9          Matt Kemp  ATL    OF   4800  5.00     13.181818   14.3165511
10     Nick Markakis  ATL    OF   4300  5.00      7.428571    5.1339208
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         3.9 1.37    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         18         0.0 0.00     5 0.418 0.276
6         20         0.0 0.00     2 0.263 0.093
7         11         0.0 0.00     1 0.401 0.246
8         23         0.0 0.00     4 0.409 0.279
9         11         0.0 0.00     4 0.458 0.442
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 78.65 (111)"
        Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3     Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4       Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5   Whit Merrifield   KC 2B/OF   3400 14.00      6.375000     7.288690
6    Mike Moustakas   KC    3B   3100  3.00      8.823529     6.644879
7   Alcides Escobar   KC    SS   3200  5.00      3.000000     3.418217
8    Ender Inciarte  ATL    OF   4500 15.00      8.809524     8.908530
9      Brandon Moss   KC    OF   3500  8.00      6.066667     6.181385
10  Jorge Bonifacio   KC    OF   3000  3.00      7.000000     6.284903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         21         0.0 0.00     2 0.530 0.488
5          8         0.0 0.00     1 0.321 0.167
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     9 0.186 0.051
8         21         0.0 0.00     1 0.290 0.177
9         15         0.0 0.00     8 0.257 0.214
10         5         0.0 0.00     7 0.359 0.150

[1] "Total fpts: 77.5 (112)"
        Lineup (87) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10500 20.9     17.800000     6.375147
2    Bronson Arroyo  CIN   P   4700 -0.4      9.912500    12.307340
3      Brian McCann  HOU   C   3600 14.0      8.200000     5.966574
4       Eric Thames  MIL  1B   5100  3.0     14.285714     9.864800
5       Jose Altuve  HOU  2B   5300  6.0     10.250000     8.638195
6    Trevor Plouffe  OAK  3B   3400  5.0      5.619048     5.911651
7     Carlos Correa  HOU  SS   5100 12.0      5.789474     4.516377
8   George Springer  HOU  OF   4900 10.0      9.166667     8.638151
9      Josh Reddick  HOU  OF   3800  2.0      7.055556     8.242446
10 Michael Conforto  NYM  OF   3600  5.0     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         5.3 1.24    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         21         0.0 0.00     2 0.530 0.488
5         20         0.0 0.00     3 0.382 0.153
6         21         0.0 0.00     2 0.277 0.152
7         19         0.0 0.00     4 0.286 0.110
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 75.7 (113)"
     Lineup (138) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2     Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3     Kurt Suzuki  ATL     C   2900  0.0      6.750000     7.382412
4  Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5    Jose Ramirez  CLE 2B/3B   4500  7.0     10.388889    10.666820
6    Todd Frazier  CWS    3B   4400 16.0      7.307692     7.641822
7  Dansby Swanson  ATL    SS   3800  3.0      4.550000     5.276313
8       Matt Kemp  ATL    OF   4800  5.0     13.181818    14.316551
9   Nick Markakis  ATL    OF   4300  5.0      7.428571     5.133921
10  Jace Peterson  ATL    OF   3600  5.0      4.583333     3.872005
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         20         0.0 0.00     1 0.310 0.138
5         18         0.0 0.00     5 0.418 0.276
6         13         0.0 0.00     5 0.282 0.193
7         20         0.0 0.00     8 0.193 0.081
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        12         0.0 0.00     7 0.309 0.106

[1] "Total fpts: 74.85 (114)"
       Lineup (121) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Aaron Sanchez  TOR     P   8000  3.65           NaN           NA
2          Joe Ross  WSH     P   7400  4.20           NaN           NA
3     Yadier Molina  STL     C   3400  0.00      5.411765     4.287465
4    Matt Carpenter  STL    1B   4500 20.00      6.000000     5.099020
5       Jedd Gyorko  STL 2B/3B   3700  8.00     10.307692     8.360469
6       Kyle Seager  SEA    3B   4900  5.00      6.400000     5.354781
7      Aledmys Diaz  STL    SS   4400  4.00      6.529412    10.006983
8       Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9  Stephen Piscotty  STL    OF   4400  4.00      7.722222     7.250197
10    Nick Markakis  ATL    OF   4300  5.00      7.428571     5.133921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         20         0.0 0.00     5 0.337 0.141
7         17         0.0 0.00     2 0.273 0.182
8         23         0.0 0.00     4 0.409 0.279
9         18         0.0 0.00     5 0.341 0.152
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 73.1 (115)"
      Lineup (115) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2         Joe Ross  WSH     P   7400  4.2           NaN           NA
3      Evan Gattis  HOU     C   4200  7.0      8.428571     6.880455
4      Eric Thames  MIL    1B   5100  3.0     14.285714     9.864800
5      Brad Miller   TB    2B   3500  6.0      7.400000     7.570024
6  Marwin Gonzalez  HOU 3B/OF   3200 18.0      8.153846     6.841615
7     Tim Anderson  CWS    SS   3500  2.0      6.888889     7.161079
8  George Springer  HOU    OF   4900 10.0      9.166667     8.638151
9     Josh Reddick  HOU    OF   3800  2.0      7.055556     8.242446
10  Norichika Aoki  HOU    OF   3400  0.0      6.000000     6.535617
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         14         0.0 0.00     7 0.402 0.192
4         21         0.0 0.00     2 0.530 0.488
5         20         0.0 0.00     4 0.326 0.143
6         13         0.0 0.00     8 0.329 0.260
7         18         0.0 0.00     2 0.251 0.100
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        15         0.0 0.00     9 0.336 0.089

[1] "Total fpts: 71.65 (116)"
        Lineup (17) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.60     24.525000     6.885310
2    Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Derek Norris   TB     C   2700  3.00      4.529412     5.489964
4       Eric Thames  MIL    1B   5100  3.00     14.285714     9.864800
5  Daniel Robertson   TB 2B/3B   2400  2.00      2.500000     2.828427
6       Kyle Seager  SEA    3B   4900  5.00      6.400000     5.354781
7  Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8   Kevin Kiermaier   TB    OF   3300  0.00      5.818182     7.102222
9   Corey Dickerson   TB    OF   3200  4.00      9.526316     6.653056
10   Shane Peterson   TB    OF   2100  2.00      5.750000     2.659216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3         17         0.0 0.00     7 0.207 0.076
4         21         0.0 0.00     2 0.530 0.488
5          8         0.0 0.00     9 0.272 0.111
6         20         0.0 0.00     5 0.337 0.141
7         20         0.0 0.00     2 0.407 0.303
8         22         0.0 0.00     2 0.278 0.083
9         19         0.0 0.00     1 0.425 0.314
10         8         0.0 0.00     8 0.330 0.143

[1] "Total fpts: 70 (117)"
        Lineup (58) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2    Bronson Arroyo  CIN     P   4700 -0.4      9.912500    12.307340
3      Geovany Soto  CWS     C   2500  4.0      4.333333     5.391351
4   Freddie Freeman  ATL    1B   5300 16.0     13.380952    11.447603
5     Josh Harrison  PIT 2B/3B   3500  7.0      7.111111     5.571871
6     Adonis Garcia  ATL    3B   4000  0.0      5.800000     5.578153
7  Francisco Lindor  CLE    SS   4800 25.0     10.450000     9.768235
8         Matt Kemp  ATL    OF   4800  5.0     13.181818    14.316551
9    Ender Inciarte  ATL    OF   4500 15.0      8.809524     8.908530
10    Nick Markakis  ATL    OF   4300  5.0      7.428571     5.133921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         5.3 1.24    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4         21         0.0 0.00     3 0.521 0.395
5         18         0.0 0.00     1 0.363 0.120
6         20         0.0 0.00     2 0.263 0.093
7         20         0.0 0.00     2 0.407 0.303
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     1 0.290 0.177
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 68.3 (118)"
        Lineup (78) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2      Chris Archer   TB     P  10500 20.9     17.800000     6.375147
3      Jason Castro  MIN     C   2900  3.0      4.666667     5.466149
4        Ryon Healy  OAK 1B/3B   3300  5.0      5.750000     7.062689
5      Adam Rosales  OAK 2B/SS   2400 12.0      5.200000     5.361237
6    Trevor Plouffe  OAK    3B   3400  5.0      5.619048     5.911651
7      Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8       Nelson Cruz  SEA    OF   5000 21.0     10.130435     8.187043
9       Khris Davis  OAK    OF   3800  4.0      9.476190     8.530059
10     Ryan LaMarre  OAK    OF   2700  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          5         6.4 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         20         0.0 0.00     3 0.300 0.178
5         15         0.0 0.00     1 0.298 0.160
6         21         0.0 0.00     2 0.277 0.152
7         17         0.0 0.00     2 0.273 0.182
8         23         0.0 0.00     4 0.409 0.279
9         21         0.0 0.00     4 0.425 0.400
10         0         0.0 0.00     9 0.144 0.000

[1] "Total fpts: 68.2 (119)"
       Lineup (145) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA   P   6200  4.8      9.866667     9.420368
3      Jason Castro  MIN   C   2900  3.0      4.666667     5.466149
4       Eric Thames  MIL  1B   5100  3.0     14.285714     9.864800
5        Dee Gordon  MIA  2B   4400 15.0      7.421053     5.135019
6     Manny Machado  BAL  3B   5000 10.0      7.636364     7.543811
7          JJ Hardy  BAL  SS   3100  4.0      4.000000     5.553567
8       Mark Trumbo  BAL  OF   4500 11.0      5.863636     7.440529
9        Adam Jones  BAL  OF   4400 11.0      8.227273     6.465526
10     Joey Rickard  BAL  OF   3000 13.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         21         0.0 0.00     2 0.530 0.488
5         19         0.0 0.00     1 0.279 0.075
6         22         0.0 0.00     3 0.337 0.207
7         20         0.0 0.00     9 0.214 0.081
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.366 0.182
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: 67.2 (120)"
       Lineup (149) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3      Jason Castro  MIN     C   2900  3.0      4.666667     5.466149
4    Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5      Brian Dozier  MIN    2B   4800 10.0      7.882353     5.048296
6       Kyle Seager  SEA    3B   4900  5.0      6.400000     5.354781
7     Jorge Polanco  MIN    SS   3400  8.0      6.705882     4.870379
8    Ender Inciarte  ATL    OF   4500 15.0      8.809524     8.908530
9     Eddie Rosario  MIN    OF   3500  5.0      5.882353     4.688848
10     Byron Buxton  MIN    OF   3500 14.0      4.266667     4.727830
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.312 0.146
4         20         0.0 0.00     1 0.310 0.138
5         17         0.0 0.00     1 0.299 0.116
6         20         0.0 0.00     5 0.337 0.141
7         17         0.0 0.00     7 0.294 0.108
8         21         0.0 0.00     1 0.290 0.177
9         17         0.0 0.00     8 0.283 0.104
10        15         0.0 0.00     9 0.207 0.031

[1] "Total fpts: 66.65 (121)"
      Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Wade Miley  BAL   P   8200 11.45     24.575000     8.358479
2         Joe Ross  WSH   P   7400  4.20           NaN           NA
3      Kurt Suzuki  ATL   C   2900  0.00      6.750000     7.382412
4  Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5  Jonathan Villar  MIL  2B   4700  0.00      8.347826     8.149784
6     Todd Frazier  CWS  3B   4400 16.00      7.307692     7.641822
7     Aledmys Diaz  STL  SS   4400  4.00      6.529412    10.006983
8        Matt Kemp  ATL  OF   4800  5.00     13.181818    14.316551
9    Nick Markakis  ATL  OF   4300  5.00      7.428571     5.133921
10   Jace Peterson  ATL  OF   3600  5.00      4.583333     3.872005
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 1.00    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         23         0.0 0.00     1 0.275 0.126
6         13         0.0 0.00     5 0.282 0.193
7         17         0.0 0.00     2 0.273 0.182
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        12         0.0 0.00     7 0.309 0.106

[1] "Total fpts: 65.3 (122)"
        Lineup (21) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2      Chris Archer   TB     P  10500 20.9     17.800000     6.375147
3      Josh Phegley  OAK     C   2900  7.0      4.000000     4.690416
4        Ryon Healy  OAK 1B/3B   3300  5.0      5.750000     7.062689
5        Jed Lowrie  OAK    2B   2800  0.0      7.380952     6.375549
6    Trevor Plouffe  OAK    3B   3400  5.0      5.619048     5.911651
7  Francisco Lindor  CLE    SS   4800 25.0     10.450000     9.768235
8       Khris Davis  OAK    OF   3800  4.0      9.476190     8.530059
9  Michael Conforto  NYM    OF   3600  5.0     12.166667    11.676187
10  Kevin Kiermaier   TB    OF   3300  0.0      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          5         6.4 1.38    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         20         0.0 0.00     3 0.300 0.178
5         21         0.0 0.00     5 0.375 0.165
6         21         0.0 0.00     2 0.277 0.152
7         20         0.0 0.00     2 0.407 0.303
8         21         0.0 0.00     4 0.425 0.400
9         12         0.0 0.00     1 0.455 0.373
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 65.2 (123)"
        Lineup (65) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3     Yadier Molina  STL     C   3400  0.0      5.411765     4.287465
4    Matt Carpenter  STL    1B   4500 20.0      6.000000     5.099020
5       Jedd Gyorko  STL 2B/3B   3700  8.0     10.307692     8.360469
6    Trevor Plouffe  OAK    3B   3400  5.0      5.619048     5.911651
7      Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8  Michael Brantley  CLE    OF   5000 21.0     10.666667     7.403345
9  Stephen Piscotty  STL    OF   4400  4.0      7.722222     7.250197
10 Michael Conforto  NYM    OF   3600  5.0     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         21         0.0 0.00     2 0.277 0.152
7         17         0.0 0.00     2 0.273 0.182
8         15         0.0 0.00     3 0.376 0.216
9         18         0.0 0.00     5 0.341 0.152
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: 59.8 (124)"
       Lineup (146) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2        Matt Garza  MIL   P   5000 23.4           NaN           NA
3      Josh Phegley  OAK   C   2900  7.0      4.000000     4.690416
4       Eric Thames  MIL  1B   5100  3.0     14.285714     9.864800
5       Jose Altuve  HOU  2B   5300  6.0     10.250000     8.638195
6    Mike Moustakas   KC  3B   3100  3.0      8.823529     6.644879
7     Carlos Correa  HOU  SS   5100 12.0      5.789474     4.516377
8   George Springer  HOU  OF   4900 10.0      9.166667     8.638151
9      Josh Reddick  HOU  OF   3800  2.0      7.055556     8.242446
10   Norichika Aoki  HOU  OF   3400  0.0      6.000000     6.535617
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0         4.0 1.75    NA 0.000 0.000
3          6         0.0 0.00     6 0.277 0.222
4         21         0.0 0.00     2 0.530 0.488
5         20         0.0 0.00     3 0.382 0.153
6         17         0.0 0.00     2 0.370 0.300
7         19         0.0 0.00     4 0.286 0.110
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        15         0.0 0.00     9 0.336 0.089

[1] "Total fpts: 57.85 (125)"
       Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Aaron Sanchez  TOR   P   8000  3.65           NaN           NA
2         Joe Ross  WSH   P   7400  4.20           NaN           NA
3   Russell Martin  TOR   C   3500  7.00      6.411765     5.734314
4  Freddie Freeman  ATL  1B   5300 16.00     13.380952    11.447603
5  Jonathan Villar  MIL  2B   4700  0.00      8.347826     8.149784
6    Adonis Garcia  ATL  3B   4000  0.00      5.800000     5.578153
7     Tim Anderson  CWS  SS   3500  2.00      6.888889     7.161079
8        Matt Kemp  ATL  OF   4800  5.00     13.181818    14.316551
9   Ender Inciarte  ATL  OF   4500 15.00      8.809524     8.908530
10   Nick Markakis  ATL  OF   4300  5.00      7.428571     5.133921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4         21         0.0 0.00     3 0.521 0.395
5         23         0.0 0.00     1 0.275 0.126
6         20         0.0 0.00     2 0.263 0.093
7         18         0.0 0.00     2 0.251 0.100
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     1 0.290 0.177
10        21         0.0 0.00     5 0.366 0.131

[1] "Total fpts: 57.2 (126)"
         Lineup (133) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2         Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3  Welington Castillo  BAL     C   3700 11.0      6.625000     5.829523
4        Trey Mancini  BAL 1B/OF   3300  4.0      9.727273    13.023755
5         Jedd Gyorko  STL 2B/3B   3700  8.0     10.307692     8.360469
6       Manny Machado  BAL    3B   5000 10.0      7.636364     7.543811
7        Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8         Mark Trumbo  BAL    OF   4500 11.0      5.863636     7.440529
9          Adam Jones  BAL    OF   4400 11.0      8.227273     6.465526
10    Kevin Kiermaier   TB    OF   3300  0.0      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         16         0.0 0.00     5 0.328 0.141
4         11         0.0 0.00     6 0.367 0.378
5         13         0.0 0.00     4 0.462 0.346
6         22         0.0 0.00     3 0.337 0.207
7         17         0.0 0.00     2 0.273 0.182
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.366 0.182
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 53.2 (127)"
        Lineup (80) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA     P   6200  4.8      9.866667     9.420368
3        Jett Bandy  MIL     C   2800  0.0     10.583333     7.115391
4       Eric Thames  MIL    1B   5100  3.0     14.285714     9.864800
5       Brad Miller   TB    2B   3500  6.0      7.400000     7.570024
6     Manny Machado  BAL    3B   5000 10.0      7.636364     7.543811
7      Hernan Perez  MIL OF/SS   3600  2.0     11.307692    13.021678
8        Ryan Braun  MIL    OF   5100  2.0     11.181818     8.415611
9   Domingo Santana  MIL    OF   4000 32.0      7.176471     5.714404
10  Kevin Kiermaier   TB    OF   3300  0.0      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3         12         0.0 0.00     6 0.451 0.326
4         21         0.0 0.00     2 0.530 0.488
5         20         0.0 0.00     4 0.326 0.143
6         22         0.0 0.00     3 0.337 0.207
7         13         0.0 0.00     4 0.394 0.316
8         22         0.0 0.00     3 0.419 0.310
9         17         0.0 0.00     5 0.296 0.191
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: 51.3 (128)"
       Lineup (104) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2      Chris Archer   TB     P  10500 20.9     17.800000     6.375147
3      Geovany Soto  CWS     C   2500  4.0      4.333333     5.391351
4        Cody Asche  CWS    1B   2600  3.0      2.333333     2.958040
5      Jose Ramirez  CLE 2B/3B   4500  7.0     10.388889    10.666820
6     Manny Machado  BAL    3B   5000 10.0      7.636364     7.543811
7      Tim Anderson  CWS    SS   3500  2.0      6.888889     7.161079
8  Michael Conforto  NYM    OF   3600  5.0     12.166667    11.676187
9    Avisail Garcia  CWS    OF   3200  0.0     10.947368     9.107224
10     Leury Garcia  CWS    OF   2700  6.0      6.933333     6.295879
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          5         6.4 1.38    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4          9         0.0 0.00     7 0.116 0.000
5         18         0.0 0.00     5 0.418 0.276
6         22         0.0 0.00     3 0.337 0.207
7         18         0.0 0.00     2 0.251 0.100
8         12         0.0 0.00     1 0.455 0.373
9         19         0.0 0.00     6 0.448 0.259
10        15         0.0 0.00     9 0.345 0.204

[1] "Total fpts: 46.6 (129)"
       Lineup (116) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2          Joe Ross  WSH     P   7400  4.2           NaN           NA
3     Yadier Molina  STL     C   3400  0.0      5.411765     4.287465
4    Matt Carpenter  STL    1B   4500 20.0      6.000000     5.099020
5       Jedd Gyorko  STL 2B/3B   3700  8.0     10.307692     8.360469
6    Mike Moustakas   KC    3B   3100  3.0      8.823529     6.644879
7      Tim Anderson  CWS    SS   3500  2.0      6.888889     7.161079
8  Christian Yelich  MIA    OF   4500 10.0      9.190476     8.035042
9  Stephen Piscotty  STL    OF   4400  4.0      7.722222     7.250197
10   Randal Grichuk  STL    OF   4000  2.0      6.684211     6.368784
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         17         0.0 0.00     6 0.314 0.105
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         17         0.0 0.00     2 0.370 0.300
7         18         0.0 0.00     2 0.251 0.100
8         21         0.0 0.00     3 0.332 0.141
9         18         0.0 0.00     5 0.341 0.152
10        19         0.0 0.00     7 0.288 0.154

[1] "Total fpts: 44.6 (130)"
        Lineup (61) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2         Chad Kuhl  PIT   P   5700  8.2      7.687500    17.673397
3       Kurt Suzuki  ATL   C   2900  0.0      6.750000     7.382412
4   Freddie Freeman  ATL  1B   5300 16.0     13.380952    11.447603
5       Brad Miller   TB  2B   3500  6.0      7.400000     7.570024
6     Adonis Garcia  ATL  3B   4000  0.0      5.800000     5.578153
7       Jean Segura  SEA  SS   4900  7.0     10.083333     8.815878
8         Matt Kemp  ATL  OF   4800  5.0     13.181818    14.316551
9     Nick Markakis  ATL  OF   4300  5.0      7.428571     5.133921
10  Corey Dickerson   TB  OF   3200  4.0      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         3.8 1.47    NA 0.000 0.000
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         20         0.0 0.00     4 0.326 0.143
6         20         0.0 0.00     2 0.263 0.093
7         12         0.0 0.00     1 0.347 0.143
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 42.6 (131)"
        Lineup (73) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM   P  11400 -6.6     24.525000     6.885310
2          Joe Ross  WSH   P   7400  4.2           NaN           NA
3    Russell Martin  TOR   C   3500  7.0      6.411765     5.734314
4      Rickie Weeks   TB  1B   2600  0.0      5.625000     5.780200
5       Brad Miller   TB  2B   3500  6.0      7.400000     7.570024
6     Evan Longoria   TB  3B   4100  0.0      7.260870     6.531166
7       Jean Segura  SEA  SS   4900  7.0     10.083333     8.815878
8  Michael Brantley  CLE  OF   5000 21.0     10.666667     7.403345
9   Kevin Kiermaier   TB  OF   3300  0.0      5.818182     7.102222
10  Corey Dickerson   TB  OF   3200  4.0      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4          8         0.0 0.00     5 0.323 0.143
5         20         0.0 0.00     4 0.326 0.143
6         23         0.0 0.00     3 0.308 0.175
7         12         0.0 0.00     1 0.347 0.143
8         15         0.0 0.00     3 0.376 0.216
9         22         0.0 0.00     2 0.278 0.083
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: 32.6 (132)"
       Lineup (142) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2          Joe Ross  WSH     P   7400  4.2           NaN           NA
3      Brian McCann  HOU     C   3600 14.0      8.200000     5.966574
4    Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5  Daniel Robertson   TB 2B/3B   2400  2.0      2.500000     2.828427
6     Evan Longoria   TB    3B   4100  0.0      7.260870     6.531166
7      Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8   Kevin Kiermaier   TB    OF   3300  0.0      5.818182     7.102222
9   Corey Dickerson   TB    OF   3200  4.0      9.526316     6.653056
10   Shane Peterson   TB    OF   2100  2.0      5.750000     2.659216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0         3.9 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         20         0.0 0.00     1 0.310 0.138
5          8         0.0 0.00     9 0.272 0.111
6         23         0.0 0.00     3 0.308 0.175
7         17         0.0 0.00     2 0.273 0.182
8         22         0.0 0.00     2 0.278 0.083
9         19         0.0 0.00     1 0.425 0.314
10         8         0.0 0.00     8 0.330 0.143

[1] "Total fpts: NA (133)"
         Lineup (20) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU    P   9400 34.25     25.450000    3.7398752
2  Jordan Montgomery  NYY    P   6900 15.05     14.633333    0.9237604
3     Russell Martin  TOR    C   3500  7.00      6.411765    5.7343136
4        Eric Thames  MIL   1B   5100  3.00     14.285714    9.8648003
5      Robinson Cano  SEA   2B   5200  7.00      8.083333    7.5809640
6     Mike Moustakas   KC   3B   3100  3.00      8.823529    6.6448786
7        Jean Segura  SEA   SS   4900  7.00     10.083333    8.8158775
8        Nelson Cruz  SEA   OF   5000 21.00     10.130435    8.1870427
9          Ben Gamel  SEA   OF   3700  5.00      8.750000    8.5391256
10       Boog Powell <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.4 0.84    NA 0.000 0.000
2          3         5.6 1.50    NA 0.000 0.000
3         17         0.0 0.00     5 0.342 0.180
4         21         0.0 0.00     2 0.530 0.488
5         24         0.0 0.00     3 0.327 0.182
6         17         0.0 0.00     2 0.370 0.300
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (134)"
        Lineup (33) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3     Roberto Perez  CLE     C   2800 19.0      1.714286     1.889822
4    Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5        Dee Gordon  MIA    2B   4400 15.0      7.421053     5.135019
6    Mike Moustakas   KC    3B   3100  3.0      8.823529     6.644879
7  Francisco Lindor  CLE    SS   4800 25.0     10.450000     9.768235
8  Michael Brantley  CLE    OF   5000 21.0     10.666667     7.403345
9   Abraham Almonte  CLE    OF   3600 22.0      5.666667     3.773914
10  Corey Dickerson   TB    OF   3200  4.0      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         19         0.0 0.00     1 0.279 0.075
6         17         0.0 0.00     2 0.370 0.300
7         20         0.0 0.00     2 0.407 0.303
8         15         0.0 0.00     3 0.376 0.216
9         12         0.0 0.00     8 0.359 0.113
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: NA (135)"
       Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10500 20.90     17.800000     6.375147
2   Dallas Keuchel  HOU     P   9400 34.25     25.450000     3.739875
3      Carlos Ruiz  SEA     C   3200  3.00      3.428571     4.117327
4  Freddie Freeman  ATL    1B   5300 16.00     13.380952    11.447603
5    Robinson Cano  SEA    2B   5200  7.00      8.083333     7.580964
6     Miguel Rojas  MIA 3B/SS   2300  7.00      6.000000     6.018490
7      Jean Segura  SEA    SS   4900  7.00     10.083333     8.815878
8        Ben Gamel  SEA    OF   3700  5.00      8.750000     8.539126
9      Boog Powell <NA>  <NA>     NA    NA           NaN           NA
10  Shane Peterson   TB    OF   2100  2.00      5.750000     2.659216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          4         7.4 0.84    NA 0.000 0.000
3          7         0.0 0.00     8 0.283 0.059
4         21         0.0 0.00     3 0.521 0.395
5         24         0.0 0.00     3 0.327 0.182
6         10         0.0 0.00     8 0.302 0.047
7         12         0.0 0.00     1 0.347 0.143
8          4         0.0 0.00     2 0.378 0.267
9          0          NA   NA    NA    NA    NA
10         8         0.0 0.00     8 0.330 0.143

[1] "Total fpts: NA (136)"
        Lineup (38) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3       Kurt Suzuki  ATL     C   2900  0.0      6.750000     7.382412
4   Freddie Freeman  ATL    1B   5300 16.0     13.380952    11.447603
5       Jedd Gyorko  STL 2B/3B   3700  8.0     10.307692     8.360469
6     Adonis Garcia  ATL    3B   4000  0.0      5.800000     5.578153
7      Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8         Matt Kemp  ATL    OF   4800  5.0     13.181818    14.316551
9     Nick Markakis  ATL    OF   4300  5.0      7.428571     5.133921
10  Kevin Kiermaier   TB    OF   3300  0.0      5.818182     7.102222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         13         0.0 0.00     4 0.462 0.346
6         20         0.0 0.00     2 0.263 0.093
7         17         0.0 0.00     2 0.273 0.182
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        22         0.0 0.00     2 0.278 0.083

[1] "Total fpts: NA (137)"
         Lineup (44) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2   Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3      Roberto Perez  CLE     C   2800 19.0      1.714286     1.889822
4     Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5       Jason Kipnis  CLE    2B   4900 14.0      2.571429     2.935821
6        Kyle Seager  SEA    3B   4900  5.0      6.400000     5.354781
7        Jean Segura  SEA    SS   4900  7.0     10.083333     8.815878
8  Lonnie Chisenhall  CLE    OF   3600  7.0      7.875000     7.790791
9    Abraham Almonte  CLE    OF   3600 22.0      5.666667     3.773914
10   Corey Dickerson   TB    OF   3200  4.0      9.526316     6.653056
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5          7         0.0 0.00     6 0.174 0.000
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8          8         0.0 0.00     7 0.357 0.225
9         12         0.0 0.00     8 0.359 0.113
10        19         0.0 0.00     1 0.425 0.314

[1] "Total fpts: NA (138)"
         Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jordan Montgomery  NYY     P   6900 15.05     14.633333    0.9237604
2   Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3      Roberto Perez  CLE     C   2800 19.00      1.714286    1.8898224
4     Carlos Santana  CLE 1B/OF   4900  9.00      7.500000    7.7425686
5      Robinson Cano  SEA    2B   5200  7.00      8.083333    7.5809640
6        Kyle Seager  SEA    3B   4900  5.00      6.400000    5.3547814
7        Jean Segura  SEA    SS   4900  7.00     10.083333    8.8158775
8        Nelson Cruz  SEA    OF   5000 21.00     10.130435    8.1870427
9   Michael Brantley  CLE    OF   5000 21.00     10.666667    7.4033454
10         Ben Gamel  SEA    OF   3700  5.00      8.750000    8.5391256
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.6  1.5    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7         0.0  0.0     9 0.122 0.000
4         20         0.0  0.0     1 0.310 0.138
5         24         0.0  0.0     3 0.327 0.182
6         20         0.0  0.0     5 0.337 0.141
7         12         0.0  0.0     1 0.347 0.143
8         23         0.0  0.0     4 0.409 0.279
9         15         0.0  0.0     3 0.376 0.216
10         4         0.0  0.0     2 0.378 0.267

[1] "Total fpts: NA (139)"
      Lineup (77) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2      Matt Garza  MIL     P   5000 23.4           NaN           NA
3    Brian McCann  HOU     C   3600 14.0      8.200000     5.966574
4  Carlos Santana  CLE 1B/OF   4900  9.0      7.500000     7.742569
5   Robinson Cano  SEA    2B   5200  7.0      8.083333     7.580964
6     Miguel Sano  MIN    3B   4300 28.0     10.555556     9.147306
7     Jean Segura  SEA    SS   4900  7.0     10.083333     8.815878
8     Nelson Cruz  SEA    OF   5000 21.0     10.130435     8.187043
9       Ben Gamel  SEA    OF   3700  5.0      8.750000     8.539126
10    Boog Powell <NA>  <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0         4.0 1.75    NA 0.000 0.000
3         15         0.0 0.00     5 0.342 0.154
4         20         0.0 0.00     1 0.310 0.138
5         24         0.0 0.00     3 0.327 0.182
6         18         0.0 0.00     3 0.454 0.351
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (140)"
        Lineup (86) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM    P  11400 -6.6     24.525000     6.885310
2         Chad Kuhl  PIT    P   5700  8.2      7.687500    17.673397
3      Geovany Soto  CWS    C   2500  4.0      4.333333     5.391351
4   Freddie Freeman  ATL   1B   5300 16.0     13.380952    11.447603
5     Robinson Cano  SEA   2B   5200  7.0      8.083333     7.580964
6    Trevor Plouffe  OAK   3B   3400  5.0      5.619048     5.911651
7       Jean Segura  SEA   SS   4900  7.0     10.083333     8.815878
8       Nelson Cruz  SEA   OF   5000 21.0     10.130435     8.187043
9         Ben Gamel  SEA   OF   3700  5.0      8.750000     8.539126
10      Boog Powell <NA> <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          4         3.8 1.47    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.310
4         21         0.0 0.00     3 0.521 0.395
5         24         0.0 0.00     3 0.327 0.182
6         21         0.0 0.00     2 0.277 0.152
7         12         0.0 0.00     1 0.347 0.143
8         23         0.0 0.00     4 0.409 0.279
9          4         0.0 0.00     2 0.378 0.267
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (141)"
        Lineup (93) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3      Geovany Soto  CWS     C   2500  4.0      4.333333     5.391351
4   Freddie Freeman  ATL    1B   5300 16.0     13.380952    11.447603
5       Jose Altuve  HOU    2B   5300  6.0     10.250000     8.638195
6   Marwin Gonzalez  HOU 3B/OF   3200 18.0      8.153846     6.841615
7      Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8   George Springer  HOU    OF   4900 10.0      9.166667     8.638151
9      Josh Reddick  HOU    OF   3800  2.0      7.055556     8.242446
10   Norichika Aoki  HOU    OF   3400  0.0      6.000000     6.535617
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          6         0.0 0.00     8 0.335 0.310
4         21         0.0 0.00     3 0.521 0.395
5         20         0.0 0.00     3 0.382 0.153
6         13         0.0 0.00     8 0.329 0.260
7         17         0.0 0.00     2 0.273 0.182
8         18         0.0 0.00     1 0.326 0.277
9         18         0.0 0.00     2 0.331 0.127
10        15         0.0 0.00     9 0.336 0.089

[1] "Total fpts: NA (142)"
        Lineup (95) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3      Geovany Soto  CWS     C   2500  4.0      4.333333     5.391351
4    Matt Carpenter  STL    1B   4500 20.0      6.000000     5.099020
5       Jedd Gyorko  STL 2B/3B   3700  8.0     10.307692     8.360469
6    Mike Moustakas   KC    3B   3100  3.0      8.823529     6.644879
7      Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8     Dexter Fowler  STL    OF   4700  5.0      7.800000     8.733481
9    Ender Inciarte  ATL    OF   4500 15.0      8.809524     8.908530
10 Stephen Piscotty  STL    OF   4400  4.0      7.722222     7.250197
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          6         0.0 0.00     8 0.335 0.310
4         17         0.0 0.00     3 0.311 0.113
5         13         0.0 0.00     4 0.462 0.346
6         17         0.0 0.00     2 0.370 0.300
7         17         0.0 0.00     2 0.273 0.182
8         20         0.0 0.00     1 0.310 0.191
9         21         0.0 0.00     1 0.290 0.177
10        18         0.0 0.00     5 0.341 0.152

[1] "Total fpts: NA (143)"
        Lineup (98) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3    Salvador Perez   KC     C   3300 19.0      7.000000     6.987384
4       Eric Hosmer   KC    1B   3800  5.0      4.950000     4.211201
5   Whit Merrifield   KC 2B/OF   3400 14.0      6.375000     7.288690
6    Mike Moustakas   KC    3B   3100  3.0      8.823529     6.644879
7       Jean Segura  SEA    SS   4900  7.0     10.083333     8.815878
8  Michael Brantley  CLE    OF   5000 21.0     10.666667     7.403345
9      Lorenzo Cain   KC    OF   4000 14.0      7.210526     4.894202
10 Michael Conforto  NYM    OF   3600  5.0     12.166667    11.676187
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         18         0.0 0.00     5 0.324 0.260
4         20         0.0 0.00     4 0.263 0.071
5          8         0.0 0.00     1 0.321 0.167
6         17         0.0 0.00     2 0.370 0.300
7         12         0.0 0.00     1 0.347 0.143
8         15         0.0 0.00     3 0.376 0.216
9         19         0.0 0.00     3 0.342 0.053
10        12         0.0 0.00     1 0.455 0.373

[1] "Total fpts: NA (144)"
        Lineup (101) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Noah Syndergaard  NYM     P  11400 -6.6     24.525000     6.885310
2   Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3       Josh Phegley  OAK     C   2900  7.0      4.000000     4.690416
4          Jay Bruce  NYM 1B/OF   3700 24.0      8.863636    10.352343
5         Dee Gordon  MIA    2B   4400 15.0      7.421053     5.135019
6       Martin Prado  MIA    3B   3500  5.0      7.111111     4.935698
7       Aledmys Diaz  STL    SS   4400  4.0      6.529412    10.006983
8  Giancarlo Stanton  MIA    OF   4800  8.0      9.600000    10.023131
9   Christian Yelich  MIA    OF   4500 10.0      9.190476     8.035042
10     Marcell Ozuna  MIA    OF   3700 17.0      8.952381    10.293086
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          6         0.0 0.00     6 0.277 0.222
4         22         0.0 0.00     3 0.378 0.259
5         19         0.0 0.00     1 0.279 0.075
6          9         0.0 0.00     2 0.348 0.200
7         17         0.0 0.00     2 0.273 0.182
8         20         0.0 0.00     4 0.378 0.274
9         21         0.0 0.00     3 0.332 0.141
10        21         0.0 0.00     5 0.360 0.238

[1] "Total fpts: NA (145)"
       Lineup (103) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3      Josh Phegley  OAK     C   2900  7.0      4.000000     4.690416
4   Freddie Freeman  ATL    1B   5300 16.0     13.380952    11.447603
5      Jose Ramirez  CLE 2B/3B   4500  7.0     10.388889    10.666820
6     Manny Machado  BAL    3B   5000 10.0      7.636364     7.543811
7          JJ Hardy  BAL    SS   3100  4.0      4.000000     5.553567
8       Mark Trumbo  BAL    OF   4500 11.0      5.863636     7.440529
9        Adam Jones  BAL    OF   4400 11.0      8.227273     6.465526
10     Joey Rickard  BAL    OF   3000 13.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          6         0.0 0.00     6 0.277 0.222
4         21         0.0 0.00     3 0.521 0.395
5         18         0.0 0.00     5 0.418 0.276
6         22         0.0 0.00     3 0.337 0.207
7         20         0.0 0.00     9 0.214 0.081
8         22         0.0 0.00     4 0.244 0.101
9         22         0.0 0.00     2 0.366 0.182
10         0         0.0 0.00     1 0.194 0.000

[1] "Total fpts: NA (146)"
       Lineup (107) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Noah Syndergaard  NYM    P  11400 -6.6     24.525000     6.885310
2       Tom Koehler  MIA    P   6200  4.8      9.866667     9.420368
3       Carlos Ruiz  SEA    C   3200  3.0      3.428571     4.117327
4       Eric Thames  MIL   1B   5100  3.0     14.285714     9.864800
5     Robinson Cano  SEA   2B   5200  7.0      8.083333     7.580964
6     Chase Headley  NYY   3B   3700  7.0      9.333333     6.590397
7       Jean Segura  SEA   SS   4900  7.0     10.083333     8.815878
8         Ben Gamel  SEA   OF   3700  5.0      8.750000     8.539126
9  Michael Conforto  NYM   OF   3600  5.0     12.166667    11.676187
10      Boog Powell <NA> <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5 0.88    NA 0.000 0.000
2          3         5.3 1.38    NA 0.000 0.000
3          7         0.0 0.00     8 0.283 0.059
4         21         0.0 0.00     2 0.530 0.488
5         24         0.0 0.00     3 0.327 0.182
6         21         0.0 0.00     6 0.401 0.205
7         12         0.0 0.00     1 0.347 0.143
8          4         0.0 0.00     2 0.378 0.267
9         12         0.0 0.00     1 0.455 0.373
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (147)"
        Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Aaron Sanchez  TOR     P   8000  3.65           NaN           NA
2   Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3      Roberto Perez  CLE     C   2800 19.00      1.714286     1.889822
4     Carlos Santana  CLE 1B/OF   4900  9.00      7.500000     7.742569
5      Robinson Cano  SEA    2B   5200  7.00      8.083333     7.580964
6      Manny Machado  BAL    3B   5000 10.00      7.636364     7.543811
7   Francisco Lindor  CLE    SS   4800 25.00     10.450000     9.768235
8        Nelson Cruz  SEA    OF   5000 21.00     10.130435     8.187043
9  Lonnie Chisenhall  CLE    OF   3600  7.00      7.875000     7.790791
10   Abraham Almonte  CLE    OF   3600 22.00      5.666667     3.773914
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7         0.0 0.00     9 0.122 0.000
4         20         0.0 0.00     1 0.310 0.138
5         24         0.0 0.00     3 0.327 0.182
6         22         0.0 0.00     3 0.337 0.207
7         20         0.0 0.00     2 0.407 0.303
8         23         0.0 0.00     4 0.409 0.279
9          8         0.0 0.00     7 0.357 0.225
10        12         0.0 0.00     8 0.359 0.113

[1] "Total fpts: NA (148)"
         Lineup (109) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB     P  10500 20.9     17.800000     6.375147
2    Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3  Welington Castillo  BAL     C   3700 11.0      6.625000     5.829523
4        Trey Mancini  BAL 1B/OF   3300  4.0      9.727273    13.023755
5        Adam Rosales  OAK 2B/SS   2400 12.0      5.200000     5.361237
6       Manny Machado  BAL    3B   5000 10.0      7.636364     7.543811
7    Francisco Lindor  CLE    SS   4800 25.0     10.450000     9.768235
8         Mark Trumbo  BAL    OF   4500 11.0      5.863636     7.440529
9      Ender Inciarte  ATL    OF   4500 15.0      8.809524     8.908530
10         Adam Jones  BAL    OF   4400 11.0      8.227273     6.465526
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.38    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16         0.0 0.00     5 0.328 0.141
4         11         0.0 0.00     6 0.367 0.378
5         15         0.0 0.00     1 0.298 0.160
6         22         0.0 0.00     3 0.337 0.207
7         20         0.0 0.00     2 0.407 0.303
8         22         0.0 0.00     4 0.244 0.101
9         21         0.0 0.00     1 0.290 0.177
10        22         0.0 0.00     2 0.366 0.182

[1] "Total fpts: NA (149)"
       Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Aaron Sanchez  TOR     P   8000  3.65           NaN           NA
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3       Kurt Suzuki  ATL     C   2900  0.00      6.750000     7.382412
4   Freddie Freeman  ATL    1B   5300 16.00     13.380952    11.447603
5      Jose Ramirez  CLE 2B/3B   4500  7.00     10.388889    10.666820
6       Kyle Seager  SEA    3B   4900  5.00      6.400000     5.354781
7       Jean Segura  SEA    SS   4900  7.00     10.083333     8.815878
8         Matt Kemp  ATL    OF   4800  5.00     13.181818    14.316551
9     Nick Markakis  ATL    OF   4300  5.00      7.428571     5.133921
10    Jace Peterson  ATL    OF   3600  5.00      4.583333     3.872005
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         6.2 1.22    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          8         0.0 0.00     6 0.315 0.103
4         21         0.0 0.00     3 0.521 0.395
5         18         0.0 0.00     5 0.418 0.276
6         20         0.0 0.00     5 0.337 0.141
7         12         0.0 0.00     1 0.347 0.143
8         11         0.0 0.00     4 0.458 0.442
9         21         0.0 0.00     5 0.366 0.131
10        12         0.0 0.00     7 0.309 0.106

[1] "Total fpts: NA (150)"
       Lineup (128) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Wade Miley  BAL    P   8200 11.45     24.575000     8.358479
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3      Brian McCann  HOU    C   3600 14.00      8.200000     5.966574
4   Freddie Freeman  ATL   1B   5300 16.00     13.380952    11.447603
5     Robinson Cano  SEA   2B   5200  7.00      8.083333     7.580964
6     Adonis Garcia  ATL   3B   4000  0.00      5.800000     5.578153
7       Alen Hanson  PIT   SS   3300  3.00           NaN           NA
8         Matt Kemp  ATL   OF   4800  5.00     13.181818    14.316551
9    Ender Inciarte  ATL   OF   4500 15.00      8.809524     8.908530
10    Nick Markakis  ATL   OF   4300  5.00      7.428571     5.133921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.5    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         15         0.0    0     5 0.342 0.154
4         21         0.0    0     3 0.521 0.395
5         24         0.0    0     3 0.327 0.182
6         20         0.0    0     2 0.263 0.093
7          0         0.0    0     7 0.198 0.118
8         11         0.0    0     4 0.458 0.442
9         21         0.0    0     1 0.290 0.177
10        21         0.0    0     5 0.366 0.131



***********************************************************************************************
Contest 12: 2017-05-01 $33.00entry_MLB$325KFastball[$50Kto1st]
***********************************************************************************************
[1] "PnL: -3310"

[1] "Total fpts: 152.95 (1)"
       Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2     Rick Porcello  BOS   P   9500 20.50     15.450000    10.300546
3    Salvador Perez   KC   C   3400  7.00      7.631579     7.327350
4      Tommy Joseph  PHI  1B   3700 22.00      4.250000     4.781910
5        Dee Gordon  MIA  2B   4000 27.00      7.800000     5.277559
6     Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7     Freddy Galvis  PHI  SS   3300 18.00      7.000000     5.848977
8    Odubel Herrera  PHI  OF   3900  8.00      7.222222     4.222566
9      Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
10 Michael Saunders  PHI  OF   3500 17.00      6.625000     6.984507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          5         6.1 1.48    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         16         0.0 0.00     6 0.214 0.075
5         20         0.0 0.00     1 0.299 0.071
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     7 0.319 0.200
8         18         0.0 0.00     3 0.335 0.155
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     5 0.281 0.115

[1] "Total fpts: 146.35 (2)"
         Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2        Gerrit Cole  PIT   P   8100 19.90     15.300000    13.113416
3  Willson Contreras  CHC   C   3500  3.00      6.812500     8.968231
4       Tommy Joseph  PHI  1B   3700 22.00      4.250000     4.781910
5        Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6      Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7   Francisco Lindor  CLE  SS   4300  5.00     11.142857    10.036362
8     Odubel Herrera  PHI  OF   3900  8.00      7.222222     4.222566
9   Michael Saunders  PHI  OF   3500 17.00      6.625000     6.984507
10     Aaron Altherr  PHI  OF   3400 22.00      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         16         0.0 0.00     6 0.214 0.075
5         21         0.0 0.00     3 0.385 0.146
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.417 0.330
8         18         0.0 0.00     3 0.335 0.155
9         16         0.0 0.00     5 0.281 0.115
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 141.4 (3)"
         Lineup (25) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.7     27.740000     8.731294
2       Jason Vargas   KC   P   7400 12.7     25.987500    11.347200
3  Willson Contreras  CHC   C   3500  3.0      6.812500     8.968231
4       Tommy Joseph  PHI  1B   3700 22.0      4.250000     4.781910
5        Javier Baez  CHC  2B   3600 19.0      5.333333     6.137318
6      Maikel Franco  PHI  3B   3800  6.0      8.150000     8.145228
7      Freddy Galvis  PHI  SS   3300 18.0      7.000000     5.848977
8     Odubel Herrera  PHI  OF   3900  8.0      7.222222     4.222566
9   Michael Saunders  PHI  OF   3500 17.0      6.625000     6.984507
10  Michael Conforto  NYM  OF   3200 23.0     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         16         0.0 0.00     6 0.214 0.075
5         15         0.0 0.00     7 0.260 0.136
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     7 0.319 0.200
8         18         0.0 0.00     3 0.335 0.155
9         16         0.0 0.00     5 0.281 0.115
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 135.85 (4)"
        Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3     Yadier Molina  STL     C   3400  3.00      5.111111     4.350644
4    Matt Carpenter  STL    1B   4200 16.00      6.777778     5.946384
5       Jedd Gyorko  STL 2B/3B   3800 34.00     10.142857     8.056122
6    Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7      Aledmys Diaz  STL    SS   4000 17.00      6.388889     9.726488
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9  Stephen Piscotty  STL    OF   4000  9.00      7.526316     7.097483
10 Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         18         0.0 0.00     6 0.298 0.099
4         18         0.0 0.00     3 0.335 0.139
5         14         0.0 0.00     4 0.466 0.339
6         18         0.0 0.00     1 0.359 0.282
7         18         0.0 0.00     2 0.266 0.174
8         21         0.0 0.00     1 0.312 0.140
9         19         0.0 0.00     5 0.342 0.147
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 129.85 (5)"
       Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3        Manny Pina  MIL   C   2700  8.00      8.416667     6.598324
4       Eric Thames  MIL  1B   4700 11.00     13.772727     9.923190
5   Jonathan Villar  MIL  2B   4200 23.00      8.000000     8.150753
6       Travis Shaw  MIL  3B   3400 21.00      9.136364     8.664627
7  Francisco Lindor  CLE  SS   4300  5.00     11.142857    10.036362
8    Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9   Domingo Santana  MIL  OF   3500 10.00      8.555556     8.060231
10 Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         12         0.0 0.00     5 0.426 0.188
4         22         0.0 0.00     2 0.518 0.464
5         24         0.0 0.00     1 0.265 0.122
6         22         0.0 0.00     4 0.347 0.278
7         21         0.0 0.00     2 0.417 0.330
8         21         0.0 0.00     1 0.312 0.140
9         18         0.0 0.00     3 0.332 0.268
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 128.2 (6)"
        Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3      Brian McCann  HOU   C   3400  3.00      8.562500     5.943834
4       Eric Hosmer   KC  1B   4000 16.00      4.952381     4.104585
5   Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6     Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7     Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8    Odubel Herrera  PHI  OF   3900  8.00      7.222222     4.222566
9  Michael Saunders  PHI  OF   3500 17.00      6.625000     6.984507
10    Aaron Altherr  PHI  OF   3400 22.00      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         21         0.0 0.00     3 0.261 0.067
5         19         0.0 0.00     1 0.390 0.208
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     4 0.296 0.116
8         18         0.0 0.00     3 0.335 0.155
9         16         0.0 0.00     5 0.281 0.115
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 126.4 (7)"
       Lineup (143) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9500 20.5     15.450000    10.300546
2       Gerrit Cole  PIT   P   8100 19.9     15.300000    13.113416
3    Salvador Perez   KC   C   3400  7.0      7.631579     7.327350
4   Freddie Freeman  ATL  1B   4600 11.0     13.500000    11.185663
5   Cesar Hernandez  PHI  2B   3500 15.0     11.000000     7.852813
6     Maikel Franco  PHI  3B   3800  6.0      8.150000     8.145228
7      Jordy Mercer  PIT  SS   3300  0.0      5.523810     5.427882
8    Odubel Herrera  PHI  OF   3900  8.0      7.222222     4.222566
9  Michael Saunders  PHI  OF   3500 17.0      6.625000     6.984507
10    Aaron Altherr  PHI  OF   3400 22.0      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.48    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         22         0.0 0.00     3 0.527 0.417
5         19         0.0 0.00     1 0.390 0.208
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.281 0.085
8         18         0.0 0.00     3 0.335 0.155
9         16         0.0 0.00     5 0.281 0.115
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 125.6 (8)"
       Lineup (142) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.7     27.740000     8.731294
2       Gerrit Cole  PIT   P   8100 19.9     15.300000    13.113416
3        Manny Pina  MIL   C   2700  8.0      8.416667     6.598324
4     Jesus Aguilar  MIL  1B   3100  0.0      4.000000     4.183300
5   Cesar Hernandez  PHI  2B   3500 15.0     11.000000     7.852813
6       Travis Shaw  MIL  3B   3400 21.0      9.136364     8.664627
7     Carlos Correa  HOU  SS   4800 13.0      6.100000     4.610058
8      Keon Broxton  MIL  OF   3700  3.0      6.500000     7.374439
9   Domingo Santana  MIL  OF   3500 10.0      8.555556     8.060231
10 Michael Conforto  NYM  OF   3200 23.0     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         12         0.0 0.00     5 0.426 0.188
4          5         0.0 0.00     6 0.257 0.056
5         19         0.0 0.00     1 0.390 0.208
6         22         0.0 0.00     4 0.347 0.278
7         20         0.0 0.00     4 0.296 0.116
8         18         0.0 0.00     7 0.271 0.132
9         18         0.0 0.00     3 0.332 0.268
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 124.65 (9)"
       Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3      Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4      Tommy Joseph  PHI    1B   3700 22.00      4.250000     4.781910
5     Josh Harrison  PIT 2B/3B   3900 28.00      7.105263     5.414946
6     Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7     Freddy Galvis  PHI    SS   3300 18.00      7.000000     5.848977
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9    Odubel Herrera  PHI    OF   3900  8.00      7.222222     4.222566
10 Michael Saunders  PHI    OF   3500 17.00      6.625000     6.984507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         16         0.0 0.00     6 0.214 0.075
5         19         0.0 0.00     1 0.360 0.127
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     7 0.319 0.200
8         21         0.0 0.00     1 0.312 0.140
9         18         0.0 0.00     3 0.335 0.155
10        16         0.0 0.00     5 0.281 0.115

[1] "Total fpts: 123.15 (10)"
        Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2   Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
3        Luke Maile  TOR     C   2500  2.00           NaN           NA
4      Tommy Joseph  PHI    1B   3700 22.00      4.250000     4.781910
5        Ryan Goins  TOR 2B/SS   2400 20.00      4.500000     5.178627
6     Chris Coghlan  TOR 3B/OF   2600 17.00      4.833333     4.792355
7  Asdrubal Cabrera  NYM    SS   3300  9.00      7.047619     7.559604
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9      Kevin Pillar  TOR    OF   3400 10.00      8.391304     8.595660
10 Ezequiel Carrera  TOR    OF   2900  5.00      5.615385     4.482158
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.28    NA 0.000 0.000
3          0         0.0 0.00     8 0.180 0.000
4         16         0.0 0.00     6 0.214 0.075
5         12         0.0 0.00     7 0.276 0.150
6          6         0.0 0.00     9 0.288 0.040
7         21         0.0 0.00     2 0.285 0.089
8         21         0.0 0.00     1 0.312 0.140
9         23         0.0 0.00     1 0.362 0.217
10        13         0.0 0.00     2 0.315 0.100

[1] "Total fpts: 122.6 (11)"
        Lineup (39) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2       Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
3      Brian McCann  HOU     C   3400  3.0      8.562500     5.943834
4       Eric Hosmer   KC    1B   4000 16.0      4.952381     4.104585
5   Christian Colon   KC 2B/SS   2700  5.0      1.250000     1.500000
6    Mike Moustakas   KC    3B   3400  5.0      8.500000     6.590992
7   Alcides Escobar   KC    SS   3300 12.0      3.095238     3.360130
8      Lorenzo Cain   KC    OF   4100  4.0      7.550000     4.999737
9     Aaron Altherr  PHI    OF   3400 22.0      8.600000     6.168018
10 Michael Conforto  NYM    OF   3200 23.0     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         21         0.0 0.00     3 0.261 0.067
5          4         0.0 0.00     9 0.135 0.000
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     8 0.187 0.049
8         20         0.0 0.00     2 0.344 0.086
9         10         0.0 0.00     2 0.376 0.227
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 121.85 (12)"
         Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4    Kendrys Morales  TOR    1B   3800  6.00      6.173913     5.905715
5        Jose Altuve  HOU    2B   4900 18.00     10.047619     8.470397
6      Chris Coghlan  TOR 3B/OF   2600 17.00      4.833333     4.792355
7      Carlos Correa  HOU    SS   4800 13.00      6.100000     4.610058
8      Jose Bautista  TOR    OF   4400 21.00      5.909091     5.335497
9       Kevin Pillar  TOR    OF   3400 10.00      8.391304     8.595660
10  Ezequiel Carrera  TOR    OF   2900  5.00      5.615385     4.482158
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         23         0.0 0.00     4 0.288 0.156
5         21         0.0 0.00     3 0.385 0.146
6          6         0.0 0.00     9 0.288 0.040
7         20         0.0 0.00     4 0.296 0.116
8         22         0.0 0.00     3 0.250 0.069
9         23         0.0 0.00     1 0.362 0.217
10        13         0.0 0.00     2 0.315 0.100

[1] "Total fpts: 118.2 (13)"
        Lineup (86) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3    Salvador Perez   KC   C   3400  7.00      7.631579     7.327350
4       Eric Hosmer   KC  1B   4000 16.00      4.952381     4.104585
5   Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6    Mike Moustakas   KC  3B   3400  5.00      8.500000     6.590992
7     Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8      Lorenzo Cain   KC  OF   4100  4.00      7.550000     4.999737
9       Alex Gordon   KC  OF   3900  7.00      4.476190     3.572381
10 Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         21         0.0 0.00     3 0.261 0.067
5         19         0.0 0.00     1 0.390 0.208
6         18         0.0 0.00     1 0.359 0.282
7         20         0.0 0.00     4 0.296 0.116
8         20         0.0 0.00     2 0.344 0.086
9         21         0.0 0.00     5 0.234 0.035
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 117.15 (14)"
      Lineup (121) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2     Jason Vargas   KC     P   7400 12.70     25.987500    11.347200
3     Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4      Eric Hosmer   KC    1B   4000 16.00      4.952381     4.104585
5      Jose Altuve  HOU    2B   4900 18.00     10.047619     8.470397
6    Chris Coghlan  TOR 3B/OF   2600 17.00      4.833333     4.792355
7    Carlos Correa  HOU    SS   4800 13.00      6.100000     4.610058
8  George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9   Carlos Beltran  HOU    OF   3800  0.00      5.684211     5.218052
10    Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         21         0.0 0.00     3 0.261 0.067
5         21         0.0 0.00     3 0.385 0.146
6          6         0.0 0.00     9 0.288 0.040
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     5 0.279 0.103
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 116.85 (15)"
         Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3      Cameron Rupp  PHI   C   3100  5.00      5.785714     5.465677
4      Tommy Joseph  PHI  1B   3700 22.00      4.250000     4.781910
5       Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6     Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7     Freddy Galvis  PHI  SS   3300 18.00      7.000000     5.848977
8    Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9      Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
10 Michael Saunders  PHI  OF   3500 17.00      6.625000     6.984507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         16         0.0 0.00     6 0.214 0.075
5         21         0.0 0.00     3 0.385 0.146
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     7 0.319 0.200
8         21         0.0 0.00     1 0.312 0.140
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     5 0.281 0.115

[1] "Total fpts: 115.85 (16)"
       Lineup (26) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3   Salvador Perez   KC   C   3400  7.00      7.631579     7.327350
4      Eric Hosmer   KC  1B   4000 16.00      4.952381     4.104585
5  Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6      Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7     Aledmys Diaz  STL  SS   4000 17.00      6.388889     9.726488
8      Alex Gordon   KC  OF   3900  7.00      4.476190     3.572381
9     Brandon Moss   KC  OF   3600  2.00      6.187500     5.991313
10 Jorge Bonifacio   KC  OF   3100 21.00      6.333333     5.853774
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         21         0.0 0.00     3 0.261 0.067
5         19         0.0 0.00     1 0.390 0.208
6         22         0.0 0.00     2 0.392 0.227
7         18         0.0 0.00     2 0.266 0.174
8         21         0.0 0.00     5 0.234 0.035
9         16         0.0 0.00     7 0.268 0.200
10         6         0.0 0.00     6 0.338 0.125

[1] "Total fpts: 115.45 (17)"
       Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2       Dylan Bundy  BAL     P   7000 13.75     20.060000     9.278497
3     Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4    Matt Carpenter  STL    1B   4200 16.00      6.777778     5.946384
5       Jedd Gyorko  STL 2B/3B   3800 34.00     10.142857     8.056122
6     Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7      Aledmys Diaz  STL    SS   4000 17.00      6.388889     9.726488
8     Dexter Fowler  STL    OF   4300  2.00      7.666667     8.534245
9  Stephen Piscotty  STL    OF   4000  9.00      7.526316     7.097483
10     Andrew Toles  LAD    OF   2700  5.00      9.615385     8.301992
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         18         0.0 0.00     3 0.335 0.139
5         14         0.0 0.00     4 0.466 0.339
6         20         0.0 0.00     4 0.284 0.169
7         18         0.0 0.00     2 0.266 0.174
8         21         0.0 0.00     1 0.304 0.180
9         19         0.0 0.00     5 0.342 0.147
10        13         0.0 0.00     1 0.323 0.225

[1] "Total fpts: 115.4 (18)"
      Lineup (100) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9500 20.5     15.450000    10.300546
2      Gerrit Cole  PIT   P   8100 19.9     15.300000    13.113416
3   Salvador Perez   KC   C   3400  7.0      7.631579     7.327350
4     Tommy Joseph  PHI  1B   3700 22.0      4.250000     4.781910
5      Jose Altuve  HOU  2B   4900 18.0     10.047619     8.470397
6   Mike Moustakas   KC  3B   3400  5.0      8.500000     6.590992
7    Carlos Correa  HOU  SS   4800 13.0      6.100000     4.610058
8  George Springer  HOU  OF   4600  8.0      9.210526     8.396950
9   Carlos Beltran  HOU  OF   3800  0.0      5.684211     5.218052
10    Josh Reddick  HOU  OF   3600  2.0      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.48    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         16         0.0 0.00     6 0.214 0.075
5         21         0.0 0.00     3 0.385 0.146
6         18         0.0 0.00     1 0.359 0.282
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     5 0.279 0.103
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 113.2 (19)"
        Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2      Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3       Cameron Rupp  PHI   C   3100  5.00      5.785714     5.465677
4       Tommy Joseph  PHI  1B   3700 22.00      4.250000     4.781910
5         Dee Gordon  MIA  2B   4000 27.00      7.800000     5.277559
6       Martin Prado  MIA  3B   3300  2.00      6.900000     4.701064
7      Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8  Giancarlo Stanton  MIA  OF   4500  0.00      9.523810     9.775577
9   Christian Yelich  MIA  OF   4200  2.00      9.227273     7.843298
10     Marcell Ozuna  MIA  OF   3500 14.00      9.318182    10.190501
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         16         0.0 0.00     6 0.214 0.075
5         20         0.0 0.00     1 0.299 0.071
6         10         0.0 0.00     2 0.328 0.175
7         20         0.0 0.00     4 0.296 0.116
8         21         0.0 0.00     4 0.374 0.264
9         22         0.0 0.00     3 0.324 0.134
10        22         0.0 0.00     5 0.380 0.239

[1] "Total fpts: 110.85 (20)"
          Lineup (3) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC   C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5    Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6      Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7   Asdrubal Cabrera  NYM  SS   3300  9.00      7.047619     7.559604
8     Odubel Herrera  PHI  OF   3900  8.00      7.222222     4.222566
9   Michael Saunders  PHI  OF   3500 17.00      6.625000     6.984507
10     Aaron Altherr  PHI  OF   3400 22.00      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         19         0.0 0.00     1 0.390 0.208
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.285 0.089
8         18         0.0 0.00     3 0.335 0.155
9         16         0.0 0.00     5 0.281 0.115
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 109.2 (21)"
        Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3      Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4      Tommy Joseph  PHI    1B   3700 22.00      4.250000     4.781910
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6     Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7     Freddy Galvis  PHI    SS   3300 18.00      7.000000     5.848977
8      Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9   George Springer  HOU    OF   4600  8.00      9.210526     8.396950
10 Michael Saunders  PHI    OF   3500 17.00      6.625000     6.984507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         16         0.0 0.00     6 0.214 0.075
5         16         0.0 0.00     4 0.321 0.176
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     7 0.319 0.200
8         19         0.0 0.00     3 0.354 0.146
9         19         0.0 0.00     1 0.331 0.264
10        16         0.0 0.00     5 0.281 0.115

[1] "Total fpts: 108.85 (22)"
       Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3     Cameron Rupp  PHI   C   3100  5.00      5.785714     5.465677
4       Joey Votto  CIN  1B   4900  4.00     10.130435     8.242376
5  Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6    Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7      Zack Cozart  CIN  SS   3400  0.00      8.850000     6.192313
8      Adam Duvall  CIN  OF   4100 20.00      9.238095     9.751435
9   Billy Hamilton  CIN  OF   4000 27.00      7.190476     6.096056
10  Scott Schebler  CIN  OF   3600  3.00      9.000000     9.279009
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         23         0.0 0.00     3 0.380 0.322
5         19         0.0 0.00     1 0.390 0.208
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     2 0.446 0.254
8         21         0.0 0.00     4 0.349 0.303
9         21         0.0 0.00     1 0.225 0.032
10        21         0.0 0.00     5 0.380 0.354

[1] "Total fpts: 108.35 (23)"
        Lineup (116) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2        Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
3     Salvador Perez   KC     C   3400  7.00      7.631579     7.327350
4          Jay Bruce  NYM 1B/OF   3300  7.00      9.521739    10.595323
5        Neil Walker  NYM    2B   3300  9.00      5.695652     6.284431
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Asdrubal Cabrera  NYM    SS   3300  9.00      7.047619     7.559604
8       Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
9  Curtis Granderson  NYM    OF   3500  4.00      3.952381     5.740002
10  Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         23         0.0 0.00     3 0.404 0.292
5         23         0.0 0.00     4 0.262 0.115
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.285 0.089
8         19         0.0 0.00     2 0.315 0.122
9         21         0.0 0.00     5 0.176 0.093
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 107.6 (24)"
        Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4    Freddie Freeman  ATL    1B   4600 11.00     13.500000    11.185663
5        Jose Altuve  HOU    2B   4900 18.00     10.047619     8.470397
6       Alex Bregman  HOU 3B/SS   4000  7.00      5.428571     3.982103
7    Xander Bogaerts  BOS    SS   4400 10.00      7.235294     4.815722
8    George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9       Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10    Norichika Aoki  HOU    OF   3500  7.00      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.527 0.417
5         21         0.0 0.00     3 0.385 0.146
6         21         0.0 0.00     8 0.299 0.060
7         17         0.0 0.00     1 0.334 0.041
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 107.2 (25)"
      Lineup (124) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2    Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3     Caleb Joseph  BAL   C   2500  7.00      4.833333     8.010410
4     Tommy Joseph  PHI  1B   3700 22.00      4.250000     4.781910
5      Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6    Manny Machado  BAL  3B   4800 18.00      7.739130     7.386827
7     Jordy Mercer  PIT  SS   3300  0.00      5.523810     5.427882
8      Mark Trumbo  BAL  OF   4300 10.00      6.086957     7.347931
9       Adam Jones  BAL  OF   4200  2.00      8.347826     6.343276
10      Seth Smith  BAL  OF   3500  2.00      8.545455     6.990903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          6         0.0 0.00     9 0.227 0.182
4         16         0.0 0.00     6 0.214 0.075
5         21         0.0 0.00     3 0.385 0.146
6         23         0.0 0.00     3 0.338 0.200
7         21         0.0 0.00     2 0.281 0.085
8         23         0.0 0.00     4 0.245 0.096
9         23         0.0 0.00     2 0.371 0.170
10        11         0.0 0.00     1 0.358 0.238

[1] "Total fpts: 105.65 (26)"
        Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4     Matt Carpenter  STL    1B   4200 16.00      6.777778     5.946384
5        Jedd Gyorko  STL 2B/3B   3800 34.00     10.142857     8.056122
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7       Aledmys Diaz  STL    SS   4000 17.00      6.388889     9.726488
8     Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9      Dexter Fowler  STL    OF   4300  2.00      7.666667     8.534245
10  Stephen Piscotty  STL    OF   4000  9.00      7.526316     7.097483
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         18         0.0 0.00     3 0.335 0.139
5         14         0.0 0.00     4 0.466 0.339
6         22         0.0 0.00     2 0.392 0.227
7         18         0.0 0.00     2 0.266 0.174
8         21         0.0 0.00     1 0.312 0.140
9         21         0.0 0.00     1 0.304 0.180
10        19         0.0 0.00     5 0.342 0.147

[1] "Total fpts: 105.45 (27)"
       Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Yadier Molina  STL     C   3400  3.00      5.111111     4.350644
4    Matt Carpenter  STL    1B   4200 16.00      6.777778     5.946384
5       Jedd Gyorko  STL 2B/3B   3800 34.00     10.142857     8.056122
6     Ryan Flaherty  BAL 3B/SS   2600  0.00           NaN           NA
7      Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8  Stephen Piscotty  STL    OF   4000  9.00      7.526316     7.097483
9     Aaron Altherr  PHI    OF   3400 22.00      8.600000     6.168018
10   Randal Grichuk  STL    OF   3400  6.00      6.450000     6.286786
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         18         0.0 0.00     6 0.298 0.099
4         18         0.0 0.00     3 0.335 0.139
5         14         0.0 0.00     4 0.466 0.339
6          0         0.0 0.00     8 0.297 0.000
7         21         0.0 0.00     2 0.281 0.085
8         19         0.0 0.00     5 0.342 0.147
9         10         0.0 0.00     2 0.376 0.227
10        20         0.0 0.00     7 0.283 0.148

[1] "Total fpts: 104.6 (28)"
        Lineup (47) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2       Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
3        Luke Maile  TOR     C   2500  2.0           NaN           NA
4     Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5   Cesar Hernandez  PHI    2B   3500 15.0     11.000000     7.852813
6     Chris Coghlan  TOR 3B/OF   2600 17.0      4.833333     4.792355
7      Jordy Mercer  PIT    SS   3300  0.0      5.523810     5.427882
8     Jose Bautista  TOR    OF   4400 21.0      5.909091     5.335497
9      Kevin Pillar  TOR    OF   3400 10.0      8.391304     8.595660
10 Ezequiel Carrera  TOR    OF   2900  5.0      5.615385     4.482158
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3          0         0.0 0.00     8 0.180 0.000
4         22         0.0 0.00     3 0.383 0.240
5         19         0.0 0.00     1 0.390 0.208
6          6         0.0 0.00     9 0.288 0.040
7         21         0.0 0.00     2 0.281 0.085
8         22         0.0 0.00     3 0.250 0.069
9         23         0.0 0.00     1 0.362 0.217
10        13         0.0 0.00     2 0.315 0.100

[1] "Total fpts: 104.2 (29)"
       Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2    Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3    Roberto Perez  CLE   C   2300  0.00      3.875000     6.356942
4     Tommy Joseph  PHI  1B   3700 22.00      4.250000     4.781910
5      Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6    Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7    Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8  George Springer  HOU  OF   4600  8.00      9.210526     8.396950
9     Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
10  Norichika Aoki  HOU  OF   3500  7.00      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         16         0.0 0.00     6 0.214 0.075
5         21         0.0 0.00     3 0.385 0.146
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 103.2 (30)"
       Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3      Cameron Rupp  PHI   C   3100  5.00      5.785714     5.465677
4   Freddie Freeman  ATL  1B   4600 11.00     13.500000    11.185663
5  Brandon Phillips  ATL  2B   3400  0.00      8.736842     7.823342
6     Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7     Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8         Matt Kemp  ATL  OF   4300 17.00     12.500000    13.853126
9    Ender Inciarte  ATL  OF   3700 19.00      9.090909     8.793445
10    Nick Markakis  ATL  OF   3500  4.00      7.318182     5.036877
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         22         0.0 0.00     3 0.527 0.417
5         19         0.0 0.00     2 0.388 0.145
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     4 0.296 0.116
8         12         0.0 0.00     4 0.442 0.411
9         22         0.0 0.00     1 0.288 0.170
10        22         0.0 0.00     5 0.368 0.126

[1] "Total fpts: 102.65 (31)"
       Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   8100 19.90     15.300000    13.113416
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3    Salvador Perez   KC   C   3400  7.00      7.631579     7.327350
4       Eric Hosmer   KC  1B   4000 16.00      4.952381     4.104585
5       Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6       Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7  Francisco Lindor  CLE  SS   4300  5.00     11.142857    10.036362
8      Lorenzo Cain   KC  OF   4100  4.00      7.550000     4.999737
9       Alex Gordon   KC  OF   3900  7.00      4.476190     3.572381
10  Jorge Bonifacio   KC  OF   3100 21.00      6.333333     5.853774
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         21         0.0 0.00     3 0.261 0.067
5         21         0.0 0.00     3 0.385 0.146
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.417 0.330
8         20         0.0 0.00     2 0.344 0.086
9         21         0.0 0.00     5 0.234 0.035
10         6         0.0 0.00     6 0.338 0.125

[1] "Total fpts: 102.6 (32)"
      Lineup (114) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gerrit Cole  PIT   P   8100 19.9     15.300000    13.113416
2     Jason Vargas   KC   P   7400 12.7     25.987500    11.347200
3     Derek Norris   TB   C   2700  9.0      4.444444     5.338233
4  Freddie Freeman  ATL  1B   4600 11.0     13.500000    11.185663
5      Jose Altuve  HOU  2B   4900 18.0     10.047619     8.470397
6      Kris Bryant  CHC  3B   5000  2.0     10.772727     8.176225
7    Carlos Correa  HOU  SS   4800 13.0      6.100000     4.610058
8  George Springer  HOU  OF   4600  8.0      9.210526     8.396950
9     Josh Reddick  HOU  OF   3600  2.0      6.789474     8.093749
10  Norichika Aoki  HOU  OF   3500  7.0      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         22         0.0 0.00     3 0.527 0.417
5         21         0.0 0.00     3 0.385 0.146
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 99.85 (33)"
        Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3      Derek Norris   TB   C   2700  9.00      4.444444     5.338233
4   Freddie Freeman  ATL  1B   4600 11.00     13.500000    11.185663
5  Brandon Phillips  ATL  2B   3400  0.00      8.736842     7.823342
6       Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7  Asdrubal Cabrera  NYM  SS   3300  9.00      7.047619     7.559604
8         Matt Kemp  ATL  OF   4300 17.00     12.500000    13.853126
9    Ender Inciarte  ATL  OF   3700 19.00      9.090909     8.793445
10    Nick Markakis  ATL  OF   3500  4.00      7.318182     5.036877
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         22         0.0 0.00     3 0.527 0.417
5         19         0.0 0.00     2 0.388 0.145
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.285 0.089
8         12         0.0 0.00     4 0.442 0.411
9         22         0.0 0.00     1 0.288 0.170
10        22         0.0 0.00     5 0.368 0.126

[1] "Total fpts: 99.45 (34)"
         Lineup (31) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC   C   3500  3.00      6.812500     8.968231
4        Mike Napoli  TEX  1B   3600 19.00      5.181818     5.860573
5       Rougned Odor  TEX  2B   3900  0.00      5.208333     5.793393
6         Joey Gallo  TEX  3B   3300  2.00      9.083333     8.520648
7       Elvis Andrus  TEX  SS   3800 12.00      7.565217     7.222604
8      Aaron Altherr  PHI  OF   3400 22.00      8.600000     6.168018
9       Nomar Mazara  TEX  OF   3400  3.00      7.652174     9.113470
10  Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     5 0.227 0.135
5         24         0.0 0.00     4 0.266 0.175
6         24         0.0 0.00     6 0.370 0.338
7         23         0.0 0.00     7 0.321 0.168
8         10         0.0 0.00     2 0.376 0.227
9         23         0.0 0.00     8 0.292 0.156
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 98.85 (35)"
        Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3      Derek Norris   TB   C   2700  9.00      4.444444     5.338233
4       Chris Davis  BAL  1B   4400  2.00      6.545455     6.609713
5   Jonathan Schoop  BAL  2B   3700  8.00      7.826087     5.859353
6     Manny Machado  BAL  3B   4800 18.00      7.739130     7.386827
7          JJ Hardy  BAL  SS   3100  0.00      4.000000     5.412947
8    Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9       Mark Trumbo  BAL  OF   4300 10.00      6.086957     7.347931
10 Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         22         0.0 0.00     5 0.333 0.175
5         23         0.0 0.00     6 0.360 0.250
6         23         0.0 0.00     3 0.338 0.200
7         21         0.0 0.00     7 0.219 0.078
8         21         0.0 0.00     1 0.312 0.140
9         23         0.0 0.00     4 0.245 0.096
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 98.45 (36)"
       Lineup (119) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2       Dylan Bundy  BAL   P   7000 13.75     20.060000     9.278497
3     Tyler Flowers  ATL   C   2900  3.00      7.583333     5.468228
4   Freddie Freeman  ATL  1B   4600 11.00     13.500000    11.185663
5       Javier Baez  CHC  2B   3600 19.00      5.333333     6.137318
6     Adonis Garcia  ATL  3B   3300  7.00      5.523810     5.582285
7  Asdrubal Cabrera  NYM  SS   3300  9.00      7.047619     7.559604
8         Matt Kemp  ATL  OF   4300 17.00     12.500000    13.853126
9      Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
10    Nick Markakis  ATL  OF   3500  4.00      7.318182     5.036877
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         12         0.0 0.00     7 0.420 0.044
4         22         0.0 0.00     3 0.527 0.417
5         15         0.0 0.00     7 0.260 0.136
6         21         0.0 0.00     6 0.252 0.089
7         21         0.0 0.00     2 0.285 0.089
8         12         0.0 0.00     4 0.442 0.411
9         19         0.0 0.00     2 0.315 0.122
10        22         0.0 0.00     5 0.368 0.126

[1] "Total fpts: 97.85 (37)"
         Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3       Derek Norris   TB     C   2700  9.00      4.444444     5.338233
4     Hanley Ramirez  BOS 1B/OF   4600  7.00      7.444444     5.458099
5    Marco Hernandez  BOS 2B/SS   2900  7.00      4.461538     3.381700
6     Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7    Xander Bogaerts  BOS    SS   4400 10.00      7.235294     4.815722
8       Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9  Andrew Benintendi  BOS    OF   3900  7.00      8.300000     6.432647
10     Aaron Altherr  PHI    OF   3400 22.00      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         18         0.0 0.00     4 0.316 0.152
5         13         0.0 0.00     9 0.290 0.039
6         18         0.0 0.00     1 0.359 0.282
7         17         0.0 0.00     1 0.334 0.041
8         19         0.0 0.00     3 0.354 0.146
9         20         0.0 0.00     2 0.371 0.144
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 95.6 (38)"
       Lineup (94) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.7     27.740000     8.731294
2      Gerrit Cole  PIT   P   8100 19.9     15.300000    13.113416
3     Brian McCann  HOU   C   3400  3.0      8.562500     5.943834
4     Rickie Weeks   TB  1B   2600  6.0      5.000000     5.722762
5      Brad Miller   TB  2B   3500 14.0      7.333333     7.384669
6    Manny Machado  BAL  3B   4800 18.0      7.739130     7.386827
7      Tim Beckham   TB  SS   2900 11.0      7.190476     8.778491
8     Josh Reddick  HOU  OF   3600  2.0      6.789474     8.093749
9  Corey Dickerson   TB  OF   3600  7.0      9.250000     6.592460
10    Steven Souza   TB  OF   3400  2.0      7.869565     6.791066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4          9         0.0 0.00     4 0.295 0.128
5         21         0.0 0.00     5 0.330 0.136
6         23         0.0 0.00     3 0.338 0.200
7         21         0.0 0.00     6 0.336 0.222
8         19         0.0 0.00     2 0.315 0.122
9         20         0.0 0.00     3 0.422 0.307
10        23         0.0 0.00     2 0.409 0.213

[1] "Total fpts: 95.35 (39)"
       Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2       Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
3    Salvador Perez   KC     C   3400  7.00      7.631579     7.327350
4       Eric Hosmer   KC    1B   4000 16.00      4.952381     4.104585
5   Christian Colon   KC 2B/SS   2700  5.00      1.250000     1.500000
6    Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7  Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8   George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
10     Lorenzo Cain   KC    OF   4100  4.00      7.550000     4.999737
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         21         0.0 0.00     3 0.261 0.067
5          4         0.0 0.00     9 0.135 0.000
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.417 0.330
8         19         0.0 0.00     1 0.331 0.264
9         21         0.0 0.00     1 0.312 0.140
10        20         0.0 0.00     2 0.344 0.086

[1] "Total fpts: 95.2 (40)"
        Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3       Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4     Hanley Ramirez  BOS 1B/OF   4600  7.00      7.444444     5.458099
5    Marco Hernandez  BOS 2B/SS   2900  7.00      4.461538     3.381700
6      Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7    Xander Bogaerts  BOS    SS   4400 10.00      7.235294     4.815722
8       Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9  Andrew Benintendi  BOS    OF   3900  7.00      8.300000     6.432647
10  Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         18         0.0 0.00     4 0.316 0.152
5         13         0.0 0.00     9 0.290 0.039
6         20         0.0 0.00     4 0.284 0.169
7         17         0.0 0.00     1 0.334 0.041
8         19         0.0 0.00     3 0.354 0.146
9         20         0.0 0.00     2 0.371 0.144
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 93.45 (41)"
         Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4      Tommy Joseph  PHI    1B   3700 22.00      4.250000     4.781910
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6     Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7      Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8    Odubel Herrera  PHI    OF   3900  8.00      7.222222     4.222566
9  Michael Saunders  PHI    OF   3500 17.00      6.625000     6.984507
10    Aaron Altherr  PHI    OF   3400 22.00      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         16         0.0 0.00     6 0.214 0.075
5         16         0.0 0.00     4 0.321 0.176
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.281 0.085
8         18         0.0 0.00     3 0.335 0.155
9         16         0.0 0.00     5 0.281 0.115
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 93.4 (42)"
       Lineup (62) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.7     27.740000     8.731294
2    Michael Wacha  STL   P   7200 10.7     19.675000     3.779219
3   Salvador Perez   KC   C   3400  7.0      7.631579     7.327350
4      Eric Hosmer   KC  1B   4000 16.0      4.952381     4.104585
5      Neil Walker  NYM  2B   3300  9.0      5.695652     6.284431
6    Maikel Franco  PHI  3B   3800  6.0      8.150000     8.145228
7     Jordy Mercer  PIT  SS   3300  0.0      5.523810     5.427882
8     Lorenzo Cain   KC  OF   4100  4.0      7.550000     4.999737
9      Alex Gordon   KC  OF   3900  7.0      4.476190     3.572381
10 Jorge Bonifacio   KC  OF   3100 21.0      6.333333     5.853774
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         21         0.0 0.00     3 0.261 0.067
5         23         0.0 0.00     4 0.262 0.115
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.281 0.085
8         20         0.0 0.00     2 0.344 0.086
9         21         0.0 0.00     5 0.234 0.035
10         6         0.0 0.00     6 0.338 0.125

[1] "Total fpts: 93.2 (43)"
        Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  10700 25.45     15.762500    11.513353
2      Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC   C   3500  3.00      6.812500     8.968231
4        Chris Davis  BAL  1B   4400  2.00      6.545455     6.609713
5    Jonathan Schoop  BAL  2B   3700  8.00      7.826087     5.859353
6      Manny Machado  BAL  3B   4800 18.00      7.739130     7.386827
7           JJ Hardy  BAL  SS   3100  0.00      4.000000     5.412947
8        Mark Trumbo  BAL  OF   4300 10.00      6.086957     7.347931
9      Jason Heyward  CHC  OF   3600  2.00      7.700000     6.728572
10     Aaron Altherr  PHI  OF   3400 22.00      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     5 0.333 0.175
5         23         0.0 0.00     6 0.360 0.250
6         23         0.0 0.00     3 0.338 0.200
7         21         0.0 0.00     7 0.219 0.078
8         23         0.0 0.00     4 0.245 0.096
9         20         0.0 0.00     5 0.332 0.128
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 92.85 (44)"
       Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3     Cameron Rupp  PHI   C   3100  5.00      5.785714     5.465677
4     Rickie Weeks   TB  1B   2600  6.00      5.000000     5.722762
5      Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6   Mike Moustakas   KC  3B   3400  5.00      8.500000     6.590992
7    Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8  George Springer  HOU  OF   4600  8.00      9.210526     8.396950
9     Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
10  Norichika Aoki  HOU  OF   3500  7.00      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4          9         0.0 0.00     4 0.295 0.128
5         21         0.0 0.00     3 0.385 0.146
6         18         0.0 0.00     1 0.359 0.282
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 92.6 (45)"
        Lineup (78) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.7     27.740000     8.731294
2       Gerrit Cole  PIT   P   8100 19.9     15.300000    13.113416
3    Salvador Perez   KC   C   3400  7.0      7.631579     7.327350
4       Mike Napoli  TEX  1B   3600 19.0      5.181818     5.860573
5      Rougned Odor  TEX  2B   3900  0.0      5.208333     5.793393
6        Joey Gallo  TEX  3B   3300  2.0      9.083333     8.520648
7  Asdrubal Cabrera  NYM  SS   3300  9.0      7.047619     7.559604
8     Shin-Soo Choo  TEX  OF   3700  0.0      8.200000     8.775564
9      Carlos Gomez  TEX  OF   3600  0.0      7.791667     8.856239
10 Michael Conforto  NYM  OF   3200 23.0     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         22         0.0 0.00     5 0.227 0.135
5         24         0.0 0.00     4 0.266 0.175
6         24         0.0 0.00     6 0.370 0.338
7         21         0.0 0.00     2 0.285 0.089
8         20         0.0 0.00     2 0.370 0.164
9         24         0.0 0.00     3 0.340 0.213
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 92.45 (46)"
         Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3    Travis d'Arnaud  NYM     C   2700  4.00      9.500000    14.064412
4          Jay Bruce  NYM 1B/OF   3300  7.00      9.521739    10.595323
5        Neil Walker  NYM    2B   3300  9.00      5.695652     6.284431
6         Jose Reyes  NYM    3B   3500 16.00      6.000000     6.678323
7      Carlos Correa  HOU    SS   4800 13.00      6.100000     4.610058
8       Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
9  Curtis Granderson  NYM    OF   3500  4.00      3.952381     5.740002
10     Aaron Altherr  PHI    OF   3400 22.00      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     7 0.351 0.302
4         23         0.0 0.00     3 0.404 0.292
5         23         0.0 0.00     4 0.262 0.115
6         21         0.0 0.00     6 0.255 0.128
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     2 0.315 0.122
9         21         0.0 0.00     5 0.176 0.093
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 92.15 (47)"
       Lineup (135) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13900 12.70     27.740000     8.731294
2   Lance McCullers  HOU    P  10700 25.45     15.762500    11.513353
3      James McCann  DET    C   2700  2.00      6.000000     8.893307
4        Alex Avila  DET 1B/C   2800  9.00     12.222222     9.666667
5       Ian Kinsler  DET   2B   4200  9.00      6.722222     7.394796
6    Mike Moustakas   KC   3B   3400  5.00      8.500000     6.590992
7     Jose Iglesias  DET   SS   2500  4.00      7.857143     7.533077
8     Jason Heyward  CHC   OF   3600  2.00      7.700000     6.728572
9  Michael Conforto  NYM   OF   3200 23.00     11.615385    11.354430
10       Jim Adduci  DET   OF   2400  0.00      9.750000     7.675719
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.28    NA 0.000 0.000
3         12         0.0 0.00     8 0.305 0.273
4          9         0.0 0.00     6 0.536 0.378
5         18         0.0 0.00     1 0.313 0.149
6         18         0.0 0.00     1 0.359 0.282
7         14         0.0 0.00     9 0.272 0.150
8         20         0.0 0.00     5 0.332 0.128
9         13         0.0 0.00     1 0.434 0.339
10         4         0.0 0.00     7 0.469 0.250

[1] "Total fpts: 91.2 (48)"
        Lineup (134) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4        Eric Hosmer   KC    1B   4000 16.00      4.952381     4.104585
5    Christian Colon   KC 2B/SS   2700  5.00      1.250000     1.500000
6     Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7    Alcides Escobar   KC    SS   3300 12.00      3.095238     3.360130
8       Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9   Andrew McCutchen  PIT    OF   4700 16.00      7.045455     6.305533
10      Lorenzo Cain   KC    OF   4100  4.00      7.550000     4.999737
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         21         0.0 0.00     3 0.261 0.067
5          4         0.0 0.00     9 0.135 0.000
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     8 0.187 0.049
8         19         0.0 0.00     3 0.354 0.146
9         22         0.0 0.00     3 0.323 0.163
10        20         0.0 0.00     2 0.344 0.086

[1] "Total fpts: 91.15 (49)"
      Lineup (126) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2  Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
3     Omar Narvaez  CWS     C   2500  5.00      4.900000     5.445691
4        Jay Bruce  NYM 1B/OF   3300  7.00      9.521739    10.595323
5   Tyler Saladino  CWS    2B   3400  2.00      5.800000     5.185144
6    Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7     Tim Anderson  CWS    SS   3600  3.00      6.631579     7.049118
8    Aaron Altherr  PHI    OF   3400 22.00      8.600000     6.168018
9     Leury Garcia  CWS    OF   2700  3.00      6.875000     6.086871
10       Jacob May  CWS    OF   2700  5.00      1.142857     1.573592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.28    NA 0.000 0.000
3         10         0.0 0.00     8 0.327 0.030
4         23         0.0 0.00     3 0.404 0.292
5         15         0.0 0.00     1 0.286 0.074
6         20         0.0 0.00     4 0.284 0.169
7         19         0.0 0.00     2 0.248 0.097
8         10         0.0 0.00     2 0.376 0.227
9         16         0.0 0.00     7 0.352 0.190
10         7         0.0 0.00     9 0.100 0.000

[1] "Total fpts: 88.85 (50)"
         Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3         Sandy Leon  BOS     C   2900  3.00      4.818182     8.328483
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5    Marco Hernandez  BOS 2B/SS   2900  7.00      4.461538     3.381700
6      Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7    Xander Bogaerts  BOS    SS   4400 10.00      7.235294     4.815722
8     Jackie Bradley  BOS    OF   4200  2.00      5.909091     7.020748
9  Andrew Benintendi  BOS    OF   3900  7.00      8.300000     6.432647
10  Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         11         0.0 0.00     8 0.207 0.100
4         22         0.0 0.00     3 0.383 0.240
5         13         0.0 0.00     9 0.290 0.039
6         20         0.0 0.00     4 0.284 0.169
7         17         0.0 0.00     1 0.334 0.041
8         11         0.0 0.00     7 0.264 0.116
9         20         0.0 0.00     2 0.371 0.144
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 88.2 (51)"
        Lineup (145) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3       Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4          Jay Bruce  NYM 1B/OF   3300  7.00      9.521739    10.595323
5        Neil Walker  NYM    2B   3300  9.00      5.695652     6.284431
6         Jose Reyes  NYM    3B   3500 16.00      6.000000     6.678323
7   Asdrubal Cabrera  NYM    SS   3300  9.00      7.047619     7.559604
8       Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9    George Springer  HOU    OF   4600  8.00      9.210526     8.396950
10 Curtis Granderson  NYM    OF   3500  4.00      3.952381     5.740002
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         23         0.0 0.00     3 0.404 0.292
5         23         0.0 0.00     4 0.262 0.115
6         21         0.0 0.00     6 0.255 0.128
7         21         0.0 0.00     2 0.285 0.089
8         19         0.0 0.00     3 0.354 0.146
9         19         0.0 0.00     1 0.331 0.264
10        21         0.0 0.00     5 0.176 0.093

[1] "Total fpts: 87.45 (52)"
        Lineup (20) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3      Derek Norris   TB   C   2700  9.00      4.444444     5.338233
4      Rickie Weeks   TB  1B   2600  6.00      5.000000     5.722762
5       Brad Miller   TB  2B   3500 14.00      7.333333     7.384669
6       Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7       Tim Beckham   TB  SS   2900 11.00      7.190476     8.778491
8    Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9   Corey Dickerson   TB  OF   3600  7.00      9.250000     6.592460
10 Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4          9         0.0 0.00     4 0.295 0.128
5         21         0.0 0.00     5 0.330 0.136
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     6 0.336 0.222
8         21         0.0 0.00     1 0.312 0.140
9         20         0.0 0.00     3 0.422 0.307
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 87.45 (53)"
       Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4     Tommy Joseph  PHI    1B   3700 22.00      4.250000     4.781910
5  Christian Colon   KC 2B/SS   2700  5.00      1.250000     1.500000
6   Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7  Alcides Escobar   KC    SS   3300 12.00      3.095238     3.360130
8     Brandon Moss   KC    OF   3600  2.00      6.187500     5.991313
9     Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10 Jorge Bonifacio   KC    OF   3100 21.00      6.333333     5.853774
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         16         0.0 0.00     6 0.214 0.075
5          4         0.0 0.00     9 0.135 0.000
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     8 0.187 0.049
8         16         0.0 0.00     7 0.268 0.200
9         19         0.0 0.00     2 0.315 0.122
10         6         0.0 0.00     6 0.338 0.125

[1] "Total fpts: 86.65 (54)"
      Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gerrit Cole  PIT   P   8100 19.90     15.300000    13.113416
2    Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3  Jonathan Lucroy  TEX   C   3800  2.00      4.750000     5.960984
4      Mike Napoli  TEX  1B   3600 19.00      5.181818     5.860573
5      Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6       Joey Gallo  TEX  3B   3300  2.00      9.083333     8.520648
7     Elvis Andrus  TEX  SS   3800 12.00      7.565217     7.222604
8  George Springer  HOU  OF   4600  8.00      9.210526     8.396950
9   Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
10    Nomar Mazara  TEX  OF   3400  3.00      7.652174     9.113470
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         22         0.0 0.00     5 0.227 0.135
5         21         0.0 0.00     3 0.385 0.146
6         24         0.0 0.00     6 0.370 0.338
7         23         0.0 0.00     7 0.321 0.168
8         19         0.0 0.00     1 0.331 0.264
9         21         0.0 0.00     1 0.312 0.140
10        23         0.0 0.00     8 0.292 0.156

[1] "Total fpts: 85.6 (55)"
        Lineup (101) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
2       Jason Vargas   KC     P   7400 12.7     25.987500    11.347200
3  Willson Contreras  CHC     C   3500  3.0      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5      Josh Harrison  PIT 2B/3B   3900 28.0      7.105263     5.414946
6        Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7       Jordy Mercer  PIT    SS   3300  0.0      5.523810     5.427882
8   Andrew McCutchen  PIT    OF   4700 16.0      7.045455     6.305533
9    Gregory Polanco  PIT    OF   4600  0.0      6.833333     6.308258
10        Jose Osuna  PIT    OF   3100  2.0     10.400000    10.039920
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         19         0.0 0.00     1 0.360 0.127
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.281 0.085
8         22         0.0 0.00     3 0.323 0.163
9         18         0.0 0.00     4 0.307 0.091
10         5         0.0 0.00     5 0.439 0.240

[1] "Total fpts: 85.25 (56)"
        Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS     P   9500 20.50     15.450000    10.300546
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4         Joey Votto  CIN    1B   4900  4.00     10.130435     8.242376
5        Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7        Zack Cozart  CIN    SS   3400  0.00      8.850000     6.192313
8        Adam Duvall  CIN    OF   4100 20.00      9.238095     9.751435
9     Billy Hamilton  CIN    OF   4000 27.00      7.190476     6.096056
10    Scott Schebler  CIN    OF   3600  3.00      9.000000     9.279009
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.48    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         23         0.0 0.00     3 0.380 0.322
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     2 0.446 0.254
8         21         0.0 0.00     4 0.349 0.303
9         21         0.0 0.00     1 0.225 0.032
10        21         0.0 0.00     5 0.380 0.354

[1] "Total fpts: 84.85 (57)"
          Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2        Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3        Caleb Joseph  BAL   C   2500  7.00      4.833333     8.010410
4       Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5     Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6       Manny Machado  BAL  3B   4800 18.00      7.739130     7.386827
7  Adeiny Hechavarria  MIA  SS   2500  0.00      4.900000     5.425250
8         Mark Trumbo  BAL  OF   4300 10.00      6.086957     7.347931
9          Adam Jones  BAL  OF   4200  2.00      8.347826     6.343276
10         Seth Smith  BAL  OF   3500  2.00      8.545455     6.990903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3          6         0.0 0.00     9 0.227 0.182
4         22         0.0 0.00     3 0.383 0.240
5         19         0.0 0.00     1 0.390 0.208
6         23         0.0 0.00     3 0.338 0.200
7         10         0.0 0.00     8 0.272 0.067
8         23         0.0 0.00     4 0.245 0.096
9         23         0.0 0.00     2 0.371 0.170
10        11         0.0 0.00     1 0.358 0.238

[1] "Total fpts: 84.85 (58)"
         Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3      Roberto Perez  CLE   C   2300  0.00      3.875000     6.356942
4      Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5         Dee Gordon  MIA  2B   4000 27.00      7.800000     5.277559
6       Martin Prado  MIA  3B   3300  2.00      6.900000     4.701064
7   Asdrubal Cabrera  NYM  SS   3300  9.00      7.047619     7.559604
8  Giancarlo Stanton  MIA  OF   4500  0.00      9.523810     9.775577
9   Christian Yelich  MIA  OF   4200  2.00      9.227273     7.843298
10     Marcell Ozuna  MIA  OF   3500 14.00      9.318182    10.190501
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         22         0.0 0.00     3 0.383 0.240
5         20         0.0 0.00     1 0.299 0.071
6         10         0.0 0.00     2 0.328 0.175
7         21         0.0 0.00     2 0.285 0.089
8         21         0.0 0.00     4 0.374 0.264
9         22         0.0 0.00     3 0.324 0.134
10        22         0.0 0.00     5 0.380 0.239

[1] "Total fpts: 84.65 (59)"
       Lineup (113) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marco Estrada  TOR     P   8300 23.55     17.350000     9.595398
2     Daniel Norris  DET     P   6700 26.10     10.850000    11.464401
3       JT Realmuto  MIA     C   3400  0.00      6.722222     6.114645
4     Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Xander Bogaerts  BOS    SS   4400 10.00      7.235294     4.815722
8  Andrew McCutchen  PIT    OF   4700 16.00      7.045455     6.305533
9    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
10    Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          3         5.3 1.76    NA 0.000 0.000
3         18         0.0 0.00     7 0.376 0.132
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         17         0.0 0.00     1 0.334 0.041
8         22         0.0 0.00     3 0.323 0.163
9         21         0.0 0.00     1 0.312 0.140
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 84.6 (60)"
         Lineup (42) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2        Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
3  Willson Contreras  CHC     C   3500  3.0      6.812500     8.968231
4          Jay Bruce  NYM 1B/OF   3300  7.0      9.521739    10.595323
5        Neil Walker  NYM    2B   3300  9.0      5.695652     6.284431
6         Jose Reyes  NYM    3B   3500 16.0      6.000000     6.678323
7   Asdrubal Cabrera  NYM    SS   3300  9.0      7.047619     7.559604
8      Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
9         Seth Smith  BAL    OF   3500  2.0      8.545455     6.990903
10 Curtis Granderson  NYM    OF   3500  4.0      3.952381     5.740002
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         23         0.0 0.00     3 0.404 0.292
5         23         0.0 0.00     4 0.262 0.115
6         21         0.0 0.00     6 0.255 0.128
7         21         0.0 0.00     2 0.285 0.089
8         20         0.0 0.00     5 0.332 0.128
9         11         0.0 0.00     1 0.358 0.238
10        21         0.0 0.00     5 0.176 0.093

[1] "Total fpts: 84.45 (61)"
      Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Julio Teheran  ATL     P   8500  6.70     14.160000    10.521846
2      Dylan Bundy  BAL     P   7000 13.75     20.060000     9.278497
3  Jonathan Lucroy  TEX     C   3800  2.00      4.750000     5.960984
4   Carlos Santana  CLE 1B/OF   4000  3.00      7.571429     7.553618
5      Jose Altuve  HOU    2B   4900 18.00     10.047619     8.470397
6    Manny Machado  BAL    3B   4800 18.00      7.739130     7.386827
7    Carlos Correa  HOU    SS   4800 13.00      6.100000     4.610058
8  George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9   Carlos Beltran  HOU    OF   3800  0.00      5.684211     5.218052
10    Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.2 1.36    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         21         0.0 0.00     1 0.313 0.143
5         21         0.0 0.00     3 0.385 0.146
6         23         0.0 0.00     3 0.338 0.200
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     5 0.279 0.103
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 84.15 (62)"
        Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2   Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
3     Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4    Carlos Santana  CLE 1B/OF   4000  3.00      7.571429     7.553618
5  Michael Martinez  CLE 2B/3B   2100  5.00           NaN           NA
6     Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7      Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8     Aaron Altherr  PHI    OF   3400 22.00      8.600000     6.168018
9     Brandon Guyer  CLE    OF   2900  5.00      3.000000     4.944132
10   Austin Jackson  CLE    OF   2700  5.00      5.700000     4.691600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.28    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         21         0.0 0.00     1 0.313 0.143
5          0         0.0 0.00     9 0.280 0.200
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.281 0.085
8         10         0.0 0.00     2 0.376 0.227
9         10         0.0 0.00     6 0.171 0.088
10        10         0.0 0.00     7 0.367 0.233

[1] "Total fpts: 82.65 (63)"
        Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Johnny Cueto   SF     P  11500 21.55     13.540000    11.777542
2      Daniel Norris  DET     P   6700 26.10     10.850000    11.464401
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7       Tim Anderson  CWS    SS   3600  3.00      6.631579     7.049118
8      Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
9   Michael Saunders  PHI    OF   3500 17.00      6.625000     6.984507
10      Nomar Mazara  TEX    OF   3400  3.00      7.652174     9.113470
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.40    NA 0.000 0.000
2          3         5.3 1.76    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         19         0.0 0.00     2 0.248 0.097
8         20         0.0 0.00     5 0.332 0.128
9         16         0.0 0.00     5 0.281 0.115
10        23         0.0 0.00     8 0.292 0.156

[1] "Total fpts: 81.6 (64)"
       Lineup (74) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2     Wei-Yin Chen  MIA     P   6600 19.9     10.762500    12.565719
3    Roberto Perez  CLE     C   2300  0.0      3.875000     6.356942
4        Jay Bruce  NYM 1B/OF   3300  7.0      9.521739    10.595323
5      Jose Altuve  HOU    2B   4900 18.0     10.047619     8.470397
6     Alex Bregman  HOU 3B/SS   4000  7.0      5.428571     3.982103
7     Jordy Mercer  PIT    SS   3300  0.0      5.523810     5.427882
8  George Springer  HOU    OF   4600  8.0      9.210526     8.396950
9     Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
10  Norichika Aoki  HOU    OF   3500  7.0      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.3 1.24    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         23         0.0 0.00     3 0.404 0.292
5         21         0.0 0.00     3 0.385 0.146
6         21         0.0 0.00     8 0.299 0.060
7         21         0.0 0.00     2 0.281 0.085
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 81.6 (65)"
      Lineup (107) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2      Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
3     Caleb Joseph  BAL     C   2500  7.0      4.833333     8.010410
4      Chris Davis  BAL    1B   4400  2.0      6.545455     6.609713
5  Jonathan Schoop  BAL    2B   3700  8.0      7.826087     5.859353
6    Ryan Flaherty  BAL 3B/SS   2600  0.0           NaN           NA
7         JJ Hardy  BAL    SS   3100  0.0      4.000000     5.412947
8  George Springer  HOU    OF   4600  8.0      9.210526     8.396950
9    Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
10   Aaron Altherr  PHI    OF   3400 22.0      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3          6         0.0 0.00     9 0.227 0.182
4         22         0.0 0.00     5 0.333 0.175
5         23         0.0 0.00     6 0.360 0.250
6          0         0.0 0.00     8 0.297 0.000
7         21         0.0 0.00     7 0.219 0.078
8         19         0.0 0.00     1 0.331 0.264
9         20         0.0 0.00     5 0.332 0.128
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 79.85 (66)"
         Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3    Salvador Perez   KC     C   3400  7.00      7.631579     7.327350
4       Eric Hosmer   KC    1B   4000 16.00      4.952381     4.104585
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6    Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7  Asdrubal Cabrera  NYM    SS   3300  9.00      7.047619     7.559604
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9      Lorenzo Cain   KC    OF   4100  4.00      7.550000     4.999737
10      Alex Gordon   KC    OF   3900  7.00      4.476190     3.572381
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         21         0.0 0.00     3 0.261 0.067
5         16         0.0 0.00     4 0.321 0.176
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.285 0.089
8         21         0.0 0.00     1 0.312 0.140
9         20         0.0 0.00     2 0.344 0.086
10        21         0.0 0.00     5 0.234 0.035

[1] "Total fpts: 79.45 (67)"
       Lineup (52) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3   Salvador Perez   KC     C   3400  7.00      7.631579     7.327350
4     Rickie Weeks   TB    1B   2600  6.00      5.000000     5.722762
5      Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6    Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7  Alcides Escobar   KC    SS   3300 12.00      3.095238     3.360130
8      Alex Gordon   KC    OF   3900  7.00      4.476190     3.572381
9     Brandon Moss   KC    OF   3600  2.00      6.187500     5.991313
10 Jorge Bonifacio   KC    OF   3100 21.00      6.333333     5.853774
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4          9         0.0 0.00     4 0.295 0.128
5         16         0.0 0.00     4 0.321 0.176
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     8 0.187 0.049
8         21         0.0 0.00     5 0.234 0.035
9         16         0.0 0.00     7 0.268 0.200
10         6         0.0 0.00     6 0.338 0.125

[1] "Total fpts: 78.85 (68)"
       Lineup (56) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3    Tyler Flowers  ATL   C   2900  3.00      7.583333     5.468228
4    Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5  Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6    Adonis Garcia  ATL  3B   3300  7.00      5.523810     5.582285
7   Dansby Swanson  ATL  SS   3200  2.00      4.476190     5.153824
8   Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9        Matt Kemp  ATL  OF   4300 17.00     12.500000    13.853126
10   Nick Markakis  ATL  OF   3500  4.00      7.318182     5.036877
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         12         0.0 0.00     7 0.420 0.044
4         22         0.0 0.00     3 0.383 0.240
5         19         0.0 0.00     1 0.390 0.208
6         21         0.0 0.00     6 0.252 0.089
7         21         0.0 0.00     8 0.196 0.078
8         21         0.0 0.00     1 0.312 0.140
9         12         0.0 0.00     4 0.442 0.411
10        22         0.0 0.00     5 0.368 0.126

[1] "Total fpts: 78.65 (69)"
        Lineup (71) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3    Salvador Perez   KC     C   3400  7.00      7.631579     7.327350
4     Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5       Jose Altuve  HOU    2B   4900 18.00     10.047619     8.470397
6      Alex Bregman  HOU 3B/SS   4000  7.00      5.428571     3.982103
7  Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8   George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9      Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10   Norichika Aoki  HOU    OF   3500  7.00      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         22         0.0 0.00     3 0.383 0.240
5         21         0.0 0.00     3 0.385 0.146
6         21         0.0 0.00     8 0.299 0.060
7         21         0.0 0.00     2 0.417 0.330
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 78.45 (70)"
         Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2        Dylan Bundy  BAL   P   7000 13.75     20.060000     9.278497
3        JT Realmuto  MIA   C   3400  0.00      6.722222     6.114645
4        Justin Bour  MIA  1B   3100  3.00      6.900000     8.807294
5        Javier Baez  CHC  2B   3600 19.00      5.333333     6.137318
6     Mike Moustakas   KC  3B   3400  5.00      8.500000     6.590992
7   Asdrubal Cabrera  NYM  SS   3300  9.00      7.047619     7.559604
8  Giancarlo Stanton  MIA  OF   4500  0.00      9.523810     9.775577
9   Christian Yelich  MIA  OF   4200  2.00      9.227273     7.843298
10     Marcell Ozuna  MIA  OF   3500 14.00      9.318182    10.190501
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         18         0.0 0.00     7 0.376 0.132
4         20         0.0 0.00     6 0.307 0.185
5         15         0.0 0.00     7 0.260 0.136
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.285 0.089
8         21         0.0 0.00     4 0.374 0.264
9         22         0.0 0.00     3 0.324 0.134
10        22         0.0 0.00     5 0.380 0.239

[1] "Total fpts: 78.4 (71)"
         Lineup (98) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2      Michael Wacha  STL     P   7200 10.7     19.675000     3.779219
3         Sandy Leon  BOS     C   2900  3.0      4.818182     8.328483
4          Jay Bruce  NYM 1B/OF   3300  7.0      9.521739    10.595323
5    Marco Hernandez  BOS 2B/SS   2900  7.0      4.461538     3.381700
6      Chris Coghlan  TOR 3B/OF   2600 17.0      4.833333     4.792355
7    Xander Bogaerts  BOS    SS   4400 10.0      7.235294     4.815722
8       Mookie Betts  BOS    OF   5300  2.0      7.263158     8.385451
9  Andrew Benintendi  BOS    OF   3900  7.0      8.300000     6.432647
10      Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3         11         0.0 0.00     8 0.207 0.100
4         23         0.0 0.00     3 0.404 0.292
5         13         0.0 0.00     9 0.290 0.039
6          6         0.0 0.00     9 0.288 0.040
7         17         0.0 0.00     1 0.334 0.041
8         19         0.0 0.00     3 0.354 0.146
9         20         0.0 0.00     2 0.371 0.144
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 78.2 (72)"
       Lineup (137) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Tyler Flowers  ATL     C   2900  3.00      7.583333     5.468228
4   Freddie Freeman  ATL    1B   4600 11.00     13.500000    11.185663
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6     Adonis Garcia  ATL    3B   3300  7.00      5.523810     5.582285
7  Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9         Matt Kemp  ATL    OF   4300 17.00     12.500000    13.853126
10    Nick Markakis  ATL    OF   3500  4.00      7.318182     5.036877
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         12         0.0 0.00     7 0.420 0.044
4         22         0.0 0.00     3 0.527 0.417
5         16         0.0 0.00     4 0.321 0.176
6         21         0.0 0.00     6 0.252 0.089
7         21         0.0 0.00     2 0.417 0.330
8         21         0.0 0.00     1 0.312 0.140
9         12         0.0 0.00     4 0.442 0.411
10        22         0.0 0.00     5 0.368 0.126

[1] "Total fpts: 77.45 (73)"
       Lineup (82) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Dylan Bundy  BAL     P   7000 13.75     20.060000     9.278497
3    Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4    Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5  Christian Colon   KC 2B/SS   2700  5.00      1.250000     1.500000
6      Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7  Alcides Escobar   KC    SS   3300 12.00      3.095238     3.360130
8      Alex Gordon   KC    OF   3900  7.00      4.476190     3.572381
9     Brandon Moss   KC    OF   3600  2.00      6.187500     5.991313
10 Jorge Bonifacio   KC    OF   3100 21.00      6.333333     5.853774
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         22         0.0 0.00     3 0.383 0.240
5          4         0.0 0.00     9 0.135 0.000
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     8 0.187 0.049
8         21         0.0 0.00     5 0.234 0.035
9         16         0.0 0.00     7 0.268 0.200
10         6         0.0 0.00     6 0.338 0.125

[1] "Total fpts: 77.45 (74)"
        Lineup (88) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3     Roberto Perez  CLE   C   2300  0.00      3.875000     6.356942
4   Freddie Freeman  ATL  1B   4600 11.00     13.500000    11.185663
5  Brandon Phillips  ATL  2B   3400  0.00      8.736842     7.823342
6     Adonis Garcia  ATL  3B   3300  7.00      5.523810     5.582285
7      Jordy Mercer  PIT  SS   3300  0.00      5.523810     5.427882
8         Matt Kemp  ATL  OF   4300 17.00     12.500000    13.853126
9     Nick Markakis  ATL  OF   3500  4.00      7.318182     5.036877
10 Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         22         0.0 0.00     3 0.527 0.417
5         19         0.0 0.00     2 0.388 0.145
6         21         0.0 0.00     6 0.252 0.089
7         21         0.0 0.00     2 0.281 0.085
8         12         0.0 0.00     4 0.442 0.411
9         22         0.0 0.00     5 0.368 0.126
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 76.6 (75)"
       Lineup (139) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   8100 19.9     15.300000    13.113416
2      Jason Vargas   KC   P   7400 12.7     25.987500    11.347200
3   Jonathan Lucroy  TEX   C   3800  2.0      4.750000     5.960984
4     Anthony Rizzo  CHC  1B   5200  2.0     10.136364     8.025527
5       Jose Altuve  HOU  2B   4900 18.0     10.047619     8.470397
6       Kris Bryant  CHC  3B   5000  2.0     10.772727     8.176225
7      Elvis Andrus  TEX  SS   3800 12.0      7.565217     7.222604
8     Shin-Soo Choo  TEX  OF   3700  0.0      8.200000     8.775564
9      Nomar Mazara  TEX  OF   3400  3.0      7.652174     9.113470
10 Delino DeShields  TEX  OF   3200  5.0      7.555556     9.488297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         22         0.0 0.00     3 0.383 0.240
5         21         0.0 0.00     3 0.385 0.146
6         22         0.0 0.00     2 0.392 0.227
7         23         0.0 0.00     7 0.321 0.168
8         20         0.0 0.00     2 0.370 0.164
9         23         0.0 0.00     8 0.292 0.156
10         9         0.0 0.00     1 0.303 0.000

[1] "Total fpts: 76.45 (76)"
          Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3       Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4          Jay Bruce  NYM 1B/OF   3300  7.00      9.521739    10.595323
5        Neil Walker  NYM    2B   3300  9.00      5.695652     6.284431
6      Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7   Asdrubal Cabrera  NYM    SS   3300  9.00      7.047619     7.559604
8     Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9  Curtis Granderson  NYM    OF   3500  4.00      3.952381     5.740002
10  Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         23         0.0 0.00     3 0.404 0.292
5         23         0.0 0.00     4 0.262 0.115
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.285 0.089
8         21         0.0 0.00     1 0.312 0.140
9         21         0.0 0.00     5 0.176 0.093
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 76.45 (77)"
        Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2       Dylan Bundy  BAL   P   7000 13.75     20.060000     9.278497
3      Derek Norris   TB   C   2700  9.00      4.444444     5.338233
4         Josh Bell  PIT  1B   3400  2.00      7.263158     7.286533
5   Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6     Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7      Jordy Mercer  PIT  SS   3300  0.00      5.523810     5.427882
8  Andrew McCutchen  PIT  OF   4700 16.00      7.045455     6.305533
9   Gregory Polanco  PIT  OF   4600  0.00      6.833333     6.308258
10       Jose Osuna  PIT  OF   3100  2.00     10.400000    10.039920
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         19         0.0 0.00     6 0.358 0.200
5         19         0.0 0.00     1 0.390 0.208
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.281 0.085
8         22         0.0 0.00     3 0.323 0.163
9         18         0.0 0.00     4 0.307 0.091
10         5         0.0 0.00     5 0.439 0.240

[1] "Total fpts: 76.45 (78)"
        Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3      Derek Norris   TB     C   2700  9.00      4.444444     5.338233
4     Matt Holliday  NYY 1B/OF   3800  0.00      8.833333     9.306860
5    Starlin Castro  NYY    2B   3400  8.00      9.260870     6.876954
6     Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7    Didi Gregorius  NYY    SS   3400  0.00     12.333333     2.081666
8       Aaron Judge  NYY    OF   3900  5.00     12.714286    11.064099
9   Jacoby Ellsbury  NYY    OF   3700 10.00      8.476190     7.159742
10 Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         18         0.0 0.00     3 0.391 0.231
5         23         0.0 0.00     4 0.409 0.198
6         20         0.0 0.00     4 0.284 0.169
7          3         0.0 0.00     2 0.465 0.133
8         21         0.0 0.00     6 0.474 0.447
9         21         0.0 0.00     5 0.335 0.133
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 76.35 (79)"
        Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jake Odorizzi   TB     P   7700 19.45      9.616667     8.823312
2       Wei-Yin Chen  MIA     P   6600 19.90     10.762500    12.565719
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7    Xander Bogaerts  BOS    SS   4400 10.00      7.235294     4.815722
8     Odubel Herrera  PHI    OF   3900  8.00      7.222222     4.222566
9  Andrew Benintendi  BOS    OF   3900  7.00      8.300000     6.432647
10     Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         4.3 1.00    NA 0.000 0.000
2          4         5.3 1.24    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         17         0.0 0.00     1 0.334 0.041
8         18         0.0 0.00     3 0.335 0.155
9         20         0.0 0.00     2 0.371 0.144
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 76.1 (80)"
       Lineup (37) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2      Dylan Covey  CWS     P   4600  0.4      2.016667    10.394269
3     Derek Norris   TB     C   2700  9.0      4.444444     5.338233
4        Jay Bruce  NYM 1B/OF   3300  7.0      9.521739    10.595323
5      Jose Altuve  HOU    2B   4900 18.0     10.047619     8.470397
6    Maikel Franco  PHI    3B   3800  6.0      8.150000     8.145228
7    Carlos Correa  HOU    SS   4800 13.0      6.100000     4.610058
8  George Springer  HOU    OF   4600  8.0      9.210526     8.396950
9   Carlos Beltran  HOU    OF   3800  0.0      5.684211     5.218052
10    Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          3         4.8 1.81    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         23         0.0 0.00     3 0.404 0.292
5         21         0.0 0.00     3 0.385 0.146
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     5 0.279 0.103
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 75.65 (81)"
        Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4        Chris Davis  BAL    1B   4400  2.00      6.545455     6.609713
5        Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6      Manny Machado  BAL    3B   4800 18.00      7.739130     7.386827
7      Carlos Correa  HOU    SS   4800 13.00      6.100000     4.610058
8        Mark Trumbo  BAL    OF   4300 10.00      6.086957     7.347931
9         Adam Jones  BAL    OF   4200  2.00      8.347826     6.343276
10        Seth Smith  BAL    OF   3500  2.00      8.545455     6.990903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     5 0.333 0.175
5         16         0.0 0.00     4 0.321 0.176
6         23         0.0 0.00     3 0.338 0.200
7         20         0.0 0.00     4 0.296 0.116
8         23         0.0 0.00     4 0.245 0.096
9         23         0.0 0.00     2 0.371 0.170
10        11         0.0 0.00     1 0.358 0.238

[1] "Total fpts: 74.65 (82)"
        Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT   P   8100 19.90     15.300000    13.113416
2      Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3        JT Realmuto  MIA   C   3400  0.00      6.722222     6.114645
4        Justin Bour  MIA  1B   3100  3.00      6.900000     8.807294
5        Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6        Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7      Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8  Giancarlo Stanton  MIA  OF   4500  0.00      9.523810     9.775577
9   Christian Yelich  MIA  OF   4200  2.00      9.227273     7.843298
10     Marcell Ozuna  MIA  OF   3500 14.00      9.318182    10.190501
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         18         0.0 0.00     7 0.376 0.132
4         20         0.0 0.00     6 0.307 0.185
5         21         0.0 0.00     3 0.385 0.146
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         21         0.0 0.00     4 0.374 0.264
9         22         0.0 0.00     3 0.324 0.134
10        22         0.0 0.00     5 0.380 0.239

[1] "Total fpts: 74.2 (83)"
         Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Asdrubal Cabrera  NYM    SS   3300  9.00      7.047619     7.559604
8      Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
9       Steven Souza   TB    OF   3400  2.00      7.869565     6.791066
10  Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.285 0.089
8         20         0.0 0.00     5 0.332 0.128
9         23         0.0 0.00     2 0.409 0.213
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 74.2 (84)"
        Lineup (24) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS     P   9500 20.5     15.450000    10.300546
2     Michael Wacha  STL     P   7200 10.7     19.675000     3.779219
3    Salvador Perez   KC     C   3400  7.0      7.631579     7.327350
4     Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5       Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7  Francisco Lindor  CLE    SS   4300  5.0     11.142857    10.036362
8    Kyle Schwarber  CHC    OF   4300  0.0      6.619048     5.361681
9     Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
10    Aaron Altherr  PHI    OF   3400 22.0      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.48    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.417 0.330
8         21         0.0 0.00     1 0.312 0.140
9         20         0.0 0.00     5 0.332 0.128
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 74.2 (85)"
      Lineup (110) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2    Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4      Eric Hosmer   KC    1B   4000 16.00      4.952381     4.104585
5      Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6     Alex Bregman  HOU 3B/SS   4000  7.00      5.428571     3.982103
7     Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8  George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9     Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10  Norichika Aoki  HOU    OF   3500  7.00      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         21         0.0 0.00     3 0.261 0.067
5         16         0.0 0.00     4 0.321 0.176
6         21         0.0 0.00     8 0.299 0.060
7         21         0.0 0.00     2 0.281 0.085
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 73.2 (86)"
        Lineup (141) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS     P   9500 20.5     15.450000    10.300546
2       Jason Vargas   KC     P   7400 12.7     25.987500    11.347200
3       Brian McCann  HOU     C   3400  3.0      8.562500     5.943834
4     Hanley Ramirez  BOS 1B/OF   4600  7.0      7.444444     5.458099
5    Marco Hernandez  BOS 2B/SS   2900  7.0      4.461538     3.381700
6        Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7    Xander Bogaerts  BOS    SS   4400 10.0      7.235294     4.815722
8       Mookie Betts  BOS    OF   5300  2.0      7.263158     8.385451
9  Andrew Benintendi  BOS    OF   3900  7.0      8.300000     6.432647
10      Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.48    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         18         0.0 0.00     4 0.316 0.152
5         13         0.0 0.00     9 0.290 0.039
6         22         0.0 0.00     2 0.392 0.227
7         17         0.0 0.00     1 0.334 0.041
8         19         0.0 0.00     3 0.354 0.146
9         20         0.0 0.00     2 0.371 0.144
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 72.85 (87)"
          Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2        Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3        Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4       Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5     Cesar Hernandez  PHI    2B   3500 15.00     11.000000     7.852813
6        Alex Bregman  HOU 3B/SS   4000  7.00      5.428571     3.982103
7  Adeiny Hechavarria  MIA    SS   2500  0.00      4.900000     5.425250
8     George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9        Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10     Norichika Aoki  HOU    OF   3500  7.00      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         22         0.0 0.00     3 0.383 0.240
5         19         0.0 0.00     1 0.390 0.208
6         21         0.0 0.00     8 0.299 0.060
7         10         0.0 0.00     8 0.272 0.067
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 72.85 (88)"
       Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3     Brian McCann  HOU   C   3400  3.00      8.562500     5.943834
4      Mike Napoli  TEX  1B   3600 19.00      5.181818     5.860573
5     Rougned Odor  TEX  2B   3900  0.00      5.208333     5.793393
6       Joey Gallo  TEX  3B   3300  2.00      9.083333     8.520648
7     Elvis Andrus  TEX  SS   3800 12.00      7.565217     7.222604
8  George Springer  HOU  OF   4600  8.00      9.210526     8.396950
9   Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
10    Carlos Gomez  TEX  OF   3600  0.00      7.791667     8.856239
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         22         0.0 0.00     5 0.227 0.135
5         24         0.0 0.00     4 0.266 0.175
6         24         0.0 0.00     6 0.370 0.338
7         23         0.0 0.00     7 0.321 0.168
8         19         0.0 0.00     1 0.331 0.264
9         21         0.0 0.00     1 0.312 0.140
10        24         0.0 0.00     3 0.340 0.213

[1] "Total fpts: 72.5 (89)"
      Lineup (125) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Trevor Bauer  CLE   P   7800 -6.2     13.500000     7.778335
2    Michael Wacha  STL   P   7200 10.7     19.675000     3.779219
3      JT Realmuto  MIA   C   3400  0.0      6.722222     6.114645
4    Anthony Rizzo  CHC  1B   5200  2.0     10.136364     8.025527
5      Jose Altuve  HOU  2B   4900 18.0     10.047619     8.470397
6    Manny Machado  BAL  3B   4800 18.0      7.739130     7.386827
7    Carlos Correa  HOU  SS   4800 13.0      6.100000     4.610058
8  George Springer  HOU  OF   4600  8.0      9.210526     8.396950
9     Josh Reddick  HOU  OF   3600  2.0      6.789474     8.093749
10  Norichika Aoki  HOU  OF   3500  7.0      5.625000     6.489735
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.35    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3         18         0.0 0.00     7 0.376 0.132
4         22         0.0 0.00     3 0.383 0.240
5         21         0.0 0.00     3 0.385 0.146
6         23         0.0 0.00     3 0.338 0.200
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     2 0.315 0.122
10        16         0.0 0.00     9 0.315 0.083

[1] "Total fpts: 72.45 (90)"
        Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4      Rickie Weeks   TB    1B   2600  6.00      5.000000     5.722762
5     Josh Harrison  PIT 2B/3B   3900 28.00      7.105263     5.414946
6    Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7      Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8  Andrew McCutchen  PIT    OF   4700 16.00      7.045455     6.305533
9   Gregory Polanco  PIT    OF   4600  0.00      6.833333     6.308258
10       Jose Osuna  PIT    OF   3100  2.00     10.400000    10.039920
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4          9         0.0 0.00     4 0.295 0.128
5         19         0.0 0.00     1 0.360 0.127
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.281 0.085
8         22         0.0 0.00     3 0.323 0.163
9         18         0.0 0.00     4 0.307 0.091
10         5         0.0 0.00     5 0.439 0.240

[1] "Total fpts: 71.85 (91)"
         Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3     Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4     Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7       Tim Beckham   TB    SS   2900 11.00      7.190476     8.778491
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9     Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
10 Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     6 0.336 0.222
8         21         0.0 0.00     1 0.312 0.140
9         20         0.0 0.00     5 0.332 0.128
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 71.45 (92)"
       Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Dylan Bundy  BAL     P   7000 13.75     20.060000     9.278497
3  Jonathan Lucroy  TEX     C   3800  2.00      4.750000     5.960984
4      Mike Napoli  TEX    1B   3600 19.00      5.181818     5.860573
5      Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6       Joey Gallo  TEX    3B   3300  2.00      9.083333     8.520648
7     Elvis Andrus  TEX    SS   3800 12.00      7.565217     7.222604
8    Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
9     Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10    Nomar Mazara  TEX    OF   3400  3.00      7.652174     9.113470
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         22         0.0 0.00     5 0.227 0.135
5         16         0.0 0.00     4 0.321 0.176
6         24         0.0 0.00     6 0.370 0.338
7         23         0.0 0.00     7 0.321 0.168
8         20         0.0 0.00     5 0.332 0.128
9         19         0.0 0.00     2 0.315 0.122
10        23         0.0 0.00     8 0.292 0.156

[1] "Total fpts: 70.6 (93)"
       Lineup (70) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2      Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
3     Caleb Joseph  BAL     C   2500  7.0      4.833333     8.010410
4     Tommy Joseph  PHI    1B   3700 22.0      4.250000     4.781910
5      Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6    Ryan Flaherty  BAL 3B/SS   2600  0.0           NaN           NA
7         JJ Hardy  BAL    SS   3100  0.0      4.000000     5.412947
8       Adam Jones  BAL    OF   4200  2.0      8.347826     6.343276
9     Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
10      Seth Smith  BAL    OF   3500  2.0      8.545455     6.990903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3          6         0.0 0.00     9 0.227 0.182
4         16         0.0 0.00     6 0.214 0.075
5         16         0.0 0.00     4 0.321 0.176
6          0         0.0 0.00     8 0.297 0.000
7         21         0.0 0.00     7 0.219 0.078
8         23         0.0 0.00     2 0.371 0.170
9         19         0.0 0.00     2 0.315 0.122
10        11         0.0 0.00     1 0.358 0.238

[1] "Total fpts: 70 (94)"
     Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Johnny Cueto   SF     P  11500 21.55     13.540000    11.777542
2   Jake Odorizzi   TB     P   7700 19.45      9.616667     8.823312
3   Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4   Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5     Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6     Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Freddy Galvis  PHI    SS   3300 18.00      7.000000     5.848977
8  Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9      Seth Smith  BAL    OF   3500  2.00      8.545455     6.990903
10        Jon Jay  CHC    OF   3000  2.00      6.750000     5.338539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0  1.4    NA 0.000 0.000
2          3         4.3  1.0    NA 0.000 0.000
3          8         0.0  0.0     8 0.202 0.033
4         22         0.0  0.0     3 0.383 0.240
5         16         0.0  0.0     4 0.321 0.176
6         22         0.0  0.0     2 0.392 0.227
7         20         0.0  0.0     7 0.319 0.200
8         21         0.0  0.0     1 0.312 0.140
9         11         0.0  0.0     1 0.358 0.238
10         8         0.0  0.0     9 0.424 0.103

[1] "Total fpts: 69.85 (95)"
        Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3   Jonathan Lucroy  TEX   C   3800  2.00      4.750000     5.960984
4     Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5   Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6        Joey Gallo  TEX  3B   3300  2.00      9.083333     8.520648
7      Elvis Andrus  TEX  SS   3800 12.00      7.565217     7.222604
8    Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9      Nomar Mazara  TEX  OF   3400  3.00      7.652174     9.113470
10 Delino DeShields  TEX  OF   3200  5.00      7.555556     9.488297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         22         0.0 0.00     3 0.383 0.240
5         19         0.0 0.00     1 0.390 0.208
6         24         0.0 0.00     6 0.370 0.338
7         23         0.0 0.00     7 0.321 0.168
8         21         0.0 0.00     1 0.312 0.140
9         23         0.0 0.00     8 0.292 0.156
10         9         0.0 0.00     1 0.303 0.000

[1] "Total fpts: 69.15 (96)"
       Lineup (64) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Julio Teheran  ATL     P   8500  6.70     14.160000    10.521846
2    Jake Odorizzi   TB     P   7700 19.45      9.616667     8.823312
3     Derek Norris   TB     C   2700  9.00      4.444444     5.338233
4    Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5      Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6      Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7     Aledmys Diaz  STL    SS   4000 17.00      6.388889     9.726488
8  George Springer  HOU    OF   4600  8.00      9.210526     8.396950
9   Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
10   Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.2 1.36    NA 0.000 0.000
2          3         4.3 1.00    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         18         0.0 0.00     2 0.266 0.174
8         19         0.0 0.00     1 0.331 0.264
9         21         0.0 0.00     1 0.312 0.140
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 69.1 (97)"
      Lineup (104) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.7     27.740000     8.731294
2      Dylan Covey  CWS   P   4600  0.4      2.016667    10.394269
3     Brian McCann  HOU   C   3400  3.0      8.562500     5.943834
4      Chris Davis  BAL  1B   4400  2.0      6.545455     6.609713
5      Javier Baez  CHC  2B   3600 19.0      5.333333     6.137318
6    Manny Machado  BAL  3B   4800 18.0      7.739130     7.386827
7     Jordy Mercer  PIT  SS   3300  0.0      5.523810     5.427882
8      Mark Trumbo  BAL  OF   4300 10.0      6.086957     7.347931
9       Adam Jones  BAL  OF   4200  2.0      8.347826     6.343276
10      Seth Smith  BAL  OF   3500  2.0      8.545455     6.990903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          3         4.8 1.81    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         22         0.0 0.00     5 0.333 0.175
5         15         0.0 0.00     7 0.260 0.136
6         23         0.0 0.00     3 0.338 0.200
7         21         0.0 0.00     2 0.281 0.085
8         23         0.0 0.00     4 0.245 0.096
9         23         0.0 0.00     2 0.371 0.170
10        11         0.0 0.00     1 0.358 0.238

[1] "Total fpts: 68.45 (98)"
        Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3      Omar Narvaez  CWS   C   2500  5.00      4.900000     5.445691
4     Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5    Tyler Saladino  CWS  2B   3400  2.00      5.800000     5.185144
6     Matt Davidson  CWS  3B   3500  0.00      8.545455     9.363372
7     Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8  Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
9      Leury Garcia  CWS  OF   2700  3.00      6.875000     6.086871
10        Jacob May  CWS  OF   2700  5.00      1.142857     1.573592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         10         0.0 0.00     8 0.327 0.030
4         22         0.0 0.00     3 0.383 0.240
5         15         0.0 0.00     1 0.286 0.074
6         11         0.0 0.00     6 0.389 0.327
7         20         0.0 0.00     4 0.296 0.116
8         13         0.0 0.00     1 0.434 0.339
9         16         0.0 0.00     7 0.352 0.190
10         7         0.0 0.00     9 0.100 0.000

[1] "Total fpts: 68.4 (99)"
         Lineup (138) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13900 12.7     27.740000     8.731294
2       Michael Wacha  STL   P   7200 10.7     19.675000     3.779219
3       Roberto Perez  CLE   C   2300  0.0      3.875000     6.356942
4         Chris Davis  BAL  1B   4400  2.0      6.545455     6.609713
5     Jonathan Schoop  BAL  2B   3700  8.0      7.826087     5.859353
6       Manny Machado  BAL  3B   4800 18.0      7.739130     7.386827
7  Adeiny Hechavarria  MIA  SS   2500  0.0      4.900000     5.425250
8         Mark Trumbo  BAL  OF   4300 10.0      6.086957     7.347931
9          Adam Jones  BAL  OF   4200  2.0      8.347826     6.343276
10       Andrew Toles  LAD  OF   2700  5.0      9.615385     8.301992
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         22         0.0 0.00     5 0.333 0.175
5         23         0.0 0.00     6 0.360 0.250
6         23         0.0 0.00     3 0.338 0.200
7         10         0.0 0.00     8 0.272 0.067
8         23         0.0 0.00     4 0.245 0.096
9         23         0.0 0.00     2 0.371 0.170
10        13         0.0 0.00     1 0.323 0.225

[1] "Total fpts: 68.2 (100)"
       Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2    Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Derek Norris   TB     C   2700  9.00      4.444444     5.338233
4    Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5      Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6      Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7     Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8   Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9    Aaron Altherr  PHI    OF   3400 22.00      8.600000     6.168018
10         Jon Jay  CHC    OF   3000  2.00      6.750000     5.338539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.281 0.085
8         21         0.0 0.00     1 0.312 0.140
9         10         0.0 0.00     2 0.376 0.227
10         8         0.0 0.00     9 0.424 0.103

[1] "Total fpts: 67.65 (101)"
      Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Rick Porcello  BOS     P   9500 20.50     15.450000    10.300546
2    Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3    Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4   Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5     Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6     Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7    Aledmys Diaz  STL    SS   4000 17.00      6.388889     9.726488
8    Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9  Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
10        Jon Jay  CHC    OF   3000  2.00      6.750000     5.338539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.48    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         18         0.0 0.00     2 0.266 0.174
8         19         0.0 0.00     3 0.354 0.146
9         21         0.0 0.00     1 0.312 0.140
10         8         0.0 0.00     9 0.424 0.103

[1] "Total fpts: 67.45 (102)"
        Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3   Yasmani Grandal  LAD   C   3200  2.00      6.315789     7.348867
4   Adrian Gonzalez  LAD  1B   3700  3.00      5.550000     4.536112
5   Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6     Justin Turner  LAD  3B   3900  0.00      8.666667     4.983305
7      Corey Seager  LAD  SS   4100  2.00      9.818182     7.871808
8      Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
9  Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
10     Andrew Toles  LAD  OF   2700  5.00      9.615385     8.301992
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         19         0.0 0.00     4 0.319 0.183
4         20         0.0 0.00     5 0.299 0.059
5         19         0.0 0.00     1 0.390 0.208
6         21         0.0 0.00     3 0.450 0.157
7         22         0.0 0.00     2 0.413 0.231
8         19         0.0 0.00     2 0.315 0.122
9         13         0.0 0.00     1 0.434 0.339
10        13         0.0 0.00     1 0.323 0.225

[1] "Total fpts: 67.45 (103)"
        Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Johnny Cueto   SF     P  11500 21.55     13.540000    11.777542
2      Wei-Yin Chen  MIA     P   6600 19.90     10.762500    12.565719
3        Manny Pina  MIL     C   2700  8.00      8.416667     6.598324
4     Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7  Asdrubal Cabrera  NYM    SS   3300  9.00      7.047619     7.559604
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9    Carlos Beltran  HOU    OF   3800  0.00      5.684211     5.218052
10    Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.40    NA 0.000 0.000
2          4         5.3 1.24    NA 0.000 0.000
3         12         0.0 0.00     5 0.426 0.188
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.285 0.089
8         21         0.0 0.00     1 0.312 0.140
9         19         0.0 0.00     5 0.279 0.103
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 66.9 (104)"
         Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
2       Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC   C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5        Jose Altuve  HOU  2B   4900 18.00     10.047619     8.470397
6        Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7      Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8    George Springer  HOU  OF   4600  8.00      9.210526     8.396950
9     Carlos Beltran  HOU  OF   3800  0.00      5.684211     5.218052
10      Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 0.78    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         21         0.0 0.00     3 0.385 0.146
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         19         0.0 0.00     1 0.331 0.264
9         19         0.0 0.00     5 0.279 0.103
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 66.65 (105)"
       Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   8100 19.90     15.300000    13.113416
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3   Jonathan Lucroy  TEX   C   3800  2.00      4.750000     5.960984
4      Tommy Joseph  PHI  1B   3700 22.00      4.250000     4.781910
5      Rougned Odor  TEX  2B   3900  0.00      5.208333     5.793393
6       Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7     Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8     Shin-Soo Choo  TEX  OF   3700  0.00      8.200000     8.775564
9      Carlos Gomez  TEX  OF   3600  0.00      7.791667     8.856239
10 Delino DeShields  TEX  OF   3200  5.00      7.555556     9.488297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         16         0.0 0.00     6 0.214 0.075
5         24         0.0 0.00     4 0.266 0.175
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         20         0.0 0.00     2 0.370 0.164
9         24         0.0 0.00     3 0.340 0.213
10         9         0.0 0.00     1 0.303 0.000

[1] "Total fpts: 66.6 (106)"
       Lineup (34) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
2     Jason Vargas   KC     P   7400 12.7     25.987500    11.347200
3   Salvador Perez   KC     C   3400  7.0      7.631579     7.327350
4    Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5      Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6      Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7  Xander Bogaerts  BOS    SS   4400 10.0      7.235294     4.815722
8  George Springer  HOU    OF   4600  8.0      9.210526     8.396950
9   Kyle Schwarber  CHC    OF   4300  0.0      6.619048     5.361681
10         Jon Jay  CHC    OF   3000  2.0      6.750000     5.338539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         17         0.0 0.00     1 0.334 0.041
8         19         0.0 0.00     1 0.331 0.264
9         21         0.0 0.00     1 0.312 0.140
10         8         0.0 0.00     9 0.424 0.103

[1] "Total fpts: 66.45 (107)"
         Lineup (72) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3  Willson Contreras  CHC   C   3500  3.00      6.812500     8.968231
4       Rickie Weeks   TB  1B   2600  6.00      5.000000     5.722762
5        Brad Miller   TB  2B   3500 14.00      7.333333     7.384669
6      Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7      Carlos Correa  HOU  SS   4800 13.00      6.100000     4.610058
8    Corey Dickerson   TB  OF   3600  7.00      9.250000     6.592460
9       Steven Souza   TB  OF   3400  2.00      7.869565     6.791066
10     Peter Bourjos   TB  OF   2700  0.00      3.500000     4.135215
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4          9         0.0 0.00     4 0.295 0.128
5         21         0.0 0.00     5 0.330 0.136
6         20         0.0 0.00     4 0.284 0.169
7         20         0.0 0.00     4 0.296 0.116
8         20         0.0 0.00     3 0.422 0.307
9         23         0.0 0.00     2 0.409 0.213
10         6         0.0 0.00     1 0.241 0.097

[1] "Total fpts: 64.4 (108)"
         Lineup (36) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jason Vargas   KC     P   7400 12.7     25.987500    11.347200
2      Michael Wacha  STL     P   7200 10.7     19.675000     3.779219
3  Willson Contreras  CHC     C   3500  3.0      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7      Carlos Correa  HOU    SS   4800 13.0      6.100000     4.610058
8   Andrew McCutchen  PIT    OF   4700 16.0      7.045455     6.305533
9  Giancarlo Stanton  MIA    OF   4500  0.0      9.523810     9.775577
10     Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.4 0.90    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         22         0.0 0.00     3 0.323 0.163
9         21         0.0 0.00     4 0.374 0.264
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 63.45 (109)"
       Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3     James McCann  DET   C   2700  2.00      6.000000     8.893307
4    Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5      Ian Kinsler  DET  2B   4200  9.00      6.722222     7.394796
6    Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7    Jose Iglesias  DET  SS   2500  4.00      7.857143     7.533077
8   Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9    Tyler Collins  DET  OF   2600 25.00      6.615385     6.727288
10      Jim Adduci  DET  OF   2400  0.00      9.750000     7.675719
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         12         0.0 0.00     8 0.305 0.273
4         22         0.0 0.00     3 0.383 0.240
5         18         0.0 0.00     1 0.313 0.149
6         20         0.0 0.00     4 0.284 0.169
7         14         0.0 0.00     9 0.272 0.150
8         21         0.0 0.00     1 0.312 0.140
9         13         0.0 0.00     2 0.325 0.092
10         4         0.0 0.00     7 0.469 0.250

[1] "Total fpts: 63.45 (110)"
       Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
2      Jason Vargas   KC   P   7400 12.70     25.987500    11.347200
3      Brian McCann  HOU   C   3400  3.00      8.562500     5.943834
4       Chris Davis  BAL  1B   4400  2.00      6.545455     6.609713
5   Jonathan Schoop  BAL  2B   3700  8.00      7.826087     5.859353
6     Manny Machado  BAL  3B   4800 18.00      7.739130     7.386827
7  Francisco Lindor  CLE  SS   4300  5.00     11.142857    10.036362
8    Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9       Mark Trumbo  BAL  OF   4300 10.00      6.086957     7.347931
10       Adam Jones  BAL  OF   4200  2.00      8.347826     6.343276
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.8 0.78    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         22         0.0 0.00     5 0.333 0.175
5         23         0.0 0.00     6 0.360 0.250
6         23         0.0 0.00     3 0.338 0.200
7         21         0.0 0.00     2 0.417 0.330
8         21         0.0 0.00     1 0.312 0.140
9         23         0.0 0.00     4 0.245 0.096
10        23         0.0 0.00     2 0.371 0.170

[1] "Total fpts: 63.05 (111)"
         Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8       Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9    George Springer  HOU    OF   4600  8.00      9.210526     8.396950
10     Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.417 0.330
8         19         0.0 0.00     3 0.354 0.146
9         19         0.0 0.00     1 0.331 0.264
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 61.85 (112)"
         Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5    Christian Colon   KC 2B/SS   2700  5.00      1.250000     1.500000
6     Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7    Alcides Escobar   KC    SS   3300 12.00      3.095238     3.360130
8     Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9       Lorenzo Cain   KC    OF   4100  4.00      7.550000     4.999737
10      Brandon Moss   KC    OF   3600  2.00      6.187500     5.991313
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5          4         0.0 0.00     9 0.135 0.000
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     8 0.187 0.049
8         21         0.0 0.00     1 0.312 0.140
9         20         0.0 0.00     2 0.344 0.086
10        16         0.0 0.00     7 0.268 0.200

[1] "Total fpts: 61.85 (113)"
         Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3      Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4  Edwin Encarnacion  CLE    1B   4100  8.00      6.380952     6.272768
5       Jose Ramirez  CLE 2B/3B   4300  0.00     10.210526    10.395399
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7      Carlos Correa  HOU    SS   4800 13.00      6.100000     4.610058
8     Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9      Brandon Guyer  CLE    OF   2900  5.00      3.000000     4.944132
10    Austin Jackson  CLE    OF   2700  5.00      5.700000     4.691600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         21         0.0 0.00     4 0.317 0.153
5         19         0.0 0.00     5 0.413 0.264
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         21         0.0 0.00     1 0.312 0.140
9         10         0.0 0.00     6 0.171 0.088
10        10         0.0 0.00     7 0.367 0.233

[1] "Total fpts: 61.85 (114)"
         Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4  Edwin Encarnacion  CLE    1B   4100  8.00      6.380952     6.272768
5       Jose Ramirez  CLE 2B/3B   4300  0.00     10.210526    10.395399
6      Maikel Franco  PHI    3B   3800  6.00      8.150000     8.145228
7   Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8   Michael Brantley  CLE    OF   4100  4.00     11.312500     7.604549
9       Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10     Brandon Guyer  CLE    OF   2900  5.00      3.000000     4.944132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         21         0.0 0.00     4 0.317 0.153
5         19         0.0 0.00     5 0.413 0.264
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.417 0.330
8         16         0.0 0.00     3 0.392 0.244
9         19         0.0 0.00     2 0.315 0.122
10        10         0.0 0.00     6 0.171 0.088

[1] "Total fpts: 61.45 (115)"
       Lineup (90) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY    P   8000  2.75     26.037500    10.248933
3     James McCann  DET    C   2700  2.00      6.000000     8.893307
4       Alex Avila  DET 1B/C   2800  9.00     12.222222     9.666667
5      Jose Altuve  HOU   2B   4900 18.00     10.047619     8.470397
6      Kris Bryant  CHC   3B   5000  2.00     10.772727     8.176225
7    Jose Iglesias  DET   SS   2500  4.00      7.857143     7.533077
8     Justin Upton  DET   OF   4000  9.00     10.294118     9.033028
9     Josh Reddick  HOU   OF   3600  2.00      6.789474     8.093749
10      Jim Adduci  DET   OF   2400  0.00      9.750000     7.675719
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         12         0.0 0.00     8 0.305 0.273
4          9         0.0 0.00     6 0.536 0.378
5         21         0.0 0.00     3 0.385 0.146
6         22         0.0 0.00     2 0.392 0.227
7         14         0.0 0.00     9 0.272 0.150
8         17         0.0 0.00     5 0.415 0.275
9         19         0.0 0.00     2 0.315 0.122
10         4         0.0 0.00     7 0.469 0.250

[1] "Total fpts: 60.45 (116)"
         Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3       Derek Norris   TB   C   2700  9.00      4.444444     5.338233
4        Justin Bour  MIA  1B   3100  3.00      6.900000     8.807294
5    Cesar Hernandez  PHI  2B   3500 15.00     11.000000     7.852813
6       Martin Prado  MIA  3B   3300  2.00      6.900000     4.701064
7       Jordy Mercer  PIT  SS   3300  0.00      5.523810     5.427882
8  Giancarlo Stanton  MIA  OF   4500  0.00      9.523810     9.775577
9   Christian Yelich  MIA  OF   4200  2.00      9.227273     7.843298
10     Marcell Ozuna  MIA  OF   3500 14.00      9.318182    10.190501
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         18         0.0 0.00     7 0.208 0.071
4         20         0.0 0.00     6 0.307 0.185
5         19         0.0 0.00     1 0.390 0.208
6         10         0.0 0.00     2 0.328 0.175
7         21         0.0 0.00     2 0.281 0.085
8         21         0.0 0.00     4 0.374 0.264
9         22         0.0 0.00     3 0.324 0.134
10        22         0.0 0.00     5 0.380 0.239

[1] "Total fpts: 59.6 (117)"
        Lineup (55) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2       Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
3     Roberto Perez  CLE     C   2300  0.0      3.875000     6.356942
4    Carlos Santana  CLE 1B/OF   4000  3.0      7.571429     7.553618
5  Michael Martinez  CLE 2B/3B   2100  5.0           NaN           NA
6     Maikel Franco  PHI    3B   3800  6.0      8.150000     8.145228
7  Francisco Lindor  CLE    SS   4300  5.0     11.142857    10.036362
8  Michael Brantley  CLE    OF   4100  4.0     11.312500     7.604549
9     Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
10     Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         21         0.0 0.00     1 0.313 0.143
5          0         0.0 0.00     9 0.280 0.200
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.417 0.330
8         16         0.0 0.00     3 0.392 0.244
9         20         0.0 0.00     5 0.332 0.128
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 59.45 (118)"
         Lineup (80) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL     P   8500  6.70     14.160000    10.521846
2        Dylan Bundy  BAL     P   7000 13.75     20.060000     9.278497
3  Willson Contreras  CHC     C   3500  3.00      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7       Corey Seager  LAD    SS   4100  2.00      9.818182     7.871808
8      Jose Bautista  TOR    OF   4400 21.00      5.909091     5.335497
9       Lorenzo Cain   KC    OF   4100  4.00      7.550000     4.999737
10     Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.2 1.36    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         22         0.0 0.00     2 0.413 0.231
8         22         0.0 0.00     3 0.250 0.069
9         20         0.0 0.00     2 0.344 0.086
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 59.45 (119)"
        Lineup (85) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3      Cameron Rupp  PHI   C   3100  5.00      5.785714     5.465677
4        Jose Abreu  CWS  1B   4300  0.00      7.263158     8.278769
5    Tyler Saladino  CWS  2B   3400  2.00      5.800000     5.185144
6     Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7      Tim Anderson  CWS  SS   3600  3.00      6.631579     7.049118
8     Melky Cabrera  CWS  OF   3900  0.00      6.117647     4.342844
9  Michael Conforto  NYM  OF   3200 23.00     11.615385    11.354430
10        Jacob May  CWS  OF   2700  5.00      1.142857     1.573592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         19         0.0 0.00     4 0.344 0.159
5         15         0.0 0.00     1 0.286 0.074
6         20         0.0 0.00     4 0.284 0.169
7         19         0.0 0.00     2 0.248 0.097
8         17         0.0 0.00     3 0.299 0.091
9         13         0.0 0.00     1 0.434 0.339
10         7         0.0 0.00     9 0.100 0.000

[1] "Total fpts: 58.45 (120)"
        Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3     Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4    Carlos Santana  CLE 1B/OF   4000  3.00      7.571429     7.553618
5  Michael Martinez  CLE 2B/3B   2100  5.00           NaN           NA
6       Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7  Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9  Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
10   Austin Jackson  CLE    OF   2700  5.00      5.700000     4.691600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         21         0.0 0.00     1 0.313 0.143
5          0         0.0 0.00     9 0.280 0.200
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.417 0.330
8         21         0.0 0.00     1 0.312 0.140
9         13         0.0 0.00     1 0.434 0.339
10        10         0.0 0.00     7 0.367 0.233

[1] "Total fpts: 58.2 (121)"
       Lineup (21) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2      Dylan Bundy  BAL     P   7000 13.75     20.060000     9.278497
3     Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4    Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5      Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6      Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7     Tim Anderson  CWS    SS   3600  3.00      6.631579     7.049118
8   Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9    Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
10      Seth Smith  BAL    OF   3500  2.00      8.545455     6.990903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         19         0.0 0.00     2 0.248 0.097
8         21         0.0 0.00     1 0.312 0.140
9         20         0.0 0.00     5 0.332 0.128
10        11         0.0 0.00     1 0.358 0.238

[1] "Total fpts: 58.2 (122)"
       Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P  10700 25.45     15.762500    11.513353
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3      Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4         Josh Bell  PIT    1B   3400  2.00      7.263158     7.286533
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7      Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8  Andrew McCutchen  PIT    OF   4700 16.00      7.045455     6.305533
9   Gregory Polanco  PIT    OF   4600  0.00      6.833333     6.308258
10       Jose Osuna  PIT    OF   3100  2.00     10.400000    10.039920
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.8 1.28    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         19         0.0 0.00     6 0.358 0.200
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.281 0.085
8         22         0.0 0.00     3 0.323 0.163
9         18         0.0 0.00     4 0.307 0.091
10         5         0.0 0.00     5 0.439 0.240

[1] "Total fpts: 57.45 (123)"
        Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3      Caleb Joseph  BAL     C   2500  7.00      4.833333     8.010410
4     Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5   Jonathan Schoop  BAL    2B   3700  8.00      7.826087     5.859353
6     Ryan Flaherty  BAL 3B/SS   2600  0.00           NaN           NA
7          JJ Hardy  BAL    SS   3100  0.00      4.000000     5.412947
8    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9        Seth Smith  BAL    OF   3500  2.00      8.545455     6.990903
10 Michael Conforto  NYM    OF   3200 23.00     11.615385    11.354430
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          6         0.0 0.00     9 0.227 0.182
4         22         0.0 0.00     3 0.383 0.240
5         23         0.0 0.00     6 0.360 0.250
6          0         0.0 0.00     8 0.297 0.000
7         21         0.0 0.00     7 0.219 0.078
8         21         0.0 0.00     1 0.312 0.140
9         11         0.0 0.00     1 0.358 0.238
10        13         0.0 0.00     1 0.434 0.339

[1] "Total fpts: 56.85 (124)"
       Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3     Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4    Matt Holliday  NYY 1B/OF   3800  0.00      8.833333     9.306860
5   Starlin Castro  NYY    2B   3400  8.00      9.260870     6.876954
6      Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Didi Gregorius  NYY    SS   3400  0.00     12.333333     2.081666
8   Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9    Brett Gardner  NYY    OF   3700  3.00      8.111111     8.777571
10 Jacoby Ellsbury  NYY    OF   3700 10.00      8.476190     7.159742
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         18         0.0 0.00     3 0.391 0.231
5         23         0.0 0.00     4 0.409 0.198
6         22         0.0 0.00     2 0.392 0.227
7          3         0.0 0.00     2 0.465 0.133
8         21         0.0 0.00     1 0.312 0.140
9         18         0.0 0.00     1 0.294 0.123
10        21         0.0 0.00     5 0.335 0.133

[1] "Total fpts: 56.45 (125)"
       Lineup (11) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3   Salvador Perez   KC     C   3400  7.00      7.631579     7.327350
4      Eric Hosmer   KC    1B   4000 16.00      4.952381     4.104585
5  Christian Colon   KC 2B/SS   2700  5.00      1.250000     1.500000
6   Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7     Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8     Lorenzo Cain   KC    OF   4100  4.00      7.550000     4.999737
9    Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
10    Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         19         0.0 0.00     4 0.348 0.272
4         21         0.0 0.00     3 0.261 0.067
5          4         0.0 0.00     9 0.135 0.000
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.281 0.085
8         20         0.0 0.00     2 0.344 0.086
9         20         0.0 0.00     5 0.332 0.128
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 55.65 (126)"
         Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3         Sandy Leon  BOS     C   2900  3.00      4.818182     8.328483
4      Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5    Marco Hernandez  BOS 2B/SS   2900  7.00      4.461538     3.381700
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7    Xander Bogaerts  BOS    SS   4400 10.00      7.235294     4.815722
8       Mookie Betts  BOS    OF   5300  2.00      7.263158     8.385451
9     Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
10 Andrew Benintendi  BOS    OF   3900  7.00      8.300000     6.432647
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         11         0.0 0.00     8 0.207 0.100
4         22         0.0 0.00     3 0.383 0.240
5         13         0.0 0.00     9 0.290 0.039
6         22         0.0 0.00     2 0.392 0.227
7         17         0.0 0.00     1 0.334 0.041
8         19         0.0 0.00     3 0.354 0.146
9         21         0.0 0.00     1 0.312 0.140
10        20         0.0 0.00     2 0.371 0.144

[1] "Total fpts: 54.45 (127)"
       Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3       Manny Pina  MIL     C   2700  8.00      8.416667     6.598324
4    Jesus Aguilar  MIL    1B   3100  0.00      4.000000     4.183300
5      Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6      Travis Shaw  MIL    3B   3400 21.00      9.136364     8.664627
7    Orlando Arcia  MIL    SS   3300  2.00      6.500000     7.281745
8   Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9     Keon Broxton  MIL    OF   3700  3.00      6.500000     7.374439
10    Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         12         0.0 0.00     5 0.426 0.188
4          5         0.0 0.00     6 0.257 0.056
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     4 0.347 0.278
7         22         0.0 0.00     8 0.302 0.185
8         21         0.0 0.00     1 0.312 0.140
9         18         0.0 0.00     7 0.271 0.132
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 52.85 (128)"
        Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2      Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3   Jonathan Lucroy  TEX   C   3800  2.00      4.750000     5.960984
4     Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5      Rougned Odor  TEX  2B   3900  0.00      5.208333     5.793393
6     Maikel Franco  PHI  3B   3800  6.00      8.150000     8.145228
7  Asdrubal Cabrera  NYM  SS   3300  9.00      7.047619     7.559604
8     Shin-Soo Choo  TEX  OF   3700  0.00      8.200000     8.775564
9      Carlos Gomez  TEX  OF   3600  0.00      7.791667     8.856239
10 Delino DeShields  TEX  OF   3200  5.00      7.555556     9.488297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         22         0.0 0.00     3 0.383 0.240
5         24         0.0 0.00     4 0.266 0.175
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.285 0.089
8         20         0.0 0.00     2 0.370 0.164
9         24         0.0 0.00     3 0.340 0.213
10         9         0.0 0.00     1 0.303 0.000

[1] "Total fpts: 52.45 (129)"
        Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Julio Teheran  ATL     P   8500  6.70     14.160000    10.521846
2       Dylan Bundy  BAL     P   7000 13.75     20.060000     9.278497
3   Jonathan Lucroy  TEX     C   3800  2.00      4.750000     5.960984
4     Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7  Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8  Andrew McCutchen  PIT    OF   4700 16.00      7.045455     6.305533
9    Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
10          Jon Jay  CHC    OF   3000  2.00      6.750000     5.338539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.2 1.36    NA 0.000 0.000
2          5         6.5 0.98    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.417 0.330
8         22         0.0 0.00     3 0.323 0.163
9         21         0.0 0.00     1 0.312 0.140
10         8         0.0 0.00     9 0.424 0.103

[1] "Total fpts: 52.45 (130)"
      Lineup (122) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3    Roberto Perez  CLE     C   2300  0.00      3.875000     6.356942
4       Joey Votto  CIN    1B   4900  4.00     10.130435     8.242376
5  Scooter Gennett  CIN 2B/OF   3600  0.00     10.000000     8.789198
6   Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7      Zack Cozart  CIN    SS   3400  0.00      8.850000     6.192313
8      Adam Duvall  CIN    OF   4100 20.00      9.238095     9.751435
9   Scott Schebler  CIN    OF   3600  3.00      9.000000     9.279009
10    Andrew Toles  LAD    OF   2700  5.00      9.615385     8.301992
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         23         0.0 0.00     3 0.380 0.322
5          9         0.0 0.00     6 0.350 0.260
6         18         0.0 0.00     1 0.359 0.282
7         20         0.0 0.00     2 0.446 0.254
8         21         0.0 0.00     4 0.349 0.303
9         21         0.0 0.00     5 0.380 0.354
10        13         0.0 0.00     1 0.323 0.225

[1] "Total fpts: 51.45 (131)"
        Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3   Jonathan Lucroy  TEX     C   3800  2.00      4.750000     5.960984
4      Rickie Weeks   TB    1B   2600  6.00      5.000000     5.722762
5       Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6    Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7      Elvis Andrus  TEX    SS   3800 12.00      7.565217     7.222604
8     Shin-Soo Choo  TEX    OF   3700  0.00      8.200000     8.775564
9      Nomar Mazara  TEX    OF   3400  3.00      7.652174     9.113470
10 Delino DeShields  TEX    OF   3200  5.00      7.555556     9.488297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4          9         0.0 0.00     4 0.295 0.128
5         16         0.0 0.00     4 0.321 0.176
6         18         0.0 0.00     1 0.359 0.282
7         23         0.0 0.00     7 0.321 0.168
8         20         0.0 0.00     2 0.370 0.164
9         23         0.0 0.00     8 0.292 0.156
10         9         0.0 0.00     1 0.303 0.000

[1] "Total fpts: 50.85 (132)"
          Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2        Amir Garrett  CIN     P   5500 16.15     14.937500    20.844239
3         JT Realmuto  MIA     C   3400  0.00      6.722222     6.114645
4         Justin Bour  MIA    1B   3100  3.00      6.900000     8.807294
5         Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6         Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7  Adeiny Hechavarria  MIA    SS   2500  0.00      4.900000     5.425250
8   Giancarlo Stanton  MIA    OF   4500  0.00      9.523810     9.775577
9      Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
10      Marcell Ozuna  MIA    OF   3500 14.00      9.318182    10.190501
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         18         0.0 0.00     7 0.376 0.132
4         20         0.0 0.00     6 0.307 0.185
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         10         0.0 0.00     8 0.272 0.067
8         21         0.0 0.00     4 0.374 0.264
9         21         0.0 0.00     1 0.312 0.140
10        22         0.0 0.00     5 0.380 0.239

[1] "Total fpts: 49.85 (133)"
         Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2       Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3  Willson Contreras  CHC   C   3500  3.00      6.812500     8.968231
4         Jose Abreu  CWS  1B   4300  0.00      7.263158     8.278769
5     Tyler Saladino  CWS  2B   3400  2.00      5.800000     5.185144
6       Todd Frazier  CWS  3B   4400  9.00      7.928571     7.700792
7       Tim Anderson  CWS  SS   3600  3.00      6.631579     7.049118
8      Melky Cabrera  CWS  OF   3900  0.00      6.117647     4.342844
9      Jason Heyward  CHC  OF   3600  2.00      7.700000     6.728572
10      Josh Reddick  HOU  OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         19         0.0 0.00     4 0.344 0.159
5         15         0.0 0.00     1 0.286 0.074
6         14         0.0 0.00     5 0.304 0.233
7         19         0.0 0.00     2 0.248 0.097
8         17         0.0 0.00     3 0.299 0.091
9         20         0.0 0.00     5 0.332 0.128
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 49.65 (134)"
       Lineup (2) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2   Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3    Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4   Anthony Rizzo  CHC    1B   5200  2.00     10.136364     8.025527
5     Ben Zobrist  CHC 2B/OF   4000  3.00      8.562500     6.531654
6     Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Carlos Correa  HOU    SS   4800 13.00      6.100000     4.610058
8  Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9   Jason Heyward  CHC    OF   3600  2.00      7.700000     6.728572
10   Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         21         0.0 0.00     1 0.312 0.140
9         20         0.0 0.00     5 0.332 0.128
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 49.65 (135)"
        Lineup (103) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT     P   8100 19.90     15.300000    13.113416
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3       Brian McCann  HOU     C   3400  3.00      8.562500     5.943834
4  Edwin Encarnacion  CLE    1B   4100  8.00      6.380952     6.272768
5       Jose Ramirez  CLE 2B/3B   4300  0.00     10.210526    10.395399
6        Kris Bryant  CHC    3B   5000  2.00     10.772727     8.176225
7   Francisco Lindor  CLE    SS   4300  5.00     11.142857    10.036362
8     Kyle Schwarber  CHC    OF   4300  0.00      6.619048     5.361681
9   Michael Brantley  CLE    OF   4100  4.00     11.312500     7.604549
10     Brandon Guyer  CLE    OF   2900  5.00      3.000000     4.944132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.17    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         21         0.0 0.00     4 0.317 0.153
5         19         0.0 0.00     5 0.413 0.264
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.417 0.330
8         21         0.0 0.00     1 0.312 0.140
9         16         0.0 0.00     3 0.392 0.244
10        10         0.0 0.00     6 0.171 0.088

[1] "Total fpts: 49.5 (136)"
        Lineup (68) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Trevor Bauer  CLE     P   7800 -6.2     13.500000     7.778335
2     Michael Wacha  STL     P   7200 10.7     19.675000     3.779219
3       JT Realmuto  MIA     C   3400  0.0      6.722222     6.114645
4     Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5       Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7     Carlos Correa  HOU    SS   4800 13.0      6.100000     4.610058
8    Kyle Schwarber  CHC    OF   4300  0.0      6.619048     5.361681
9  Michael Conforto  NYM    OF   3200 23.0     11.615385    11.354430
10          Jon Jay  CHC    OF   3000  2.0      6.750000     5.338539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.35    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3         18         0.0 0.00     7 0.376 0.132
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         20         0.0 0.00     4 0.296 0.116
8         21         0.0 0.00     1 0.312 0.140
9         13         0.0 0.00     1 0.434 0.339
10         8         0.0 0.00     9 0.424 0.103

[1] "Total fpts: 49.1 (137)"
          Lineup (5) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2        Dylan Covey  CWS     P   4600  0.4      2.016667    10.394269
3  Willson Contreras  CHC     C   3500  3.0      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7       Jordy Mercer  PIT    SS   3300  0.0      5.523810     5.427882
8      Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
9         Seth Smith  BAL    OF   3500  2.0      8.545455     6.990903
10     Aaron Altherr  PHI    OF   3400 22.0      8.600000     6.168018
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          3         4.8 1.81    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.281 0.085
8         20         0.0 0.00     5 0.332 0.128
9         11         0.0 0.00     1 0.358 0.238
10        10         0.0 0.00     2 0.376 0.227

[1] "Total fpts: 47.85 (138)"
       Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Amir Garrett  CIN   P   5500 16.15     14.937500    20.844239
3     Omar Narvaez  CWS   C   2500  5.00      4.900000     5.445691
4    Anthony Rizzo  CHC  1B   5200  2.00     10.136364     8.025527
5   Tyler Saladino  CWS  2B   3400  2.00      5.800000     5.185144
6      Kris Bryant  CHC  3B   5000  2.00     10.772727     8.176225
7     Tim Anderson  CWS  SS   3600  3.00      6.631579     7.049118
8   Kyle Schwarber  CHC  OF   4300  0.00      6.619048     5.361681
9    Melky Cabrera  CWS  OF   3900  0.00      6.117647     4.342844
10       Jacob May  CWS  OF   2700  5.00      1.142857     1.573592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         5.8 1.26    NA 0.000 0.000
3         10         0.0 0.00     8 0.327 0.030
4         22         0.0 0.00     3 0.383 0.240
5         15         0.0 0.00     1 0.286 0.074
6         22         0.0 0.00     2 0.392 0.227
7         19         0.0 0.00     2 0.248 0.097
8         21         0.0 0.00     1 0.312 0.140
9         17         0.0 0.00     3 0.299 0.091
10         7         0.0 0.00     9 0.100 0.000

[1] "Total fpts: 47.45 (139)"
        Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY   P   8000  2.75     26.037500    10.248933
3      Brian McCann  HOU   C   3400  3.00      8.562500     5.943834
4       Mike Napoli  TEX  1B   3600 19.00      5.181818     5.860573
5      Rougned Odor  TEX  2B   3900  0.00      5.208333     5.793393
6    Mike Moustakas   KC  3B   3400  5.00      8.500000     6.590992
7      Jordy Mercer  PIT  SS   3300  0.00      5.523810     5.427882
8     Shin-Soo Choo  TEX  OF   3700  0.00      8.200000     8.775564
9      Carlos Gomez  TEX  OF   3600  0.00      7.791667     8.856239
10 Delino DeShields  TEX  OF   3200  5.00      7.555556     9.488297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         16         0.0 0.00     7 0.356 0.147
4         22         0.0 0.00     5 0.227 0.135
5         24         0.0 0.00     4 0.266 0.175
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.281 0.085
8         20         0.0 0.00     2 0.370 0.164
9         24         0.0 0.00     3 0.340 0.213
10         9         0.0 0.00     1 0.303 0.000

[1] "Total fpts: 47.45 (140)"
         Lineup (69) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2      Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3       Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4  Edwin Encarnacion  CLE    1B   4100  8.00      6.380952     6.272768
5       Jose Ramirez  CLE 2B/3B   4300  0.00     10.210526    10.395399
6     Mike Moustakas   KC    3B   3400  5.00      8.500000     6.590992
7       Jordy Mercer  PIT    SS   3300  0.00      5.523810     5.427882
8   Michael Brantley  CLE    OF   4100  4.00     11.312500     7.604549
9      Brandon Guyer  CLE    OF   2900  5.00      3.000000     4.944132
10    Austin Jackson  CLE    OF   2700  5.00      5.700000     4.691600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         21         0.0 0.00     4 0.317 0.153
5         19         0.0 0.00     5 0.413 0.264
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.281 0.085
8         16         0.0 0.00     3 0.392 0.244
9         10         0.0 0.00     6 0.171 0.088
10        10         0.0 0.00     7 0.367 0.233

[1] "Total fpts: 47.45 (141)"
        Lineup (77) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY     P   8000  2.75     26.037500    10.248933
3      Cameron Rupp  PHI     C   3100  5.00      5.785714     5.465677
4       Chris Davis  BAL    1B   4400  2.00      6.545455     6.609713
5   Jonathan Schoop  BAL    2B   3700  8.00      7.826087     5.859353
6     Ryan Flaherty  BAL 3B/SS   2600  0.00           NaN           NA
7          JJ Hardy  BAL    SS   3100  0.00      4.000000     5.412947
8       Mark Trumbo  BAL    OF   4300 10.00      6.086957     7.347931
9      Josh Reddick  HOU    OF   3600  2.00      6.789474     8.093749
10 Delino DeShields  TEX    OF   3200  5.00      7.555556     9.488297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         22         0.0 0.00     5 0.333 0.175
5         23         0.0 0.00     6 0.360 0.250
6          0         0.0 0.00     8 0.297 0.000
7         21         0.0 0.00     7 0.219 0.078
8         23         0.0 0.00     4 0.245 0.096
9         19         0.0 0.00     2 0.315 0.122
10         9         0.0 0.00     1 0.303 0.000

[1] "Total fpts: 45.3 (142)"
         Lineup (48) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS     P   9500 20.5     15.450000    10.300546
2       Trevor Bauer  CLE     P   7800 -6.2     13.500000     7.778335
3  Willson Contreras  CHC     C   3500  3.0      6.812500     8.968231
4      Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7       Aledmys Diaz  STL    SS   4000 17.0      6.388889     9.726488
8     Carlos Beltran  HOU    OF   3800  0.0      5.684211     5.218052
9      Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
10      Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.48    NA 0.000 0.000
2          3         5.8 1.35    NA 0.000 0.000
3         16         0.0 0.00     6 0.308 0.152
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         18         0.0 0.00     2 0.266 0.174
8         19         0.0 0.00     5 0.279 0.103
9         20         0.0 0.00     5 0.332 0.128
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: 38.1 (143)"
         Lineup (6) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2       Dylan Covey  CWS     P   4600  0.4      2.016667    10.394269
3      Cameron Rupp  PHI     C   3100  5.0      5.785714     5.465677
4     Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5       Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6       Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7  Asdrubal Cabrera  NYM    SS   3300  9.0      7.047619     7.559604
8    Kyle Schwarber  CHC    OF   4300  0.0      6.619048     5.361681
9      Josh Reddick  HOU    OF   3600  2.0      6.789474     8.093749
10          Jon Jay  CHC    OF   3000  2.0      6.750000     5.338539
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          3         4.8 1.81    NA 0.000 0.000
3         14         0.0 0.00     8 0.324 0.185
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.285 0.089
8         21         0.0 0.00     1 0.312 0.140
9         19         0.0 0.00     2 0.315 0.122
10         8         0.0 0.00     9 0.424 0.103

[1] "Total fpts: 20.7 (144)"
        Lineup (140) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Zach Davies  MIL     P   6900 7.25      8.900000    11.166915
2    Robert Gsellman  NYM     P   6500 0.45      7.075000    11.413625
3    Yasmani Grandal  LAD     C   3200 2.00      6.315789     7.348867
4      Anthony Rizzo  CHC    1B   5200 2.00     10.136364     8.025527
5        Ben Zobrist  CHC 2B/OF   4000 3.00      8.562500     6.531654
6        Kris Bryant  CHC    3B   5000 2.00     10.772727     8.176225
7       Corey Seager  LAD    SS   4100 2.00      9.818182     7.871808
8  Giancarlo Stanton  MIA    OF   4500 0.00      9.523810     9.775577
9     Kyle Schwarber  CHC    OF   4300 0.00      6.619048     5.361681
10     Jason Heyward  CHC    OF   3600 2.00      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.9 1.82    NA 0.000 0.000
2          4         3.6 1.71    NA 0.000 0.000
3         19         0.0 0.00     4 0.319 0.183
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         22         0.0 0.00     2 0.413 0.231
8         21         0.0 0.00     4 0.374 0.264
9         21         0.0 0.00     1 0.312 0.140
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: 19.5 (145)"
       Lineup (35) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Trevor Bauer  CLE     P   7800 -6.2     13.500000     7.778335
2     Jason Vargas   KC     P   7400 12.7     25.987500    11.347200
3  Jonathan Lucroy  TEX     C   3800  2.0      4.750000     5.960984
4    Anthony Rizzo  CHC    1B   5200  2.0     10.136364     8.025527
5      Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6      Kris Bryant  CHC    3B   5000  2.0     10.772727     8.176225
7     Jordy Mercer  PIT    SS   3300  0.0      5.523810     5.427882
8     Mookie Betts  BOS    OF   5300  2.0      7.263158     8.385451
9   Kyle Schwarber  CHC    OF   4300  0.0      6.619048     5.361681
10   Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          3         5.8 1.35    NA 0.000 0.000
2          4         6.4 0.90    NA 0.000 0.000
3         16         0.0 0.00     9 0.237 0.079
4         22         0.0 0.00     3 0.383 0.240
5         16         0.0 0.00     4 0.321 0.176
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     2 0.281 0.085
8         19         0.0 0.00     3 0.354 0.146
9         21         0.0 0.00     1 0.312 0.140
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: NA (146)"
       Lineup (61) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY    P   8000  2.75     26.037500    10.248933
3    Austin Romine  NYY    C   2600  3.00      7.214286     7.454256
4        Greg Bird <NA> <NA>     NA    NA           NaN           NA
5  Cesar Hernandez  PHI   2B   3500 15.00     11.000000     7.852813
6      Kris Bryant  CHC   3B   5000  2.00     10.772727     8.176225
7  Ronald Torreyes  NYY   SS   2500  3.00      6.222222     6.264330
8      Aaron Judge  NYY   OF   3900  5.00     12.714286    11.064099
9    Brett Gardner  NYY   OF   3700  3.00      8.111111     8.777571
10    Josh Reddick  HOU   OF   3600  2.00      6.789474     8.093749
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.352 0.157
4          0          NA   NA    NA    NA    NA
5         19         0.0 0.00     1 0.390 0.208
6         22         0.0 0.00     2 0.392 0.227
7         18         0.0 0.00     9 0.323 0.119
8         21         0.0 0.00     6 0.474 0.447
9         18         0.0 0.00     1 0.294 0.123
10        19         0.0 0.00     2 0.315 0.122

[1] "Total fpts: NA (147)"
       Lineup (73) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  13900 12.70     27.740000     8.731294
2    Luis Severino  NYY    P   8000  2.75     26.037500    10.248933
3    Austin Romine  NYY    C   2600  3.00      7.214286     7.454256
4        Greg Bird <NA> <NA>     NA    NA           NaN           NA
5   Starlin Castro  NYY   2B   3400  8.00      9.260870     6.876954
6   Mike Moustakas   KC   3B   3400  5.00      8.500000     6.590992
7     Jordy Mercer  PIT   SS   3300  0.00      5.523810     5.427882
8   Kyle Schwarber  CHC   OF   4300  0.00      6.619048     5.361681
9      Aaron Judge  NYY   OF   3900  5.00     12.714286    11.064099
10 Jacoby Ellsbury  NYY   OF   3700 10.00      8.476190     7.159742
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3         14         0.0 0.00     8 0.352 0.157
4          0          NA   NA    NA    NA    NA
5         23         0.0 0.00     4 0.409 0.198
6         18         0.0 0.00     1 0.359 0.282
7         21         0.0 0.00     2 0.281 0.085
8         21         0.0 0.00     1 0.312 0.140
9         21         0.0 0.00     6 0.474 0.447
10        21         0.0 0.00     5 0.335 0.133

[1] "Total fpts: NA (148)"
        Lineup (91) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13900 12.70     27.740000     8.731294
2     Luis Severino  NYY    P   8000  2.75     26.037500    10.248933
3     Chris Stewart  PIT    C   2400  2.00      4.800000     4.024922
4         Josh Bell  PIT   1B   3400  2.00      7.263158     7.286533
5     Phil Gosselin <NA> <NA>     NA    NA           NaN           NA
6     Maikel Franco  PHI   3B   3800  6.00      8.150000     8.145228
7  Asdrubal Cabrera  NYM   SS   3300  9.00      7.047619     7.559604
8   Gregory Polanco  PIT   OF   4600  0.00      6.833333     6.308258
9    Kyle Schwarber  CHC   OF   4300  0.00      6.619048     5.361681
10       Jose Osuna  PIT   OF   3100  2.00     10.400000    10.039920
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.8 0.78    NA 0.000 0.000
3          5         0.0 0.00     8 0.389 0.200
4         19         0.0 0.00     6 0.358 0.200
5          0          NA   NA    NA    NA    NA
6         20         0.0 0.00     4 0.284 0.169
7         21         0.0 0.00     2 0.285 0.089
8         18         0.0 0.00     4 0.307 0.091
9         21         0.0 0.00     1 0.312 0.140
10         5         0.0 0.00     5 0.439 0.240

[1] "Total fpts: NA (149)"
      Lineup (128) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13900 12.7     27.740000     8.731294
2      Gerrit Cole  PIT     P   8100 19.9     15.300000    13.113416
3    Austin Romine  NYY     C   2600  3.0      7.214286     7.454256
4        Greg Bird <NA>  <NA>     NA   NA           NaN           NA
5      Ben Zobrist  CHC 2B/OF   4000  3.0      8.562500     6.531654
6    Maikel Franco  PHI    3B   3800  6.0      8.150000     8.145228
7  Ronald Torreyes  NYY    SS   2500  3.0      6.222222     6.264330
8      Aaron Judge  NYY    OF   3900  5.0     12.714286    11.064099
9  Jacoby Ellsbury  NYY    OF   3700 10.0      8.476190     7.159742
10   Jason Heyward  CHC    OF   3600  2.0      7.700000     6.728572
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.0 1.17    NA 0.000 0.000
3         14         0.0 0.00     8 0.352 0.157
4          0          NA   NA    NA    NA    NA
5         16         0.0 0.00     4 0.321 0.176
6         20         0.0 0.00     4 0.284 0.169
7         18         0.0 0.00     9 0.323 0.119
8         21         0.0 0.00     6 0.474 0.447
9         21         0.0 0.00     5 0.335 0.133
10        20         0.0 0.00     5 0.332 0.128

[1] "Total fpts: NA (150)"
       Lineup (133) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13900 12.7     27.740000     8.731294
2     Michael Wacha  STL    P   7200 10.7     19.675000     3.779219
3     Roberto Perez  CLE    C   2300  0.0      3.875000     6.356942
4         Josh Bell  PIT   1B   3400  2.0      7.263158     7.286533
5     Phil Gosselin <NA> <NA>     NA   NA           NaN           NA
6       Kris Bryant  CHC   3B   5000  2.0     10.772727     8.176225
7       Tim Beckham   TB   SS   2900 11.0      7.190476     8.778491
8  Andrew McCutchen  PIT   OF   4700 16.0      7.045455     6.305533
9   Gregory Polanco  PIT   OF   4600  0.0      6.833333     6.308258
10       Jose Osuna  PIT   OF   3100  2.0     10.400000    10.039920
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.1 0.79    NA 0.000 0.000
2          4         6.2 1.09    NA 0.000 0.000
3          8         0.0 0.00     8 0.202 0.033
4         19         0.0 0.00     6 0.358 0.200
5          0          NA   NA    NA    NA    NA
6         22         0.0 0.00     2 0.392 0.227
7         21         0.0 0.00     6 0.336 0.222
8         22         0.0 0.00     3 0.323 0.163
9         18         0.0 0.00     4 0.307 0.091
10         5         0.0 0.00     5 0.439 0.240



***********************************************************************************************
Contest 13: 2017-05-02 $33.00entry_MLB$175KFastball
***********************************************************************************************
[1] "PnL: -3680"

[1] "Total fpts: 214.7 (1)"
        Lineup (15) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2     Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3   Jonathan Lucroy  TEX     C   3900 22.0      4.588235     5.810108
4    Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5       Jose Altuve  HOU    2B   4700 20.0     10.409091     8.438343
6        Joey Gallo  TEX    3B   3500 14.0      8.800000     8.460693
7      Elvis Andrus  TEX    SS   3700 18.0      7.750000     7.121614
8      Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9      Nomar Mazara  TEX    OF   3600 23.0      7.458333     8.963594
10 Delino DeShields  TEX    OF   3400 14.0      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         19         0.0 0.00     4 0.320 0.146
5         22         0.0 0.00     3 0.389 0.152
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         20         0.0 0.00     3 0.347 0.141
9         24         0.0 0.00     8 0.292 0.152
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 196.45 (2)"
      Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  12500 37.00     30.937500     4.899383
2       Alex Wood  LAD   P   7900 18.45     14.216667     7.001488
3   Austin Romine  NYY   C   2700  3.00      6.933333     7.265050
4    Chris Carter  NYY  1B   3500  9.00      4.625000     4.405759
5  Dustin Pedroia  BOS  2B   4300  7.00      4.888889     3.939079
6      Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7     Trea Turner  WSH  SS   4700 14.00     13.583333    12.971706
8     Aaron Judge  NYY  OF   4000 38.00     12.363636    10.921998
9   Brett Gardner  NYY  OF   3900 37.00      7.842105     8.610479
10    Aaron Hicks  NYY  OF   3000 19.00     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          3         3.9 0.86    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4          8         0.0 0.00     8 0.261 0.158
5         18         0.0 0.00     6 0.296 0.013
6         25         0.0 0.00     6 0.363 0.325
7         12         0.0 0.00     1 0.383 0.238
8         22         0.0 0.00     6 0.463 0.425
9         19         0.0 0.00     1 0.291 0.117
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 189 (3)"
    Lineup (121) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1   James Paxton  SEA   P   9200 16.6     27.310000    11.588755         5
2  Jose Quintana  CWS   P   9100 32.4     17.750000    11.267579         4
3  Austin Romine  NYY   C   2700  3.0      6.933333     7.265050        15
4   Chris Carter  NYY  1B   3500  9.0      4.625000     4.405759         8
5    Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343        22
6  Manny Machado  BAL  3B   4800 14.0      8.166667     7.521949        24
7  Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897        21
8    Aaron Judge  NYY  OF   4000 38.0     12.363636    10.921998        22
9  Brett Gardner  NYY  OF   3900 37.0      7.842105     8.610479        19
10   Aaron Hicks  NYY  OF   3000 19.0     11.600000     9.512565        10
   Avg_Innings WHIP Order  wOBA   ISO
1          6.5 0.84    NA 0.000 0.000
2          5.9 1.47    NA 0.000 0.000
3          0.0 0.00     9 0.349 0.148
4          0.0 0.00     8 0.261 0.158
5          0.0 0.00     3 0.389 0.152
6          0.0 0.00     3 0.344 0.225
7          0.0 0.00     4 0.304 0.124
8          0.0 0.00     6 0.463 0.425
9          0.0 0.00     1 0.291 0.117
10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 177.7 (4)"
          Lineup (39) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3         Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4      Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5        Chris Taylor  LAD 2B/SS   3100 10.0      7.666667     5.391351
6       Justin Turner  LAD    3B   4000 11.0      8.272727     5.202397
7        Corey Seager  LAD    SS   4400  9.0      9.478261     7.861700
8        Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9         Yasiel Puig  LAD    OF   3700 21.0      5.791667     7.535303
10 Franklin Gutierrez  LAD    OF   3300 18.0      4.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     4 0.320 0.146
5          6         0.0 0.00     5 0.411 0.286
6         22         0.0 0.00     3 0.432 0.151
7         23         0.0 0.00     2 0.405 0.223
8         20         0.0 0.00     3 0.347 0.141
9         24         0.0 0.00     6 0.320 0.194
10         3         0.0 0.00     4 0.293 0.154

[1] "Total fpts: 176.7 (5)"
       Lineup (80) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2    Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3     Jason Castro  MIN   C   2800 16.0      4.538462     5.253814
4        Joe Mauer  MIN  1B   3700 16.0      5.125000     2.604483
5      Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6      Miguel Sano  MIN  3B   4100 20.0     11.473684     9.748894
7      Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706
8     Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9       Max Kepler  MIN  OF   3800 12.0      8.117647     7.096499
10 Robbie Grossman  MIN  OF   3600  3.0      7.866667     6.243473
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         13         0.0 0.00     6 0.303 0.133
4         16         0.0 0.00     4 0.249 0.050
5         22         0.0 0.00     3 0.389 0.152
6         19         0.0 0.00     3 0.469 0.367
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     3 0.347 0.141
9         17         0.0 0.00     2 0.364 0.187
10        15         0.0 0.00     5 0.368 0.117

[1] "Total fpts: 168.7 (6)"
         Lineup (96) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3        Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4          Joe Mauer  MIN  1B   3700 16.0      5.125000     2.604483
5       Brian Dozier  MIN  2B   4400 28.0      8.000000     4.922936
6        Miguel Sano  MIN  3B   4100 20.0     11.473684     9.748894
7      Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9         Max Kepler  MIN  OF   3800 12.0      8.117647     7.096499
10      Byron Buxton  MIN  OF   3500 16.0      4.875000     5.175262
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         16         0.0 0.00     4 0.249 0.050
5         18         0.0 0.00     1 0.305 0.121
6         19         0.0 0.00     3 0.469 0.367
7         21         0.0 0.00     4 0.304 0.124
8         21         0.0 0.00     2 0.373 0.140
9         17         0.0 0.00     2 0.364 0.187
10        16         0.0 0.00     9 0.217 0.029

[1] "Total fpts: 164.4 (7)"
       Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2         Alex Wood  LAD   P   7900 18.45     14.216667     7.001488
3   Jonathan Lucroy  TEX   C   3900 22.00      4.588235     5.810108
4       Mike Napoli  TEX  1B   3800  0.00      5.782609     6.409911
5       Jose Altuve  HOU  2B   4700 20.00     10.409091     8.438343
6        Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7      Elvis Andrus  TEX  SS   3700 18.00      7.750000     7.121614
8     Brett Gardner  NYY  OF   3900 37.00      7.842105     8.610479
9      Nomar Mazara  TEX  OF   3600 23.00      7.458333     8.963594
10 Michael Conforto  NYM  OF   3300 12.00     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          3         3.9 0.86    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         23         0.0 0.00     5 0.246 0.161
5         22         0.0 0.00     3 0.389 0.152
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         19         0.0 0.00     1 0.291 0.117
9         24         0.0 0.00     8 0.292 0.152
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 164.2 (8)"
      Lineup (26) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2  Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3   Austin Romine  NYY   C   2700  3.0      6.933333     7.265050
4    Chris Carter  NYY  1B   3500  9.0      4.625000     4.405759
5     Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6     Miguel Sano  MIN  3B   4100 20.0     11.473684     9.748894
7  Didi Gregorius  NYY  SS   3600  4.0      9.250000     6.396614
8    Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9     Aaron Judge  NYY  OF   4000 38.0     12.363636    10.921998
10    Aaron Hicks  NYY  OF   3000 19.0     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4          8         0.0 0.00     8 0.261 0.158
5         22         0.0 0.00     3 0.389 0.152
6         19         0.0 0.00     3 0.469 0.367
7          4         0.0 0.00     5 0.367 0.105
8         20         0.0 0.00     3 0.347 0.141
9         22         0.0 0.00     6 0.463 0.425
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 162.7 (9)"
        Lineup (9) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3      Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4    Matt Holliday  NYY 1B/OF   4000 15.0      8.368421     9.268888
5   Starlin Castro  NYY    2B   3600 10.0      9.208333     6.730716
6    Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7   Didi Gregorius  NYY    SS   3600  4.0      9.250000     6.396614
8     Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9  George Springer  HOU    OF   4300  7.0      9.150000     8.177472
10     Aaron Judge  NYY    OF   4000 38.0     12.363636    10.921998
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         22         0.0 0.00     2 0.393 0.193
7          4         0.0 0.00     5 0.367 0.105
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        22         0.0 0.00     6 0.463 0.425

[1] "Total fpts: 162.45 (10)"
          Lineup (74) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Chris Sale  BOS     P  12500 37.00     30.937500     4.899383
2           Alex Wood  LAD     P   7900 18.45     14.216667     7.001488
3       Austin Barnes  LAD     C   2900  6.00      9.600000     8.876936
4      Cody Bellinger  LAD    1B   3100 21.00      8.571429     9.589180
5        Chris Taylor  LAD 2B/SS   3100 10.00      7.666667     5.391351
6       Chase Headley  NYY    3B   3500  8.00      9.227273     6.450779
7         Trea Turner  WSH    SS   4700 14.00     13.583333    12.971706
8        Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9         Yasiel Puig  LAD    OF   3700 21.00      5.791667     7.535303
10 Franklin Gutierrez  LAD    OF   3300 18.00      4.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          3         3.9 0.86    NA 0.000 0.000
3          5         0.0 0.00     7 0.343 0.269
4          7         0.0 0.00     8 0.421 0.280
5          6         0.0 0.00     5 0.411 0.286
6         22         0.0 0.00     2 0.393 0.193
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     3 0.347 0.141
9         24         0.0 0.00     6 0.320 0.194
10         3         0.0 0.00     4 0.293 0.154

[1] "Total fpts: 160.7 (11)"
        Lineup (18) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2     Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3   Jonathan Lucroy  TEX     C   3900 22.0      4.588235     5.810108
4    Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5      Rougned Odor  TEX    2B   4200  0.0      5.000000     5.766281
6     Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7       Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8     Shin-Soo Choo  TEX    OF   4100  3.0      7.809524     8.738530
9      Carlos Gomez  TEX    OF   3800  5.0      7.480000     8.808708
10 Delino DeShields  TEX    OF   3400 14.0      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         19         0.0 0.00     4 0.320 0.146
5         25         0.0 0.00     4 0.256 0.168
6         22         0.0 0.00     2 0.393 0.193
7         12         0.0 0.00     1 0.383 0.238
8         21         0.0 0.00     2 0.354 0.156
9         25         0.0 0.00     3 0.328 0.204
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 160.7 (12)"
       Lineup (19) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3   Russell Martin  TOR     C   3600  2.0      6.444444     5.564829
4   Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5      Jose Altuve  HOU    2B   4700 20.0     10.409091     8.438343
6     Alex Bregman  HOU 3B/SS   3900  5.0      5.500000     3.900549
7      Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8  George Springer  HOU    OF   4300  7.0      9.150000     8.177472
9   Carlos Beltran  HOU    OF   3700 15.0      5.400000     5.235506
10  Jake Marisnick  HOU    OF   2600  3.0      3.000000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         19         0.0 0.00     4 0.320 0.146
5         22         0.0 0.00     3 0.389 0.152
6         22         0.0 0.00     8 0.303 0.058
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10         6         0.0 0.00     9 0.399 0.273

[1] "Total fpts: 156.6 (13)"
          Lineup (6) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3       Geovany Soto  CWS     C   2400 12.0      4.285714     4.923220
4      Matt Holliday  NYY 1B/OF   4000 15.0      8.368421     9.268888
5     Starlin Castro  NYY    2B   3600 10.0      9.208333     6.730716
6      Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7     Didi Gregorius  NYY    SS   3600  4.0      9.250000     6.396614
8  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
9      Brett Gardner  NYY    OF   3900 37.0      7.842105     8.610479
10  Michael Conforto  NYM    OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         22         0.0 0.00     2 0.393 0.193
7          4         0.0 0.00     5 0.367 0.105
8         21         0.0 0.00     2 0.373 0.140
9         19         0.0 0.00     1 0.291 0.117
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 155.5 (14)"
      Lineup (78) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    James Paxton  SEA     P   9200 16.6     27.310000    11.588755
2   Ervin Santana  MIN     P   8600 27.9     28.662500    10.448315
3  Russell Martin  TOR     C   3600  2.0      6.444444     5.564829
4   Matt Holliday  NYY 1B/OF   4000 15.0      8.368421     9.268888
5  Starlin Castro  NYY    2B   3600 10.0      9.208333     6.730716
6   Manny Machado  BAL    3B   4800 14.0      8.166667     7.521949
7  Didi Gregorius  NYY    SS   3600  4.0      9.250000     6.396614
8    Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9     Aaron Judge  NYY    OF   4000 38.0     12.363636    10.921998
10    Aaron Hicks  NYY    OF   3000 19.0     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         24         0.0 0.00     3 0.344 0.225
7          4         0.0 0.00     5 0.367 0.105
8         20         0.0 0.00     3 0.347 0.141
9         22         0.0 0.00     6 0.463 0.425
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 155.45 (15)"
      Lineup (104) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2  Carlos Martinez  STL     P   8900 25.50     16.850000    13.747788
3      Evan Gattis  HOU     C   3800  5.00      8.333333     6.640425
4     Chris Carter  NYY    1B   3500  9.00      4.625000     4.405759
5   Starlin Castro  NYY    2B   3600 10.00      9.208333     6.730716
6  Marwin Gonzalez  HOU 3B/OF   2900 36.00      8.857143     7.080386
7   Didi Gregorius  NYY    SS   3600  4.00      9.250000     6.396614
8     Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9      Aaron Judge  NYY    OF   4000 38.00     12.363636    10.921998
10     Aaron Hicks  NYY    OF   3000 19.00     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         5.7 1.47    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4          8         0.0 0.00     8 0.261 0.158
5         24         0.0 0.00     4 0.411 0.190
6         14         0.0 0.00     7 0.338 0.296
7          4         0.0 0.00     5 0.367 0.105
8         20         0.0 0.00     3 0.347 0.141
9         22         0.0 0.00     6 0.463 0.425
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 154.7 (16)"
        Lineup (99) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2     Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3  Martin Maldonado  LAA   C   2200  3.0      4.473684     4.128067
4     Albert Pujols  LAA  1B   3700 10.0      7.173913     6.541144
5       Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6     Yunel Escobar  LAA  3B   2900  5.0      6.347826     6.739360
7       Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706
8        Mike Trout  LAA  OF   5200 11.0     11.458333     5.477060
9      Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
10     Kole Calhoun  LAA  OF   3400 16.0      6.521739     5.727681
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         19         0.0 0.00     9 0.305 0.049
4         23         0.0 0.00     4 0.271 0.115
5         22         0.0 0.00     3 0.389 0.152
6         23         0.0 0.00     1 0.279 0.103
7         12         0.0 0.00     1 0.383 0.238
8         24         0.0 0.00     3 0.478 0.343
9         20         0.0 0.00     3 0.347 0.141
10        23         0.0 0.00     2 0.309 0.088

[1] "Total fpts: 153.7 (17)"
         Lineup (75) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3    Travis d'Arnaud  NYM     C   2800  0.0      9.133333    13.627004
4     Ryan Zimmerman  WSH    1B   4600 10.0     15.333333     9.387100
5      Daniel Murphy  WSH    2B   4500  9.0     10.619048    10.841938
6    Marwin Gonzalez  HOU 3B/OF   2900 36.0      8.857143     7.080386
7        Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8       Bryce Harper  WSH    OF   5300 11.0     14.904762    12.636870
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10      Jayson Werth  WSH    OF   3600  2.0      6.500000     6.157253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         18         0.0 0.00     4 0.548 0.466
5         21         0.0 0.00     5 0.412 0.248
6         14         0.0 0.00     7 0.338 0.296
7         12         0.0 0.00     1 0.383 0.238
8         21         0.0 0.00     3 0.530 0.380
9         21         0.0 0.00     2 0.373 0.140
10        18         0.0 0.00     2 0.363 0.155

[1] "Total fpts: 152.6 (18)"
          Lineup (7) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3      Austin Romine  NYY   C   2700  3.0      6.933333     7.265050
4       Chris Carter  NYY  1B   3500  9.0      4.625000     4.405759
5       Rougned Odor  TEX  2B   4200  0.0      5.000000     5.766281
6      Chase Headley  NYY  3B   3500  8.0      9.227273     6.450779
7   Asdrubal Cabrera  NYM  SS   3500 18.0      7.136364     7.389152
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9      Brett Gardner  NYY  OF   3900 37.0      7.842105     8.610479
10       Aaron Hicks  NYY  OF   3000 19.0     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4          8         0.0 0.00     8 0.261 0.158
5         25         0.0 0.00     4 0.256 0.168
6         22         0.0 0.00     2 0.393 0.193
7         22         0.0 0.00     2 0.294 0.086
8         21         0.0 0.00     2 0.373 0.140
9         19         0.0 0.00     1 0.291 0.117
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 152.6 (19)"
         Lineup (11) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3    Travis d'Arnaud  NYM   C   2800  0.0      9.133333    13.627004
4       Chris Carter  NYY  1B   3500  9.0      4.625000     4.405759
5     Starlin Castro  NYY  2B   3600 10.0      9.208333     6.730716
6         Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7     Didi Gregorius  NYY  SS   3600  4.0      9.250000     6.396614
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9        Aaron Judge  NYY  OF   4000 38.0     12.363636    10.921998
10       Aaron Hicks  NYY  OF   3000 19.0     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4          8         0.0 0.00     8 0.261 0.158
5         24         0.0 0.00     4 0.411 0.190
6         25         0.0 0.00     6 0.363 0.325
7          4         0.0 0.00     5 0.367 0.105
8         21         0.0 0.00     2 0.373 0.140
9         22         0.0 0.00     6 0.463 0.425
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 151.7 (20)"
      Lineup (16) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2   Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3  Russell Martin  TOR     C   3600  2.0      6.444444     5.564829
4  Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5    Devon Travis  TOR    2B   3800 12.0      4.294118     5.871166
6   Chris Coghlan  TOR 3B/OF   2600  5.0      6.571429     6.347103
7     Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8    Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9   Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
10   Kevin Pillar  TOR    OF   3300  8.0      8.458333     8.413132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         19         0.0 0.00     4 0.320 0.146
5         17         0.0 0.00     8 0.201 0.078
6          7         0.0 0.00     9 0.338 0.138
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10        24         0.0 0.00     1 0.361 0.208

[1] "Total fpts: 150.7 (21)"
         Lineup (97) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3     Russell Martin  TOR     C   3600  2.0      6.444444     5.564829
4   Paul Goldschmidt  ARI    1B   4900 12.0     11.307692     7.687752
5        Jose Altuve  HOU    2B   4700 20.0     10.409091     8.438343
6          Jake Lamb  ARI    3B   3900 21.0      9.958333     6.880844
7       Chris Owings  ARI OF/SS   3600 12.0     10.727273    10.516118
8         AJ Pollock  ARI    OF   4100 10.0     10.826087     8.282798
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10     Yasmany Tomas  ARI    OF   3700  2.0      9.666667     9.161514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         26         0.0 0.00     3 0.434 0.207
5         22         0.0 0.00     3 0.389 0.152
6         24         0.0 0.00     4 0.366 0.221
7         22         0.0 0.00     2 0.372 0.200
8         23         0.0 0.00     1 0.370 0.162
9         21         0.0 0.00     2 0.373 0.140
10        21         0.0 0.00     5 0.374 0.291

[1] "Total fpts: 148.95 (22)"
      Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  12500 37.00     30.937500     4.899383
2    Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
3    Geovany Soto  CWS     C   2400 12.00      4.285714     4.923220
4   Matt Holliday  NYY 1B/OF   4000 15.00      8.368421     9.268888
5  Starlin Castro  NYY    2B   3600 10.00      9.208333     6.730716
6   Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7  Didi Gregorius  NYY    SS   3600  4.00      9.250000     6.396614
8     Aaron Judge  NYY    OF   4000 38.00     12.363636    10.921998
9     Aaron Hicks  NYY    OF   3000 19.00     11.600000     9.512565
10     Matt Joyce  OAK    OF   2500  9.00      4.705882     6.459148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.9 1.25    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6          7         0.0 0.00     9 0.338 0.138
7          4         0.0 0.00     5 0.367 0.105
8         22         0.0 0.00     6 0.463 0.425
9         10         0.0 0.00     7 0.422 0.311
10        17         0.0 0.00     2 0.230 0.121

[1] "Total fpts: 147.85 (23)"
         Lineup (131) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2       Ervin Santana  MIN     P   8600 27.90     28.662500    10.448315
3       Austin Barnes  LAD     C   2900  6.00      9.600000     8.876936
4      Hanley Ramirez  BOS 1B/OF   4700 28.00      7.421053     5.305299
5        Chris Taylor  LAD 2B/SS   3100 10.00      7.666667     5.391351
6       Justin Turner  LAD    3B   4000 11.00      8.272727     5.202397
7         Trea Turner  WSH    SS   4700 14.00     13.583333    12.971706
8         Yasiel Puig  LAD    OF   3700 21.00      5.791667     7.535303
9  Franklin Gutierrez  LAD    OF   3300 18.00      4.000000     2.645751
10   Michael Conforto  NYM    OF   3300 12.00     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3          5         0.0 0.00     7 0.343 0.269
4         19         0.0 0.00     4 0.320 0.146
5          6         0.0 0.00     5 0.411 0.286
6         22         0.0 0.00     3 0.432 0.151
7         12         0.0 0.00     1 0.383 0.238
8         24         0.0 0.00     6 0.320 0.194
9          3         0.0 0.00     4 0.293 0.154
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 147.6 (24)"
          Lineup (3) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3    Travis d'Arnaud  NYM     C   2800  0.0      9.133333    13.627004
4          Jay Bruce  NYM 1B/OF   3400 36.0      9.416667    10.375207
5        Neil Walker  NYM    2B   3400  8.0      5.833333     6.183194
6      Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7   Asdrubal Cabrera  NYM    SS   3500 18.0      7.136364     7.389152
8    George Springer  HOU    OF   4300  7.0      9.150000     8.177472
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10  Michael Conforto  NYM    OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         24         0.0 0.00     3 0.396 0.287
5         24         0.0 0.00     4 0.268 0.111
6         22         0.0 0.00     2 0.393 0.193
7         22         0.0 0.00     2 0.294 0.086
8         20         0.0 0.00     1 0.333 0.250
9         21         0.0 0.00     2 0.373 0.140
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 146.2 (25)"
       Lineup (143) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2    Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3    Salvador Perez   KC   C   3200  0.0      7.600000     7.133317
4         Joe Mauer  MIN  1B   3700 16.0      5.125000     2.604483
5      Brian Dozier  MIN  2B   4400 28.0      8.000000     4.922936
6       Miguel Sano  MIN  3B   4100 20.0     11.473684     9.748894
7  Asdrubal Cabrera  NYM  SS   3500 18.0      7.136364     7.389152
8   George Springer  HOU  OF   4300  7.0      9.150000     8.177472
9        Max Kepler  MIN  OF   3800 12.0      8.117647     7.096499
10  Robbie Grossman  MIN  OF   3600  3.0      7.866667     6.243473
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         16         0.0 0.00     4 0.249 0.050
5         18         0.0 0.00     1 0.305 0.121
6         19         0.0 0.00     3 0.469 0.367
7         22         0.0 0.00     2 0.294 0.086
8         20         0.0 0.00     1 0.333 0.250
9         17         0.0 0.00     2 0.364 0.187
10        15         0.0 0.00     5 0.368 0.117

[1] "Total fpts: 145.7 (26)"
         Lineup (49) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3    Travis d'Arnaud  NYM     C   2800  0.0      9.133333    13.627004
4      Anthony Rizzo  CHC    1B   5200  4.0      9.782609     8.022449
5        Ben Zobrist  CHC 2B/OF   4100  9.0      8.235294     6.466543
6        Kris Bryant  CHC    3B   5000 24.0     10.391304     8.195005
7    Addison Russell  CHC    SS   3600  7.0      8.285714     8.538986
8     Kyle Schwarber  CHC    OF   4400 18.0      6.318182     5.419422
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10  Michael Conforto  NYM    OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         23         0.0 0.00     3 0.379 0.235
5         17         0.0 0.00     4 0.316 0.167
6         23         0.0 0.00     2 0.388 0.222
7         21         0.0 0.00     5 0.307 0.144
8         22         0.0 0.00     1 0.301 0.134
9         21         0.0 0.00     2 0.373 0.140
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 145.7 (27)"
       Lineup (138) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2     Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3       Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4   Freddie Freeman  ATL  1B   4600 20.0     13.391304    10.940912
5  Brandon Phillips  ATL  2B   3400  5.0      8.300000     7.861298
6     Adonis Garcia  ATL  3B   3300 12.0      5.590909     5.456836
7       Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706
8      Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9         Matt Kemp  ATL  OF   4200  7.0     12.846154    13.321950
10    Nick Markakis  ATL  OF   3400  7.0      7.173913     4.969472
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         23         0.0 0.00     3 0.526 0.414
5         20         0.0 0.00     2 0.370 0.138
6         22         0.0 0.00     6 0.251 0.086
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     3 0.347 0.141
9         13         0.0 0.00     4 0.468 0.417
10        23         0.0 0.00     5 0.353 0.121

[1] "Total fpts: 144.7 (28)"
         Lineup (64) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3  Willson Contreras  CHC     C   3600  4.0      6.588235     8.732546
4      Anthony Rizzo  CHC    1B   5200  4.0      9.782609     8.022449
5        Ben Zobrist  CHC 2B/OF   4100  9.0      8.235294     6.466543
6    Marwin Gonzalez  HOU 3B/OF   2900 36.0      8.857143     7.080386
7    Addison Russell  CHC    SS   3600  7.0      8.285714     8.538986
8       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9    George Springer  HOU    OF   4300  7.0      9.150000     8.177472
10     Jason Heyward  CHC    OF   3700  2.0      7.428571     6.675114
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         17         0.0 0.00     7 0.304 0.143
4         23         0.0 0.00     3 0.379 0.235
5         17         0.0 0.00     4 0.316 0.167
6         14         0.0 0.00     7 0.338 0.296
7         21         0.0 0.00     5 0.307 0.144
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        21         0.0 0.00     6 0.326 0.124

[1] "Total fpts: 143.6 (29)"
        Lineup (33) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3   Jonathan Lucroy  TEX     C   3900 22.0      4.588235     5.810108
4   Kendrys Morales  TOR    1B   3700  0.0      6.166667     5.776012
5        Ryan Goins  TOR 2B/SS   2300  2.0      5.692308     6.562324
6     Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7      Elvis Andrus  TEX    SS   3700 18.0      7.750000     7.121614
8     Shin-Soo Choo  TEX    OF   4100  3.0      7.809524     8.738530
9      Nomar Mazara  TEX    OF   3600 23.0      7.458333     8.963594
10 Delino DeShields  TEX    OF   3400 14.0      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         24         0.0 0.00     4 0.291 0.149
5         13         0.0 0.00     7 0.294 0.209
6         22         0.0 0.00     2 0.393 0.193
7         24         0.0 0.00     7 0.336 0.174
8         21         0.0 0.00     2 0.354 0.156
9         24         0.0 0.00     8 0.292 0.152
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 142.3 (30)"
         Lineup (84) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS     P   9100 32.4     17.750000    11.267579
2      Ervin Santana  MIN     P   8600 27.9     28.662500    10.448315
3         Sandy Leon  BOS     C   3100  3.0      4.666667     7.958224
4          Jay Bruce  NYM 1B/OF   3400 36.0      9.416667    10.375207
5    Marco Hernandez  BOS 2B/SS   3100  0.0      4.642857     3.319109
6      Manny Machado  BAL    3B   4800 14.0      8.166667     7.521949
7    Xander Bogaerts  BOS    SS   4600  8.0      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9      Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
10 Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.47    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         24         0.0 0.00     3 0.396 0.287
5         14         0.0 0.00     9 0.296 0.055
6         24         0.0 0.00     3 0.344 0.225
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 141.7 (31)"
         Lineup (36) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3     Russell Martin  TOR   C   3600  2.0      6.444444     5.564829
4         Joey Votto  CIN  1B   4800 22.0      9.875000     8.157752
5        Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6     Eugenio Suarez  CIN  3B   3600  3.0     10.095238     8.971648
7        Zack Cozart  CIN  SS   3500  7.0      8.428571     6.336966
8        Adam Duvall  CIN  OF   4200  2.0      9.727273     9.789118
9     Billy Hamilton  CIN  OF   4100 14.0      8.090909     7.295851
10 Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         24         0.0 0.00     3 0.372 0.312
5         22         0.0 0.00     3 0.389 0.152
6         21         0.0 0.00     5 0.431 0.277
7         21         0.0 0.00     2 0.426 0.240
8         22         0.0 0.00     4 0.362 0.326
9         22         0.0 0.00     1 0.234 0.040
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 141.6 (32)"
         Lineup (77) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3       Jason Castro  MIN   C   2800 16.0      4.538462     5.253814
4       Justin Smoak  TOR  1B   3000  5.0      7.611111     8.275683
5       Brian Dozier  MIN  2B   4400 28.0      8.000000     4.922936
6      Chase Headley  NYY  3B   3500  8.0      9.227273     6.450779
7      Jorge Polanco  MIN  SS   3300  4.0      6.777778     4.734797
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9      Eddie Rosario  MIN  OF   3500  6.0      5.833333     4.553602
10      Byron Buxton  MIN  OF   3500 16.0      4.875000     5.175262
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         13         0.0 0.00     6 0.303 0.133
4         18         0.0 0.00     5 0.346 0.234
5         18         0.0 0.00     1 0.305 0.121
6         22         0.0 0.00     2 0.393 0.193
7         18         0.0 0.00     7 0.298 0.101
8         21         0.0 0.00     2 0.373 0.140
9         18         0.0 0.00     8 0.277 0.098
10        16         0.0 0.00     9 0.217 0.029

[1] "Total fpts: 141.2 (33)"
         Lineup (42) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2     Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3    Jonathan Lucroy  TEX   C   3900 22.0      4.588235     5.810108
4        Mike Napoli  TEX  1B   3800  0.0      5.782609     6.409911
5        Brad Miller   TB  2B   3600 10.0      7.636364     7.345523
6         Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7       Elvis Andrus  TEX  SS   3700 18.0      7.750000     7.121614
8    George Springer  HOU  OF   4300  7.0      9.150000     8.177472
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10      Nomar Mazara  TEX  OF   3600 23.0      7.458333     8.963594
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         23         0.0 0.00     5 0.246 0.161
5         22         0.0 0.00     4 0.325 0.132
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         20         0.0 0.00     1 0.333 0.250
9         21         0.0 0.00     2 0.373 0.140
10        24         0.0 0.00     8 0.292 0.152

[1] "Total fpts: 140.9 (34)"
       Lineup (73) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2    Ervin Santana  MIN   P   8600 27.9     28.662500    10.448315
3     Derek Norris   TB   C   2700 10.0      4.684211     5.292055
4   Logan Morrison   TB  1B   3200 19.0      8.526316     7.508280
5      Brad Miller   TB  2B   3600 10.0      7.636364     7.345523
6       Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7      Tim Beckham   TB  SS   2900  2.0      7.363636     8.605344
8     Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9  George Springer  HOU  OF   4300  7.0      9.150000     8.177472
10    Steven Souza   TB  OF   3500  5.0      7.625000     6.748993
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         19         0.0 0.00     7 0.223 0.082
4         19         0.0 0.00     3 0.358 0.213
5         22         0.0 0.00     4 0.325 0.132
6         25         0.0 0.00     6 0.363 0.325
7         22         0.0 0.00     6 0.343 0.226
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        24         0.0 0.00     5 0.391 0.202

[1] "Total fpts: 140.4 (35)"
       Lineup (61) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL     P   8900 25.5     16.850000    13.747788
2    Ervin Santana  MIN     P   8600 27.9     28.662500    10.448315
3      Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4   Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5      Jose Altuve  HOU    2B   4700 20.0     10.409091     8.438343
6    Chris Coghlan  TOR 3B/OF   2600  5.0      6.571429     6.347103
7    Carlos Correa  HOU    SS   4600  0.0      6.428571     4.738897
8  George Springer  HOU    OF   4300  7.0      9.150000     8.177472
9    Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
10  Carlos Beltran  HOU    OF   3700 15.0      5.400000     5.235506
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.7 1.47    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     4 0.320 0.146
5         22         0.0 0.00     3 0.389 0.152
6          7         0.0 0.00     9 0.338 0.138
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         23         0.0 0.00     2 0.271 0.099
10        20         0.0 0.00     2 0.268 0.099

[1] "Total fpts: 139.5 (36)"
      Lineup (122) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     James Paxton  SEA   P   9200 16.6     27.310000    11.588755
2    Ervin Santana  MIN   P   8600 27.9     28.662500    10.448315
3  Jonathan Lucroy  TEX   C   3900 22.0      4.588235     5.810108
4      Mike Napoli  TEX  1B   3800  0.0      5.782609     6.409911
5   Dustin Pedroia  BOS  2B   4300  7.0      4.888889     3.939079
6       Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7     Elvis Andrus  TEX  SS   3700 18.0      7.750000     7.121614
8     Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9   Jackie Bradley  BOS  OF   4400  2.0      5.583333     6.788471
10    Nomar Mazara  TEX  OF   3600 23.0      7.458333     8.963594
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         23         0.0 0.00     5 0.246 0.161
5         18         0.0 0.00     6 0.296 0.013
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         20         0.0 0.00     3 0.347 0.141
9         12         0.0 0.00     7 0.258 0.109
10        24         0.0 0.00     8 0.292 0.152

[1] "Total fpts: 138.85 (37)"
        Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2     Ervin Santana  MIN     P   8600 27.90     28.662500    10.448315
3   Travis d'Arnaud  NYM     C   2800  0.00      9.133333    13.627004
4         Jay Bruce  NYM 1B/OF   3400 36.00      9.416667    10.375207
5       Neil Walker  NYM    2B   3400  8.00      5.833333     6.183194
6     Manny Machado  BAL    3B   4800 14.00      8.166667     7.521949
7  Asdrubal Cabrera  NYM    SS   3500 18.00      7.136364     7.389152
8      Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9  Delino DeShields  TEX    OF   3400 14.00      7.300000     8.982081
10 Michael Conforto  NYM    OF   3300 12.00     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         24         0.0 0.00     3 0.396 0.287
5         24         0.0 0.00     4 0.268 0.111
6         24         0.0 0.00     3 0.344 0.225
7         22         0.0 0.00     2 0.294 0.086
8         20         0.0 0.00     3 0.347 0.141
9         10         0.0 0.00     1 0.304 0.029
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 138.7 (38)"
      Lineup (69) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2   Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3    Geovany Soto  CWS   C   2400 12.0      4.285714     4.923220
4      Jose Abreu  CWS  1B   4300  5.0      6.900000     8.220001
5     Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6    Todd Frazier  CWS  3B   4200  7.0      8.000000     7.425824
7   Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897
8    Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9   Melky Cabrera  CWS  OF   3800  3.0      5.777778     4.453096
10 Avisail Garcia  CWS  OF   3200 16.0     10.400000     9.196109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         20         0.0 0.00     4 0.330 0.151
5         22         0.0 0.00     3 0.389 0.152
6         15         0.0 0.00     5 0.319 0.226
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     3 0.347 0.141
9         18         0.0 0.00     3 0.286 0.086
10        20         0.0 0.00     6 0.438 0.253

[1] "Total fpts: 138.2 (39)"
      Lineup (130) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2   Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3  Travis d'Arnaud  NYM   C   2800  0.0      9.133333    13.627004
4  Kendrys Morales  TOR  1B   3700  0.0      6.166667     5.776012
5     Brian Dozier  MIN  2B   4400 28.0      8.000000     4.922936
6      Miguel Sano  MIN  3B   4100 20.0     11.473684     9.748894
7      Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706
8       Max Kepler  MIN  OF   3800 12.0      8.117647     7.096499
9    Eddie Rosario  MIN  OF   3500  6.0      5.833333     4.553602
10    Byron Buxton  MIN  OF   3500 16.0      4.875000     5.175262
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         24         0.0 0.00     4 0.291 0.149
5         18         0.0 0.00     1 0.305 0.121
6         19         0.0 0.00     3 0.469 0.367
7         12         0.0 0.00     1 0.383 0.238
8         17         0.0 0.00     2 0.364 0.187
9         18         0.0 0.00     8 0.277 0.098
10        16         0.0 0.00     9 0.217 0.029

[1] "Total fpts: 136.7 (40)"
     Lineup (107) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2   Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3     Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4  Danny Valencia  SEA  1B   3200 14.0      3.944444     4.317846
5   Robinson Cano  SEA  2B   4100 15.0      8.040000     7.424509
6     Kyle Seager  SEA  3B   3900  2.0      6.333333     5.228129
7     Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706
8    Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9     Nelson Cruz  SEA  OF   4200  5.0     10.583333     8.308804
10      Ben Gamel  SEA  OF   2800  6.0      8.000000     7.582875
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         18         0.0 0.00     6 0.253 0.125
5         25         0.0 0.00     3 0.323 0.175
6         21         0.0 0.00     5 0.332 0.133
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     3 0.347 0.141
9         24         0.0 0.00     4 0.427 0.303
10         5         0.0 0.00     2 0.349 0.211

[1] "Total fpts: 136.55 (41)"
         Lineup (91) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Martinez  STL     P   8900 25.50     16.850000    13.747788
2        Danny Duffy   KC     P   8800 -1.95     16.680000    12.694123
3      Austin Barnes  LAD     C   2900  6.00      9.600000     8.876936
4     Hanley Ramirez  BOS 1B/OF   4700 28.00      7.421053     5.305299
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6        Miguel Sano  MIN    3B   4100 20.00     11.473684     9.748894
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
10     Brett Gardner  NYY    OF   3900 37.00      7.842105     8.610479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.7 1.47    NA 0.000 0.000
2          5         6.4 1.22    NA 0.000 0.000
3          5         0.0 0.00     7 0.343 0.269
4         19         0.0 0.00     4 0.320 0.146
5         14         0.0 0.00     9 0.296 0.055
6         19         0.0 0.00     3 0.469 0.367
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        19         0.0 0.00     1 0.291 0.117

[1] "Total fpts: 135.85 (42)"
     Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2  Ervin Santana  MIN   P   8600 27.90     28.662500    10.448315
3  Austin Romine  NYY   C   2700  3.00      6.933333     7.265050
4   Chris Carter  NYY  1B   3500  9.00      4.625000     4.405759
5    Jose Altuve  HOU  2B   4700 20.00     10.409091     8.438343
6  Chase Headley  NYY  3B   3500  8.00      9.227273     6.450779
7   Tim Anderson  CWS  SS   3500  3.00      6.450000     6.908995
8   Mookie Betts  BOS  OF   5000  9.00      7.000000     8.246211
9  Brett Gardner  NYY  OF   3900 37.00      7.842105     8.610479
10   Aaron Hicks  NYY  OF   3000 19.00     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4          8         0.0 0.00     8 0.261 0.158
5         22         0.0 0.00     3 0.389 0.152
6         22         0.0 0.00     2 0.393 0.193
7         20         0.0 0.00     1 0.247 0.093
8         20         0.0 0.00     3 0.347 0.141
9         19         0.0 0.00     1 0.291 0.117
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 135.15 (43)"
       Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2    Tyler Chatwood  COL   P   6900  5.20     13.660000    12.703218
3   Jonathan Lucroy  TEX   C   3900 22.00      4.588235     5.810108
4    Mitch Moreland  BOS  1B   3800 10.00      7.409091     7.109076
5       Jose Altuve  HOU  2B   4700 20.00     10.409091     8.438343
6       Miguel Sano  MIN  3B   4100 20.00     11.473684     9.748894
7      Elvis Andrus  TEX  SS   3700 18.00      7.750000     7.121614
8     Shin-Soo Choo  TEX  OF   4100  3.00      7.809524     8.738530
9      Nomar Mazara  TEX  OF   3600 23.00      7.458333     8.963594
10 Delino DeShields  TEX  OF   3400 14.00      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         22         0.0 0.00     5 0.357 0.198
5         22         0.0 0.00     3 0.389 0.152
6         19         0.0 0.00     3 0.469 0.367
7         24         0.0 0.00     7 0.336 0.174
8         21         0.0 0.00     2 0.354 0.156
9         24         0.0 0.00     8 0.292 0.152
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 134.6 (44)"
         Lineup (87) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3        Mike Zunino  SEA   C   2800  2.0      4.176471     3.592271
4     Danny Valencia  SEA  1B   3200 14.0      3.944444     4.317846
5        Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6         Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7        Jean Segura  SEA  SS   4100 12.0      9.846154     8.483770
8    George Springer  HOU  OF   4300  7.0      9.150000     8.177472
9       Jarrod Dyson  SEA  OF   2900  5.0      6.500000     4.915960
10 Guillermo Heredia  SEA  OF   2600  7.0      6.923077     7.410146
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         17         0.0 0.00     8 0.223 0.063
4         18         0.0 0.00     6 0.253 0.125
5         22         0.0 0.00     3 0.389 0.152
6         25         0.0 0.00     6 0.363 0.325
7         13         0.0 0.00     1 0.344 0.150
8         20         0.0 0.00     1 0.333 0.250
9         22         0.0 0.00     9 0.263 0.036
10        13         0.0 0.00     7 0.372 0.163

[1] "Total fpts: 133.55 (45)"
        Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3   Travis d'Arnaud  NYM     C   2800  0.00      9.133333    13.627004
4         Jay Bruce  NYM 1B/OF   3400 36.00      9.416667    10.375207
5       Neil Walker  NYM    2B   3400  8.00      5.833333     6.183194
6        Jose Reyes  NYM    3B   3700  2.00      6.454545     6.857233
7  Asdrubal Cabrera  NYM    SS   3500 18.00      7.136364     7.389152
8    Jackie Bradley  BOS    OF   4400  2.00      5.583333     6.788471
9    Billy Hamilton  CIN    OF   4100 14.00      8.090909     7.295851
10    Brett Gardner  NYY    OF   3900 37.00      7.842105     8.610479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         24         0.0 0.00     3 0.396 0.287
5         24         0.0 0.00     4 0.268 0.111
6         22         0.0 0.00     6 0.264 0.156
7         22         0.0 0.00     2 0.294 0.086
8         12         0.0 0.00     7 0.258 0.109
9         22         0.0 0.00     1 0.234 0.040
10        19         0.0 0.00     1 0.291 0.117

[1] "Total fpts: 132.6 (46)"
        Lineup (27) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3      Geovany Soto  CWS   C   2400 12.0      4.285714     4.923220
4       Mike Napoli  TEX  1B   3800  0.0      5.782609     6.409911
5      Rougned Odor  TEX  2B   4200  0.0      5.000000     5.766281
6        Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7      Elvis Andrus  TEX  SS   3700 18.0      7.750000     7.121614
8      Lorenzo Cain   KC  OF   3800  0.0      7.380952     4.934331
9      Nomar Mazara  TEX  OF   3600 23.0      7.458333     8.963594
10 Michael Conforto  NYM  OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         21         0.0 0.00     2 0.345 0.084
9         24         0.0 0.00     8 0.292 0.152
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 132.55 (47)"
         Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2       James Paxton  SEA   P   9200 16.60     27.310000    11.588755
3    Jonathan Lucroy  TEX   C   3900 22.00      4.588235     5.810108
4       Justin Smoak  TOR  1B   3000  5.00      7.611111     8.275683
5      Robinson Cano  SEA  2B   4100 15.00      8.040000     7.424509
6         Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7       Elvis Andrus  TEX  SS   3700 18.00      7.750000     7.121614
8  Andrew Benintendi  BOS  OF   4000  5.00      8.238095     6.276183
9       Nomar Mazara  TEX  OF   3600 23.00      7.458333     8.963594
10  Delino DeShields  TEX  OF   3400 14.00      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         18         0.0 0.00     5 0.346 0.234
5         25         0.0 0.00     3 0.323 0.175
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         21         0.0 0.00     2 0.373 0.140
9         24         0.0 0.00     8 0.292 0.152
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 132.3 (48)"
        Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9100  32.4     17.750000    11.267579
2        Matt Moore   SF     P   8200 -11.1     12.860000    13.340980
3       Evan Gattis  HOU     C   3800   5.0      8.333333     6.640425
4         Jay Bruce  NYM 1B/OF   3400  36.0      9.416667    10.375207
5       Jose Altuve  HOU    2B   4700  20.0     10.409091     8.438343
6     Manny Machado  BAL    3B   4800  14.0      8.166667     7.521949
7     Carlos Correa  HOU    SS   4600   0.0      6.428571     4.738897
8   George Springer  HOU    OF   4300   7.0      9.150000     8.177472
9    Carlos Beltran  HOU    OF   3700  15.0      5.400000     5.235506
10 Delino DeShields  TEX    OF   3400  14.0      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.47    NA 0.000 0.000
2          5         6.0 1.37    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         24         0.0 0.00     3 0.396 0.287
5         22         0.0 0.00     3 0.389 0.152
6         24         0.0 0.00     3 0.344 0.225
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 132.2 (49)"
      Lineup (86) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2  Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3     Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4  Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5   Robinson Cano  SEA    2B   4100 15.0      8.040000     7.424509
6      Joey Gallo  TEX    3B   3500 14.0      8.800000     8.460693
7     Jean Segura  SEA    SS   4100 12.0      9.846154     8.483770
8     Nelson Cruz  SEA    OF   4200  5.0     10.583333     8.308804
9    Jarrod Dyson  SEA    OF   2900  5.0      6.500000     4.915960
10      Ben Gamel  SEA    OF   2800  6.0      8.000000     7.582875
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     4 0.320 0.146
5         25         0.0 0.00     3 0.323 0.175
6         25         0.0 0.00     6 0.363 0.325
7         13         0.0 0.00     1 0.344 0.150
8         24         0.0 0.00     4 0.427 0.303
9         22         0.0 0.00     9 0.263 0.036
10         5         0.0 0.00     2 0.349 0.211

[1] "Total fpts: 131.7 (50)"
          Lineup (2) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3     Salvador Perez   KC     C   3200  0.0      7.600000     7.133317
4     Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5    Marco Hernandez  BOS 2B/SS   3100  0.0      4.642857     3.319109
6      Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7    Xander Bogaerts  BOS    SS   4600  8.0      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9    George Springer  HOU    OF   4300  7.0      9.150000     8.177472
10 Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         19         0.0 0.00     4 0.320 0.146
5         14         0.0 0.00     9 0.296 0.055
6         22         0.0 0.00     2 0.393 0.193
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 129.6 (51)"
        Lineup (117) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3        Kurt Suzuki  ATL   C   2400 11.0      6.000000     7.262920
4       Justin Smoak  TOR  1B   3000  5.0      7.611111     8.275683
5        Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6      Adonis Garcia  ATL  3B   3300 12.0      5.590909     5.456836
7     Dansby Swanson  ATL  SS   3200  9.0      4.363636     5.057248
8          Matt Kemp  ATL  OF   4200  7.0     12.846154    13.321950
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10     Nick Markakis  ATL  OF   3400  7.0      7.173913     4.969472
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          9         0.0 0.00     7 0.286 0.091
4         18         0.0 0.00     5 0.346 0.234
5         22         0.0 0.00     3 0.389 0.152
6         22         0.0 0.00     6 0.251 0.086
7         22         0.0 0.00     8 0.196 0.075
8         13         0.0 0.00     4 0.468 0.417
9         21         0.0 0.00     2 0.373 0.140
10        23         0.0 0.00     5 0.353 0.121

[1] "Total fpts: 129.35 (52)"
        Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  10600 16.45     13.760000     8.077314
2      Ervin Santana  MIN     P   8600 27.90     28.662500    10.448315
3      Austin Romine  NYY     C   2700  3.00      6.933333     7.265050
4      Matt Holliday  NYY 1B/OF   4000 15.00      8.368421     9.268888
5     Starlin Castro  NYY    2B   3600 10.00      9.208333     6.730716
6      Chase Headley  NYY    3B   3500  8.00      9.227273     6.450779
7      Carlos Correa  HOU    SS   4600  0.00      6.428571     4.738897
8      Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
9  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
10     Brett Gardner  NYY    OF   3900 37.00      7.842105     8.610479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.40    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         22         0.0 0.00     2 0.393 0.193
7         21         0.0 0.00     4 0.304 0.124
8         23         0.0 0.00     2 0.271 0.099
9         21         0.0 0.00     2 0.373 0.140
10        19         0.0 0.00     1 0.291 0.117

[1] "Total fpts: 128.6 (53)"
          Lineup (4) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3         Sandy Leon  BOS     C   3100  3.0      4.666667     7.958224
4       Justin Smoak  TOR    1B   3000  5.0      7.611111     8.275683
5    Marco Hernandez  BOS 2B/SS   3100  0.0      4.642857     3.319109
6    Marwin Gonzalez  HOU 3B/OF   2900 36.0      8.857143     7.080386
7    Xander Bogaerts  BOS    SS   4600  8.0      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10        Matt Joyce  OAK    OF   2500  9.0      4.705882     6.459148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         18         0.0 0.00     5 0.346 0.234
5         14         0.0 0.00     9 0.296 0.055
6         14         0.0 0.00     7 0.338 0.296
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        17         0.0 0.00     2 0.230 0.121

[1] "Total fpts: 128.6 (54)"
          Lineup (20) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2        James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3       Austin Barnes  LAD     C   2900  6.0      9.600000     8.876936
4     Kendrys Morales  TOR    1B   3700  0.0      6.166667     5.776012
5        Chris Taylor  LAD 2B/SS   3100 10.0      7.666667     5.391351
6       Justin Turner  LAD    3B   4000 11.0      8.272727     5.202397
7      Didi Gregorius  NYY    SS   3600  4.0      9.250000     6.396614
8   Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
9         Yasiel Puig  LAD    OF   3700 21.0      5.791667     7.535303
10 Franklin Gutierrez  LAD    OF   3300 18.0      4.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          5         0.0 0.00     7 0.343 0.269
4         24         0.0 0.00     4 0.291 0.149
5          6         0.0 0.00     5 0.411 0.286
6         22         0.0 0.00     3 0.432 0.151
7          4         0.0 0.00     5 0.367 0.105
8         21         0.0 0.00     2 0.373 0.140
9         24         0.0 0.00     6 0.320 0.194
10         3         0.0 0.00     4 0.293 0.154

[1] "Total fpts: 127.6 (55)"
        Lineup (119) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS    P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA    P   9200 16.6     27.310000    11.588755
3     Chris Herrmann  ARI C/OF   3100 21.0      4.428571     6.373307
4       Justin Smoak  TOR   1B   3000  5.0      7.611111     8.275683
5      Brandon Drury  ARI   2B   3300  8.0      6.782609     5.999671
6          Jake Lamb  ARI   3B   3900 21.0      9.958333     6.880844
7         Nick Ahmed  ARI   SS   2400  5.0      5.454545     6.990903
8    George Springer  HOU   OF   4300  7.0      9.150000     8.177472
9  Andrew Benintendi  BOS   OF   4000  5.0      8.238095     6.276183
10     Yasmany Tomas  ARI   OF   3700  2.0      9.666667     9.161514
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          7         0.0 0.00     7 0.194 0.083
4         18         0.0 0.00     5 0.346 0.234
5         23         0.0 0.00     6 0.356 0.118
6         24         0.0 0.00     4 0.366 0.221
7         11         0.0 0.00     8 0.248 0.106
8         20         0.0 0.00     1 0.333 0.250
9         21         0.0 0.00     2 0.373 0.140
10        21         0.0 0.00     5 0.374 0.291

[1] "Total fpts: 126.7 (56)"
          Lineup (1) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3        Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4    Kendrys Morales  TOR  1B   3700  0.0      6.166667     5.776012
5        Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6      Chase Headley  NYY  3B   3500  8.0      9.227273     6.450779
7      Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897
8    George Springer  HOU  OF   4300  7.0      9.150000     8.177472
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10    Carlos Beltran  HOU  OF   3700 15.0      5.400000     5.235506
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         24         0.0 0.00     4 0.291 0.149
5         22         0.0 0.00     3 0.389 0.152
6         22         0.0 0.00     2 0.393 0.193
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         21         0.0 0.00     2 0.373 0.140
10        20         0.0 0.00     2 0.268 0.099

[1] "Total fpts: 126.6 (57)"
       Lineup (50) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2     James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3     Geovany Soto  CWS   C   2400 12.0      4.285714     4.923220
4  Kendrys Morales  TOR  1B   3700  0.0      6.166667     5.776012
5      Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6     Todd Frazier  CWS  3B   4200  7.0      8.000000     7.425824
7      Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706
8   Avisail Garcia  CWS  OF   3200 16.0     10.400000     9.196109
9     Leury Garcia  CWS  OF   2600  2.0      6.647059     5.968052
10    Willy Garcia  CWS  OF   2400  2.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         24         0.0 0.00     4 0.291 0.149
5         22         0.0 0.00     3 0.389 0.152
6         15         0.0 0.00     5 0.319 0.226
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     6 0.438 0.253
9         17         0.0 0.00     9 0.344 0.177
10         0         0.0 0.00     8 0.306 0.143

[1] "Total fpts: 126.6 (58)"
         Lineup (81) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3       Jason Castro  MIN     C   2800 16.0      4.538462     5.253814
4          Joe Mauer  MIN    1B   3700 16.0      5.125000     2.604483
5         Ryan Goins  TOR 2B/SS   2300  2.0      5.692308     6.562324
6        Miguel Sano  MIN    3B   4100 20.0     11.473684     9.748894
7      Jorge Polanco  MIN    SS   3300  4.0      6.777778     4.734797
8    George Springer  HOU    OF   4300  7.0      9.150000     8.177472
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10   Robbie Grossman  MIN    OF   3600  3.0      7.866667     6.243473
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         13         0.0 0.00     6 0.303 0.133
4         16         0.0 0.00     4 0.249 0.050
5         13         0.0 0.00     7 0.294 0.209
6         19         0.0 0.00     3 0.469 0.367
7         18         0.0 0.00     7 0.298 0.101
8         20         0.0 0.00     1 0.333 0.250
9         21         0.0 0.00     2 0.373 0.140
10        15         0.0 0.00     5 0.368 0.117

[1] "Total fpts: 125.7 (59)"
      Lineup (54) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2   Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3  Devin Mesoraco  CIN     C   2800  0.0           NaN           NA
4  Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5     Jose Peraza  CIN    2B   3800  3.0      6.285714     6.481843
6  Eugenio Suarez  CIN    3B   3600  3.0     10.095238     8.971648
7     Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8    Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9     Adam Duvall  CIN    OF   4200  2.0      9.727273     9.789118
10 Scott Schebler  CIN    OF   3700  0.0      8.727273     9.145292
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3          0         0.0 0.00     8 0.360 0.000
4         19         0.0 0.00     4 0.320 0.146
5         21         0.0 0.00     7 0.235 0.031
6         21         0.0 0.00     5 0.431 0.277
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     3 0.347 0.141
9         22         0.0 0.00     4 0.362 0.326
10        22         0.0 0.00     6 0.374 0.337

[1] "Total fpts: 125.5 (60)"
         Lineup (13) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
2      Ervin Santana  MIN     P   8600 27.9     28.662500    10.448315
3        Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4     Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5    Marco Hernandez  BOS 2B/SS   3100  0.0      4.642857     3.319109
6         Joey Gallo  TEX    3B   3500 14.0      8.800000     8.460693
7    Xander Bogaerts  BOS    SS   4600  8.0      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10  Michael Conforto  NYM    OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     4 0.320 0.146
5         14         0.0 0.00     9 0.296 0.055
6         25         0.0 0.00     6 0.363 0.325
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 124.2 (61)"
      Lineup (17) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2  Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3   Austin Romine  NYY     C   2700  3.0      6.933333     7.265050
4   Matt Holliday  NYY 1B/OF   4000 15.0      8.368421     9.268888
5  Starlin Castro  NYY    2B   3600 10.0      9.208333     6.730716
6   Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7    Aledmys Diaz  STL    SS   4100  0.0      6.947368     9.760884
8    Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9   Brett Gardner  NYY    OF   3900 37.0      7.842105     8.610479
10   Lorenzo Cain   KC    OF   3800  0.0      7.380952     4.934331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         22         0.0 0.00     2 0.393 0.193
7         19         0.0 0.00     2 0.281 0.196
8         20         0.0 0.00     3 0.347 0.141
9         19         0.0 0.00     1 0.291 0.117
10        21         0.0 0.00     2 0.345 0.084

[1] "Total fpts: 122.7 (62)"
         Lineup (10) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3        Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4        Mike Napoli  TEX  1B   3800  0.0      5.782609     6.409911
5       Rougned Odor  TEX  2B   4200  0.0      5.000000     5.766281
6         Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7       Elvis Andrus  TEX  SS   3700 18.0      7.750000     7.121614
8       Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10      Carlos Gomez  TEX  OF   3800  5.0      7.480000     8.808708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        25         0.0 0.00     3 0.328 0.204

[1] "Total fpts: 122.2 (63)"
        Lineup (32) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3   Travis d'Arnaud  NYM     C   2800  0.0      9.133333    13.627004
4         Jay Bruce  NYM 1B/OF   3400 36.0      9.416667    10.375207
5       Neil Walker  NYM    2B   3400  8.0      5.833333     6.183194
6        Jose Reyes  NYM    3B   3700  2.0      6.454545     6.857233
7  Asdrubal Cabrera  NYM    SS   3500 18.0      7.136364     7.389152
8      Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9     Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
10     Lorenzo Cain   KC    OF   3800  0.0      7.380952     4.934331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         24         0.0 0.00     3 0.396 0.287
5         24         0.0 0.00     4 0.268 0.111
6         22         0.0 0.00     6 0.264 0.156
7         22         0.0 0.00     2 0.294 0.086
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10        21         0.0 0.00     2 0.345 0.084

[1] "Total fpts: 121.65 (64)"
        Lineup (134) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Justin Verlander  DET     P  10400 20.95     11.487500    15.949680
2      Trevor Cahill   SD     P   5000 29.70     18.700000     6.113101
3         Sandy Leon  BOS     C   3100  3.00      4.666667     7.958224
4         Joey Votto  CIN    1B   4800 22.00      9.875000     8.157752
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6        Kris Bryant  CHC    3B   5000 24.00     10.391304     8.195005
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
10      Lorenzo Cain   KC    OF   3800  0.00      7.380952     4.934331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.40    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         24         0.0 0.00     3 0.372 0.312
5         14         0.0 0.00     9 0.296 0.055
6         23         0.0 0.00     2 0.388 0.222
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        21         0.0 0.00     2 0.345 0.084

[1] "Total fpts: 119.6 (65)"
        Lineup (111) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3     Devin Mesoraco  CIN   C   2800  0.0           NaN           NA
4     Danny Valencia  SEA  1B   3200 14.0      3.944444     4.317846
5      Robinson Cano  SEA  2B   4100 15.0      8.040000     7.424509
6        Kyle Seager  SEA  3B   3900  2.0      6.333333     5.228129
7   Asdrubal Cabrera  NYM  SS   3500 18.0      7.136364     7.389152
8        Nelson Cruz  SEA  OF   4200  5.0     10.583333     8.308804
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10 Guillermo Heredia  SEA  OF   2600  7.0      6.923077     7.410146
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          0         0.0 0.00     8 0.360 0.000
4         18         0.0 0.00     6 0.253 0.125
5         25         0.0 0.00     3 0.323 0.175
6         21         0.0 0.00     5 0.332 0.133
7         22         0.0 0.00     2 0.294 0.086
8         24         0.0 0.00     4 0.427 0.303
9         21         0.0 0.00     2 0.373 0.140
10        13         0.0 0.00     7 0.372 0.163

[1] "Total fpts: 119.55 (66)"
       Lineup (38) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2     James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3    Austin Romine  NYY     C   2700  3.00      6.933333     7.265050
4    Matt Holliday  NYY 1B/OF   4000 15.00      8.368421     9.268888
5   Starlin Castro  NYY    2B   3600 10.00      9.208333     6.730716
6    Chase Headley  NYY    3B   3500  8.00      9.227273     6.450779
7      Trea Turner  WSH    SS   4700 14.00     13.583333    12.971706
8  George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9    Brett Gardner  NYY    OF   3900 37.00      7.842105     8.610479
10      Matt Joyce  OAK    OF   2500  9.00      4.705882     6.459148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         22         0.0 0.00     2 0.393 0.193
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     1 0.333 0.250
9         19         0.0 0.00     1 0.291 0.117
10        17         0.0 0.00     2 0.230 0.121

[1] "Total fpts: 118.9 (67)"
         Lineup (95) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Ervin Santana  MIN   P   8600 27.9     28.662500    10.448315
3       Geovany Soto  CWS   C   2400 12.0      4.285714     4.923220
4         Jose Abreu  CWS  1B   4300  5.0      6.900000     8.220001
5     Dustin Pedroia  BOS  2B   4300  7.0      4.888889     3.939079
6       Todd Frazier  CWS  3B   4200  7.0      8.000000     7.425824
7       Aledmys Diaz  STL  SS   4100  0.0      6.947368     9.760884
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9     Avisail Garcia  CWS  OF   3200 16.0     10.400000     9.196109
10      Willy Garcia  CWS  OF   2400  2.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         20         0.0 0.00     4 0.330 0.151
5         18         0.0 0.00     6 0.296 0.013
6         15         0.0 0.00     5 0.319 0.226
7         19         0.0 0.00     2 0.281 0.196
8         21         0.0 0.00     2 0.373 0.140
9         20         0.0 0.00     6 0.438 0.253
10         0         0.0 0.00     8 0.306 0.143

[1] "Total fpts: 117.85 (68)"
         Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  10600 16.45     13.760000     8.077314
2      Jose Quintana  CWS     P   9100 32.40     17.750000    11.267579
3     Devin Mesoraco  CIN     C   2800  0.00           NaN           NA
4     Hanley Ramirez  BOS 1B/OF   4700 28.00      7.421053     5.305299
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6      Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
10  Delino DeShields  TEX    OF   3400 14.00      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.40    NA 0.000 0.000
2          4         5.9 1.47    NA 0.000 0.000
3          0         0.0 0.00     8 0.360 0.000
4         19         0.0 0.00     4 0.320 0.146
5         14         0.0 0.00     9 0.296 0.055
6          7         0.0 0.00     9 0.338 0.138
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 116.6 (69)"
         Lineup (28) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3        Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4     Logan Morrison   TB  1B   3200 19.0      8.526316     7.508280
5        Brad Miller   TB  2B   3600 10.0      7.636364     7.345523
6      Chase Headley  NYY  3B   3500  8.0      9.227273     6.450779
7        Tim Beckham   TB  SS   2900  2.0      7.363636     8.605344
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9       Steven Souza   TB  OF   3500  5.0      7.625000     6.748993
10   Kevin Kiermaier   TB  OF   3400  9.0      5.565217     7.044186
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     3 0.358 0.213
5         22         0.0 0.00     4 0.325 0.132
6         22         0.0 0.00     2 0.393 0.193
7         22         0.0 0.00     6 0.343 0.226
8         21         0.0 0.00     2 0.373 0.140
9         24         0.0 0.00     5 0.391 0.202
10        23         0.0 0.00     2 0.270 0.079

[1] "Total fpts: 114.7 (70)"
         Lineup (43) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3      Yadier Molina  STL     C   3500  6.0      5.000000     4.255715
4     Matt Carpenter  STL    1B   4200 10.0      7.263158     6.153970
5        Jedd Gyorko  STL 2B/3B   3700  0.0     11.733333     9.910072
6      Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7       Aledmys Diaz  STL    SS   4100  0.0      6.947368     9.760884
8       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9   Stephen Piscotty  STL    OF   4100 10.0      7.600000     6.916038
10 Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         19         0.0 0.00     6 0.291 0.092
4         19         0.0 0.00     3 0.346 0.174
5         15         0.0 0.00     4 0.517 0.410
6         22         0.0 0.00     2 0.393 0.193
7         19         0.0 0.00     2 0.281 0.196
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     5 0.349 0.141
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 114.6 (71)"
     Lineup (29) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1     Chris Sale  BOS   P  12500 37.0     30.937500     4.899383         4
2   James Paxton  SEA   P   9200 16.6     27.310000    11.588755         5
3    Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425        15
4  Yonder Alonso  OAK  1B   2900 17.0      8.470588     7.517626        17
5     Jed Lowrie  OAK  2B   2900  3.0      7.045455     6.417812        22
6  Chase Headley  NYY  3B   3500  8.0      9.227273     6.450779        22
7    Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706        12
8    Khris Davis  OAK  OF   3900  2.0      9.227273     8.405961        22
9    Rajai Davis  OAK  OF   3700  3.0      8.250000     6.689544        12
10    Matt Joyce  OAK  OF   2500  9.0      4.705882     6.459148        17
   Avg_Innings WHIP Order  wOBA   ISO
1          7.5 0.77    NA 0.000 0.000
2          6.5 0.84    NA 0.000 0.000
3          0.0 0.00     5 0.397 0.196
4          0.0 0.00     5 0.374 0.235
5          0.0 0.00     3 0.360 0.157
6          0.0 0.00     2 0.393 0.193
7          0.0 0.00     1 0.383 0.238
8          0.0 0.00     4 0.422 0.390
9          0.0 0.00     1 0.275 0.161
10         0.0 0.00     2 0.230 0.121

[1] "Total fpts: 113.55 (72)"
         Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2        James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3       Austin Barnes  LAD     C   2900  6.00      9.600000     8.876936
4      Cody Bellinger  LAD    1B   3100 21.00      8.571429     9.589180
5        Chris Taylor  LAD 2B/SS   3100 10.00      7.666667     5.391351
6       Manny Machado  BAL    3B   4800 14.00      8.166667     7.521949
7        Aledmys Diaz  STL    SS   4100  0.00      6.947368     9.760884
8       Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
9         Yasiel Puig  LAD    OF   3700 21.00      5.791667     7.535303
10 Franklin Gutierrez  LAD    OF   3300 18.00      4.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          5         0.0 0.00     7 0.343 0.269
4          7         0.0 0.00     8 0.421 0.280
5          6         0.0 0.00     5 0.411 0.286
6         24         0.0 0.00     3 0.344 0.225
7         19         0.0 0.00     2 0.281 0.196
8         23         0.0 0.00     2 0.271 0.099
9         24         0.0 0.00     6 0.320 0.194
10         3         0.0 0.00     4 0.293 0.154

[1] "Total fpts: 112.6 (73)"
        Lineup (146) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3       Cameron Rupp  PHI   C   2900  4.0      5.733333     5.270764
4       Tommy Joseph  PHI  1B   3400  9.0      5.294118     6.322230
5        Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6      Maikel Franco  PHI  3B   3600  2.0      8.047619     7.952837
7      Freddy Galvis  PHI  SS   3100  0.0      7.523810     6.185621
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9   Michael Saunders  PHI  OF   3300  7.0      7.235294     7.215690
10  Michael Conforto  NYM  OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     8 0.318 0.172
4         17         0.0 0.00     6 0.235 0.113
5         22         0.0 0.00     3 0.389 0.152
6         21         0.0 0.00     4 0.284 0.163
7         21         0.0 0.00     7 0.334 0.227
8         21         0.0 0.00     2 0.373 0.140
9         17         0.0 0.00     5 0.298 0.145
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 112.55 (74)"
        Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3   Travis d'Arnaud  NYM     C   2800  0.00      9.133333    13.627004
4     Matt Holliday  NYY 1B/OF   4000 15.00      8.368421     9.268888
5    Starlin Castro  NYY    2B   3600 10.00      9.208333     6.730716
6     Chase Headley  NYY    3B   3500  8.00      9.227273     6.450779
7    Didi Gregorius  NYY    SS   3600  4.00      9.250000     6.396614
8     Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
9       Aaron Judge  NYY    OF   4000 38.00     12.363636    10.921998
10 Delino DeShields  TEX    OF   3400 14.00      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         22         0.0 0.00     2 0.393 0.193
7          4         0.0 0.00     5 0.367 0.105
8         23         0.0 0.00     2 0.271 0.099
9         22         0.0 0.00     6 0.463 0.425
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 111.7 (75)"
        Lineup (116) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3       Jose Lobaton  WSH   C   2400  0.0      3.833333     5.231316
4     Ryan Zimmerman  WSH  1B   4600 10.0     15.333333     9.387100
5      Daniel Murphy  WSH  2B   4500  9.0     10.619048    10.841938
6     Anthony Rendon  WSH  3B   3900  7.0      8.263158    15.719210
7      Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897
8       Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10    Michael Taylor  WSH  OF   3500  5.0      5.166667     6.524314
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3          6         0.0 0.00     8 0.187 0.143
4         18         0.0 0.00     4 0.548 0.466
5         21         0.0 0.00     5 0.412 0.248
6         19         0.0 0.00     6 0.342 0.133
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10         6         0.0 0.00     7 0.216 0.031

[1] "Total fpts: 110.85 (76)"
      Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2   Ervin Santana  MIN     P   8600 27.90     28.662500    10.448315
3  Salvador Perez   KC     C   3200  0.00      7.600000     7.133317
4   Matt Holliday  NYY 1B/OF   4000 15.00      8.368421     9.268888
5  Starlin Castro  NYY    2B   3600 10.00      9.208333     6.730716
6   Chase Headley  NYY    3B   3500  8.00      9.227273     6.450779
7  Didi Gregorius  NYY    SS   3600  4.00      9.250000     6.396614
8    Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9   Brett Gardner  NYY    OF   3900 37.00      7.842105     8.610479
10   Joey Rickard  BAL    OF   2800  0.00      8.333333     7.234178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         19         0.0 0.00     3 0.373 0.217
5         24         0.0 0.00     4 0.411 0.190
6         22         0.0 0.00     2 0.393 0.193
7          4         0.0 0.00     5 0.367 0.105
8         20         0.0 0.00     3 0.347 0.141
9         19         0.0 0.00     1 0.291 0.117
10         3         0.0 0.00     1 0.227 0.000

[1] "Total fpts: 110.6 (77)"
        Lineup (46) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3   Travis d'Arnaud  NYM   C   2800  0.0      9.133333    13.627004
4      Justin Smoak  TOR  1B   3000  5.0      7.611111     8.275683
5     Robinson Cano  SEA  2B   4100 15.0      8.040000     7.424509
6       Kyle Seager  SEA  3B   3900  2.0      6.333333     5.228129
7       Jean Segura  SEA  SS   4100 12.0      9.846154     8.483770
8       Nelson Cruz  SEA  OF   4200  5.0     10.583333     8.308804
9  Michael Conforto  NYM  OF   3300 12.0     12.428571    11.325358
10        Ben Gamel  SEA  OF   2800  6.0      8.000000     7.582875
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         18         0.0 0.00     5 0.346 0.234
5         25         0.0 0.00     3 0.323 0.175
6         21         0.0 0.00     5 0.332 0.133
7         13         0.0 0.00     1 0.344 0.150
8         24         0.0 0.00     4 0.427 0.303
9         14         0.0 0.00     1 0.454 0.367
10         5         0.0 0.00     2 0.349 0.211

[1] "Total fpts: 109.7 (78)"
        Lineup (120) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3        JT Realmuto  MIA   C   3500  0.0      6.368421     6.139223
4        Justin Bour  MIA  1B   3200  5.0      6.714286     8.626372
5        Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6      Chase Headley  NYY  3B   3500  8.0      9.227273     6.450779
7      Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897
8  Giancarlo Stanton  MIA  OF   4500  7.0      9.090909     9.753676
9   Christian Yelich  MIA  OF   4200  0.0      8.913043     7.809744
10     Marcell Ozuna  MIA  OF   3600  3.0      9.521739    10.003952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         19         0.0 0.00     7 0.363 0.127
4         21         0.0 0.00     6 0.307 0.179
5         22         0.0 0.00     3 0.389 0.152
6         22         0.0 0.00     2 0.393 0.193
7         21         0.0 0.00     4 0.304 0.124
8         22         0.0 0.00     4 0.359 0.253
9         23         0.0 0.00     3 0.312 0.130
10        23         0.0 0.00     5 0.384 0.261

[1] "Total fpts: 109.6 (79)"
         Lineup (35) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3       Nick Hundley   SF     C   2900  9.0      5.181818     5.653639
4       Buster Posey   SF  1B/C   3700  5.0      6.842105     5.112764
5          Joe Panik   SF    2B   3400  5.0      6.478261     5.434482
6      Eduardo Nunez   SF 3B/SS   3600  5.0      6.250000     6.777520
7   Christian Arroyo   SF    SS   3000  8.0      8.833333     6.337718
8    George Springer  HOU    OF   4300  7.0      9.150000     8.177472
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10  Michael Conforto  NYM    OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         11         0.0 0.00     8 0.211 0.135
4         19         0.0 0.00     4 0.396 0.116
5         23         0.0 0.00     7 0.340 0.103
6         24         0.0 0.00     6 0.259 0.052
7          6         0.0 0.00     5 0.304 0.188
8         20         0.0 0.00     1 0.333 0.250
9         21         0.0 0.00     2 0.373 0.140
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 108.6 (80)"
        Lineup (8) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2     James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3  Travis d'Arnaud  NYM     C   2800  0.0      9.133333    13.627004
4     Justin Smoak  TOR    1B   3000  5.0      7.611111     8.275683
5      Jose Altuve  HOU    2B   4700 20.0     10.409091     8.438343
6    Chris Coghlan  TOR 3B/OF   2600  5.0      6.571429     6.347103
7    Carlos Correa  HOU    SS   4600  0.0      6.428571     4.738897
8  George Springer  HOU    OF   4300  7.0      9.150000     8.177472
9   Carlos Beltran  HOU    OF   3700 15.0      5.400000     5.235506
10  Jake Marisnick  HOU    OF   2600  3.0      3.000000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         18         0.0 0.00     5 0.346 0.234
5         22         0.0 0.00     3 0.389 0.152
6          7         0.0 0.00     9 0.338 0.138
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10         6         0.0 0.00     9 0.399 0.273

[1] "Total fpts: 107.7 (81)"
         Lineup (82) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      Trevor Cahill   SD   P   5000 29.7     18.700000     6.113101
3        Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4    Kendrys Morales  TOR  1B   3700  0.0      6.166667     5.776012
5         Dee Gordon  MIA  2B   4100  2.0      8.714286     6.634326
6       Martin Prado  MIA  3B   3400 10.0      6.454545     4.698162
7        Trea Turner  WSH  SS   4700 14.0     13.583333    12.971706
8  Giancarlo Stanton  MIA  OF   4500  7.0      9.090909     9.753676
9   Christian Yelich  MIA  OF   4200  0.0      8.913043     7.809744
10     Marcell Ozuna  MIA  OF   3600  3.0      9.521739    10.003952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         24         0.0 0.00     4 0.291 0.149
5         21         0.0 0.00     1 0.314 0.079
6         11         0.0 0.00     2 0.315 0.163
7         12         0.0 0.00     1 0.383 0.238
8         22         0.0 0.00     4 0.359 0.253
9         23         0.0 0.00     3 0.312 0.130
10        23         0.0 0.00     5 0.384 0.261

[1] "Total fpts: 107.5 (82)"
     Lineup (113) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    James Paxton  SEA     P   9200 16.6     27.310000    11.588755
2   Ervin Santana  MIN     P   8600 27.9     28.662500    10.448315
3    Caleb Joseph  BAL     C   2400  0.0      5.142857     7.358183
4  Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5  Dustin Pedroia  BOS    2B   4300  7.0      4.888889     3.939079
6   Manny Machado  BAL    3B   4800 14.0      8.166667     7.521949
7     Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8     Mark Trumbo  BAL    OF   4200  0.0      6.250000     7.230671
9      Adam Jones  BAL    OF   4100  0.0      8.083333     6.337718
10   Joey Rickard  BAL    OF   2800  0.0      8.333333     7.234178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3          7         0.0 0.00     9 0.240 0.192
4         19         0.0 0.00     4 0.320 0.146
5         18         0.0 0.00     6 0.296 0.013
6         24         0.0 0.00     3 0.344 0.225
7         12         0.0 0.00     1 0.383 0.238
8         24         0.0 0.00     4 0.257 0.102
9         24         0.0 0.00     2 0.357 0.163
10         3         0.0 0.00     1 0.227 0.000

[1] "Total fpts: 107.2 (83)"
        Lineup (93) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3   Travis d'Arnaud  NYM     C   2800  0.0      9.133333    13.627004
4    Matt Carpenter  STL    1B   4200 10.0      7.263158     6.153970
5       Jedd Gyorko  STL 2B/3B   3700  0.0     11.733333     9.910072
6   Marwin Gonzalez  HOU 3B/OF   2900 36.0      8.857143     7.080386
7      Aledmys Diaz  STL    SS   4100  0.0      6.947368     9.760884
8     Dexter Fowler  STL    OF   4400  2.0      7.409091     8.415740
9   George Springer  HOU    OF   4300  7.0      9.150000     8.177472
10 Stephen Piscotty  STL    OF   4100 10.0      7.600000     6.916038
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         19         0.0 0.00     3 0.346 0.174
5         15         0.0 0.00     4 0.517 0.410
6         14         0.0 0.00     7 0.338 0.296
7         19         0.0 0.00     2 0.281 0.196
8         22         0.0 0.00     1 0.296 0.172
9         20         0.0 0.00     1 0.333 0.250
10        20         0.0 0.00     5 0.349 0.141

[1] "Total fpts: 107.2 (84)"
       Lineup (142) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3         Yan Gomes  CLE     C   2600  8.0      4.461538     4.427478
4    Carlos Santana  CLE 1B/OF   3800  9.0      7.363636     7.435727
5       Jose Altuve  HOU    2B   4700 20.0     10.409091     8.438343
6        Joey Gallo  TEX    3B   3500 14.0      8.800000     8.460693
7  Francisco Lindor  CLE    SS   4100  2.0     10.863636     9.881659
8      Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9  Michael Brantley  CLE    OF   3900  3.0     10.882353     7.573658
10  Abraham Almonte  CLE    OF   2900  0.0      6.923077     5.794560
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         13         0.0 0.00     9 0.238 0.098
4         22         0.0 0.00     1 0.308 0.136
5         22         0.0 0.00     3 0.389 0.152
6         25         0.0 0.00     6 0.363 0.325
7         22         0.0 0.00     2 0.410 0.316
8         20         0.0 0.00     3 0.347 0.141
9         17         0.0 0.00     3 0.390 0.238
10        13         0.0 0.00     8 0.387 0.140

[1] "Total fpts: 106.95 (85)"
      Lineup (109) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12500 37.00     30.937500     4.899383
2     Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
3     Geovany Soto  CWS     C   2400 12.00      4.285714     4.923220
4   Logan Morrison   TB    1B   3200 19.00      8.526316     7.508280
5      Brad Miller   TB    2B   3600 10.00      7.636364     7.345523
6    Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7   Didi Gregorius  NYY    SS   3600  4.00      9.250000     6.396614
8  Corey Dickerson   TB    OF   3600  6.00      9.142857     6.444267
9     Steven Souza   TB    OF   3500  5.00      7.625000     6.748993
10 Kevin Kiermaier   TB    OF   3400  9.00      5.565217     7.044186
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.9 1.25    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         19         0.0 0.00     3 0.358 0.213
5         22         0.0 0.00     4 0.325 0.132
6          7         0.0 0.00     9 0.338 0.138
7          4         0.0 0.00     5 0.367 0.105
8         21         0.0 0.00     1 0.417 0.294
9         24         0.0 0.00     5 0.391 0.202
10        23         0.0 0.00     2 0.270 0.079

[1] "Total fpts: 106.6 (86)"
         Lineup (31) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3        Mike Zunino  SEA   C   2800  2.0      4.176471     3.592271
4    Kendrys Morales  TOR  1B   3700  0.0      6.166667     5.776012
5      Robinson Cano  SEA  2B   4100 15.0      8.040000     7.424509
6      Chase Headley  NYY  3B   3500  8.0      9.227273     6.450779
7        Jean Segura  SEA  SS   4100 12.0      9.846154     8.483770
8  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
9       Jarrod Dyson  SEA  OF   2900  5.0      6.500000     4.915960
10         Ben Gamel  SEA  OF   2800  6.0      8.000000     7.582875
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         17         0.0 0.00     8 0.223 0.063
4         24         0.0 0.00     4 0.291 0.149
5         25         0.0 0.00     3 0.323 0.175
6         22         0.0 0.00     2 0.393 0.193
7         13         0.0 0.00     1 0.344 0.150
8         21         0.0 0.00     2 0.373 0.140
9         22         0.0 0.00     9 0.263 0.036
10         5         0.0 0.00     2 0.349 0.211

[1] "Total fpts: 106.6 (87)"
         Lineup (68) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3      Austin Hedges   SD   C   2700  0.0      7.333333     8.033264
4       Justin Smoak  TOR  1B   3000  5.0      7.611111     8.275683
5  Yangervis Solarte   SD  2B   3500 16.0      6.840000     5.842944
6       Ryan Schimpf   SD  3B   3600 16.0      6.428571     7.440238
7        Erick Aybar   SD  SS   2600  2.0      6.227273     6.369061
8       Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10    Hunter Renfroe   SD  OF   3300  0.0      5.500000     6.262379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         21         0.0 0.00     7 0.300 0.266
4         18         0.0 0.00     5 0.346 0.234
5         25         0.0 0.00     4 0.345 0.121
6         21         0.0 0.00     5 0.309 0.257
7         22         0.0 0.00     8 0.294 0.122
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        24         0.0 0.00     6 0.265 0.177

[1] "Total fpts: 106.6 (88)"
        Lineup (128) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3    Travis d'Arnaud  NYM   C   2800  0.0      9.133333    13.627004
4        Justin Bour  MIA  1B   3200  5.0      6.714286     8.626372
5        Kolten Wong  STL  2B   3100 10.0      7.055556     6.263547
6       Martin Prado  MIA  3B   3400 10.0      6.454545     4.698162
7   Asdrubal Cabrera  NYM  SS   3500 18.0      7.136364     7.389152
8  Giancarlo Stanton  MIA  OF   4500  7.0      9.090909     9.753676
9   Christian Yelich  MIA  OF   4200  0.0      8.913043     7.809744
10     Marcell Ozuna  MIA  OF   3600  3.0      9.521739    10.003952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         21         0.0 0.00     6 0.307 0.179
5         18         0.0 0.00     8 0.335 0.154
6         11         0.0 0.00     2 0.315 0.163
7         22         0.0 0.00     2 0.294 0.086
8         22         0.0 0.00     4 0.359 0.253
9         23         0.0 0.00     3 0.312 0.130
10        23         0.0 0.00     5 0.384 0.261

[1] "Total fpts: 105.6 (89)"
       Lineup (105) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3       Drew Butera   KC     C   2000  0.0      2.600000     3.714835
4    Hanley Ramirez  BOS 1B/OF   4700 28.0      7.421053     5.305299
5   Christian Colon   KC 2B/SS   2500  3.0      2.000000     2.121320
6  Cheslor Cuthbert   KC    3B   3100  0.0      3.571429     6.241184
7   Alcides Escobar   KC    SS   3100  3.0      3.500000     3.789082
8      Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9     Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
10  Jorge Bonifacio   KC    OF   2900  2.0      8.428571     7.699722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          5         0.0 0.00     9 0.179 0.063
4         19         0.0 0.00     4 0.320 0.146
5          5         0.0 0.00     8 0.158 0.000
6          7         0.0 0.00     6 0.196 0.103
7         22         0.0 0.00     7 0.211 0.059
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10         7         0.0 0.00     5 0.412 0.222

[1] "Total fpts: 105.35 (90)"
      Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  10600 16.45     13.760000     8.077314
2    Ervin Santana  MIN   P   8600 27.90     28.662500    10.448315
3   Russell Martin  TOR   C   3600  2.00      6.444444     5.564829
4  Kendrys Morales  TOR  1B   3700  0.00      6.166667     5.776012
5      Jose Altuve  HOU  2B   4700 20.00     10.409091     8.438343
6       Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7    Carlos Correa  HOU  SS   4600  0.00      6.428571     4.738897
8  George Springer  HOU  OF   4300  7.00      9.150000     8.177472
9   Carlos Beltran  HOU  OF   3700 15.00      5.400000     5.235506
10  Jake Marisnick  HOU  OF   2600  3.00      3.000000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.40    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         24         0.0 0.00     4 0.291 0.149
5         22         0.0 0.00     3 0.389 0.152
6         25         0.0 0.00     6 0.363 0.325
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10         6         0.0 0.00     9 0.399 0.273

[1] "Total fpts: 105.2 (91)"
        Lineup (34) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3       Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4       Mike Napoli  TEX    1B   3800  0.0      5.782609     6.409911
5      Rougned Odor  TEX    2B   4200  0.0      5.000000     5.766281
6   Marwin Gonzalez  HOU 3B/OF   2900 36.0      8.857143     7.080386
7     Carlos Correa  HOU    SS   4600  0.0      6.428571     4.738897
8     Shin-Soo Choo  TEX    OF   4100  3.0      7.809524     8.738530
9      Carlos Gomez  TEX    OF   3800  5.0      7.480000     8.808708
10 Delino DeShields  TEX    OF   3400 14.0      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         14         0.0 0.00     7 0.338 0.296
7         21         0.0 0.00     4 0.304 0.124
8         21         0.0 0.00     2 0.354 0.156
9         25         0.0 0.00     3 0.328 0.204
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 104.55 (92)"
       Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3     Yadier Molina  STL     C   3500  6.00      5.000000     4.255715
4    Matt Carpenter  STL    1B   4200 10.00      7.263158     6.153970
5       Jedd Gyorko  STL 2B/3B   3700  0.00     11.733333     9.910072
6   Marwin Gonzalez  HOU 3B/OF   2900 36.00      8.857143     7.080386
7      Aledmys Diaz  STL    SS   4100  0.00      6.947368     9.760884
8  Stephen Piscotty  STL    OF   4100 10.00      7.600000     6.916038
9  Delino DeShields  TEX    OF   3400 14.00      7.300000     8.982081
10 Michael Conforto  NYM    OF   3300 12.00     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         19         0.0 0.00     6 0.291 0.092
4         19         0.0 0.00     3 0.346 0.174
5         15         0.0 0.00     4 0.517 0.410
6         14         0.0 0.00     7 0.338 0.296
7         19         0.0 0.00     2 0.281 0.196
8         20         0.0 0.00     5 0.349 0.141
9         10         0.0 0.00     1 0.304 0.029
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 103.55 (93)"
         Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2       James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3         Sandy Leon  BOS     C   3100  3.00      4.666667     7.958224
4          Jay Bruce  NYM 1B/OF   3400 36.00      9.416667    10.375207
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6         Joey Gallo  TEX    3B   3500 14.00      8.800000     8.460693
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8     Jackie Bradley  BOS    OF   4400  2.00      5.583333     6.788471
9  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
10       Aaron Hicks  NYY    OF   3000 19.00     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         24         0.0 0.00     3 0.396 0.287
5         14         0.0 0.00     9 0.296 0.055
6         25         0.0 0.00     6 0.363 0.325
7         18         0.0 0.00     1 0.344 0.052
8         12         0.0 0.00     7 0.258 0.109
9         21         0.0 0.00     2 0.373 0.140
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 102.6 (94)"
        Lineup (124) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3          Yan Gomes  CLE     C   2600  8.0      4.461538     4.427478
4     Carlos Santana  CLE 1B/OF   3800  9.0      7.363636     7.435727
5     Dustin Pedroia  BOS    2B   4300  7.0      4.888889     3.939079
6      Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7   Francisco Lindor  CLE    SS   4100  2.0     10.863636     9.881659
8  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
9  Lonnie Chisenhall  CLE    OF   2900 10.0      7.777778     7.293452
10   Abraham Almonte  CLE    OF   2900  0.0      6.923077     5.794560
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         13         0.0 0.00     9 0.238 0.098
4         22         0.0 0.00     1 0.308 0.136
5         18         0.0 0.00     6 0.296 0.013
6         22         0.0 0.00     2 0.393 0.193
7         22         0.0 0.00     2 0.410 0.316
8         21         0.0 0.00     2 0.373 0.140
9          9         0.0 0.00     7 0.347 0.209
10        13         0.0 0.00     8 0.387 0.140

[1] "Total fpts: 101.8 (95)"
       Lineup (12) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     James Paxton  SEA   P   9200 16.6     27.310000    11.588755
2   Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3      Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4   Mitch Moreland  BOS  1B   3800 10.0      7.409091     7.109076
5      Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6       Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7    Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897
8     Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9  George Springer  HOU  OF   4300  7.0      9.150000     8.177472
10  Carlos Beltran  HOU  OF   3700 15.0      5.400000     5.235506
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         22         0.0 0.00     5 0.357 0.198
5         22         0.0 0.00     3 0.389 0.152
6         25         0.0 0.00     6 0.363 0.325
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        20         0.0 0.00     2 0.268 0.099

[1] "Total fpts: 101.6 (96)"
        Lineup (67) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2      James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3   Travis d'Arnaud  NYM     C   2800  0.0      9.133333    13.627004
4        Joey Votto  CIN    1B   4800 22.0      9.875000     8.157752
5        Ryan Goins  TOR 2B/SS   2300  2.0      5.692308     6.562324
6    Eugenio Suarez  CIN    3B   3600  3.0     10.095238     8.971648
7       Zack Cozart  CIN    SS   3500  7.0      8.428571     6.336966
8       Adam Duvall  CIN    OF   4200  2.0      9.727273     9.789118
9    Scott Schebler  CIN    OF   3700  0.0      8.727273     9.145292
10 Michael Conforto  NYM    OF   3300 12.0     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         24         0.0 0.00     3 0.372 0.312
5         13         0.0 0.00     7 0.294 0.209
6         21         0.0 0.00     5 0.431 0.277
7         21         0.0 0.00     2 0.426 0.240
8         22         0.0 0.00     4 0.362 0.326
9         22         0.0 0.00     6 0.374 0.337
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 101.55 (97)"
       Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2     James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3    Austin Romine  NYY     C   2700  3.00      6.933333     7.265050
4     Chris Carter  NYY    1B   3500  9.00      4.625000     4.405759
5     Rougned Odor  TEX    2B   4200  0.00      5.000000     5.766281
6     Alex Bregman  HOU 3B/SS   3900  5.00      5.500000     3.900549
7   Didi Gregorius  NYY    SS   3600  4.00      9.250000     6.396614
8  George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9      Aaron Judge  NYY    OF   4000 38.00     12.363636    10.921998
10     Aaron Hicks  NYY    OF   3000 19.00     11.600000     9.512565
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     9 0.349 0.148
4          8         0.0 0.00     8 0.261 0.158
5         25         0.0 0.00     4 0.256 0.168
6         22         0.0 0.00     8 0.303 0.058
7          4         0.0 0.00     5 0.367 0.105
8         20         0.0 0.00     1 0.333 0.250
9         22         0.0 0.00     6 0.463 0.425
10        10         0.0 0.00     7 0.422 0.311

[1] "Total fpts: 101.2 (98)"
        Lineup (145) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2     Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3        Mike Zunino  SEA   C   2800  2.0      4.176471     3.592271
4     Danny Valencia  SEA  1B   3200 14.0      3.944444     4.317846
5        Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6        Kyle Seager  SEA  3B   3900  2.0      6.333333     5.228129
7       Aledmys Diaz  STL  SS   4100  0.0      6.947368     9.760884
8       Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9        Nelson Cruz  SEA  OF   4200  5.0     10.583333     8.308804
10 Guillermo Heredia  SEA  OF   2600  7.0      6.923077     7.410146
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         17         0.0 0.00     8 0.223 0.063
4         18         0.0 0.00     6 0.253 0.125
5         22         0.0 0.00     3 0.389 0.152
6         21         0.0 0.00     5 0.332 0.133
7         19         0.0 0.00     2 0.281 0.196
8         20         0.0 0.00     3 0.347 0.141
9         24         0.0 0.00     4 0.427 0.303
10        13         0.0 0.00     7 0.372 0.163

[1] "Total fpts: 100.6 (99)"
        Lineup (30) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2      James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3    Salvador Perez   KC   C   3200  0.0      7.600000     7.133317
4       Eric Hosmer   KC  1B   3700  3.0      5.454545     4.646835
5       Jose Altuve  HOU  2B   4700 20.0     10.409091     8.438343
6  Cheslor Cuthbert   KC  3B   3100  0.0      3.571429     6.241184
7   Alcides Escobar   KC  SS   3100  3.0      3.500000     3.789082
8   George Springer  HOU  OF   4300  7.0      9.150000     8.177472
9  Michael Conforto  NYM  OF   3300 12.0     12.428571    11.325358
10  Jorge Bonifacio   KC  OF   2900  2.0      8.428571     7.699722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         22         0.0 0.00     3 0.270 0.097
5         22         0.0 0.00     3 0.389 0.152
6          7         0.0 0.00     6 0.196 0.103
7         22         0.0 0.00     7 0.211 0.059
8         20         0.0 0.00     1 0.333 0.250
9         14         0.0 0.00     1 0.454 0.367
10         7         0.0 0.00     5 0.412 0.222

[1] "Total fpts: 98.7 (100)"
      Lineup (126) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Trevor Cahill   SD     P   5000 29.7     18.700000     6.113101
3      Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4      Eric Thames  MIL    1B   4500  0.0     13.652174     9.712264
5  Jonathan Villar  MIL    2B   4100  0.0      8.600000     8.524475
6      Travis Shaw  MIL    3B   3300  3.0      9.652174     8.819445
7     Hernan Perez  MIL OF/SS   3300  3.0     10.642857    12.755736
8     Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9  George Springer  HOU    OF   4300  7.0      9.150000     8.177472
10 Domingo Santana  MIL    OF   3400  5.0      8.631579     7.840143
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         23         0.0 0.00     2 0.513 0.455
5         25         0.0 0.00     1 0.284 0.146
6         23         0.0 0.00     4 0.358 0.295
7         14         0.0 0.00     3 0.366 0.290
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        19         0.0 0.00     5 0.337 0.263

[1] "Total fpts: 98.15 (101)"
         Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2     Tyler Chatwood  COL     P   6900  5.20     13.660000    12.703218
3    Travis d'Arnaud  NYM     C   2800  0.00      9.133333    13.627004
4     Hanley Ramirez  BOS 1B/OF   4700 28.00      7.421053     5.305299
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6    Marwin Gonzalez  HOU 3B/OF   2900 36.00      8.857143     7.080386
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9      Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
10 Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         19         0.0 0.00     4 0.320 0.146
5         14         0.0 0.00     9 0.296 0.055
6         14         0.0 0.00     7 0.338 0.296
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 97.55 (102)"
          Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2        James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3      Salvador Perez   KC     C   3200  0.00      7.600000     7.133317
4        Justin Smoak  TOR    1B   3000  5.00      7.611111     8.275683
5        Chris Taylor  LAD 2B/SS   3100 10.00      7.666667     5.391351
6       Justin Turner  LAD    3B   4000 11.00      8.272727     5.202397
7        Corey Seager  LAD    SS   4400  9.00      9.478261     7.861700
8     George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9         Yasiel Puig  LAD    OF   3700 21.00      5.791667     7.535303
10 Franklin Gutierrez  LAD    OF   3300 18.00      4.000000     2.645751
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         18         0.0 0.00     5 0.346 0.234
5          6         0.0 0.00     5 0.411 0.286
6         22         0.0 0.00     3 0.432 0.151
7         23         0.0 0.00     2 0.405 0.223
8         20         0.0 0.00     1 0.333 0.250
9         24         0.0 0.00     6 0.320 0.194
10         3         0.0 0.00     4 0.293 0.154

[1] "Total fpts: 96.95 (103)"
      Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  12500 37.00     30.937500     4.899383
2    Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
3    Geovany Soto  CWS   C   2400 12.00      4.285714     4.923220
4  Mitch Moreland  BOS  1B   3800 10.00      7.409091     7.109076
5  Dustin Pedroia  BOS  2B   4300  7.00      4.888889     3.939079
6   Chase Headley  NYY  3B   3500  8.00      9.227273     6.450779
7    Tim Anderson  CWS  SS   3500  3.00      6.450000     6.908995
8  Avisail Garcia  CWS  OF   3200 16.00     10.400000     9.196109
9    Leury Garcia  CWS  OF   2600  2.00      6.647059     5.968052
10   Willy Garcia  CWS  OF   2400  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.9 1.25    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         22         0.0 0.00     5 0.357 0.198
5         18         0.0 0.00     6 0.296 0.013
6         22         0.0 0.00     2 0.393 0.193
7         20         0.0 0.00     1 0.247 0.093
8         20         0.0 0.00     6 0.438 0.253
9         17         0.0 0.00     9 0.344 0.177
10         0         0.0 0.00     8 0.306 0.143

[1] "Total fpts: 94.6 (104)"
         Lineup (85) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3        JT Realmuto  MIA     C   3500  0.0      6.368421     6.139223
4        Justin Bour  MIA    1B   3200  5.0      6.714286     8.626372
5         Ryan Goins  TOR 2B/SS   2300  2.0      5.692308     6.562324
6       Miguel Rojas  MIA 3B/SS   2200  5.0      6.090909     5.717596
7        Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8  Giancarlo Stanton  MIA    OF   4500  7.0      9.090909     9.753676
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10     Marcell Ozuna  MIA    OF   3600  3.0      9.521739    10.003952
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         19         0.0 0.00     7 0.363 0.127
4         21         0.0 0.00     6 0.307 0.179
5         13         0.0 0.00     7 0.294 0.209
6         11         0.0 0.00     8 0.302 0.064
7         12         0.0 0.00     1 0.383 0.238
8         22         0.0 0.00     4 0.359 0.253
9         21         0.0 0.00     2 0.373 0.140
10        23         0.0 0.00     5 0.384 0.261

[1] "Total fpts: 94.35 (105)"
       Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  10600 16.45     13.760000     8.077314
2    Ervin Santana  MIN     P   8600 27.90     28.662500    10.448315
3   Russell Martin  TOR     C   3600  2.00      6.444444     5.564829
4  Kendrys Morales  TOR    1B   3700  0.00      6.166667     5.776012
5   Dustin Pedroia  BOS    2B   4300  7.00      4.888889     3.939079
6    Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7      Trea Turner  WSH    SS   4700 14.00     13.583333    12.971706
8  George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9    Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
10    Kevin Pillar  TOR    OF   3300  8.00      8.458333     8.413132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.40    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         24         0.0 0.00     4 0.291 0.149
5         18         0.0 0.00     6 0.296 0.013
6          7         0.0 0.00     9 0.338 0.138
7         12         0.0 0.00     1 0.383 0.238
8         20         0.0 0.00     1 0.333 0.250
9         23         0.0 0.00     2 0.271 0.099
10        24         0.0 0.00     1 0.361 0.208

[1] "Total fpts: 94.35 (106)"
        Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  10600 16.45     13.760000     8.077314
2      Ervin Santana  MIN     P   8600 27.90     28.662500    10.448315
3         Sandy Leon  BOS     C   3100  3.00      4.666667     7.958224
4       Justin Smoak  TOR    1B   3000  5.00      7.611111     8.275683
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6        Miguel Sano  MIN    3B   4100 20.00     11.473684     9.748894
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8     Jackie Bradley  BOS    OF   4400  2.00      5.583333     6.788471
9    George Springer  HOU    OF   4300  7.00      9.150000     8.177472
10 Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.40    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         18         0.0 0.00     5 0.346 0.234
5         14         0.0 0.00     9 0.296 0.055
6         19         0.0 0.00     3 0.469 0.367
7         18         0.0 0.00     1 0.344 0.052
8         12         0.0 0.00     7 0.258 0.109
9         20         0.0 0.00     1 0.333 0.250
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 93.55 (107)"
       Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Justin Verlander  DET     P  10400 20.95     11.487500    15.949680
2      James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3    Russell Martin  TOR     C   3600  2.00      6.444444     5.564829
4     Matt Holliday  NYY 1B/OF   4000 15.00      8.368421     9.268888
5      Devon Travis  TOR    2B   3800 12.00      4.294118     5.871166
6     Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7     Carlos Correa  HOU    SS   4600  0.00      6.428571     4.738897
8   George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9     Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
10     Kevin Pillar  TOR    OF   3300  8.00      8.458333     8.413132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.40    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         19         0.0 0.00     3 0.373 0.217
5         17         0.0 0.00     8 0.201 0.078
6          7         0.0 0.00     9 0.338 0.138
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         23         0.0 0.00     2 0.271 0.099
10        24         0.0 0.00     1 0.361 0.208

[1] "Total fpts: 90.95 (108)"
        Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.00     30.937500     4.899383
2       Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
3        Mike Zunino  SEA     C   2800  2.00      4.176471     3.592271
4     Mitch Moreland  BOS    1B   3800 10.00      7.409091     7.109076
5     Dustin Pedroia  BOS    2B   4300  7.00      4.888889     3.939079
6      Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7        Jean Segura  SEA    SS   4100 12.00      9.846154     8.483770
8       Jarrod Dyson  SEA    OF   2900  5.00      6.500000     4.915960
9          Ben Gamel  SEA    OF   2800  6.00      8.000000     7.582875
10 Guillermo Heredia  SEA    OF   2600  7.00      6.923077     7.410146
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.9 1.25    NA 0.000 0.000
3         17         0.0 0.00     8 0.223 0.063
4         22         0.0 0.00     5 0.357 0.198
5         18         0.0 0.00     6 0.296 0.013
6          7         0.0 0.00     9 0.338 0.138
7         13         0.0 0.00     1 0.344 0.150
8         22         0.0 0.00     9 0.263 0.036
9          5         0.0 0.00     2 0.349 0.211
10        13         0.0 0.00     7 0.372 0.163

[1] "Total fpts: 90.8 (109)"
     Lineup (102) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    James Paxton  SEA   P   9200 16.6     27.310000    11.588755
2  Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3     Evan Gattis  HOU   C   3800  5.0      8.333333     6.640425
4      Joey Votto  CIN  1B   4800 22.0      9.875000     8.157752
5  Dustin Pedroia  BOS  2B   4300  7.0      4.888889     3.939079
6  Eugenio Suarez  CIN  3B   3600  3.0     10.095238     8.971648
7     Zack Cozart  CIN  SS   3500  7.0      8.428571     6.336966
8    Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9     Adam Duvall  CIN  OF   4200  2.0      9.727273     9.789118
10 Billy Hamilton  CIN  OF   4100 14.0      8.090909     7.295851
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         24         0.0 0.00     3 0.372 0.312
5         18         0.0 0.00     6 0.296 0.013
6         21         0.0 0.00     5 0.431 0.277
7         21         0.0 0.00     2 0.426 0.240
8         20         0.0 0.00     3 0.347 0.141
9         22         0.0 0.00     4 0.362 0.326
10        22         0.0 0.00     1 0.234 0.040

[1] "Total fpts: 90.6 (110)"
         Lineup (41) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3       Stephen Vogt  OAK     C   3200  3.0      3.437500     3.244868
4    Kendrys Morales  TOR    1B   3700  0.0      6.166667     5.776012
5       Adam Rosales  OAK 2B/SS   2400  0.0      5.625000     5.451300
6     Trevor Plouffe  OAK    3B   3500  3.0      5.590909     5.770690
7        Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
9        Rajai Davis  OAK    OF   3700  3.0      8.250000     6.689544
10        Matt Joyce  OAK    OF   2500  9.0      4.705882     6.459148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         16         0.0 0.00     7 0.239 0.113
4         24         0.0 0.00     4 0.291 0.149
5         16         0.0 0.00     9 0.300 0.148
6         22         0.0 0.00     8 0.281 0.159
7         12         0.0 0.00     1 0.383 0.238
8         21         0.0 0.00     2 0.373 0.140
9         12         0.0 0.00     1 0.275 0.161
10        17         0.0 0.00     2 0.230 0.121

[1] "Total fpts: 90.5 (111)"
        Lineup (140) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
2      Ervin Santana  MIN     P   8600 27.9     28.662500    10.448315
3        Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4     Matt Carpenter  STL    1B   4200 10.0      7.263158     6.153970
5        Jedd Gyorko  STL 2B/3B   3700  0.0     11.733333     9.910072
6         Joey Gallo  TEX    3B   3500 14.0      8.800000     8.460693
7       Aledmys Diaz  STL    SS   4100  0.0      6.947368     9.760884
8      Dexter Fowler  STL    OF   4400  2.0      7.409091     8.415740
9   Stephen Piscotty  STL    OF   4100 10.0      7.600000     6.916038
10 Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     3 0.346 0.174
5         15         0.0 0.00     4 0.517 0.410
6         25         0.0 0.00     6 0.363 0.325
7         19         0.0 0.00     2 0.281 0.196
8         22         0.0 0.00     1 0.296 0.172
9         20         0.0 0.00     5 0.349 0.141
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 89.2 (112)"
          Lineup (5) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2     Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3     Russell Martin  TOR     C   3600  2.0      6.444444     5.564829
4    Kendrys Morales  TOR    1B   3700  0.0      6.166667     5.776012
5        Jose Altuve  HOU    2B   4700 20.0     10.409091     8.438343
6      Chris Coghlan  TOR 3B/OF   2600  5.0      6.571429     6.347103
7      Carlos Correa  HOU    SS   4600  0.0      6.428571     4.738897
8      Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10      Kevin Pillar  TOR    OF   3300  8.0      8.458333     8.413132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         24         0.0 0.00     4 0.291 0.149
5         22         0.0 0.00     3 0.389 0.152
6          7         0.0 0.00     9 0.338 0.138
7         21         0.0 0.00     4 0.304 0.124
8         23         0.0 0.00     2 0.271 0.099
9         21         0.0 0.00     2 0.373 0.140
10        24         0.0 0.00     1 0.361 0.208

[1] "Total fpts: 89.2 (113)"
        Lineup (76) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2    Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3       Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4      Buster Posey   SF  1B/C   3700  5.0      6.842105     5.112764
5         Joe Panik   SF    2B   3400  5.0      6.478261     5.434482
6     Eduardo Nunez   SF 3B/SS   3600  5.0      6.250000     6.777520
7  Christian Arroyo   SF    SS   3000  8.0      8.833333     6.337718
8      Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9     Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
10     Hunter Pence   SF    OF   3700  3.0      6.708333     5.360720
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         19         0.0 0.00     4 0.396 0.116
5         23         0.0 0.00     7 0.340 0.103
6         24         0.0 0.00     6 0.259 0.052
7          6         0.0 0.00     5 0.304 0.188
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10        24         0.0 0.00     3 0.310 0.102

[1] "Total fpts: 89.2 (114)"
        Lineup (103) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2     Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3       Geovany Soto  CWS   C   2400 12.0      4.285714     4.923220
4         Joey Votto  CIN  1B   4800 22.0      9.875000     8.157752
5        Jose Peraza  CIN  2B   3800  3.0      6.285714     6.481843
6     Eugenio Suarez  CIN  3B   3600  3.0     10.095238     8.971648
7       Aledmys Diaz  STL  SS   4100  0.0      6.947368     9.760884
8        Adam Duvall  CIN  OF   4200  2.0      9.727273     9.789118
9  Andrew Benintendi  BOS  OF   4000  5.0      8.238095     6.276183
10    Scott Schebler  CIN  OF   3700  0.0      8.727273     9.145292
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         24         0.0 0.00     3 0.372 0.312
5         21         0.0 0.00     7 0.235 0.031
6         21         0.0 0.00     5 0.431 0.277
7         19         0.0 0.00     2 0.281 0.196
8         22         0.0 0.00     4 0.362 0.326
9         21         0.0 0.00     2 0.373 0.140
10        22         0.0 0.00     6 0.374 0.337

[1] "Total fpts: 88.95 (115)"
         Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12500 37.00     30.937500     4.899383
2       Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
3   Martin Maldonado  LAA   C   2200  3.00      4.473684     4.128067
4       Justin Smoak  TOR  1B   3000  5.00      7.611111     8.275683
5     Danny Espinosa  LAA  2B   2700  0.00      6.000000     6.775305
6      Yunel Escobar  LAA  3B   2900  5.00      6.347826     6.739360
7  Andrelton Simmons  LAA  SS   2800  7.00      6.347826     6.057367
8       Mookie Betts  BOS  OF   5000  9.00      7.000000     8.246211
9  Andrew Benintendi  BOS  OF   4000  5.00      8.238095     6.276183
10    Cameron Maybin  LAA  OF   3300 18.00      6.470588     5.075895
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.9 1.25    NA 0.000 0.000
3         19         0.0 0.00     9 0.305 0.049
4         18         0.0 0.00     5 0.346 0.234
5         22         0.0 0.00     7 0.242 0.136
6         23         0.0 0.00     1 0.279 0.103
7         23         0.0 0.00     6 0.340 0.116
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        17         0.0 0.00     8 0.270 0.074

[1] "Total fpts: 88.6 (116)"
       Lineup (21) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2     James Paxton  SEA   P   9200 16.6     27.310000    11.588755
3  Travis d'Arnaud  NYM   C   2800  0.0      9.133333    13.627004
4      Mike Napoli  TEX  1B   3800  0.0      5.782609     6.409911
5     Rougned Odor  TEX  2B   4200  0.0      5.000000     5.766281
6       Joey Gallo  TEX  3B   3500 14.0      8.800000     8.460693
7   Didi Gregorius  NYY  SS   3600  4.0      9.250000     6.396614
8    Shin-Soo Choo  TEX  OF   4100  3.0      7.809524     8.738530
9     Carlos Gomez  TEX  OF   3800  5.0      7.480000     8.808708
10      Matt Joyce  OAK  OF   2500  9.0      4.705882     6.459148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         25         0.0 0.00     6 0.363 0.325
7          4         0.0 0.00     5 0.367 0.105
8         21         0.0 0.00     2 0.354 0.156
9         25         0.0 0.00     3 0.328 0.204
10        17         0.0 0.00     2 0.230 0.121

[1] "Total fpts: 87.6 (117)"
         Lineup (22) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3     Salvador Perez   KC     C   3200  0.0      7.600000     7.133317
4        Eric Hosmer   KC    1B   3700  3.0      5.454545     4.646835
5    Whit Merrifield   KC 2B/OF   3300  5.0      7.222222     7.276293
6      Chris Coghlan  TOR 3B/OF   2600  5.0      6.571429     6.347103
7        Trea Turner  WSH    SS   4700 14.0     13.583333    12.971706
8  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
9       Lorenzo Cain   KC    OF   3800  0.0      7.380952     4.934331
10   Jorge Bonifacio   KC    OF   2900  2.0      8.428571     7.699722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         22         0.0 0.00     3 0.270 0.097
5          9         0.0 0.00     1 0.330 0.229
6          7         0.0 0.00     9 0.338 0.138
7         12         0.0 0.00     1 0.383 0.238
8         21         0.0 0.00     2 0.373 0.140
9         21         0.0 0.00     2 0.345 0.084
10         7         0.0 0.00     5 0.412 0.222

[1] "Total fpts: 86.15 (118)"
       Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2   Tyler Chatwood  COL     P   6900  5.20     13.660000    12.703218
3   Salvador Perez   KC     C   3200  0.00      7.600000     7.133317
4   Hanley Ramirez  BOS 1B/OF   4700 28.00      7.421053     5.305299
5      Jose Altuve  HOU    2B   4700 20.00     10.409091     8.438343
6    Chase Headley  NYY    3B   3500  8.00      9.227273     6.450779
7    Carlos Correa  HOU    SS   4600  0.00      6.428571     4.738897
8  George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9   Carlos Beltran  HOU    OF   3700 15.00      5.400000     5.235506
10  Jake Marisnick  HOU    OF   2600  3.00      3.000000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         19         0.0 0.00     4 0.320 0.146
5         22         0.0 0.00     3 0.389 0.152
6         22         0.0 0.00     2 0.393 0.193
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10         6         0.0 0.00     9 0.399 0.273

[1] "Total fpts: 85.6 (119)"
         Lineup (71) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
3         Jett Bandy  MIL     C   2500  7.0      9.769231     7.417927
4    Kendrys Morales  TOR    1B   3700  0.0      6.166667     5.776012
5      Nick Franklin  MIL 2B/OF   3100  0.0      1.000000     1.732051
6        Travis Shaw  MIL    3B   3300  3.0      9.652174     8.819445
7       Hernan Perez  MIL OF/SS   3300  3.0     10.642857    12.755736
8       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10   Domingo Santana  MIL    OF   3400  5.0      8.631579     7.840143
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         13         0.0 0.00     7 0.425 0.306
4         24         0.0 0.00     4 0.291 0.149
5          3         0.0 0.00     6 0.158 0.179
6         23         0.0 0.00     4 0.358 0.295
7         14         0.0 0.00     3 0.366 0.290
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        19         0.0 0.00     5 0.337 0.263

[1] "Total fpts: 85.55 (120)"
       Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA   P   9200 16.60     27.310000    11.588755
3      Geovany Soto  CWS   C   2400 12.00      4.285714     4.923220
4        Jose Abreu  CWS  1B   4300  5.00      6.900000     8.220001
5      Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6      Todd Frazier  CWS  3B   4200  7.00      8.000000     7.425824
7  Asdrubal Cabrera  NYM  SS   3500 18.00      7.136364     7.389152
8      Mookie Betts  BOS  OF   5000  9.00      7.000000     8.246211
9    Avisail Garcia  CWS  OF   3200 16.00     10.400000     9.196109
10     Willy Garcia  CWS  OF   2400  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          7         0.0 0.00     7 0.318 0.281
4         20         0.0 0.00     4 0.330 0.151
5         25         0.0 0.00     4 0.256 0.168
6         15         0.0 0.00     5 0.319 0.226
7         22         0.0 0.00     2 0.294 0.086
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     6 0.438 0.253
10         0         0.0 0.00     8 0.306 0.143

[1] "Total fpts: 84.85 (121)"
         Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2      Ervin Santana  MIN     P   8600 27.90     28.662500    10.448315
3     Russell Martin  TOR     C   3600  2.00      6.444444     5.564829
4     Mitch Moreland  BOS    1B   3800 10.00      7.409091     7.109076
5       Devon Travis  TOR    2B   3800 12.00      4.294118     5.871166
6      Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8      Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
9  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
10      Kevin Pillar  TOR    OF   3300  8.00      8.458333     8.413132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         22         0.0 0.00     5 0.357 0.198
5         17         0.0 0.00     8 0.201 0.078
6          7         0.0 0.00     9 0.338 0.138
7         18         0.0 0.00     1 0.344 0.052
8         23         0.0 0.00     2 0.271 0.099
9         21         0.0 0.00     2 0.373 0.140
10        24         0.0 0.00     1 0.361 0.208

[1] "Total fpts: 84.8 (122)"
        Lineup (101) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       James Paxton  SEA     P   9200 16.6     27.310000    11.588755
2     Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3        Evan Gattis  HOU     C   3800  5.0      8.333333     6.640425
4      Anthony Rizzo  CHC    1B   5200  4.0      9.782609     8.022449
5        Ben Zobrist  CHC 2B/OF   4100  9.0      8.235294     6.466543
6        Kris Bryant  CHC    3B   5000 24.0     10.391304     8.195005
7    Addison Russell  CHC    SS   3600  7.0      8.285714     8.538986
8    George Springer  HOU    OF   4300  7.0      9.150000     8.177472
9  Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
10     Jason Heyward  CHC    OF   3700  2.0      7.428571     6.675114
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         23         0.0 0.00     3 0.379 0.235
5         17         0.0 0.00     4 0.316 0.167
6         23         0.0 0.00     2 0.388 0.222
7         21         0.0 0.00     5 0.307 0.144
8         20         0.0 0.00     1 0.333 0.250
9         21         0.0 0.00     2 0.373 0.140
10        21         0.0 0.00     6 0.326 0.124

[1] "Total fpts: 84.7 (123)"
        Lineup (112) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Martinez  STL     P   8900 25.5     16.850000    13.747788
2     Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3         Sandy Leon  BOS     C   3100  3.0      4.666667     7.958224
4      Anthony Rizzo  CHC    1B   5200  4.0      9.782609     8.022449
5    Marco Hernandez  BOS 2B/SS   3100  0.0      4.642857     3.319109
6         Joey Gallo  TEX    3B   3500 14.0      8.800000     8.460693
7    Xander Bogaerts  BOS    SS   4600  8.0      7.388889     4.717164
8       Bryce Harper  WSH    OF   5300 11.0     14.904762    12.636870
9       Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
10 Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.7 1.47    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         23         0.0 0.00     3 0.379 0.235
5         14         0.0 0.00     9 0.296 0.055
6         25         0.0 0.00     6 0.363 0.325
7         18         0.0 0.00     1 0.344 0.052
8         21         0.0 0.00     3 0.530 0.380
9         20         0.0 0.00     3 0.347 0.141
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 84.65 (124)"
    Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2  Trevor Cahill   SD   P   5000 29.70     18.700000     6.113101
3    Evan Gattis  HOU   C   3800  5.00      8.333333     6.640425
4    Chris Davis  BAL  1B   4300  2.00      6.347826     6.526928
5    Jose Altuve  HOU  2B   4700 20.00     10.409091     8.438343
6  Manny Machado  BAL  3B   4800 14.00      8.166667     7.521949
7    Trea Turner  WSH  SS   4700 14.00     13.583333    12.971706
8    Mark Trumbo  BAL  OF   4200  0.00      6.250000     7.230671
9     Adam Jones  BAL  OF   4100  0.00      8.083333     6.337718
10  Joey Rickard  BAL  OF   2800  0.00      8.333333     7.234178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         6.0 1.29    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         23         0.0 0.00     5 0.319 0.169
5         22         0.0 0.00     3 0.389 0.152
6         24         0.0 0.00     3 0.344 0.225
7         12         0.0 0.00     1 0.383 0.238
8         24         0.0 0.00     4 0.257 0.102
9         24         0.0 0.00     2 0.357 0.163
10         3         0.0 0.00     1 0.227 0.000

[1] "Total fpts: 84.55 (125)"
        Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3    Devin Mesoraco  CIN     C   2800  0.00           NaN           NA
4   Kendrys Morales  TOR    1B   3700  0.00      6.166667     5.776012
5       Jose Altuve  HOU    2B   4700 20.00     10.409091     8.438343
6      Alex Bregman  HOU 3B/SS   3900  5.00      5.500000     3.900549
7  Asdrubal Cabrera  NYM    SS   3500 18.00      7.136364     7.389152
8   George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9    Carlos Beltran  HOU    OF   3700 15.00      5.400000     5.235506
10   Jake Marisnick  HOU    OF   2600  3.00      3.000000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          0         0.0 0.00     8 0.360 0.000
4         24         0.0 0.00     4 0.291 0.149
5         22         0.0 0.00     3 0.389 0.152
6         22         0.0 0.00     8 0.303 0.058
7         22         0.0 0.00     2 0.294 0.086
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10         6         0.0 0.00     9 0.399 0.273

[1] "Total fpts: 83.55 (126)"
        Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3   Jonathan Lucroy  TEX     C   3900 22.00      4.588235     5.810108
4   Kendrys Morales  TOR    1B   3700  0.00      6.166667     5.776012
5      Rougned Odor  TEX    2B   4200  0.00      5.000000     5.766281
6     Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7  Asdrubal Cabrera  NYM    SS   3500 18.00      7.136364     7.389152
8     Shin-Soo Choo  TEX    OF   4100  3.00      7.809524     8.738530
9      Carlos Gomez  TEX    OF   3800  5.00      7.480000     8.808708
10 Delino DeShields  TEX    OF   3400 14.00      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         17         0.0 0.00     9 0.237 0.077
4         24         0.0 0.00     4 0.291 0.149
5         25         0.0 0.00     4 0.256 0.168
6          7         0.0 0.00     9 0.338 0.138
7         22         0.0 0.00     2 0.294 0.086
8         21         0.0 0.00     2 0.354 0.156
9         25         0.0 0.00     3 0.328 0.204
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 82.4 (127)"
        Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2         Alex Wood  LAD   P   7900 18.45     14.216667     7.001488
3       Evan Gattis  HOU   C   3800  5.00      8.333333     6.640425
4      Justin Smoak  TOR  1B   3000  5.00      7.611111     8.275683
5       Jose Altuve  HOU  2B   4700 20.00     10.409091     8.438343
6  Cheslor Cuthbert   KC  3B   3100  0.00      3.571429     6.241184
7     Carlos Correa  HOU  SS   4600  0.00      6.428571     4.738897
8   George Springer  HOU  OF   4300  7.00      9.150000     8.177472
9    Carlos Beltran  HOU  OF   3700 15.00      5.400000     5.235506
10 Michael Conforto  NYM  OF   3300 12.00     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          3         3.9 0.86    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         18         0.0 0.00     5 0.346 0.234
5         22         0.0 0.00     3 0.389 0.152
6          7         0.0 0.00     6 0.196 0.103
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 78.15 (128)"
      Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2  Tyler Chatwood  COL   P   6900  5.20     13.660000    12.703218
3  Russell Martin  TOR   C   3600  2.00      6.444444     5.564829
4     Mike Napoli  TEX  1B   3800  0.00      5.782609     6.409911
5    Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6      Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7    Elvis Andrus  TEX  SS   3700 18.00      7.750000     7.121614
8    Mookie Betts  BOS  OF   5000  9.00      7.000000     8.246211
9   Jose Bautista  TOR  OF   4100  7.00      6.565217     6.088932
10   Nomar Mazara  TEX  OF   3600 23.00      7.458333     8.963594
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10        24         0.0 0.00     8 0.292 0.152

[1] "Total fpts: 75.5 (129)"
      Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC     P  10600 16.45     13.760000     8.077314
2      Danny Duffy   KC     P   8800 -1.95     16.680000    12.694123
3      Evan Gattis  HOU     C   3800  5.00      8.333333     6.640425
4        Josh Bell  PIT    1B   3400  0.00      7.000000     7.189173
5      Jose Altuve  HOU    2B   4700 20.00     10.409091     8.438343
6    Eduardo Nunez   SF 3B/SS   3600  5.00      6.250000     6.777520
7    Carlos Correa  HOU    SS   4600  0.00      6.428571     4.738897
8  George Springer  HOU    OF   4300  7.00      9.150000     8.177472
9   Carlos Beltran  HOU    OF   3700 15.00      5.400000     5.235506
10      Matt Joyce  OAK    OF   2500  9.00      4.705882     6.459148
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.40    NA 0.000 0.000
2          5         6.4 1.22    NA 0.000 0.000
3         15         0.0 0.00     5 0.397 0.196
4         20         0.0 0.00     2 0.350 0.192
5         22         0.0 0.00     3 0.389 0.152
6         24         0.0 0.00     6 0.259 0.052
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     1 0.333 0.250
9         20         0.0 0.00     2 0.268 0.099
10        17         0.0 0.00     2 0.230 0.121

[1] "Total fpts: 75.2 (130)"
         Lineup (14) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2     Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3         Sandy Leon  BOS     C   3100  3.0      4.666667     7.958224
4    Kendrys Morales  TOR    1B   3700  0.0      6.166667     5.776012
5    Marco Hernandez  BOS 2B/SS   3100  0.0      4.642857     3.319109
6      Chase Headley  NYY    3B   3500  8.0      9.227273     6.450779
7    Xander Bogaerts  BOS    SS   4600  8.0      7.388889     4.717164
8     Jackie Bradley  BOS    OF   4400  2.0      5.583333     6.788471
9      Jose Bautista  TOR    OF   4100  7.0      6.565217     6.088932
10 Andrew Benintendi  BOS    OF   4000  5.0      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         24         0.0 0.00     4 0.291 0.149
5         14         0.0 0.00     9 0.296 0.055
6         22         0.0 0.00     2 0.393 0.193
7         18         0.0 0.00     1 0.344 0.052
8         12         0.0 0.00     7 0.258 0.109
9         23         0.0 0.00     2 0.271 0.099
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 74.5 (131)"
         Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  10600 16.45     13.760000     8.077314
2        Danny Duffy   KC     P   8800 -1.95     16.680000    12.694123
3         Sandy Leon  BOS     C   3100  3.00      4.666667     7.958224
4      Matt Holliday  NYY 1B/OF   4000 15.00      8.368421     9.268888
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6      Chase Headley  NYY    3B   3500  8.00      9.227273     6.450779
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
10  Michael Conforto  NYM    OF   3300 12.00     12.428571    11.325358
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.40    NA 0.000 0.000
2          5         6.4 1.22    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         19         0.0 0.00     3 0.373 0.217
5         14         0.0 0.00     9 0.296 0.055
6         22         0.0 0.00     2 0.393 0.193
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        14         0.0 0.00     1 0.454 0.367

[1] "Total fpts: 73.55 (132)"
        Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3    Russell Martin  TOR     C   3600  2.00      6.444444     5.564829
4   Kendrys Morales  TOR    1B   3700  0.00      6.166667     5.776012
5       Neil Walker  NYM    2B   3400  8.00      5.833333     6.183194
6     Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7  Asdrubal Cabrera  NYM    SS   3500 18.00      7.136364     7.389152
8      Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9     Jose Bautista  TOR    OF   4100  7.00      6.565217     6.088932
10     Kevin Pillar  TOR    OF   3300  8.00      8.458333     8.413132
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         24         0.0 0.00     4 0.291 0.149
5         24         0.0 0.00     4 0.268 0.111
6          7         0.0 0.00     9 0.338 0.138
7         22         0.0 0.00     2 0.294 0.086
8         20         0.0 0.00     3 0.347 0.141
9         23         0.0 0.00     2 0.271 0.099
10        24         0.0 0.00     1 0.361 0.208

[1] "Total fpts: 73.35 (133)"
         Lineup (66) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Matt Moore   SF     P   8200 -11.10     12.860000    13.340980
2          Alex Wood  LAD     P   7900  18.45     14.216667     7.001488
3     Russell Martin  TOR     C   3600   2.00      6.444444     5.564829
4     Hanley Ramirez  BOS 1B/OF   4700  28.00      7.421053     5.305299
5    Marco Hernandez  BOS 2B/SS   3100   0.00      4.642857     3.319109
6      Manny Machado  BAL    3B   4800  14.00      8.166667     7.521949
7    Xander Bogaerts  BOS    SS   4600   8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000   9.00      7.000000     8.246211
9  Andrew Benintendi  BOS    OF   4000   5.00      8.238095     6.276183
10      Lorenzo Cain   KC    OF   3800   0.00      7.380952     4.934331
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.37    NA 0.000 0.000
2          3         3.9 0.86    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         19         0.0 0.00     4 0.320 0.146
5         14         0.0 0.00     9 0.296 0.055
6         24         0.0 0.00     3 0.344 0.225
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.373 0.140
10        21         0.0 0.00     2 0.345 0.084

[1] "Total fpts: 70.55 (134)"
      Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2     James Paxton  SEA     P   9200 16.60     27.310000    11.588755
3     Caleb Joseph  BAL     C   2400  0.00      5.142857     7.358183
4     Trey Mancini  BAL 1B/OF   3200  7.00      9.250000    12.527243
5  Jonathan Schoop  BAL    2B   3600  4.00      7.833333     5.730670
6      Kris Bryant  CHC    3B   5000 24.00     10.391304     8.195005
7         JJ Hardy  BAL    SS   2900  3.00      3.818182     5.350891
8     Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9  George Springer  HOU    OF   4300  7.00      9.150000     8.177472
10    Joey Rickard  BAL    OF   2800  0.00      8.333333     7.234178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          7         0.0 0.00     9 0.240 0.192
4         12         0.0 0.00     7 0.326 0.333
5         24         0.0 0.00     6 0.364 0.238
6         23         0.0 0.00     2 0.388 0.222
7         22         0.0 0.00     8 0.209 0.074
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10         3         0.0 0.00     1 0.227 0.000

[1] "Total fpts: 67.2 (135)"
      Lineup (100) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12500 37.0     30.937500     4.899383
2   Tyler Chatwood  COL     P   6900  5.2     13.660000    12.703218
3     Stephen Vogt  OAK     C   3200  3.0      3.437500     3.244868
4       Ryon Healy  OAK 1B/3B   3400  0.0      5.714286     6.885803
5     Adam Rosales  OAK 2B/SS   2400  0.0      5.625000     5.451300
6   Trevor Plouffe  OAK    3B   3500  3.0      5.590909     5.770690
7    Carlos Correa  HOU    SS   4600  0.0      6.428571     4.738897
8     Mookie Betts  BOS    OF   5000  9.0      7.000000     8.246211
9  George Springer  HOU    OF   4300  7.0      9.150000     8.177472
10     Rajai Davis  OAK    OF   3700  3.0      8.250000     6.689544
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         16         0.0 0.00     7 0.239 0.113
4         21         0.0 0.00     6 0.297 0.170
5         16         0.0 0.00     9 0.300 0.148
6         22         0.0 0.00     8 0.281 0.159
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        12         0.0 0.00     1 0.275 0.161

[1] "Total fpts: 63.95 (136)"
         Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12500 37.00     30.937500     4.899383
2       Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
3     Salvador Perez   KC     C   3200  0.00      7.600000     7.133317
4    Kendrys Morales  TOR    1B   3700  0.00      6.166667     5.776012
5    Christian Colon   KC 2B/SS   2500  3.00      2.000000     2.121320
6   Cheslor Cuthbert   KC    3B   3100  0.00      3.571429     6.241184
7    Alcides Escobar   KC    SS   3100  3.00      3.500000     3.789082
8  Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
9   Delino DeShields  TEX    OF   3400 14.00      7.300000     8.982081
10   Jorge Bonifacio   KC    OF   2900  2.00      8.428571     7.699722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          4         6.9 1.25    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         24         0.0 0.00     4 0.291 0.149
5          5         0.0 0.00     8 0.158 0.000
6          7         0.0 0.00     6 0.196 0.103
7         22         0.0 0.00     7 0.211 0.059
8         21         0.0 0.00     2 0.373 0.140
9         10         0.0 0.00     1 0.304 0.029
10         7         0.0 0.00     5 0.412 0.222

[1] "Total fpts: 63.55 (137)"
       Lineup (57) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2     James Paxton  SEA   P   9200 16.60     27.310000    11.588755
3       Sandy Leon  BOS   C   3100  3.00      4.666667     7.958224
4      Mike Napoli  TEX  1B   3800  0.00      5.782609     6.409911
5     Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6       Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7     Elvis Andrus  TEX  SS   3700 18.00      7.750000     7.121614
8  George Springer  HOU  OF   4300  7.00      9.150000     8.177472
9     Carlos Gomez  TEX  OF   3800  5.00      7.480000     8.808708
10    Joey Rickard  BAL  OF   2800  0.00      8.333333     7.234178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         25         0.0 0.00     6 0.363 0.325
7         24         0.0 0.00     7 0.336 0.174
8         20         0.0 0.00     1 0.333 0.250
9         25         0.0 0.00     3 0.328 0.204
10         3         0.0 0.00     1 0.227 0.000

[1] "Total fpts: 63.55 (138)"
         Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2       James Paxton  SEA   P   9200 16.60     27.310000    11.588755
3       Caleb Joseph  BAL   C   2400  0.00      5.142857     7.358183
4       Justin Smoak  TOR  1B   3000  5.00      7.611111     8.275683
5        Jose Altuve  HOU  2B   4700 20.00     10.409091     8.438343
6      Manny Machado  BAL  3B   4800 14.00      8.166667     7.521949
7           JJ Hardy  BAL  SS   2900  3.00      3.818182     5.350891
8         Adam Jones  BAL  OF   4100  0.00      8.083333     6.337718
9  Andrew Benintendi  BOS  OF   4000  5.00      8.238095     6.276183
10      Joey Rickard  BAL  OF   2800  0.00      8.333333     7.234178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          7         0.0 0.00     9 0.240 0.192
4         18         0.0 0.00     5 0.346 0.234
5         22         0.0 0.00     3 0.389 0.152
6         24         0.0 0.00     3 0.344 0.225
7         22         0.0 0.00     8 0.209 0.074
8         24         0.0 0.00     2 0.357 0.163
9         21         0.0 0.00     2 0.373 0.140
10         3         0.0 0.00     1 0.227 0.000

[1] "Total fpts: 63.2 (139)"
        Lineup (45) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12500 37.0     30.937500     4.899383
2    Tyler Chatwood  COL   P   6900  5.2     13.660000    12.703218
3    Salvador Perez   KC   C   3200  0.0      7.600000     7.133317
4       Eric Hosmer   KC  1B   3700  3.0      5.454545     4.646835
5    Dustin Pedroia  BOS  2B   4300  7.0      4.888889     3.939079
6  Cheslor Cuthbert   KC  3B   3100  0.0      3.571429     6.241184
7     Carlos Correa  HOU  SS   4600  0.0      6.428571     4.738897
8      Mookie Betts  BOS  OF   5000  9.0      7.000000     8.246211
9      Lorenzo Cain   KC  OF   3800  0.0      7.380952     4.934331
10  Jorge Bonifacio   KC  OF   2900  2.0      8.428571     7.699722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.5 0.77    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         22         0.0 0.00     3 0.270 0.097
5         18         0.0 0.00     6 0.296 0.013
6          7         0.0 0.00     6 0.196 0.103
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.345 0.084
10         7         0.0 0.00     5 0.412 0.222

[1] "Total fpts: 58.95 (140)"
     Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC   P   8800 -1.95     16.680000    12.694123
2   Ervin Santana  MIN   P   8600 27.90     28.662500    10.448315
3  Russell Martin  TOR   C   3600  2.00      6.444444     5.564829
4     Mike Napoli  TEX  1B   3800  0.00      5.782609     6.409911
5    Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6      Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7   Carlos Correa  HOU  SS   4600  0.00      6.428571     4.738897
8    Mookie Betts  BOS  OF   5000  9.00      7.000000     8.246211
9   Shin-Soo Choo  TEX  OF   4100  3.00      7.809524     8.738530
10   Carlos Gomez  TEX  OF   3800  5.00      7.480000     8.808708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.22    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         25         0.0 0.00     6 0.363 0.325
7         21         0.0 0.00     4 0.304 0.124
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.354 0.156
10        25         0.0 0.00     3 0.328 0.204

[1] "Total fpts: 57.85 (141)"
       Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2     Ervin Santana  MIN   P   8600 27.90     28.662500    10.448315
3   Travis d'Arnaud  NYM   C   2800  0.00      9.133333    13.627004
4       Mike Napoli  TEX  1B   3800  0.00      5.782609     6.409911
5      Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6     Chase Headley  NYY  3B   3500  8.00      9.227273     6.450779
7      Aledmys Diaz  STL  SS   4100  0.00      6.947368     9.760884
8     Shin-Soo Choo  TEX  OF   4100  3.00      7.809524     8.738530
9      Carlos Gomez  TEX  OF   3800  5.00      7.480000     8.808708
10 Delino DeShields  TEX  OF   3400 14.00      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          4         7.0 0.66    NA 0.000 0.000
3         15         0.0 0.00     5 0.340 0.286
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         22         0.0 0.00     2 0.393 0.193
7         19         0.0 0.00     2 0.281 0.196
8         21         0.0 0.00     2 0.354 0.156
9         25         0.0 0.00     3 0.328 0.204
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 57.5 (142)"
       Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      James Paxton  SEA   P   9200  16.6     27.310000    11.588755
2        Matt Moore   SF   P   8200 -11.1     12.860000    13.340980
3    Russell Martin  TOR   C   3600   2.0      6.444444     5.564829
4       Mike Napoli  TEX  1B   3800   0.0      5.782609     6.409911
5      Rougned Odor  TEX  2B   4200   0.0      5.000000     5.766281
6     Manny Machado  BAL  3B   4800  14.0      8.166667     7.521949
7       Trea Turner  WSH  SS   4700  14.0     13.583333    12.971706
8     Shin-Soo Choo  TEX  OF   4100   3.0      7.809524     8.738530
9      Carlos Gomez  TEX  OF   3800   5.0      7.480000     8.808708
10 Delino DeShields  TEX  OF   3400  14.0      7.300000     8.982081
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.5 0.84    NA 0.000 0.000
2          5         6.0 1.37    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         24         0.0 0.00     3 0.344 0.225
7         12         0.0 0.00     1 0.383 0.238
8         21         0.0 0.00     2 0.354 0.156
9         25         0.0 0.00     3 0.328 0.204
10        10         0.0 0.00     1 0.304 0.029

[1] "Total fpts: 56.35 (143)"
        Lineup (147) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Masahiro Tanaka  NYY     P   9800  13.45     15.300000    16.012183
2         Matt Moore   SF     P   8200 -11.10     12.860000    13.340980
3         Sandy Leon  BOS     C   3100   3.00      4.666667     7.958224
4     Matt Carpenter  STL    1B   4200  10.00      7.263158     6.153970
5    Marco Hernandez  BOS 2B/SS   3100   0.00      4.642857     3.319109
6       Alex Bregman  HOU 3B/SS   3900   5.00      5.500000     3.900549
7    Xander Bogaerts  BOS    SS   4600   8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000   9.00      7.000000     8.246211
9     Billy Hamilton  CIN    OF   4100  14.00      8.090909     7.295851
10 Andrew Benintendi  BOS    OF   4000   5.00      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.27    NA 0.000 0.000
2          5           6 1.37    NA 0.000 0.000
3         12           0 0.00     8 0.212 0.094
4         19           0 0.00     3 0.346 0.174
5         14           0 0.00     9 0.296 0.055
6         22           0 0.00     8 0.303 0.058
7         18           0 0.00     1 0.344 0.052
8         20           0 0.00     3 0.347 0.141
9         22           0 0.00     1 0.234 0.040
10        21           0 0.00     2 0.373 0.140

[1] "Total fpts: 56.15 (144)"
      Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2   Tyler Chatwood  COL   P   6900  5.20     13.660000    12.703218
3   Russell Martin  TOR   C   3600  2.00      6.444444     5.564829
4  Kendrys Morales  TOR  1B   3700  0.00      6.166667     5.776012
5    Robinson Cano  SEA  2B   4100 15.00      8.040000     7.424509
6      Kyle Seager  SEA  3B   3900  2.00      6.333333     5.228129
7      Jean Segura  SEA  SS   4100 12.00      9.846154     8.483770
8     Mookie Betts  BOS  OF   5000  9.00      7.000000     8.246211
9      Nelson Cruz  SEA  OF   4200  5.00     10.583333     8.308804
10       Ben Gamel  SEA  OF   2800  6.00      8.000000     7.582875
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         18         0.0 0.00     3 0.345 0.172
4         24         0.0 0.00     4 0.291 0.149
5         25         0.0 0.00     3 0.323 0.175
6         21         0.0 0.00     5 0.332 0.133
7         13         0.0 0.00     1 0.344 0.150
8         20         0.0 0.00     3 0.347 0.141
9         24         0.0 0.00     4 0.427 0.303
10         5         0.0 0.00     2 0.349 0.211

[1] "Total fpts: 55.4 (145)"
         Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE     P  11600 -0.05     25.087500    13.980783
2          Alex Wood  LAD     P   7900 18.45     14.216667     7.001488
3         Sandy Leon  BOS     C   3100  3.00      4.666667     7.958224
4    Kendrys Morales  TOR    1B   3700  0.00      6.166667     5.776012
5    Marco Hernandez  BOS 2B/SS   3100  0.00      4.642857     3.319109
6      Chris Coghlan  TOR 3B/OF   2600  5.00      6.571429     6.347103
7    Xander Bogaerts  BOS    SS   4600  8.00      7.388889     4.717164
8       Mookie Betts  BOS    OF   5000  9.00      7.000000     8.246211
9    George Springer  HOU    OF   4300  7.00      9.150000     8.177472
10 Andrew Benintendi  BOS    OF   4000  5.00      8.238095     6.276183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          3         3.9 0.86    NA 0.000 0.000
3         12         0.0 0.00     8 0.212 0.094
4         24         0.0 0.00     4 0.291 0.149
5         14         0.0 0.00     9 0.296 0.055
6          7         0.0 0.00     9 0.338 0.138
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         20         0.0 0.00     1 0.333 0.250
10        21         0.0 0.00     2 0.373 0.140

[1] "Total fpts: 46.55 (146)"
        Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2       James Paxton  SEA   P   9200 16.60     27.310000    11.588755
3     Devin Mesoraco  CIN   C   2800  0.00           NaN           NA
4       Justin Smoak  TOR  1B   3000  5.00      7.611111     8.275683
5        Jose Peraza  CIN  2B   3800  3.00      6.285714     6.481843
6     Eugenio Suarez  CIN  3B   3600  3.00     10.095238     8.971648
7        Jean Segura  SEA  SS   4100 12.00      9.846154     8.483770
8        Adam Duvall  CIN  OF   4200  2.00      9.727273     9.789118
9  Andrew Benintendi  BOS  OF   4000  5.00      8.238095     6.276183
10    Scott Schebler  CIN  OF   3700  0.00      8.727273     9.145292
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3          0         0.0 0.00     8 0.360 0.000
4         18         0.0 0.00     5 0.346 0.234
5         21         0.0 0.00     7 0.235 0.031
6         21         0.0 0.00     5 0.431 0.277
7         13         0.0 0.00     1 0.344 0.150
8         22         0.0 0.00     4 0.362 0.326
9         21         0.0 0.00     2 0.373 0.140
10        22         0.0 0.00     6 0.374 0.337

[1] "Total fpts: 46.15 (147)"
         Lineup (59) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2     Tyler Chatwood  COL   P   6900  5.20     13.660000    12.703218
3     Salvador Perez   KC   C   3200  0.00      7.600000     7.133317
4        Mike Napoli  TEX  1B   3800  0.00      5.782609     6.409911
5       Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6         Joey Gallo  TEX  3B   3500 14.00      8.800000     8.460693
7        Trea Turner  WSH  SS   4700 14.00     13.583333    12.971706
8      Shin-Soo Choo  TEX  OF   4100  3.00      7.809524     8.738530
9  Andrew Benintendi  BOS  OF   4000  5.00      8.238095     6.276183
10      Carlos Gomez  TEX  OF   3800  5.00      7.480000     8.808708
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         23         0.0 0.00     5 0.246 0.161
5         25         0.0 0.00     4 0.256 0.168
6         25         0.0 0.00     6 0.363 0.325
7         12         0.0 0.00     1 0.383 0.238
8         21         0.0 0.00     2 0.354 0.156
9         21         0.0 0.00     2 0.373 0.140
10        25         0.0 0.00     3 0.328 0.204

[1] "Total fpts: 28.55 (148)"
       Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2      James Paxton  SEA   P   9200 16.60     27.310000    11.588755
3    Salvador Perez   KC   C   3200  0.00      7.600000     7.133317
4       Eric Hosmer   KC  1B   3700  3.00      5.454545     4.646835
5      Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6  Cheslor Cuthbert   KC  3B   3100  0.00      3.571429     6.241184
7      Aledmys Diaz  STL  SS   4100  0.00      6.947368     9.760884
8     Jose Bautista  TOR  OF   4100  7.00      6.565217     6.088932
9      Lorenzo Cain   KC  OF   3800  0.00      7.380952     4.934331
10  Jorge Bonifacio   KC  OF   2900  2.00      8.428571     7.699722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.5 0.84    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         22         0.0 0.00     3 0.270 0.097
5         25         0.0 0.00     4 0.256 0.168
6          7         0.0 0.00     6 0.196 0.103
7         19         0.0 0.00     2 0.281 0.196
8         23         0.0 0.00     2 0.271 0.099
9         21         0.0 0.00     2 0.345 0.084
10         7         0.0 0.00     5 0.412 0.222

[1] "Total fpts: 23.85 (149)"
      Lineup (135) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE     P  11600  -0.05     25.087500    13.980783
2       Matt Moore   SF     P   8200 -11.10     12.860000    13.340980
3   Salvador Perez   KC     C   3200   0.00      7.600000     7.133317
4      Eric Hosmer   KC    1B   3700   3.00      5.454545     4.646835
5  Whit Merrifield   KC 2B/OF   3300   5.00      7.222222     7.276293
6    Chase Headley  NYY    3B   3500   8.00      9.227273     6.450779
7  Xander Bogaerts  BOS    SS   4600   8.00      7.388889     4.717164
8     Mookie Betts  BOS    OF   5000   9.00      7.000000     8.246211
9     Lorenzo Cain   KC    OF   3800   0.00      7.380952     4.934331
10 Jorge Bonifacio   KC    OF   2900   2.00      8.428571     7.699722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.0 1.37    NA 0.000 0.000
3         20         0.0 0.00     4 0.343 0.259
4         22         0.0 0.00     3 0.270 0.097
5          9         0.0 0.00     1 0.330 0.229
6         22         0.0 0.00     2 0.393 0.193
7         18         0.0 0.00     1 0.344 0.052
8         20         0.0 0.00     3 0.347 0.141
9         21         0.0 0.00     2 0.345 0.084
10         7         0.0 0.00     5 0.412 0.222

[1] "Total fpts: 19.15 (150)"
      Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Corey Kluber  CLE   P  11600 -0.05     25.087500    13.980783
2   Tyler Chatwood  COL   P   6900  5.20     13.660000    12.703218
3     Caleb Joseph  BAL   C   2400  0.00      5.142857     7.358183
4  Kendrys Morales  TOR  1B   3700  0.00      6.166667     5.776012
5     Rougned Odor  TEX  2B   4200  0.00      5.000000     5.766281
6    Manny Machado  BAL  3B   4800 14.00      8.166667     7.521949
7    Carlos Correa  HOU  SS   4600  0.00      6.428571     4.738897
8      Mark Trumbo  BAL  OF   4200  0.00      6.250000     7.230671
9       Adam Jones  BAL  OF   4100  0.00      8.083333     6.337718
10    Joey Rickard  BAL  OF   2800  0.00      8.333333     7.234178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.9 1.25    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3          7         0.0 0.00     9 0.240 0.192
4         24         0.0 0.00     4 0.291 0.149
5         25         0.0 0.00     4 0.256 0.168
6         24         0.0 0.00     3 0.344 0.225
7         21         0.0 0.00     4 0.304 0.124
8         24         0.0 0.00     4 0.257 0.102
9         24         0.0 0.00     2 0.357 0.163
10         3         0.0 0.00     1 0.227 0.000



***********************************************************************************************
Contest 14: 2017-05-03 $33.00entry_MLB$215KFastball
***********************************************************************************************
[1] "PnL: -3770"

[1] "Total fpts: 160.35 (1)"
         Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3       Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4          Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5        Neil Walker  NYM    2B   3200 16.00      5.920000     6.068498
6         Jose Reyes  NYM    3B   3500 22.00      6.260870     6.763655
7   Asdrubal Cabrera  NYM    SS   3300 17.00      7.608696     7.566308
8         Mike Trout  LAA    OF   5300 18.00     11.440000     5.362524
9    George Springer  HOU    OF   4700 14.00      9.047619     7.984211
10 Curtis Granderson  NYM    OF   3200 18.00      3.954545     5.601677
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         25         0.0 0.00     3 0.414 0.333
5         25         0.0 0.00     4 0.275 0.116
6         23         0.0 0.00     6 0.261 0.151
7         23         0.0 0.00     2 0.305 0.113
8         25         0.0 0.00     3 0.480 0.343
9         21         0.0 0.00     1 0.332 0.240
10        22         0.0 0.00     5 0.175 0.089

[1] "Total fpts: 155.4 (2)"
       Lineup (86) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.9     24.187500     8.331904
2       Robbie Ray  ARI     P   8300 26.5     21.130000     7.768333
3     Brian McCann  HOU     C   3400 18.0      8.235294     5.911106
4   Hanley Ramirez  BOS 1B/OF   4800  2.0      8.450000     6.916609
5    Robinson Cano  SEA    2B   4200 16.0      8.307692     7.401455
6   Mike Moustakas   KC    3B   3700  9.0      8.315789     6.455425
7      Jean Segura  SEA    SS   4200 28.0     10.000000     8.171244
8      Nelson Cruz  SEA    OF   4300 11.0     10.360000     8.210156
9     Jarrod Dyson  SEA    OF   2900 13.0      6.434783     4.813108
10       Ben Gamel  SEA    OF   2800 12.0      7.666667     6.831301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         20         0.0 0.00     4 0.348 0.209
5         26         0.0 0.00     3 0.335 0.176
6         19         0.0 0.00     2 0.353 0.270
7         14         0.0 0.00     1 0.343 0.141
8         25         0.0 0.00     4 0.416 0.287
9         23         0.0 0.00     9 0.261 0.035
10         6         0.0 0.00     2 0.337 0.191

[1] "Total fpts: 152.35 (3)"
         Lineup (39) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3        Rene Rivera  NYM     C   2000 19.00      4.555556     5.479761
4          Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5        Neil Walker  NYM    2B   3200 16.00      5.920000     6.068498
6         Jose Reyes  NYM    3B   3500 22.00      6.260870     6.763655
7      Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10 Curtis Granderson  NYM    OF   3200 18.00      3.954545     5.601677
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          9         0.0 0.00     7 0.269 0.111
4         25         0.0 0.00     3 0.414 0.333
5         25         0.0 0.00     4 0.275 0.116
6         23         0.0 0.00     6 0.261 0.151
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     2 0.276 0.105
10        22         0.0 0.00     5 0.175 0.089

[1] "Total fpts: 151.7 (4)"
       Lineup (37) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jeff Samardzija   SF   P   8700 38.2     13.900000     6.124847
2       Robbie Ray  ARI   P   8300 26.5     21.130000     7.768333
3     Brian McCann  HOU   C   3400 18.0      8.235294     5.911106
4        Josh Bell  PIT  1B   3300  5.0      6.666667     7.171704
5      Jose Altuve  HOU  2B   5000  0.0     10.826087     8.483418
6   Mike Moustakas   KC  3B   3700  9.0      8.315789     6.455425
7    Carlos Correa  HOU  SS   4800 25.0      6.136364     4.823508
8     Mookie Betts  BOS  OF   5200 10.0      7.095238     8.049253
9   Carlos Beltran  HOU  OF   3900  0.0      5.857143     5.516210
10    Josh Reddick  HOU  OF   3700 20.0      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         21         0.0 0.00     5 0.331 0.180
5         23         0.0 0.00     3 0.399 0.179
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     3 0.346 0.146
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 140.65 (5)"
        Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jeff Samardzija   SF   P   8700 38.20     13.900000     6.124847
2        Julio Urias  LAD   P   8500  8.45           NaN           NA
3        JT Realmuto  MIA   C   3300 25.00      6.050000     6.142818
4   Paul Goldschmidt  ARI  1B   4900  5.00     11.333333     7.539639
5       Brian Dozier  MIN  2B   4700 13.00      9.052632     6.628840
6       Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7        Trea Turner  WSH  SS   4900  3.00     13.615385    12.420000
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9   Christian Yelich  MIA  OF   4100 10.00      8.541667     7.851774
10     Marcell Ozuna  MIA  OF   3400 19.00      9.250000     9.874209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         20         0.0 0.00     1 0.346 0.121
4         27         0.0 0.00     3 0.429 0.198
5         19         0.0 0.00     1 0.327 0.177
6         12         0.0 0.00     2 0.333 0.170
7         13         0.0 0.00     1 0.384 0.239
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10        24         0.0 0.00     5 0.378 0.250

[1] "Total fpts: 140.35 (6)"
       Lineup (81) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3   Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4    Matt Holliday  NYY 1B/OF   3900 18.00      8.700000     9.142728
5   Starlin Castro  NYY    2B   3400  8.00      9.240000     6.590903
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8      Aaron Judge  NYY    OF   3900 24.00     13.478261    11.934936
9    Brett Gardner  NYY    OF   3800 12.00      9.300000    10.618256
10     Aaron Hicks  NYY    OF   2900 10.00     12.272727     9.296138
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         20         0.0 0.00     3 0.394 0.233
5         25         0.0 0.00     4 0.412 0.190
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     5 0.494 0.482
9         20         0.0 0.00     1 0.329 0.195
10        11         0.0 0.00     2 0.434 0.340

[1] "Total fpts: 139.5 (7)"
       Lineup (95) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jeff Samardzija   SF     P   8700 38.2     13.900000     6.124847
2   Charlie Morton  HOU     P   6900 27.3     16.080000     9.260778
3   Salvador Perez   KC     C   3700  0.0      7.238095     7.147760
4   Hanley Ramirez  BOS 1B/OF   4800  2.0      8.450000     6.916609
5      Jose Altuve  HOU    2B   5000  0.0     10.826087     8.483418
6   Mike Moustakas   KC    3B   3700  9.0      8.315789     6.455425
7    Carlos Correa  HOU    SS   4800 25.0      6.136364     4.823508
8  George Springer  HOU    OF   4700 14.0      9.047619     7.984211
9     Josh Reddick  HOU    OF   3700 20.0      6.550000     7.950339
10  Norichika Aoki  HOU    OF   3500  4.0      5.705882     6.292503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         20         0.0 0.00     4 0.348 0.209
5         23         0.0 0.00     3 0.399 0.179
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         20         0.0 0.00     2 0.301 0.111
10        17         0.0 0.00     9 0.325 0.081

[1] "Total fpts: 138.95 (8)"
         Lineup (90) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2         Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3        JT Realmuto  MIA   C   3300 25.00      6.050000     6.142818
4   Paul Goldschmidt  ARI  1B   4900  5.00     11.333333     7.539639
5      Robinson Cano  SEA  2B   4200 16.00      8.307692     7.401455
6       Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7      Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9   Christian Yelich  MIA  OF   4100 10.00      8.541667     7.851774
10     Ichiro Suzuki  MIA  OF   2500  5.00      5.666667     9.814955
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         20         0.0 0.00     1 0.346 0.121
4         27         0.0 0.00     3 0.429 0.198
5         26         0.0 0.00     3 0.335 0.176
6         12         0.0 0.00     2 0.333 0.170
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10         3         0.0 0.00     9 0.190 0.138

[1] "Total fpts: 134.55 (9)"
       Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2   Charlie Morton  HOU     P   6900 27.30     16.080000     9.260778
3     Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4  Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5      Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6  Marwin Gonzalez  HOU 3B/OF   3000 23.00     10.666667     9.780934
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10  Carlos Beltran  HOU    OF   3900  0.00      5.857143     5.516210
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         25         0.0 0.00     4 0.278 0.142
5         23         0.0 0.00     3 0.399 0.179
6         15         0.0 0.00     7 0.386 0.386
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     2 0.276 0.105
10        21         0.0 0.00     5 0.284 0.104

[1] "Total fpts: 131.35 (10)"
         Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4          Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5        Neil Walker  NYM    2B   3200 16.00      5.920000     6.068498
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7   Asdrubal Cabrera  NYM    SS   3300 17.00      7.608696     7.566308
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9   Michael Conforto  NYM    OF   3500 19.00     12.400000    10.913949
10 Curtis Granderson  NYM    OF   3200 18.00      3.954545     5.601677
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     3 0.414 0.333
5         25         0.0 0.00     4 0.275 0.116
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     2 0.305 0.113
8         21         0.0 0.00     3 0.346 0.146
9         15         0.0 0.00     1 0.457 0.344
10        22         0.0 0.00     5 0.175 0.089

[1] "Total fpts: 131 (11)"
         Lineup (72) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jeff Samardzija   SF     P   8700 38.2     13.900000     6.124847
2      Drew Pomeranz  BOS     P   8100 21.8     18.637500     5.976534
3       Brian McCann  HOU     C   3400 18.0      8.235294     5.911106
4     Hanley Ramirez  BOS 1B/OF   4800  2.0      8.450000     6.916609
5        Jose Altuve  HOU    2B   5000  0.0     10.826087     8.483418
6    Marwin Gonzalez  HOU 3B/OF   3000 23.0     10.666667     9.780934
7      Carlos Correa  HOU    SS   4800 25.0      6.136364     4.823508
8        Khris Davis  OAK    OF   4100  3.0      8.913043     8.349812
9     Carlos Beltran  HOU    OF   3900  0.0      5.857143     5.516210
10 Andrew Benintendi  BOS    OF   3800  0.0      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         20         0.0 0.00     4 0.348 0.209
5         23         0.0 0.00     3 0.399 0.179
6         15         0.0 0.00     7 0.386 0.386
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.413 0.377
9         21         0.0 0.00     5 0.284 0.104
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 130.75 (12)"
        Lineup (109) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2         Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3        JT Realmuto  MIA     C   3300 25.00      6.050000     6.142818
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5        Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6       Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7   Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9   Christian Yelich  MIA    OF   4100 10.00      8.541667     7.851774
10     Marcell Ozuna  MIA    OF   3400 19.00      9.250000     9.874209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         20         0.0 0.00     1 0.346 0.121
4         20         0.0 0.00     4 0.348 0.209
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         23         0.0 0.00     2 0.399 0.304
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10        24         0.0 0.00     5 0.378 0.250

[1] "Total fpts: 130.6 (13)"
        Lineup (120) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC     P  10900 21.3     18.370000    11.220328
2  Antonio Senzatela  COL     P   6200 13.3     14.837500     9.715827
3       Brian McCann  HOU     C   3400 18.0      8.235294     5.911106
4          Josh Bell  PIT    1B   3300  5.0      6.666667     7.171704
5        Jose Altuve  HOU    2B   5000  0.0     10.826087     8.483418
6    Marwin Gonzalez  HOU 3B/OF   3000 23.0     10.666667     9.780934
7      Carlos Correa  HOU    SS   4800 25.0      6.136364     4.823508
8         Mike Trout  LAA    OF   5300 18.0     11.440000     5.362524
9    Gregory Polanco  PIT    OF   4100  7.0      6.473684     6.327791
10    Carlos Beltran  HOU    OF   3900  0.0      5.857143     5.516210
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         21         0.0 0.00     5 0.331 0.180
5         23         0.0 0.00     3 0.399 0.179
6         15         0.0 0.00     7 0.386 0.386
7         22         0.0 0.00     4 0.292 0.118
8         25         0.0 0.00     3 0.480 0.343
9         19         0.0 0.00     4 0.294 0.086
10        21         0.0 0.00     5 0.284 0.104

[1] "Total fpts: 129.4 (14)"
        Lineup (133) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.9     24.187500     8.331904
2         Robbie Ray  ARI     P   8300 26.5     21.130000     7.768333
3     Salvador Perez   KC     C   3700  0.0      7.238095     7.147760
4        Justin Bour  MIA    1B   3000  0.0      6.636364     8.426407
5       Brian Dozier  MIN    2B   4700 13.0      9.052632     6.628840
6       Miguel Rojas  MIA 3B/SS   2100 18.0      6.000000     5.460603
7    Xander Bogaerts  BOS    SS   4400 14.0      7.421053     4.586402
8  Giancarlo Stanton  MIA    OF   4300  9.0      9.000000     9.539392
9   Christian Yelich  MIA    OF   4100 10.0      8.541667     7.851774
10     Marcell Ozuna  MIA    OF   3400 19.0      9.250000     9.874209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         22         0.0 0.00     6 0.314 0.174
5         19         0.0 0.00     1 0.327 0.177
6         12         0.0 0.00     7 0.309 0.060
7         19         0.0 0.00     5 0.349 0.049
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10        24         0.0 0.00     5 0.378 0.250

[1] "Total fpts: 129.35 (15)"
         Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3   Martin Maldonado  LAA     C   2200  0.00      4.400000     4.031455
4    Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5   Cliff Pennington  LAA 2B/SS   2000 12.00      2.000000     1.732051
6      Yunel Escobar  LAA    3B   2900 12.00      6.291667     6.596964
7      Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8         Mike Trout  LAA    OF   5300 18.00     11.440000     5.362524
9  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
10      Kole Calhoun  LAA    OF   3400 21.00      6.916667     5.926482
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         20         0.0 0.00     9 0.305 0.047
4         25         0.0 0.00     4 0.278 0.142
5          3         0.0 0.00     8 0.231 0.000
6         24         0.0 0.00     1 0.281 0.099
7         22         0.0 0.00     4 0.292 0.118
8         25         0.0 0.00     3 0.480 0.343
9         23         0.0 0.00     4 0.358 0.253
10        24         0.0 0.00     2 0.312 0.112

[1] "Total fpts: 128.75 (16)"
       Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH   P   8800 19.25     20.375000     6.524122
2       Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3   Russell Martin  TOR   C   3500  6.00      6.210526     5.503322
4        Josh Bell  PIT  1B   3300  5.00      6.666667     7.171704
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6      Miguel Sano  MIN  3B   4200  9.00     11.900000     9.678517
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  George Springer  HOU  OF   4700 14.00      9.047619     7.984211
9     Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
10  Norichika Aoki  HOU  OF   3500  4.00      5.705882     6.292503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         21         0.0 0.00     5 0.331 0.180
5         23         0.0 0.00     3 0.399 0.179
6         20         0.0 0.00     3 0.477 0.390
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         20         0.0 0.00     2 0.301 0.111
10        17         0.0 0.00     9 0.325 0.081

[1] "Total fpts: 128.35 (17)"
         Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3        JT Realmuto  MIA     C   3300 25.00      6.050000     6.142818
4    Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5       Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6       Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9   Christian Yelich  MIA    OF   4100 10.00      8.541667     7.851774
10     Marcell Ozuna  MIA    OF   3400 19.00      9.250000     9.874209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         20         0.0 0.00     1 0.346 0.121
4         25         0.0 0.00     4 0.278 0.142
5         17         0.0 0.00     6 0.281 0.138
6         12         0.0 0.00     2 0.333 0.170
7         19         0.0 0.00     5 0.349 0.049
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10        24         0.0 0.00     5 0.378 0.250

[1] "Total fpts: 128.35 (18)"
       Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3      Mike Zunino  SEA   C   2800  7.00      4.055556     3.522570
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5    Robinson Cano  SEA  2B   4200 16.00      8.307692     7.401455
6     Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7      Jean Segura  SEA  SS   4200 28.00     10.000000     8.171244
8     Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9     Jarrod Dyson  SEA  OF   2900 13.00      6.434783     4.813108
10       Ben Gamel  SEA  OF   2800 12.00      7.666667     6.831301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         18         0.0 0.00     8 0.224 0.061
4         25         0.0 0.00     4 0.278 0.142
5         26         0.0 0.00     3 0.335 0.176
6         12         0.0 0.00     2 0.333 0.170
7         14         0.0 0.00     1 0.343 0.141
8         21         0.0 0.00     3 0.346 0.146
9         23         0.0 0.00     9 0.261 0.035
10         6         0.0 0.00     2 0.337 0.191

[1] "Total fpts: 126.35 (19)"
        Lineup (1) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3     Brian McCann  HOU   C   3400 18.00      8.235294     5.911106
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6     Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8   Carlos Beltran  HOU  OF   3900  0.00      5.857143     5.516210
9     Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
10    Steve Pearce  TOR  OF   3200 20.00      5.214286     9.390491
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         25         0.0 0.00     4 0.278 0.142
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     5 0.284 0.104
9         20         0.0 0.00     2 0.301 0.111
10        14         0.0 0.00     6 0.272 0.123

[1] "Total fpts: 124.05 (20)"
        Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jeff Samardzija   SF   P   8700 38.20     13.900000     6.124847
2       Blake Snell   TB   P   6700 19.85      9.500000     1.924838
3      Josh Phegley  OAK   C   3100  0.00      4.428571     4.429339
4  Paul Goldschmidt  ARI  1B   4900  5.00     11.333333     7.539639
5       Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6     Evan Longoria   TB  3B   4000  2.00      6.958333     6.557300
7     Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8   George Springer  HOU  OF   4700 14.00      9.047619     7.984211
9    Carlos Beltran  HOU  OF   3900  0.00      5.857143     5.516210
10     Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          4         5.3 1.48    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         27         0.0 0.00     3 0.429 0.198
5         23         0.0 0.00     3 0.399 0.179
6         24         0.0 0.00     3 0.297 0.168
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 123.35 (21)"
       Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3     Brian McCann  HOU   C   3400 18.00      8.235294     5.911106
4    Yonder Alonso  OAK  1B   3000 21.00      8.944444     7.565185
5      Chad Pinder  OAK  2B   2300  5.00      5.800000     7.791020
6   Trevor Plouffe  OAK  3B   3600  2.00      5.478261     5.663837
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8     Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9      Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10      Matt Joyce  OAK  OF   2600 12.00      4.944444     6.347507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         18         0.0 0.00     7 0.391 0.264
5          5         0.0 0.00     8 0.317 0.235
6         23         0.0 0.00     2 0.279 0.151
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     3 0.346 0.146
9         13         0.0 0.00     1 0.272 0.150
10        18         0.0 0.00     9 0.237 0.118

[1] "Total fpts: 122.4 (22)"
        Lineup (7) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.9     24.187500     8.331904
2       Robbie Ray  ARI     P   8300 26.5     21.130000     7.768333
3     Brian McCann  HOU     C   3400 18.0      8.235294     5.911106
4   Carlos Santana  CLE 1B/OF   3800  0.0      7.434783     7.272777
5      Jose Altuve  HOU    2B   5000  0.0     10.826087     8.483418
6  Marwin Gonzalez  HOU 3B/OF   3000 23.0     10.666667     9.780934
7    Carlos Correa  HOU    SS   4800 25.0      6.136364     4.823508
8   Carlos Beltran  HOU    OF   3900  0.0      5.857143     5.516210
9      Rajai Davis  OAK    OF   3800  3.0      7.846154     6.568183
10    Kevin Pillar  TOR    OF   3300  7.0      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         23         0.0 0.00     1 0.314 0.132
5         23         0.0 0.00     3 0.399 0.179
6         15         0.0 0.00     7 0.386 0.386
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     5 0.284 0.104
9         13         0.0 0.00     1 0.272 0.150
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 122.05 (23)"
         Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2      Drew Pomeranz  BOS     P   8100 21.80     18.637500     5.976534
3       Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4     Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5        Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6        Miguel Sano  MIN    3B   4200  9.00     11.900000     9.678517
7      Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9     Carlos Beltran  HOU    OF   3900  0.00      5.857143     5.516210
10      Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         23         0.0 0.00     1 0.314 0.132
5         23         0.0 0.00     3 0.399 0.179
6         20         0.0 0.00     3 0.477 0.390
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 121.95 (24)"
      Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2       Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3   Salvador Perez   KC   C   3700  0.00      7.238095     7.147760
4      Eric Hosmer   KC  1B   3800 12.00      5.347826     4.568755
5    Robinson Cano  SEA  2B   4200 16.00      8.307692     7.401455
6      Miguel Sano  MIN  3B   4200  9.00     11.900000     9.678517
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8     Lorenzo Cain   KC  OF   3900 15.00      7.045455     5.066014
9      Alex Gordon   KC  OF   3600  9.00      4.590909     3.527566
10 Jorge Bonifacio   KC  OF   3000  2.00      7.625000     7.482122
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         26         0.0 0.00     3 0.335 0.176
6         20         0.0 0.00     3 0.477 0.390
7         22         0.0 0.00     4 0.292 0.118
8         22         0.0 0.00     3 0.332 0.081
9         22         0.0 0.00     6 0.237 0.044
10         8         0.0 0.00     7 0.385 0.200

[1] "Total fpts: 121.15 (25)"
      Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jake Arrieta  CHC   P  10900 21.30     18.370000    11.220328
2     Blake Snell   TB   P   6700 19.85      9.500000     1.924838
3    Brian McCann  HOU   C   3400 18.00      8.235294     5.911106
4     Eric Hosmer   KC  1B   3800 12.00      5.347826     4.568755
5     Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6  Trevor Plouffe  OAK  3B   3600  2.00      5.478261     5.663837
7   Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8     Khris Davis  OAK  OF   4100  3.00      8.913043     8.349812
9  Carlos Beltran  HOU  OF   3900  0.00      5.857143     5.516210
10   Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          4         5.3 1.48    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         23         0.0 0.00     4 0.269 0.093
5         23         0.0 0.00     3 0.399 0.179
6         23         0.0 0.00     2 0.279 0.151
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.413 0.377
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 120.95 (26)"
     Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2     Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3   Josh Phegley  OAK   C   3100  0.00      4.428571     4.429339
4      Josh Bell  PIT  1B   3300  5.00      6.666667     7.171704
5  Robinson Cano  SEA  2B   4200 16.00      8.307692     7.401455
6    Kyle Seager  SEA  3B   3900  5.00      6.136364     5.185102
7    Jean Segura  SEA  SS   4200 28.00     10.000000     8.171244
8   Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9    Nelson Cruz  SEA  OF   4300 11.00     10.360000     8.210156
10     Ben Gamel  SEA  OF   2800 12.00      7.666667     6.831301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         21         0.0 0.00     5 0.331 0.180
5         26         0.0 0.00     3 0.335 0.176
6         22         0.0 0.00     5 0.326 0.128
7         14         0.0 0.00     1 0.343 0.141
8         21         0.0 0.00     3 0.346 0.146
9         25         0.0 0.00     4 0.416 0.287
10         6         0.0 0.00     2 0.337 0.191

[1] "Total fpts: 120.05 (27)"
        Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH   P   8800 19.25     20.375000     6.524122
2      Drew Pomeranz  BOS   P   8100 21.80     18.637500     5.976534
3     Salvador Perez   KC   C   3700  0.00      7.238095     7.147760
4        Eric Hosmer   KC  1B   3800 12.00      5.347826     4.568755
5        Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6     Mike Moustakas   KC  3B   3700  9.00      8.315789     6.455425
7      Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9       Lorenzo Cain   KC  OF   3900 15.00      7.045455     5.066014
10       Alex Gordon   KC  OF   3600  9.00      4.590909     3.527566
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         23         0.0 0.00     3 0.399 0.179
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         22         0.0 0.00     3 0.332 0.081
10        22         0.0 0.00     6 0.237 0.044

[1] "Total fpts: 119.6 (28)"
        Lineup (144) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC     P  10900 21.3     18.370000    11.220328
2     Charlie Morton  HOU     P   6900 27.3     16.080000     9.260778
3     Salvador Perez   KC     C   3700  0.0      7.238095     7.147760
4        Eric Hosmer   KC    1B   3800 12.0      5.347826     4.568755
5    Whit Merrifield   KC 2B/OF   3400  7.0      7.000000     6.896054
6     Mike Moustakas   KC    3B   3700  9.0      8.315789     6.455425
7   Francisco Lindor  CLE    SS   4500 10.0     10.478261     9.829776
8         Mike Trout  LAA    OF   5300 18.0     11.440000     5.362524
9       Lorenzo Cain   KC    OF   3900 15.0      7.045455     5.066014
10 Andrew Benintendi  BOS    OF   3800  0.0      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     2 0.399 0.304
8         25         0.0 0.00     3 0.480 0.343
9         22         0.0 0.00     3 0.332 0.081
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 118.9 (29)"
         Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3       Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4          Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5        Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6    Marwin Gonzalez  HOU 3B/OF   3000 23.00     10.666667     9.780934
7      Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9     Carlos Beltran  HOU    OF   3900  0.00      5.857143     5.516210
10  Michael Conforto  NYM    OF   3500 19.00     12.400000    10.913949
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         25         0.0 0.00     3 0.414 0.333
5         23         0.0 0.00     3 0.399 0.179
6         15         0.0 0.00     7 0.386 0.386
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         21         0.0 0.00     5 0.284 0.104
10        15         0.0 0.00     1 0.457 0.344

[1] "Total fpts: 118.35 (30)"
       Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4      Eric Hosmer   KC    1B   3800 12.00      5.347826     4.568755
5  Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7  Alcides Escobar   KC    SS   3200  7.00      3.478261     3.703433
8     Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
9      Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10    Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         23         0.0 0.00     4 0.269 0.093
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     9 0.214 0.057
8         22         0.0 0.00     3 0.332 0.081
9         13         0.0 0.00     1 0.272 0.150
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 118.35 (31)"
       Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3   Russell Martin  TOR   C   3500  6.00      6.210526     5.503322
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5    Robinson Cano  SEA  2B   4200 16.00      8.307692     7.401455
6      Kyle Seager  SEA  3B   3900  5.00      6.136364     5.185102
7      Jean Segura  SEA  SS   4200 28.00     10.000000     8.171244
8      Nelson Cruz  SEA  OF   4300 11.00     10.360000     8.210156
9    Jose Bautista  TOR  OF   4200  7.00      6.583333     5.955755
10       Ben Gamel  SEA  OF   2800 12.00      7.666667     6.831301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         26         0.0 0.00     3 0.335 0.176
6         22         0.0 0.00     5 0.326 0.128
7         14         0.0 0.00     1 0.343 0.141
8         25         0.0 0.00     4 0.416 0.287
9         24         0.0 0.00     2 0.276 0.105
10         6         0.0 0.00     2 0.337 0.191

[1] "Total fpts: 118.35 (32)"
          Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3        Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4         Justin Bour  MIA    1B   3000  0.00      6.636364     8.426407
5         Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6        Miguel Rojas  MIA 3B/SS   2100 18.00      6.000000     5.460603
7  Adeiny Hechavarria  MIA    SS   2500 17.00      4.454545     5.354692
8        Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9   Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
10      Marcell Ozuna  MIA    OF   3400 19.00      9.250000     9.874209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         22         0.0 0.00     6 0.314 0.174
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     7 0.309 0.060
7         11         0.0 0.00     8 0.256 0.063
8         21         0.0 0.00     3 0.346 0.146
9         23         0.0 0.00     4 0.358 0.253
10        24         0.0 0.00     5 0.378 0.250

[1] "Total fpts: 117.75 (33)"
        Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC     P  10900 21.30     18.370000    11.220328
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3       Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4          Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5        Neil Walker  NYM    2B   3200 16.00      5.920000     6.068498
6      Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7   Asdrubal Cabrera  NYM    SS   3300 17.00      7.608696     7.566308
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9   Michael Conforto  NYM    OF   3500 19.00     12.400000    10.913949
10 Curtis Granderson  NYM    OF   3200 18.00      3.954545     5.601677
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         25         0.0 0.00     3 0.414 0.333
5         25         0.0 0.00     4 0.275 0.116
6         25         0.0 0.00     3 0.349 0.247
7         23         0.0 0.00     2 0.305 0.113
8         23         0.0 0.00     4 0.358 0.253
9         15         0.0 0.00     1 0.457 0.344
10        22         0.0 0.00     5 0.175 0.089

[1] "Total fpts: 116.45 (34)"
       Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2  Jeff Samardzija   SF     P   8700 38.20     13.900000     6.124847
3   Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4      Eric Hosmer   KC    1B   3800 12.00      5.347826     4.568755
5  Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7      Trea Turner  WSH    SS   4900  3.00     13.615385    12.420000
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9     Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
10     Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         13         0.0 0.00     1 0.384 0.239
8         21         0.0 0.00     3 0.346 0.146
9         22         0.0 0.00     3 0.332 0.081
10        13         0.0 0.00     1 0.272 0.150

[1] "Total fpts: 115.75 (35)"
       Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2   Charlie Morton  HOU   P   6900 27.30     16.080000     9.260778
3        Yan Gomes  CLE   C   2600  8.00      4.714286     4.357638
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6      Miguel Sano  MIN  3B   4200  9.00     11.900000     9.678517
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  George Springer  HOU  OF   4700 14.00      9.047619     7.984211
9   Carlos Beltran  HOU  OF   3900  0.00      5.857143     5.516210
10    Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         14         0.0 0.00     9 0.257 0.109
4         25         0.0 0.00     4 0.278 0.142
5         23         0.0 0.00     3 0.399 0.179
6         20         0.0 0.00     3 0.477 0.390
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 115.4 (36)"
       Lineup (85) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.9     24.187500     8.331904
2       Robbie Ray  ARI   P   8300 26.5     21.130000     7.768333
3     Brian McCann  HOU   C   3400 18.0      8.235294     5.911106
4  Kendrys Morales  TOR  1B   3700  5.0      5.920000     5.787343
5     Brian Dozier  MIN  2B   4700 13.0      9.052632     6.628840
6      Miguel Sano  MIN  3B   4200  9.0     11.900000     9.678517
7     Corey Seager  LAD  SS   4200  0.0      9.458333     7.689514
8       Max Kepler  MIN  OF   3800  4.0      8.333333     6.945163
9    Eddie Rosario  MIN  OF   3500 10.0      5.842105     4.425471
10    Byron Buxton  MIN  OF   3500 10.0      5.529412     5.691195
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         25         0.0 0.00     4 0.278 0.142
5         19         0.0 0.00     1 0.327 0.177
6         20         0.0 0.00     3 0.477 0.390
7         24         0.0 0.00     2 0.404 0.225
8         18         0.0 0.00     2 0.362 0.177
9         19         0.0 0.00     8 0.288 0.094
10        17         0.0 0.00     9 0.230 0.069

[1] "Total fpts: 114.35 (37)"
        Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3      Brian McCann  HOU   C   3400 18.00      8.235294     5.911106
4    Danny Valencia  SEA  1B   3200  5.00      4.473684     4.788510
5     Robinson Cano  SEA  2B   4200 16.00      8.307692     7.401455
6       Kyle Seager  SEA  3B   3900  5.00      6.136364     5.185102
7  Asdrubal Cabrera  NYM  SS   3300 17.00      7.608696     7.566308
8       Nelson Cruz  SEA  OF   4300 11.00     10.360000     8.210156
9       Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10        Ben Gamel  SEA  OF   2800 12.00      7.666667     6.831301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         19         0.0 0.00     6 0.264 0.158
5         26         0.0 0.00     3 0.335 0.176
6         22         0.0 0.00     5 0.326 0.128
7         23         0.0 0.00     2 0.305 0.113
8         25         0.0 0.00     4 0.416 0.287
9         13         0.0 0.00     1 0.272 0.150
10         6         0.0 0.00     2 0.337 0.191

[1] "Total fpts: 113.35 (38)"
          Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3         JT Realmuto  MIA     C   3300 25.00      6.050000     6.142818
4           Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5         Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6        Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7  Adeiny Hechavarria  MIA    SS   2500 17.00      4.454545     5.354692
8        Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    Christian Yelich  MIA    OF   4100 10.00      8.541667     7.851774
10      Ichiro Suzuki  MIA    OF   2500  5.00      5.666667     9.814955
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         20         0.0 0.00     1 0.346 0.121
4         25         0.0 0.00     3 0.414 0.333
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         11         0.0 0.00     8 0.256 0.063
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     3 0.301 0.125
10         3         0.0 0.00     9 0.190 0.138

[1] "Total fpts: 113.35 (39)"
       Lineup (58) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4    Matt Holliday  NYY 1B/OF   3900 18.00      8.700000     9.142728
5   Starlin Castro  NYY    2B   3400  8.00      9.240000     6.590903
6    Chase Headley  NYY    3B   3500  9.00      9.173913     6.307659
7  Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8      Aaron Judge  NYY    OF   3900 24.00     13.478261    11.934936
9      Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10     Aaron Hicks  NYY    OF   2900 10.00     12.272727     9.296138
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         20         0.0 0.00     3 0.394 0.233
5         25         0.0 0.00     4 0.412 0.190
6         23         0.0 0.00     6 0.391 0.182
7         19         0.0 0.00     5 0.349 0.049
8         23         0.0 0.00     5 0.494 0.482
9         13         0.0 0.00     1 0.272 0.150
10        11         0.0 0.00     2 0.434 0.340

[1] "Total fpts: 112.35 (40)"
      Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4     Rickie Weeks   TB    1B   2600 13.00      5.100000     5.404730
5     Brian Dozier  MIN    2B   4700 13.00      9.052632     6.628840
6  Eduardo Escobar  MIN 3B/SS   2800 10.00      5.375000     5.316752
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8       Max Kepler  MIN    OF   3800  4.00      8.333333     6.945163
9    Eddie Rosario  MIN    OF   3500 10.00      5.842105     4.425471
10    Byron Buxton  MIN    OF   3500 10.00      5.529412     5.691195
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         10         0.0 0.00     6 0.295 0.119
5         19         0.0 0.00     1 0.327 0.177
6          8         0.0 0.00     7 0.340 0.206
7         22         0.0 0.00     4 0.292 0.118
8         18         0.0 0.00     2 0.362 0.177
9         19         0.0 0.00     8 0.288 0.094
10        17         0.0 0.00     9 0.230 0.069

[1] "Total fpts: 111.65 (41)"
       Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jeff Samardzija   SF     P   8700 38.20     13.900000     6.124847
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4       Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5     Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6   Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  George Springer  HOU    OF   4700 14.00      9.047619     7.984211
10     Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         17         0.0 0.00     6 0.281 0.138
6         23         0.0 0.00     2 0.279 0.151
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     3 0.346 0.146
9         21         0.0 0.00     1 0.332 0.240
10        23         0.0 0.00     4 0.413 0.377

[1] "Total fpts: 110.75 (42)"
       Lineup (19) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Blake Snell   TB   P   6700 19.85      9.500000     1.924838
3  Yasmani Grandal  LAD   C   3200  3.00      6.100000     7.217668
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6       Joey Gallo  TEX  3B   3600  0.00      9.000000     8.352245
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  George Springer  HOU  OF   4700 14.00      9.047619     7.984211
9     Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
10  Norichika Aoki  HOU  OF   3500  4.00      5.705882     6.292503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          4         5.3 1.48    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4         25         0.0 0.00     4 0.278 0.142
5         23         0.0 0.00     3 0.399 0.179
6         26         0.0 0.00     4 0.367 0.345
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         20         0.0 0.00     2 0.301 0.111
10        17         0.0 0.00     9 0.325 0.081

[1] "Total fpts: 110.35 (43)"
        Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3   Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4      Eric Hosmer   KC    1B   3800 12.00      5.347826     4.568755
5  Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
9     Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
10    Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     4 0.292 0.118
8         24         0.0 0.00     2 0.276 0.105
9         22         0.0 0.00     3 0.332 0.081
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 110.35 (44)"
      Lineup (145) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3   Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4       Joey Votto  CIN    1B   4800  9.00     10.360000     8.346057
5     Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6   Eugenio Suarez  CIN    3B   3700 20.00      9.772727     8.885150
7      Zack Cozart  CIN    SS   3600  5.00      8.363636     6.191741
8      Adam Duvall  CIN    OF   4300  8.00      9.391304     9.698824
9    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10  Billy Hamilton  CIN    OF   4200 18.00      8.347826     7.233814
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     3 0.389 0.337
5         17         0.0 0.00     6 0.281 0.138
6         22         0.0 0.00     5 0.422 0.264
7         22         0.0 0.00     2 0.425 0.231
8         23         0.0 0.00     4 0.355 0.316
9         24         0.0 0.00     2 0.276 0.105
10        23         0.0 0.00     1 0.230 0.039

[1] "Total fpts: 109.95 (45)"
        Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Julio Urias  LAD   P   8500  8.45           NaN           NA
2        Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3    Salvador Perez   KC   C   3700  0.00      7.238095     7.147760
4       Eric Hosmer   KC  1B   3800 12.00      5.347826     4.568755
5      Rougned Odor  TEX  2B   4400 10.00      4.807692     5.734243
6    Mike Moustakas   KC  3B   3700  9.00      8.315789     6.455425
7  Francisco Lindor  CLE  SS   4500 10.00     10.478261     9.829776
8      Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9      Lorenzo Cain   KC  OF   3900 15.00      7.045455     5.066014
10      Alex Gordon   KC  OF   3600  9.00      4.590909     3.527566
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.7 1.24    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         26         0.0 0.00     2 0.246 0.162
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     2 0.399 0.304
8         21         0.0 0.00     3 0.346 0.146
9         22         0.0 0.00     3 0.332 0.081
10        22         0.0 0.00     6 0.237 0.044

[1] "Total fpts: 109.95 (46)"
       Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2        Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3  Martin Maldonado  LAA   C   2200  0.00      4.400000     4.031455
4     Albert Pujols  LAA  1B   3700  5.00      7.291667     6.423321
5      Rougned Odor  TEX  2B   4400 10.00      4.807692     5.734243
6     Yunel Escobar  LAA  3B   2900 12.00      6.291667     6.596964
7      Corey Seager  LAD  SS   4200  0.00      9.458333     7.689514
8        Mike Trout  LAA  OF   5300 18.00     11.440000     5.362524
9      Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
10     Kole Calhoun  LAA  OF   3400 21.00      6.916667     5.926482
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         20         0.0 0.00     9 0.305 0.047
4         24         0.0 0.00     4 0.284 0.120
5         26         0.0 0.00     2 0.246 0.162
6         24         0.0 0.00     1 0.281 0.099
7         24         0.0 0.00     2 0.404 0.225
8         25         0.0 0.00     3 0.480 0.343
9         21         0.0 0.00     3 0.346 0.146
10        24         0.0 0.00     2 0.312 0.112

[1] "Total fpts: 107.2 (47)"
          Lineup (6) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.9     24.187500     8.331904
2  Antonio Senzatela  COL     P   6200 13.3     14.837500     9.715827
3     Russell Martin  TOR     C   3500  6.0      6.210526     5.503322
4     Carlos Santana  CLE 1B/OF   3800  0.0      7.434783     7.272777
5        Jose Altuve  HOU    2B   5000  0.0     10.826087     8.483418
6     Mike Moustakas   KC    3B   3700  9.0      8.315789     6.455425
7      Carlos Correa  HOU    SS   4800 25.0      6.136364     4.823508
8    George Springer  HOU    OF   4700 14.0      9.047619     7.984211
9     Carlos Beltran  HOU    OF   3900  0.0      5.857143     5.516210
10      Josh Reddick  HOU    OF   3700 20.0      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         23         0.0 0.00     1 0.314 0.132
5         23         0.0 0.00     3 0.399 0.179
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 106.75 (48)"
        Lineup (115) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2  Antonio Senzatela  COL   P   6200 13.30     14.837500     9.715827
3     Russell Martin  TOR   C   3500  6.00      6.210526     5.503322
4          Joe Mauer  MIN  1B   3700  9.00      5.764706     3.649134
5       Brian Dozier  MIN  2B   4700 13.00      9.052632     6.628840
6        Miguel Sano  MIN  3B   4200  9.00     11.900000     9.678517
7      Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8       Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9         Max Kepler  MIN  OF   3800  4.00      8.333333     6.945163
10      Byron Buxton  MIN  OF   3500 10.00      5.529412     5.691195
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         17         0.0 0.00     4 0.260 0.083
5         19         0.0 0.00     1 0.327 0.177
6         20         0.0 0.00     3 0.477 0.390
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     3 0.346 0.146
9         18         0.0 0.00     2 0.362 0.177
10        17         0.0 0.00     9 0.230 0.069

[1] "Total fpts: 106.35 (49)"
        Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Julio Urias  LAD     P   8500  8.45           NaN           NA
3    Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4      Justin Smoak  TOR    1B   3000  7.00      7.473684     8.064796
5       Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6      Alex Bregman  HOU 3B/SS   4100 10.00      5.478261     3.812295
7  Asdrubal Cabrera  NYM    SS   3300 17.00      7.608696     7.566308
8   George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9      Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
10   Norichika Aoki  HOU    OF   3500  4.00      5.705882     6.292503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         19         0.0 0.00     5 0.340 0.222
5         23         0.0 0.00     3 0.399 0.179
6         23         0.0 0.00     8 0.300 0.055
7         23         0.0 0.00     2 0.305 0.113
8         21         0.0 0.00     1 0.332 0.240
9         20         0.0 0.00     2 0.301 0.111
10        17         0.0 0.00     9 0.325 0.081

[1] "Total fpts: 105.95 (50)"
       Lineup (22) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Urias  LAD   P   8500  8.45           NaN           NA
2       Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3   Salvador Perez   KC   C   3700  0.00      7.238095     7.147760
4      Eric Hosmer   KC  1B   3800 12.00      5.347826     4.568755
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6       Joey Gallo  TEX  3B   3600  0.00      9.000000     8.352245
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  George Springer  HOU  OF   4700 14.00      9.047619     7.984211
9   Carlos Beltran  HOU  OF   3900  0.00      5.857143     5.516210
10    Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.7 1.24    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         23         0.0 0.00     3 0.399 0.179
6         26         0.0 0.00     4 0.367 0.345
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 104.75 (51)"
     Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jake Arrieta  CHC     P  10900 21.30     18.370000    11.220328
2     Julio Urias  LAD     P   8500  8.45           NaN           NA
3    Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4      Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5    Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6  Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7   Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8     Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
9     Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10     Matt Joyce  OAK    OF   2600 12.00      4.944444     6.347507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         22         0.0 0.00     3 0.285 0.163
5         26         0.0 0.00     2 0.246 0.162
6         23         0.0 0.00     2 0.279 0.151
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.413 0.377
9         13         0.0 0.00     1 0.272 0.150
10        18         0.0 0.00     9 0.237 0.118

[1] "Total fpts: 103.55 (52)"
        Lineup (61) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jameson Taillon  PIT   P   8200  5.25     17.370000     7.364323
2    Charlie Morton  HOU   P   6900 27.30     16.080000     9.260778
3      Brian McCann  HOU   C   3400 18.00      8.235294     5.911106
4  Paul Goldschmidt  ARI  1B   4900  5.00     11.333333     7.539639
5       Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6     Manny Machado  BAL  3B   4900  0.00      8.400000     7.455423
7     Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8    Carlos Beltran  HOU  OF   3900  0.00      5.857143     5.516210
9       Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10     Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.25    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         27         0.0 0.00     3 0.429 0.198
5         23         0.0 0.00     3 0.399 0.179
6         25         0.0 0.00     3 0.349 0.247
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     5 0.284 0.104
9         13         0.0 0.00     1 0.272 0.150
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 102.95 (53)"
         Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2         Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3     Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4        Eric Hosmer   KC    1B   3800 12.00      5.347826     4.568755
5    Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9        Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
10      Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         19         0.0 0.00     5 0.349 0.049
8         23         0.0 0.00     4 0.358 0.253
9         23         0.0 0.00     4 0.413 0.377
10        22         0.0 0.00     3 0.332 0.081

[1] "Total fpts: 102.75 (54)"
        Lineup (104) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC     P  10900 21.30     18.370000    11.220328
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3       Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4        Eric Hosmer   KC    1B   3800 12.00      5.347826     4.568755
5    Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7    Alcides Escobar   KC    SS   3200  7.00      3.478261     3.703433
8    George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
10      Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         23         0.0 0.00     4 0.269 0.093
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     9 0.214 0.057
8         21         0.0 0.00     1 0.332 0.240
9         23         0.0 0.00     4 0.358 0.253
10        22         0.0 0.00     3 0.332 0.081

[1] "Total fpts: 102.35 (55)"
         Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3     Russell Martin  TOR   C   3500  6.00      6.210526     5.503322
4       Chris Carter  NYY  1B   3600 10.00      5.111111     4.371626
5     Starlin Castro  NYY  2B   3400  8.00      9.240000     6.590903
6      Chase Headley  NYY  3B   3500  9.00      9.173913     6.307659
7    Ronald Torreyes  NYY  SS   2500  2.00      6.052632     6.132551
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9      Jose Bautista  TOR  OF   4200  7.00      6.583333     5.955755
10       Aaron Judge  NYY  OF   3900 24.00     13.478261    11.934936
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4          9         0.0 0.00     7 0.274 0.146
5         25         0.0 0.00     4 0.412 0.190
6         23         0.0 0.00     6 0.391 0.182
7         19         0.0 0.00     8 0.317 0.113
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     2 0.276 0.105
10        23         0.0 0.00     5 0.494 0.482

[1] "Total fpts: 101.35 (56)"
         Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD   P   8500  8.45           NaN           NA
3       Josh Phegley  OAK   C   3100  0.00      4.428571     4.429339
4        Justin Bour  MIA  1B   3000  0.00      6.636364     8.426407
5        Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6       Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7      Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9   Christian Yelich  MIA  OF   4100 10.00      8.541667     7.851774
10     Marcell Ozuna  MIA  OF   3400 19.00      9.250000     9.874209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     6 0.314 0.174
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10        24         0.0 0.00     5 0.378 0.250

[1] "Total fpts: 101.35 (57)"
        Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Julio Urias  LAD   P   8500  8.45           NaN           NA
3  Martin Maldonado  LAA   C   2200  0.00      4.400000     4.031455
4     Albert Pujols  LAA  1B   3700  5.00      7.291667     6.423321
5       Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6     Yunel Escobar  LAA  3B   2900 12.00      6.291667     6.596964
7   Xander Bogaerts  BOS  SS   4400 14.00      7.421053     4.586402
8        Mike Trout  LAA  OF   5300 18.00     11.440000     5.362524
9       Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10     Kole Calhoun  LAA  OF   3400 21.00      6.916667     5.926482
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         20         0.0 0.00     9 0.305 0.047
4         24         0.0 0.00     4 0.284 0.120
5         23         0.0 0.00     3 0.399 0.179
6         24         0.0 0.00     1 0.281 0.099
7         19         0.0 0.00     5 0.349 0.049
8         25         0.0 0.00     3 0.480 0.343
9         13         0.0 0.00     1 0.272 0.150
10        24         0.0 0.00     2 0.312 0.112

[1] "Total fpts: 101.05 (58)"
       Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jameson Taillon  PIT     P   8200  5.25     17.370000     7.364323
2    Drew Pomeranz  BOS     P   8100 21.80     18.637500     5.976534
3  Yasmani Grandal  LAD     C   3200  3.00      6.100000     7.217668
4   Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5      Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6     Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8  George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9   Carlos Beltran  HOU    OF   3900  0.00      5.857143     5.516210
10    Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.25    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4         20         0.0 0.00     4 0.348 0.209
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 100.35 (59)"
        Lineup (21) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3    Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4       Eric Hosmer   KC    1B   3800 12.00      5.347826     4.568755
5      Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6    Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7      Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8      Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
9       Alex Gordon   KC    OF   3600  9.00      4.590909     3.527566
10 Michael Conforto  NYM    OF   3500 19.00     12.400000    10.913949
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         17         0.0 0.00     6 0.281 0.138
6         19         0.0 0.00     2 0.353 0.270
7         24         0.0 0.00     2 0.404 0.225
8         22         0.0 0.00     3 0.332 0.081
9         22         0.0 0.00     6 0.237 0.044
10        15         0.0 0.00     1 0.457 0.344

[1] "Total fpts: 100.35 (60)"
       Lineup (91) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Jason Castro  MIN     C   2900  0.00      5.357143     5.904459
4  Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5     Brian Dozier  MIN    2B   4700 13.00      9.052632     6.628840
6  Eduardo Escobar  MIN 3B/SS   2800 10.00      5.375000     5.316752
7  Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    Eddie Rosario  MIN    OF   3500 10.00      5.842105     4.425471
10    Byron Buxton  MIN    OF   3500 10.00      5.529412     5.691195
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.175
4         25         0.0 0.00     4 0.278 0.142
5         19         0.0 0.00     1 0.327 0.177
6          8         0.0 0.00     7 0.340 0.206
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         19         0.0 0.00     8 0.288 0.094
10        17         0.0 0.00     9 0.230 0.069

[1] "Total fpts: 100.35 (61)"
        Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3        Mike Zunino  SEA     C   2800  7.00      4.055556     3.522570
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5       Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6      Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7        Jean Segura  SEA    SS   4200 28.00     10.000000     8.171244
8       Jarrod Dyson  SEA    OF   2900 13.00      6.434783     4.813108
9          Ben Gamel  SEA    OF   2800 12.00      7.666667     6.831301
10 Guillermo Heredia  SEA    OF   2700  0.00      6.928571     7.119467
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         18         0.0 0.00     8 0.224 0.061
4         20         0.0 0.00     4 0.348 0.209
5         26         0.0 0.00     2 0.246 0.162
6         25         0.0 0.00     3 0.349 0.247
7         14         0.0 0.00     1 0.343 0.141
8         23         0.0 0.00     9 0.261 0.035
9          6         0.0 0.00     2 0.337 0.191
10        14         0.0 0.00     7 0.359 0.154

[1] "Total fpts: 100 (62)"
         Lineup (89) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jeff Samardzija   SF     P   8700 38.2     13.900000     6.124847
2      Drew Pomeranz  BOS     P   8100 21.8     18.637500     5.976534
3     Salvador Perez   KC     C   3700  0.0      7.238095     7.147760
4     Hanley Ramirez  BOS 1B/OF   4800  2.0      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.0      5.000000     3.858612
6     Trevor Plouffe  OAK    3B   3600  2.0      5.478261     5.663837
7    Xander Bogaerts  BOS    SS   4400 14.0      7.421053     4.586402
8       Mookie Betts  BOS    OF   5200 10.0      7.095238     8.049253
9  Andrew Benintendi  BOS    OF   3800  0.0      8.090909     6.163712
10      Kevin Pillar  TOR    OF   3300  7.0      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         23         0.0 0.00     2 0.279 0.151
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         22         0.0 0.00     2 0.367 0.134
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 99.35 (63)"
         Lineup (34) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3        JT Realmuto  MIA     C   3300 25.00      6.050000     6.142818
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5       Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6       Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7       Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9   Christian Yelich  MIA    OF   4100 10.00      8.541667     7.851774
10     Ichiro Suzuki  MIA    OF   2500  5.00      5.666667     9.814955
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         20         0.0 0.00     1 0.346 0.121
4         20         0.0 0.00     4 0.348 0.209
5         26         0.0 0.00     2 0.246 0.162
6         12         0.0 0.00     2 0.333 0.170
7         24         0.0 0.00     2 0.404 0.225
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10         3         0.0 0.00     9 0.190 0.138

[1] "Total fpts: 99.35 (64)"
         Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD   P   8500  8.45           NaN           NA
3       Josh Phegley  OAK   C   3100  0.00      4.428571     4.429339
4     Danny Valencia  SEA  1B   3200  5.00      4.473684     4.788510
5      Robinson Cano  SEA  2B   4200 16.00      8.307692     7.401455
6        Kyle Seager  SEA  3B   3900  5.00      6.136364     5.185102
7      Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9        Nelson Cruz  SEA  OF   4300 11.00     10.360000     8.210156
10 Guillermo Heredia  SEA  OF   2700  0.00      6.928571     7.119467
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         19         0.0 0.00     6 0.264 0.158
5         26         0.0 0.00     3 0.335 0.176
6         22         0.0 0.00     5 0.326 0.128
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         25         0.0 0.00     4 0.416 0.287
10        14         0.0 0.00     7 0.359 0.154

[1] "Total fpts: 99.35 (65)"
      Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3  Kyle Higashioka  NYY   C   2300  2.00      0.500000     1.000000
4     Chris Carter  NYY  1B   3600 10.00      5.111111     4.371626
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6    Chase Headley  NYY  3B   3500  9.00      9.173913     6.307659
7  Ronald Torreyes  NYY  SS   2500  2.00      6.052632     6.132551
8     Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9  George Springer  HOU  OF   4700 14.00      9.047619     7.984211
10     Aaron Judge  NYY  OF   3900 24.00     13.478261    11.934936
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          4         0.0 0.00     9 0.045 0.000
4          9         0.0 0.00     7 0.274 0.146
5         23         0.0 0.00     3 0.399 0.179
6         23         0.0 0.00     6 0.391 0.182
7         19         0.0 0.00     8 0.317 0.113
8         21         0.0 0.00     3 0.346 0.146
9         21         0.0 0.00     1 0.332 0.240
10        23         0.0 0.00     5 0.494 0.482

[1] "Total fpts: 98.95 (66)"
       Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2        Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3   Yasmani Grandal  LAD     C   3200  3.00      6.100000     7.217668
4  Paul Goldschmidt  ARI    1B   4900  5.00     11.333333     7.539639
5   Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6    Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7   Alcides Escobar   KC    SS   3200  7.00      3.478261     3.703433
8   George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9      Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
10     Brandon Moss   KC    OF   3500  5.00      5.941176     5.889297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4         27         0.0 0.00     3 0.429 0.198
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     9 0.214 0.057
8         21         0.0 0.00     1 0.332 0.240
9         22         0.0 0.00     3 0.332 0.081
10        17         0.0 0.00     8 0.263 0.191

[1] "Total fpts: 98.55 (67)"
         Lineup (69) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2     Charlie Morton  HOU     P   6900 27.30     16.080000     9.260778
3    Yasmani Grandal  LAD     C   3200  3.00      6.100000     7.217668
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6        Miguel Sano  MIN    3B   4200  9.00     11.900000     9.678517
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
10 Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         20         0.0 0.00     3 0.477 0.390
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         23         0.0 0.00     4 0.358 0.253
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 98.35 (68)"
         Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3        Mike Zunino  SEA   C   2800  7.00      4.055556     3.522570
4     Danny Valencia  SEA  1B   3200  5.00      4.473684     4.788510
5        Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6     Mike Moustakas   KC  3B   3700  9.00      8.315789     6.455425
7        Jean Segura  SEA  SS   4200 28.00     10.000000     8.171244
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9       Jarrod Dyson  SEA  OF   2900 13.00      6.434783     4.813108
10 Guillermo Heredia  SEA  OF   2700  0.00      6.928571     7.119467
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         18         0.0 0.00     8 0.224 0.061
4         19         0.0 0.00     6 0.264 0.158
5         23         0.0 0.00     3 0.399 0.179
6         19         0.0 0.00     2 0.353 0.270
7         14         0.0 0.00     1 0.343 0.141
8         23         0.0 0.00     4 0.358 0.253
9         23         0.0 0.00     9 0.261 0.035
10        14         0.0 0.00     7 0.359 0.154

[1] "Total fpts: 98.3 (69)"
      Lineup (103) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Robbie Ray  ARI     P   8300 26.5     21.130000     7.768333
2    Drew Pomeranz  BOS     P   8100 21.8     18.637500     5.976534
3     Josh Phegley  OAK     C   3100  0.0      4.428571     4.429339
4   Hanley Ramirez  BOS 1B/OF   4800  2.0      8.450000     6.916609
5      Jose Altuve  HOU    2B   5000  0.0     10.826087     8.483418
6     Alex Bregman  HOU 3B/SS   4100 10.0      5.478261     3.812295
7     Corey Seager  LAD    SS   4200  0.0      9.458333     7.689514
8  George Springer  HOU    OF   4700 14.0      9.047619     7.984211
9     Josh Reddick  HOU    OF   3700 20.0      6.550000     7.950339
10  Norichika Aoki  HOU    OF   3500  4.0      5.705882     6.292503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.35    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         20         0.0 0.00     4 0.348 0.209
5         23         0.0 0.00     3 0.399 0.179
6         23         0.0 0.00     8 0.300 0.055
7         24         0.0 0.00     2 0.404 0.225
8         21         0.0 0.00     1 0.332 0.240
9         20         0.0 0.00     2 0.301 0.111
10        17         0.0 0.00     9 0.325 0.081

[1] "Total fpts: 97.95 (70)"
         Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2         Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3     Russell Martin  TOR   C   3500  6.00      6.210526     5.503322
4        Justin Bour  MIA  1B   3000  0.00      6.636364     8.426407
5       Rougned Odor  TEX  2B   4400 10.00      4.807692     5.734243
6       Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7       Corey Seager  LAD  SS   4200  0.00      9.458333     7.689514
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9   Christian Yelich  MIA  OF   4100 10.00      8.541667     7.851774
10     Marcell Ozuna  MIA  OF   3400 19.00      9.250000     9.874209
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         22         0.0 0.00     6 0.314 0.174
5         26         0.0 0.00     2 0.246 0.162
6         12         0.0 0.00     2 0.333 0.170
7         24         0.0 0.00     2 0.404 0.225
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     3 0.301 0.125
10        24         0.0 0.00     5 0.378 0.250

[1] "Total fpts: 97.9 (71)"
       Lineup (17) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4        Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5      Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6     Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8  George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9     Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
10  Norichika Aoki  HOU    OF   3500  4.00      5.705882     6.292503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         25         0.0 0.00     3 0.414 0.333
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         20         0.0 0.00     2 0.301 0.111
10        17         0.0 0.00     9 0.325 0.081

[1] "Total fpts: 97.35 (72)"
      Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3  Kyle Higashioka  NYY     C   2300  2.00      0.500000     1.000000
4    Matt Holliday  NYY 1B/OF   3900 18.00      8.700000     9.142728
5   Starlin Castro  NYY    2B   3400  8.00      9.240000     6.590903
6     Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7     Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    Brett Gardner  NYY    OF   3800 12.00      9.300000    10.618256
10     Aaron Hicks  NYY    OF   2900 10.00     12.272727     9.296138
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          4         0.0 0.00     9 0.045 0.000
4         20         0.0 0.00     3 0.394 0.233
5         25         0.0 0.00     4 0.412 0.190
6         12         0.0 0.00     2 0.333 0.170
7         24         0.0 0.00     2 0.404 0.225
8         21         0.0 0.00     3 0.346 0.146
9         20         0.0 0.00     1 0.329 0.195
10        11         0.0 0.00     2 0.434 0.340

[1] "Total fpts: 96.55 (73)"
       Lineup (116) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR     P  10000 -4.65     20.070000    12.151985
2   Jeff Samardzija   SF     P   8700 38.20     13.900000     6.124847
3    Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4   Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5        Ryan Goins  TOR 2B/SS   2300  5.00      5.428571     6.381636
6       Miguel Sano  MIN    3B   4200  9.00     11.900000     9.678517
7  Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8   George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9     Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10     Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.3 1.18    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         14         0.0 0.00     9 0.271 0.192
6         20         0.0 0.00     3 0.477 0.390
7         23         0.0 0.00     2 0.399 0.304
8         21         0.0 0.00     1 0.332 0.240
9         24         0.0 0.00     2 0.276 0.105
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 95.95 (74)"
         Lineup (18) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Julio Urias  LAD     P   8500  8.45           NaN           NA
2         Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3       Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9        Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10 Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.7 1.24    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         19         0.0 0.00     2 0.353 0.270
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         13         0.0 0.00     1 0.272 0.150
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 95.9 (75)"
     Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2     Julio Urias  LAD     P   8500  8.45           NaN           NA
3  Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4  Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5   Robinson Cano  SEA    2B   4200 16.00      8.307692     7.401455
6   Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7     Jean Segura  SEA    SS   4200 28.00     10.000000     8.171244
8     Nelson Cruz  SEA    OF   4300 11.00     10.360000     8.210156
9    Jarrod Dyson  SEA    OF   2900 13.00      6.434783     4.813108
10      Ben Gamel  SEA    OF   2800 12.00      7.666667     6.831301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     1 0.314 0.132
5         26         0.0 0.00     3 0.335 0.176
6         25         0.0 0.00     3 0.349 0.247
7         14         0.0 0.00     1 0.343 0.141
8         25         0.0 0.00     4 0.416 0.287
9         23         0.0 0.00     9 0.261 0.035
10         6         0.0 0.00     2 0.337 0.191

[1] "Total fpts: 95.8 (76)"
        Lineup (110) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC     P  10900 21.3     18.370000    11.220328
2         Robbie Ray  ARI     P   8300 26.5     21.130000     7.768333
3       Josh Phegley  OAK     C   3100  0.0      4.428571     4.429339
4         Ryon Healy  OAK 1B/3B   3400  2.0      5.454545     6.829399
5       Adam Rosales  OAK 2B/SS   2500  9.0      5.294118     5.451659
6     Trevor Plouffe  OAK    3B   3600  2.0      5.478261     5.663837
7    Xander Bogaerts  BOS    SS   4400 14.0      7.421053     4.586402
8         Mike Trout  LAA    OF   5300 18.0     11.440000     5.362524
9        Khris Davis  OAK    OF   4100  3.0      8.913043     8.349812
10 Andrew Benintendi  BOS    OF   3800  0.0      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         17         0.0 0.00     6 0.281 0.138
6         23         0.0 0.00     2 0.279 0.151
7         19         0.0 0.00     5 0.349 0.049
8         25         0.0 0.00     3 0.480 0.343
9         23         0.0 0.00     4 0.413 0.377
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 95.35 (77)"
        Lineup (2) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3   Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4  Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5       Ryan Goins  TOR 2B/SS   2300  5.00      5.428571     6.381636
6     Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
9      Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10    Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         14         0.0 0.00     9 0.271 0.192
6         12         0.0 0.00     2 0.333 0.170
7         22         0.0 0.00     4 0.292 0.118
8         24         0.0 0.00     2 0.276 0.105
9         13         0.0 0.00     1 0.272 0.150
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 94.95 (78)"
        Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2         Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3         Elias Diaz  PIT   C   2200  5.00           NaN           NA
4          Josh Bell  PIT  1B   3300  5.00      6.666667     7.171704
5       Rougned Odor  TEX  2B   4400 10.00      4.807692     5.734243
6      Manny Machado  BAL  3B   4900  0.00      8.400000     7.455423
7       Jordy Mercer  PIT  SS   3200  9.00      5.695652     5.676385
8   Andrew McCutchen  PIT  OF   4500 16.00      7.291667     6.334716
9  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
10   Gregory Polanco  PIT  OF   4100  7.00      6.473684     6.327791
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3          0         0.0 0.00     6 0.324 0.000
4         21         0.0 0.00     5 0.331 0.180
5         26         0.0 0.00     2 0.246 0.162
6         25         0.0 0.00     3 0.349 0.247
7         23         0.0 0.00     7 0.282 0.090
8         24         0.0 0.00     3 0.327 0.183
9         23         0.0 0.00     4 0.358 0.253
10        19         0.0 0.00     4 0.294 0.086

[1] "Total fpts: 94.35 (79)"
       Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3     Josh Phegley  OAK   C   3100  0.00      4.428571     4.429339
4        Joe Mauer  MIN  1B   3700  9.00      5.764706     3.649134
5     Brian Dozier  MIN  2B   4700 13.00      9.052632     6.628840
6      Miguel Sano  MIN  3B   4200  9.00     11.900000     9.678517
7  Xander Bogaerts  BOS  SS   4400 14.00      7.421053     4.586402
8       Max Kepler  MIN  OF   3800  4.00      8.333333     6.945163
9     Byron Buxton  MIN  OF   3500 10.00      5.529412     5.691195
10    Kevin Pillar  TOR  OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         17         0.0 0.00     4 0.260 0.083
5         19         0.0 0.00     1 0.327 0.177
6         20         0.0 0.00     3 0.477 0.390
7         19         0.0 0.00     5 0.349 0.049
8         18         0.0 0.00     2 0.362 0.177
9         17         0.0 0.00     9 0.230 0.069
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 94.15 (80)"
      Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR     P  10000 -4.65     20.070000    12.151985
2    Drew Pomeranz  BOS     P   8100 21.80     18.637500     5.976534
3   Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4      Eric Hosmer   KC    1B   3800 12.00      5.347826     4.568755
5  Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7     Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8  George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9     Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
10    Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.3 1.18    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         24         0.0 0.00     2 0.404 0.225
8         21         0.0 0.00     1 0.332 0.240
9         22         0.0 0.00     3 0.332 0.081
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 92.75 (81)"
         Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2  Antonio Senzatela  COL     P   6200 13.30     14.837500     9.715827
3       Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5        Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6         Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7      Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
9     Carlos Beltran  HOU    OF   3900  0.00      5.857143     5.516210
10      Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         20         0.0 0.00     4 0.348 0.209
5         23         0.0 0.00     3 0.399 0.179
6         26         0.0 0.00     4 0.367 0.345
7         22         0.0 0.00     4 0.292 0.118
8         24         0.0 0.00     2 0.276 0.105
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 92.35 (82)"
       Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3   Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4  Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5  Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7  Alcides Escobar   KC    SS   3200  7.00      3.478261     3.703433
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9     Lorenzo Cain   KC    OF   3900 15.00      7.045455     5.066014
10    Brandon Moss   KC    OF   3500  5.00      5.941176     5.889297
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     9 0.214 0.057
8         21         0.0 0.00     3 0.346 0.146
9         22         0.0 0.00     3 0.332 0.081
10        17         0.0 0.00     8 0.263 0.191

[1] "Total fpts: 91.95 (83)"
      Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2      Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3    Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4      Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5   Robinson Cano  SEA    2B   4200 16.00      8.307692     7.401455
6  Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7   Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8   Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
9     Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
10    Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         26         0.0 0.00     3 0.335 0.176
6         23         0.0 0.00     2 0.279 0.151
7         22         0.0 0.00     4 0.292 0.118
8         24         0.0 0.00     2 0.276 0.105
9         23         0.0 0.00     4 0.413 0.377
10        13         0.0 0.00     1 0.272 0.150

[1] "Total fpts: 91.55 (84)"
         Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC     P  10900 21.30     18.370000    11.220328
2       Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
3     Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4    Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5         Ryan Goins  TOR 2B/SS   2300  5.00      5.428571     6.381636
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7        Trea Turner  WSH    SS   4900  3.00     13.615385    12.420000
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10      Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          4         6.7 1.08    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         14         0.0 0.00     9 0.271 0.192
6         19         0.0 0.00     2 0.353 0.270
7         13         0.0 0.00     1 0.384 0.239
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     2 0.276 0.105
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 90.35 (85)"
        Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Julio Urias  LAD   P   8500  8.45           NaN           NA
3        Elias Diaz  PIT   C   2200  5.00           NaN           NA
4         Josh Bell  PIT  1B   3300  5.00      6.666667     7.171704
5       Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6      Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7      Jordy Mercer  PIT  SS   3200  9.00      5.695652     5.676385
8      Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9  Andrew McCutchen  PIT  OF   4500 16.00      7.291667     6.334716
10  Gregory Polanco  PIT  OF   4100  7.00      6.473684     6.327791
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          0         0.0 0.00     6 0.324 0.000
4         21         0.0 0.00     5 0.331 0.180
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         23         0.0 0.00     7 0.282 0.090
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     3 0.327 0.183
10        19         0.0 0.00     4 0.294 0.086

[1] "Total fpts: 90.35 (86)"
       Lineup (42) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3   Salvador Perez   KC   C   3700  0.00      7.238095     7.147760
4      Eric Hosmer   KC  1B   3800 12.00      5.347826     4.568755
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6     Martin Prado  MIA  3B   3100 10.00      6.750000     4.594958
7  Xander Bogaerts  BOS  SS   4400 14.00      7.421053     4.586402
8     Lorenzo Cain   KC  OF   3900 15.00      7.045455     5.066014
9      Alex Gordon   KC  OF   3600  9.00      4.590909     3.527566
10 Jorge Bonifacio   KC  OF   3000  2.00      7.625000     7.482122
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         19         0.0 0.00     5 0.349 0.049
8         22         0.0 0.00     3 0.332 0.081
9         22         0.0 0.00     6 0.237 0.044
10         8         0.0 0.00     7 0.385 0.200

[1] "Total fpts: 90.35 (87)"
        Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3       Caleb Joseph  BAL     C   2600  3.00      4.500000     7.050836
4       Trey Mancini  BAL 1B/OF   3400  8.00      9.076923    12.010145
5    Jonathan Schoop  BAL    2B   3800  7.00      7.680000     5.662155
6        Miguel Sano  MIN    3B   4200  9.00     11.900000     9.678517
7           JJ Hardy  BAL    SS   3200  8.00      3.782609     5.230649
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
10      Joey Rickard  BAL    OF   3000  8.00      6.250000     7.228416
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          8         0.0 0.00     9 0.215 0.172
4         13         0.0 0.00     7 0.331 0.333
5         25         0.0 0.00     6 0.360 0.233
6         20         0.0 0.00     3 0.477 0.390
7         23         0.0 0.00     8 0.212 0.071
8         21         0.0 0.00     3 0.346 0.146
9         23         0.0 0.00     4 0.358 0.253
10         4         0.0 0.00     1 0.188 0.000

[1] "Total fpts: 89.35 (88)"
         Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4       Buster Posey   SF  1B/C   3600 10.00      6.750000     4.993417
5          Joe Panik   SF    2B   3300 12.00      6.416667     5.323587
6      Eduardo Nunez   SF 3B/SS   3500  8.00      6.200000     6.639528
7   Christian Arroyo   SF    SS   2900  0.00      8.714286     5.794086
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10      Hunter Pence   SF    OF   3600 10.00      6.560000     5.300000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         20         0.0 0.00     4 0.388 0.110
5         24         0.0 0.00     7 0.336 0.099
6         25         0.0 0.00     6 0.258 0.050
7          7         0.0 0.00     5 0.319 0.167
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     2 0.276 0.105
10        25         0.0 0.00     3 0.307 0.098

[1] "Total fpts: 89.35 (89)"
         Lineup (93) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4   Paul Goldschmidt  ARI    1B   4900  5.00     11.333333     7.539639
5       Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6          Jake Lamb  ARI    3B   4200  4.00     10.400000     7.088723
7       Chris Owings  ARI OF/SS   3300 17.00     10.782609    10.277763
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9         AJ Pollock  ARI    OF   4100  7.00     10.791667     8.102491
10     Yasmany Tomas  ARI    OF   3700  4.00      9.318182     9.088907
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         27         0.0 0.00     3 0.429 0.198
5         17         0.0 0.00     6 0.281 0.138
6         25         0.0 0.00     4 0.374 0.242
7         23         0.0 0.00     2 0.370 0.192
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     1 0.362 0.155
10        22         0.0 0.00     5 0.366 0.281

[1] "Total fpts: 89.35 (90)"
      Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Jason Castro  MIN     C   2900  0.00      5.357143     5.904459
4    Kennys Vargas  MIN    1B   3600 25.00      9.250000     6.551081
5      Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6  Eduardo Escobar  MIN 3B/SS   2800 10.00      5.375000     5.316752
7     Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8    Eddie Rosario  MIN    OF   3500 10.00      5.842105     4.425471
9     Byron Buxton  MIN    OF   3500 10.00      5.529412     5.691195
10    Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         14         0.0 0.00     6 0.322 0.175
4          4         0.0 0.00     5 0.395 0.167
5         23         0.0 0.00     3 0.399 0.179
6          8         0.0 0.00     7 0.340 0.206
7         24         0.0 0.00     2 0.404 0.225
8         19         0.0 0.00     8 0.288 0.094
9         17         0.0 0.00     9 0.230 0.069
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 88.95 (91)"
       Lineup (38) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Urias  LAD     P   8500  8.45           NaN           NA
2       Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3   Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4  Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5       Ryan Goins  TOR 2B/SS   2300  5.00      5.428571     6.381636
6    Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7  Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10    Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.7 1.24    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         14         0.0 0.00     9 0.271 0.192
6         25         0.0 0.00     3 0.349 0.247
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     2 0.276 0.105
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 88.5 (92)"
         Lineup (98) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jeff Samardzija   SF     P   8700 38.2     13.900000     6.124847
2     Charlie Morton  HOU     P   6900 27.3     16.080000     9.260778
3  Christian Vazquez  BOS     C   2700  0.0      7.600000     9.500877
4     Hanley Ramirez  BOS 1B/OF   4800  2.0      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.0      5.000000     3.858612
6      Manny Machado  BAL    3B   4900  0.0      8.400000     7.455423
7        Trea Turner  WSH    SS   4900  3.0     13.615385    12.420000
8       Mookie Betts  BOS    OF   5200 10.0      7.095238     8.049253
9        Rajai Davis  OAK    OF   3800  3.0      7.846154     6.568183
10 Andrew Benintendi  BOS    OF   3800  0.0      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.34    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         10         0.0 0.00     9 0.448 0.177
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         25         0.0 0.00     3 0.349 0.247
7         13         0.0 0.00     1 0.384 0.239
8         21         0.0 0.00     3 0.346 0.146
9         13         0.0 0.00     1 0.272 0.150
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 87.75 (93)"
         Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2  Antonio Senzatela  COL     P   6200 13.30     14.837500     9.715827
3     Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4    Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5        Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6       Alex Bregman  HOU 3B/SS   4100 10.00      5.478261     3.812295
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8    George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9       Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
10    Norichika Aoki  HOU    OF   3500  4.00      5.705882     6.292503
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         25         0.0 0.00     4 0.278 0.142
5         23         0.0 0.00     3 0.399 0.179
6         23         0.0 0.00     8 0.300 0.055
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     1 0.332 0.240
9         20         0.0 0.00     2 0.301 0.111
10        17         0.0 0.00     9 0.325 0.081

[1] "Total fpts: 87.2 (94)"
          Lineup (8) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.9     24.187500     8.331904
2  Antonio Senzatela  COL     P   6200 13.3     14.837500     9.715827
3     Russell Martin  TOR     C   3500  6.0      6.210526     5.503322
4     Hanley Ramirez  BOS 1B/OF   4800  2.0      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.0      5.000000     3.858612
6       Martin Prado  MIA    3B   3100 10.0      6.750000     4.594958
7    Xander Bogaerts  BOS    SS   4400 14.0      7.421053     4.586402
8       Mookie Betts  BOS    OF   5200 10.0      7.095238     8.049253
9      Jose Bautista  TOR    OF   4200  7.0      6.583333     5.955755
10 Andrew Benintendi  BOS    OF   3800  0.0      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         12         0.0 0.00     2 0.333 0.170
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     2 0.276 0.105
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 86.75 (95)"
         Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2         Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3  Christian Vazquez  BOS     C   2700  0.00      7.600000     9.500877
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6       Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7       Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    George Springer  HOU    OF   4700 14.00      9.047619     7.984211
10 Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         10         0.0 0.00     9 0.448 0.177
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         12         0.0 0.00     2 0.333 0.170
7         24         0.0 0.00     2 0.404 0.225
8         21         0.0 0.00     3 0.346 0.146
9         21         0.0 0.00     1 0.332 0.240
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 86.35 (96)"
         Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3  Christian Vazquez  BOS     C   2700  0.00      7.600000     9.500877
4     Mitch Moreland  BOS    1B   3500  7.00      7.521739     6.966606
5    Marco Hernandez  BOS 2B/SS   2900  0.00      4.333333     3.415650
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10       Chris Young  BOS    OF   3100 13.00      5.416667     4.756973
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         10         0.0 0.00     9 0.448 0.177
4         23         0.0 0.00     6 0.364 0.200
5         15         0.0 0.00     8 0.282 0.052
6         19         0.0 0.00     2 0.353 0.270
7         19         0.0 0.00     5 0.349 0.049
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     2 0.276 0.105
10        12         0.0 0.00     7 0.288 0.036

[1] "Total fpts: 85.6 (97)"
      Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jake Arrieta  CHC     P  10900 21.3     18.370000    11.220328
2   Charlie Morton  HOU     P   6900 27.3     16.080000     9.260778
3     Josh Phegley  OAK     C   3100  0.0      4.428571     4.429339
4       Ryon Healy  OAK 1B/3B   3400  2.0      5.454545     6.829399
5     Brian Dozier  MIN    2B   4700 13.0      9.052632     6.628840
6   Trevor Plouffe  OAK    3B   3600  2.0      5.478261     5.663837
7     Corey Seager  LAD    SS   4200  0.0      9.458333     7.689514
8  George Springer  HOU    OF   4700 14.0      9.047619     7.984211
9      Khris Davis  OAK    OF   4100  3.0      8.913043     8.349812
10     Rajai Davis  OAK    OF   3800  3.0      7.846154     6.568183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.31    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         19         0.0 0.00     1 0.327 0.177
6         23         0.0 0.00     2 0.279 0.151
7         24         0.0 0.00     2 0.404 0.225
8         21         0.0 0.00     1 0.332 0.240
9         23         0.0 0.00     4 0.413 0.377
10        13         0.0 0.00     1 0.272 0.150

[1] "Total fpts: 83.35 (98)"
        Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3        Mike Zunino  SEA     C   2800  7.00      4.055556     3.522570
4     Danny Valencia  SEA    1B   3200  5.00      4.473684     4.788510
5    Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6        Kyle Seager  SEA    3B   3900  5.00      6.136364     5.185102
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8        Nelson Cruz  SEA    OF   4300 11.00     10.360000     8.210156
9      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10 Guillermo Heredia  SEA    OF   2700  0.00      6.928571     7.119467
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         18         0.0 0.00     8 0.224 0.061
4         19         0.0 0.00     6 0.264 0.158
5         10         0.0 0.00     1 0.337 0.211
6         22         0.0 0.00     5 0.326 0.128
7         19         0.0 0.00     5 0.349 0.049
8         25         0.0 0.00     4 0.416 0.287
9         24         0.0 0.00     2 0.276 0.105
10        14         0.0 0.00     7 0.359 0.154

[1] "Total fpts: 83.35 (99)"
        Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD   P   8500  8.45           NaN           NA
3      Austin Hedges   SD   C   2700  0.00      7.000000     7.994045
4          Wil Myers   SD  1B   4600 10.00      9.653846     9.072783
5  Yangervis Solarte   SD  2B   3500  5.00      7.192308     6.000128
6       Ryan Schimpf   SD  3B   3600  0.00      6.863636     7.542233
7      Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9        Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10    Hunter Renfroe   SD  OF   3300  3.00      5.280000     6.228429
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         22         0.0 0.00     7 0.286 0.253
4         26         0.0 0.00     3 0.380 0.282
5         26         0.0 0.00     4 0.350 0.146
6         22         0.0 0.00     5 0.324 0.286
7         22         0.0 0.00     4 0.292 0.118
8         23         0.0 0.00     4 0.358 0.253
9         13         0.0 0.00     1 0.272 0.150
10        25         0.0 0.00     6 0.255 0.170

[1] "Total fpts: 82.95 (100)"
       Lineup (131) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2        Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3         Yan Gomes  CLE     C   2600  8.00      4.714286     4.357638
4    Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5     Robinson Cano  SEA    2B   4200 16.00      8.307692     7.401455
6        Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7  Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8      Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Michael Brantley  CLE    OF   4200  5.00     10.444444     7.578780
10  Abraham Almonte  CLE    OF   2900  0.00      6.428571     5.866650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         14         0.0 0.00     9 0.257 0.109
4         23         0.0 0.00     1 0.314 0.132
5         26         0.0 0.00     3 0.335 0.176
6         26         0.0 0.00     4 0.367 0.345
7         23         0.0 0.00     2 0.399 0.304
8         21         0.0 0.00     3 0.346 0.146
9         18         0.0 0.00     3 0.383 0.226
10        14         0.0 0.00     8 0.366 0.131

[1] "Total fpts: 82.4 (101)"
         Lineup (64) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.9     24.187500     8.331904
2         Robbie Ray  ARI   P   8300 26.5     21.130000     7.768333
3    Jonathan Lucroy  TEX   C   3900  2.0      5.555556     6.972401
4          Josh Bell  PIT  1B   3300  5.0      6.666667     7.171704
5       Rougned Odor  TEX  2B   4400 10.0      4.807692     5.734243
6         Joey Gallo  TEX  3B   3600  0.0      9.000000     8.352245
7       Elvis Andrus  TEX  SS   3800  2.0      8.160000     7.266820
8  Giancarlo Stanton  MIA  OF   4300  9.0      9.000000     9.539392
9        Rajai Davis  OAK  OF   3800  3.0      7.846154     6.568183
10      Nomar Mazara  TEX  OF   3700  5.0      8.080000     9.309135
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         18         0.0 0.00     5 0.275 0.116
4         21         0.0 0.00     5 0.331 0.180
5         26         0.0 0.00     2 0.246 0.162
6         26         0.0 0.00     4 0.367 0.345
7         25         0.0 0.00     3 0.349 0.198
8         23         0.0 0.00     4 0.358 0.253
9         13         0.0 0.00     1 0.272 0.150
10        25         0.0 0.00     6 0.314 0.177

[1] "Total fpts: 82.4 (102)"
       Lineup (94) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.9     24.187500     8.331904
2       Robbie Ray  ARI     P   8300 26.5     21.130000     7.768333
3     Caleb Joseph  BAL     C   2600  3.0      4.500000     7.050836
4   Carlos Santana  CLE 1B/OF   3800  0.0      7.434783     7.272777
5  Whit Merrifield   KC 2B/OF   3400  7.0      7.000000     6.896054
6    Manny Machado  BAL    3B   4900  0.0      8.400000     7.455423
7  Xander Bogaerts  BOS    SS   4400 14.0      7.421053     4.586402
8      Mark Trumbo  BAL    OF   4500  4.0      6.000000     7.187953
9       Adam Jones  BAL    OF   4400  0.0      7.760000     6.411448
10    Joey Rickard  BAL    OF   3000  8.0      6.250000     7.228416
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3          8         0.0 0.00     9 0.215 0.172
4         23         0.0 0.00     1 0.314 0.132
5         10         0.0 0.00     1 0.337 0.211
6         25         0.0 0.00     3 0.349 0.247
7         19         0.0 0.00     5 0.349 0.049
8         25         0.0 0.00     4 0.247 0.098
9         25         0.0 0.00     2 0.344 0.157
10         4         0.0 0.00     1 0.188 0.000

[1] "Total fpts: 82.35 (103)"
        Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3    Salvador Perez   KC   C   3700  0.00      7.238095     7.147760
4       Eric Hosmer   KC  1B   3800 12.00      5.347826     4.568755
5      Rougned Odor  TEX  2B   4400 10.00      4.807692     5.734243
6        Joey Gallo  TEX  3B   3600  0.00      9.000000     8.352245
7  Asdrubal Cabrera  NYM  SS   3300 17.00      7.608696     7.566308
8       Alex Gordon   KC  OF   3600  9.00      4.590909     3.527566
9      Brandon Moss   KC  OF   3500  5.00      5.941176     5.889297
10  Jorge Bonifacio   KC  OF   3000  2.00      7.625000     7.482122
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         23         0.0 0.00     4 0.269 0.093
5         26         0.0 0.00     2 0.246 0.162
6         26         0.0 0.00     4 0.367 0.345
7         23         0.0 0.00     2 0.305 0.113
8         22         0.0 0.00     6 0.237 0.044
9         17         0.0 0.00     8 0.263 0.191
10         8         0.0 0.00     7 0.385 0.200

[1] "Total fpts: 82.35 (104)"
       Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Julio Urias  LAD   P   8500  8.45           NaN           NA
3      Matt Wieters  WSH   C   3200  3.00      9.750000    10.598742
4    Ryan Zimmerman  WSH  1B   4700 10.00     15.052632     9.204309
5     Daniel Murphy  WSH  2B   4800  0.00     10.545455    10.586277
6    Anthony Rendon  WSH  3B   3800  0.00      8.200000    15.302563
7  Asdrubal Cabrera  NYM  SS   3300 17.00      7.608696     7.566308
8     Jose Bautista  TOR  OF   4200  7.00      6.583333     5.955755
9    Michael Taylor  WSH  OF   3500 10.00      5.142857     5.956189
10     Kevin Pillar  TOR  OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         16         0.0 0.00     8 0.404 0.233
4         19         0.0 0.00     4 0.542 0.452
5         22         0.0 0.00     5 0.411 0.241
6         20         0.0 0.00     6 0.348 0.140
7         23         0.0 0.00     2 0.305 0.113
8         24         0.0 0.00     2 0.276 0.105
9          7         0.0 0.00     7 0.236 0.029
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 81.35 (105)"
       Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3     Josh Phegley  OAK   C   3100  0.00      4.428571     4.429339
4     Rickie Weeks   TB  1B   2600 13.00      5.100000     5.404730
5      Brad Miller   TB  2B   3600  4.00      7.739130     7.193541
6    Evan Longoria   TB  3B   4000  2.00      6.958333     6.557300
7    Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8      Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
9     Steven Souza   TB  OF   3500  0.00      7.520000     6.627720
10 Kevin Kiermaier   TB  OF   3400  7.00      5.708333     6.924934
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         10         0.0 0.00     6 0.295 0.119
5         23         0.0 0.00     5 0.336 0.130
6         24         0.0 0.00     3 0.297 0.168
7         22         0.0 0.00     4 0.292 0.118
8         13         0.0 0.00     1 0.272 0.150
9         25         0.0 0.00     4 0.388 0.194
10        24         0.0 0.00     2 0.265 0.076

[1] "Total fpts: 80.75 (106)"
         Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2  Antonio Senzatela  COL     P   6200 13.30     14.837500     9.715827
3  Christian Vazquez  BOS     C   2700  0.00      7.600000     9.500877
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7      Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
10 Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         10         0.0 0.00     9 0.448 0.177
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     3 0.346 0.146
9         23         0.0 0.00     4 0.358 0.253
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 80.55 (107)"
        Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marcus Stroman  TOR     P  10000 -4.65     20.070000    12.151985
2    Jeff Samardzija   SF     P   8700 38.20     13.900000     6.124847
3       Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4         Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5       Jose Ramirez  CLE 2B/3B   4100 18.00      9.666667    10.111050
6     Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7   Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9        Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
10       Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.3 1.18    NA 0.000 0.000
2          5         6.3 1.34    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         21         0.0 0.00     5 0.404 0.247
6         23         0.0 0.00     2 0.279 0.151
7         23         0.0 0.00     2 0.399 0.304
8         23         0.0 0.00     4 0.358 0.253
9         23         0.0 0.00     4 0.413 0.377
10        13         0.0 0.00     1 0.272 0.150

[1] "Total fpts: 80.35 (108)"
       Lineup (87) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Caleb Joseph  BAL     C   2600  3.00      4.500000     7.050836
4     Trey Mancini  BAL 1B/OF   3400  8.00      9.076923    12.010145
5     Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7         JJ Hardy  BAL    SS   3200  8.00      3.782609     5.230649
8       Adam Jones  BAL    OF   4400  0.00      7.760000     6.411448
9    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10    Joey Rickard  BAL    OF   3000  8.00      6.250000     7.228416
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          8         0.0 0.00     9 0.215 0.172
4         13         0.0 0.00     7 0.331 0.333
5         26         0.0 0.00     2 0.246 0.162
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     8 0.212 0.071
8         25         0.0 0.00     2 0.344 0.157
9         24         0.0 0.00     2 0.276 0.105
10         4         0.0 0.00     1 0.188 0.000

[1] "Total fpts: 79.95 (109)"
       Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2        Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3      Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4          Ryan Rua  TEX 1B/OF   2800  7.00      5.363636     7.324926
5      Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6     Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7      Elvis Andrus  TEX    SS   3800  2.00      8.160000     7.266820
8     Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
9     Shin-Soo Choo  TEX    OF   4200  2.00      7.590909     8.589357
10 Delino DeShields  TEX    OF   3500  0.00      7.909091     8.757335
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         11         0.0 0.00     9 0.212 0.098
5         26         0.0 0.00     2 0.246 0.162
6         25         0.0 0.00     3 0.349 0.247
7         25         0.0 0.00     3 0.349 0.198
8         24         0.0 0.00     2 0.276 0.105
9         22         0.0 0.00     8 0.345 0.146
10        11         0.0 0.00     1 0.320 0.103

[1] "Total fpts: 79.35 (110)"
         Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3          Yan Gomes  CLE     C   2600  8.00      4.714286     4.357638
4     Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5       Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7   Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9   Michael Brantley  CLE    OF   4200  5.00     10.444444     7.578780
10   Abraham Almonte  CLE    OF   2900  0.00      6.428571     5.866650
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         14         0.0 0.00     9 0.257 0.109
4         23         0.0 0.00     1 0.314 0.132
5         26         0.0 0.00     2 0.246 0.162
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     2 0.399 0.304
8         23         0.0 0.00     4 0.358 0.253
9         18         0.0 0.00     3 0.383 0.226
10        14         0.0 0.00     8 0.366 0.131

[1] "Total fpts: 79.35 (111)"
        Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Miguel Montero  CHC     C   2900  3.00     12.333333     7.737355
4      Anthony Rizzo  CHC    1B   4800  5.00      9.541667     7.934400
5        Ben Zobrist  CHC 2B/OF   3900  7.00      8.277778     6.276057
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7    Addison Russell  CHC    SS   3400  0.00      8.227273     8.337704
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10     Jason Heyward  CHC    OF   3500 11.00      7.181818     6.616260
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          6         0.0 0.00     7 0.433 0.206
4         24         0.0 0.00     3 0.376 0.228
5         18         0.0 0.00     4 0.324 0.173
6         19         0.0 0.00     2 0.353 0.270
7         22         0.0 0.00     5 0.311 0.140
8         23         0.0 0.00     4 0.358 0.253
9         24         0.0 0.00     2 0.276 0.105
10        22         0.0 0.00     6 0.320 0.120

[1] "Total fpts: 78.3 (112)"
         Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2        Blake Snell   TB     P   6700 19.85      9.500000     1.924838
3       Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6         Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
10      Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          4         5.3 1.48    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         26         0.0 0.00     4 0.367 0.345
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         22         0.0 0.00     2 0.367 0.134
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 77.35 (113)"
       Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3  Jonathan Lucroy  TEX     C   3900  2.00      5.555556     6.972401
4      Mike Napoli  TEX    1B   4000  3.00      5.541667     6.379172
5     Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6       Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8    Shin-Soo Choo  TEX    OF   4200  2.00      7.590909     8.589357
9      Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10    Nomar Mazara  TEX    OF   3700  5.00      8.080000     9.309135
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         18         0.0 0.00     5 0.275 0.116
4         24         0.0 0.00     7 0.236 0.155
5         17         0.0 0.00     6 0.281 0.138
6         26         0.0 0.00     4 0.367 0.345
7         22         0.0 0.00     4 0.292 0.118
8         22         0.0 0.00     8 0.345 0.146
9         13         0.0 0.00     1 0.272 0.150
10        25         0.0 0.00     6 0.314 0.177

[1] "Total fpts: 77.35 (114)"
       Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Julio Urias  LAD   P   8500  8.45           NaN           NA
3      Brian McCann  HOU   C   3400 18.00      8.235294     5.911106
4  Paul Goldschmidt  ARI  1B   4900  5.00     11.333333     7.539639
5     Brandon Drury  ARI  2B   3300  0.00      6.833333     5.873053
6         Jake Lamb  ARI  3B   4200  4.00     10.400000     7.088723
7        Nick Ahmed  ARI  SS   2300  5.00      5.416667     6.666856
8      Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9       Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10    Yasmany Tomas  ARI  OF   3700  4.00      9.318182     9.088907
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         27         0.0 0.00     3 0.429 0.198
5         24         0.0 0.00     6 0.360 0.112
6         25         0.0 0.00     4 0.374 0.242
7         12         0.0 0.00     7 0.247 0.098
8         21         0.0 0.00     3 0.346 0.146
9         13         0.0 0.00     1 0.272 0.150
10        22         0.0 0.00     5 0.366 0.281

[1] "Total fpts: 76.9 (115)"
    Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2    Julio Urias  LAD   P   8500  8.45           NaN           NA
3   Caleb Joseph  BAL   C   2600  3.00      4.500000     7.050836
4      Josh Bell  PIT  1B   3300  5.00      6.666667     7.171704
5    Neil Walker  NYM  2B   3200 16.00      5.920000     6.068498
6  Manny Machado  BAL  3B   4900  0.00      8.400000     7.455423
7  Carlos Correa  HOU  SS   4800 25.00      6.136364     4.823508
8    Mark Trumbo  BAL  OF   4500  4.00      6.000000     7.187953
9     Adam Jones  BAL  OF   4400  0.00      7.760000     6.411448
10  Joey Rickard  BAL  OF   3000  8.00      6.250000     7.228416
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          8         0.0 0.00     9 0.215 0.172
4         21         0.0 0.00     5 0.331 0.180
5         25         0.0 0.00     4 0.275 0.116
6         25         0.0 0.00     3 0.349 0.247
7         22         0.0 0.00     4 0.292 0.118
8         25         0.0 0.00     4 0.247 0.098
9         25         0.0 0.00     2 0.344 0.157
10         4         0.0 0.00     1 0.188 0.000

[1] "Total fpts: 75.35 (116)"
        Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Julio Urias  LAD     P   8500  8.45           NaN           NA
3    Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4          Ryan Rua  TEX 1B/OF   2800  7.00      5.363636     7.324926
5      Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6      Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7      Elvis Andrus  TEX    SS   3800  2.00      8.160000     7.266820
8      Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9     Shin-Soo Choo  TEX    OF   4200  2.00      7.590909     8.589357
10 Delino DeShields  TEX    OF   3500  0.00      7.909091     8.757335
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         11         0.0 0.00     9 0.212 0.098
5         26         0.0 0.00     2 0.246 0.162
6         12         0.0 0.00     2 0.333 0.170
7         25         0.0 0.00     3 0.349 0.198
8         21         0.0 0.00     3 0.346 0.146
9         22         0.0 0.00     8 0.345 0.146
10        11         0.0 0.00     1 0.320 0.103

[1] "Total fpts: 75.35 (117)"
      Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Brian McCann  HOU     C   3400 18.00      8.235294     5.911106
4   Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5      Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6    Evan Longoria   TB    3B   4000  2.00      6.958333     6.557300
7      Tim Beckham   TB    SS   2900  6.00      7.130435     8.481554
8     Steven Souza   TB    OF   3500  0.00      7.520000     6.627720
9  Kevin Kiermaier   TB    OF   3400  7.00      5.708333     6.924934
10   Peter Bourjos   TB    OF   2700 15.00      3.000000     4.000000
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         17         0.0 0.00     6 0.350 0.139
4         23         0.0 0.00     1 0.314 0.132
5         23         0.0 0.00     3 0.399 0.179
6         24         0.0 0.00     3 0.297 0.168
7         23         0.0 0.00     1 0.325 0.216
8         25         0.0 0.00     4 0.388 0.194
9         24         0.0 0.00     2 0.265 0.076
10         7         0.0 0.00     9 0.222 0.088

[1] "Total fpts: 75.05 (118)"
      Lineup (149) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jameson Taillon  PIT     P   8200  5.25     17.370000     7.364323
2    Drew Pomeranz  BOS     P   8100 21.80     18.637500     5.976534
3   Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4  Kendrys Morales  TOR    1B   3700  5.00      5.920000     5.787343
5       Ryan Goins  TOR 2B/SS   2300  5.00      5.428571     6.381636
6       Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7     Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8       Mike Trout  LAA    OF   5300 18.00     11.440000     5.362524
9    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10    Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.25    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         14         0.0 0.00     9 0.271 0.192
6         26         0.0 0.00     4 0.367 0.345
7         24         0.0 0.00     2 0.404 0.225
8         25         0.0 0.00     3 0.480 0.343
9         24         0.0 0.00     2 0.276 0.105
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 74.95 (119)"
       Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2       Robbie Ray  ARI   P   8300 26.50     21.130000     7.768333
3  Yasmani Grandal  LAD   C   3200  3.00      6.100000     7.217668
4   Cody Bellinger  LAD  1B   3100  0.00     10.125000     9.905806
5     Rougned Odor  TEX  2B   4400 10.00      4.807692     5.734243
6    Justin Turner  LAD  3B   3800  2.00      8.391304     5.114499
7     Corey Seager  LAD  SS   4200  0.00      9.458333     7.689514
8     Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9    Jose Bautista  TOR  OF   4200  7.00      6.583333     5.955755
10    Andrew Toles  LAD  OF   3200  9.00      9.285714     8.071113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4          8         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     2 0.246 0.162
6         23         0.0 0.00     3 0.428 0.146
7         24         0.0 0.00     2 0.404 0.225
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     2 0.276 0.105
10        14         0.0 0.00     1 0.325 0.221

[1] "Total fpts: 74.35 (120)"
        Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Julio Urias  LAD   P   8500  8.45           NaN           NA
3   Jonathan Lucroy  TEX   C   3900  2.00      5.555556     6.972401
4   Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5      Rougned Odor  TEX  2B   4400 10.00      4.807692     5.734243
6        Joey Gallo  TEX  3B   3600  0.00      9.000000     8.352245
7      Elvis Andrus  TEX  SS   3800  2.00      8.160000     7.266820
8     Jose Bautista  TOR  OF   4200  7.00      6.583333     5.955755
9      Josh Reddick  HOU  OF   3700 20.00      6.550000     7.950339
10 Delino DeShields  TEX  OF   3500  0.00      7.909091     8.757335
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         18         0.0 0.00     5 0.275 0.116
4         25         0.0 0.00     4 0.278 0.142
5         26         0.0 0.00     2 0.246 0.162
6         26         0.0 0.00     4 0.367 0.345
7         25         0.0 0.00     3 0.349 0.198
8         24         0.0 0.00     2 0.276 0.105
9         20         0.0 0.00     2 0.301 0.111
10        11         0.0 0.00     1 0.320 0.103

[1] "Total fpts: 74.05 (121)"
      Lineup (80) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2   Drew Pomeranz  BOS     P   8100 21.80     18.637500     5.976534
3    Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4      Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5    Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6  Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7     Trea Turner  WSH    SS   4900  3.00     13.615385    12.420000
8    Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9     Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
10    Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         26         0.0 0.00     2 0.246 0.162
6         23         0.0 0.00     2 0.279 0.151
7         13         0.0 0.00     1 0.384 0.239
8         21         0.0 0.00     3 0.346 0.146
9         23         0.0 0.00     4 0.413 0.377
10        13         0.0 0.00     1 0.272 0.150

[1] "Total fpts: 73.35 (122)"
       Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3        Yan Gomes  CLE     C   2600  8.00      4.714286     4.357638
4   Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5     Jason Kipnis  CLE    2B   3800  2.00      3.555556     4.746344
6    Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Abraham Almonte  CLE    OF   2900  0.00      6.428571     5.866650
10   Brandon Guyer  CLE    OF   2800  0.00      3.181818     4.729021
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         14         0.0 0.00     9 0.257 0.109
4         23         0.0 0.00     1 0.314 0.132
5          9         0.0 0.00     6 0.161 0.000
6         25         0.0 0.00     3 0.349 0.247
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     3 0.346 0.146
9         14         0.0 0.00     8 0.366 0.131
10        11         0.0 0.00     7 0.185 0.105

[1] "Total fpts: 72.9 (123)"
      Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3  Yasmani Grandal  LAD   C   3200  3.00      6.100000     7.217668
4        Josh Bell  PIT  1B   3300  5.00      6.666667     7.171704
5     Brian Dozier  MIN  2B   4700 13.00      9.052632     6.628840
6      Miguel Sano  MIN  3B   4200  9.00     11.900000     9.678517
7      Trea Turner  WSH  SS   4900  3.00     13.615385    12.420000
8       Max Kepler  MIN  OF   3800  4.00      8.333333     6.945163
9    Eddie Rosario  MIN  OF   3500 10.00      5.842105     4.425471
10    Byron Buxton  MIN  OF   3500 10.00      5.529412     5.691195
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4         21         0.0 0.00     5 0.331 0.180
5         19         0.0 0.00     1 0.327 0.177
6         20         0.0 0.00     3 0.477 0.390
7         13         0.0 0.00     1 0.384 0.239
8         18         0.0 0.00     2 0.362 0.177
9         19         0.0 0.00     8 0.288 0.094
10        17         0.0 0.00     9 0.230 0.069

[1] "Total fpts: 72.35 (124)"
          Lineup (5) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3       Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4         Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5       Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6     Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7       Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9        Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
10      Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         17         0.0 0.00     6 0.281 0.138
6         23         0.0 0.00     2 0.279 0.151
7         24         0.0 0.00     2 0.404 0.225
8         23         0.0 0.00     4 0.358 0.253
9         23         0.0 0.00     4 0.413 0.377
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: 72.35 (125)"
        Lineup (33) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3    Russell Martin  TOR     C   3500  6.00      6.210526     5.503322
4        Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5   Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6    Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7  Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8       Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
9       Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10       Matt Joyce  OAK    OF   2600 12.00      4.944444     6.347507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         22         0.0 0.00     3 0.285 0.163
5         10         0.0 0.00     1 0.337 0.211
6         23         0.0 0.00     2 0.279 0.151
7         23         0.0 0.00     2 0.399 0.304
8         23         0.0 0.00     4 0.413 0.377
9         13         0.0 0.00     1 0.272 0.150
10        18         0.0 0.00     9 0.237 0.118

[1] "Total fpts: 71.35 (126)"
        Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3      Austin Hedges   SD   C   2700  0.00      7.000000     7.994045
4    Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5  Yangervis Solarte   SD  2B   3500  5.00      7.192308     6.000128
6       Ryan Schimpf   SD  3B   3600  0.00      6.863636     7.542233
7        Erick Aybar   SD  SS   2600 14.00      6.043478     6.284745
8       Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9      Jose Bautista  TOR  OF   4200  7.00      6.583333     5.955755
10    Hunter Renfroe   SD  OF   3300  3.00      5.280000     6.228429
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         22         0.0 0.00     7 0.286 0.253
4         25         0.0 0.00     4 0.278 0.142
5         26         0.0 0.00     4 0.350 0.146
6         22         0.0 0.00     5 0.324 0.286
7         23         0.0 0.00     8 0.285 0.118
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     2 0.276 0.105
10        25         0.0 0.00     6 0.255 0.170

[1] "Total fpts: 70.2 (127)"
        Lineup (127) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.9     24.187500     8.331904
2  Antonio Senzatela  COL   P   6200 13.3     14.837500     9.715827
3       Josh Phegley  OAK   C   3100  0.0      4.428571     4.429339
4     Ryan Zimmerman  WSH  1B   4700 10.0     15.052632     9.204309
5      Daniel Murphy  WSH  2B   4800  0.0     10.545455    10.586277
6       Martin Prado  MIA  3B   3100 10.0      6.750000     4.594958
7        Trea Turner  WSH  SS   4900  3.0     13.615385    12.420000
8       Bryce Harper  WSH  OF   5400  7.0     14.727273    12.360389
9       Jayson Werth  WSH  OF   3600  0.0      6.263158     6.072178
10      Kevin Pillar  TOR  OF   3300  7.0      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         19         0.0 0.00     4 0.542 0.452
5         22         0.0 0.00     5 0.411 0.241
6         12         0.0 0.00     2 0.333 0.170
7         13         0.0 0.00     1 0.384 0.239
8         22         0.0 0.00     3 0.527 0.368
9         19         0.0 0.00     2 0.351 0.147
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 70.05 (128)"
        Lineup (121) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jameson Taillon  PIT     P   8200  5.25     17.370000     7.364323
2      Drew Pomeranz  BOS     P   8100 21.80     18.637500     5.976534
3  Christian Vazquez  BOS     C   2700  0.00      7.600000     9.500877
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6        Miguel Sano  MIN    3B   4200  9.00     11.900000     9.678517
7   Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9      Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
10 Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.25    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         10         0.0 0.00     9 0.448 0.177
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         20         0.0 0.00     3 0.477 0.390
7         23         0.0 0.00     2 0.399 0.304
8         21         0.0 0.00     3 0.346 0.146
9         24         0.0 0.00     2 0.276 0.105
10        22         0.0 0.00     2 0.367 0.134

[1] "Total fpts: 69.35 (129)"
         Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3  Christian Vazquez  BOS     C   2700  0.00      7.600000     9.500877
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6         Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7   Asdrubal Cabrera  NYM    SS   3300 17.00      7.608696     7.566308
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
10      Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         10         0.0 0.00     9 0.448 0.177
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         26         0.0 0.00     4 0.367 0.345
7         23         0.0 0.00     2 0.305 0.113
8         21         0.0 0.00     3 0.346 0.146
9         22         0.0 0.00     2 0.367 0.134
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 69.35 (130)"
      Lineup (142) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3   Salvador Perez   KC   C   3700  0.00      7.238095     7.147760
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5     Brian Dozier  MIN  2B   4700 13.00      9.052632     6.628840
6    Manny Machado  BAL  3B   4900  0.00      8.400000     7.455423
7  Alcides Escobar   KC  SS   3200  7.00      3.478261     3.703433
8      Alex Gordon   KC  OF   3600  9.00      4.590909     3.527566
9     Brandon Moss   KC  OF   3500  5.00      5.941176     5.889297
10 Jorge Bonifacio   KC  OF   3000  2.00      7.625000     7.482122
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         25         0.0 0.00     4 0.278 0.142
5         19         0.0 0.00     1 0.327 0.177
6         25         0.0 0.00     3 0.349 0.247
7         23         0.0 0.00     9 0.214 0.057
8         22         0.0 0.00     6 0.237 0.044
9         17         0.0 0.00     8 0.263 0.191
10         8         0.0 0.00     7 0.385 0.200

[1] "Total fpts: 69.2 (131)"
        Lineup (134) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.9     24.187500     8.331904
2  Antonio Senzatela  COL   P   6200 13.3     14.837500     9.715827
3    Yasmani Grandal  LAD   C   3200  3.0      6.100000     7.217668
4        Chris Davis  BAL  1B   4100  5.0      6.166667     6.444861
5    Jonathan Schoop  BAL  2B   3800  7.0      7.680000     5.662155
6      Manny Machado  BAL  3B   4900  0.0      8.400000     7.455423
7    Xander Bogaerts  BOS  SS   4400 14.0      7.421053     4.586402
8        Mark Trumbo  BAL  OF   4500  4.0      6.000000     7.187953
9         Adam Jones  BAL  OF   4400  0.0      7.760000     6.411448
10       Rajai Davis  OAK  OF   3800  3.0      7.846154     6.568183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4         24         0.0 0.00     5 0.313 0.163
5         25         0.0 0.00     6 0.360 0.233
6         25         0.0 0.00     3 0.349 0.247
7         19         0.0 0.00     5 0.349 0.049
8         25         0.0 0.00     4 0.247 0.098
9         25         0.0 0.00     2 0.344 0.157
10        13         0.0 0.00     1 0.272 0.150

[1] "Total fpts: 68.35 (132)"
       Lineup (63) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3   Russell Martin  TOR   C   3500  6.00      6.210526     5.503322
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5      Brad Miller   TB  2B   3600  4.00      7.739130     7.193541
6    Evan Longoria   TB  3B   4000  2.00      6.958333     6.557300
7      Tim Beckham   TB  SS   2900  6.00      7.130435     8.481554
8     Mookie Betts  BOS  OF   5200 10.00      7.095238     8.049253
9     Steven Souza   TB  OF   3500  0.00      7.520000     6.627720
10 Kevin Kiermaier   TB  OF   3400  7.00      5.708333     6.924934
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     3 0.337 0.164
4         25         0.0 0.00     4 0.278 0.142
5         23         0.0 0.00     5 0.336 0.130
6         24         0.0 0.00     3 0.297 0.168
7         23         0.0 0.00     1 0.325 0.216
8         21         0.0 0.00     3 0.346 0.146
9         25         0.0 0.00     4 0.388 0.194
10        24         0.0 0.00     2 0.265 0.076

[1] "Total fpts: 66.35 (133)"
       Lineup (52) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4   Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5  Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6   Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7  Alcides Escobar   KC    SS   3200  7.00      3.478261     3.703433
8    Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
9     Brandon Moss   KC    OF   3500  5.00      5.941176     5.889297
10 Jorge Bonifacio   KC    OF   3000  2.00      7.625000     7.482122
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         20         0.0 0.00     4 0.348 0.209
5         10         0.0 0.00     1 0.337 0.211
6         19         0.0 0.00     2 0.353 0.270
7         23         0.0 0.00     9 0.214 0.057
8         24         0.0 0.00     2 0.276 0.105
9         17         0.0 0.00     8 0.263 0.191
10         8         0.0 0.00     7 0.385 0.200

[1] "Total fpts: 66.35 (134)"
      Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2     Jacob deGrom  NYM   P  10400  7.45     24.330000    10.108202
3  Kyle Higashioka  NYY   C   2300  2.00      0.500000     1.000000
4     Chris Carter  NYY  1B   3600 10.00      5.111111     4.371626
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6    Manny Machado  BAL  3B   4900  0.00      8.400000     7.455423
7  Ronald Torreyes  NYY  SS   2500  2.00      6.052632     6.132551
8      Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
9    Brett Gardner  NYY  OF   3800 12.00      9.300000    10.618256
10     Aaron Hicks  NYY  OF   2900 10.00     12.272727     9.296138
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          4         0.0 0.00     9 0.045 0.000
4          9         0.0 0.00     7 0.274 0.146
5         23         0.0 0.00     3 0.399 0.179
6         25         0.0 0.00     3 0.349 0.247
7         19         0.0 0.00     8 0.317 0.113
8         13         0.0 0.00     1 0.272 0.150
9         20         0.0 0.00     1 0.329 0.195
10        11         0.0 0.00     2 0.434 0.340

[1] "Total fpts: 66.2 (135)"
        Lineup (108) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.9     24.187500     8.331904
2  Antonio Senzatela  COL   P   6200 13.3     14.837500     9.715827
3    Jonathan Lucroy  TEX   C   3900  2.0      5.555556     6.972401
4        Mike Napoli  TEX  1B   4000  3.0      5.541667     6.379172
5        Jose Altuve  HOU  2B   5000  0.0     10.826087     8.483418
6         Joey Gallo  TEX  3B   3600  0.0      9.000000     8.352245
7       Elvis Andrus  TEX  SS   3800  2.0      8.160000     7.266820
8    George Springer  HOU  OF   4700 14.0      9.047619     7.984211
9      Jose Bautista  TOR  OF   4200  7.0      6.583333     5.955755
10      Nomar Mazara  TEX  OF   3700  5.0      8.080000     9.309135
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          4         6.4 1.00    NA 0.000 0.000
3         18         0.0 0.00     5 0.275 0.116
4         24         0.0 0.00     7 0.236 0.155
5         23         0.0 0.00     3 0.399 0.179
6         26         0.0 0.00     4 0.367 0.345
7         25         0.0 0.00     3 0.349 0.198
8         21         0.0 0.00     1 0.332 0.240
9         24         0.0 0.00     2 0.276 0.105
10        25         0.0 0.00     6 0.314 0.177

[1] "Total fpts: 65.35 (136)"
       Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4       Jose Abreu  CWS    1B   4300 14.00      6.809524     8.022587
5   Yolmer Sanchez  CWS 2B/3B   2500  5.00           NaN           NA
6     Todd Frazier  CWS    3B   4000  0.00      7.937500     7.178382
7     Tim Anderson  CWS    SS   3700  0.00      6.285714     6.776008
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    Melky Cabrera  CWS    OF   4000  5.00      5.631579     4.374300
10     Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         21         0.0 0.00     4 0.322 0.143
5          0         0.0 0.00     2 0.340 0.209
6         16         0.0 0.00     5 0.323 0.215
7         21         0.0 0.00     1 0.244 0.088
8         21         0.0 0.00     3 0.346 0.146
9         19         0.0 0.00     3 0.280 0.081
10        13         0.0 0.00     1 0.272 0.150

[1] "Total fpts: 65.35 (137)"
        Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3       Omar Narvaez  CWS     C   2600  0.00      4.909091     5.166325
4         Cody Asche  CWS    1B   2700  0.00      2.400000     2.796824
5     Yolmer Sanchez  CWS 2B/3B   2500  5.00           NaN           NA
6     Mike Moustakas   KC    3B   3700  9.00      8.315789     6.455425
7       Tim Anderson  CWS    SS   3700  0.00      6.285714     6.776008
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
10     Melky Cabrera  CWS    OF   4000  5.00      5.631579     4.374300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         11         0.0 0.00     8 0.334 0.028
4         10         0.0 0.00     9 0.126 0.000
5          0         0.0 0.00     2 0.340 0.209
6         19         0.0 0.00     2 0.353 0.270
7         21         0.0 0.00     1 0.244 0.088
8         21         0.0 0.00     3 0.346 0.146
9         23         0.0 0.00     4 0.358 0.253
10        19         0.0 0.00     3 0.280 0.081

[1] "Total fpts: 64.35 (138)"
         Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Salvador Perez   KC     C   3700  0.00      7.238095     7.147760
4         Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5        Chad Pinder  OAK    2B   2300  5.00      5.800000     7.791020
6     Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7        Trea Turner  WSH    SS   4900  3.00     13.615385    12.420000
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9        Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10        Matt Joyce  OAK    OF   2600 12.00      4.944444     6.347507
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         21         0.0 0.00     5 0.328 0.247
4         22         0.0 0.00     3 0.285 0.163
5          5         0.0 0.00     8 0.317 0.235
6         23         0.0 0.00     2 0.279 0.151
7         13         0.0 0.00     1 0.384 0.239
8         23         0.0 0.00     4 0.358 0.253
9         13         0.0 0.00     1 0.272 0.150
10        18         0.0 0.00     9 0.237 0.118

[1] "Total fpts: 62.35 (139)"
        Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3         Yan Gomes  CLE     C   2600  8.00      4.714286     4.357638
4    Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5       Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6      Martin Prado  MIA    3B   3100 10.00      6.750000     4.594958
7  Francisco Lindor  CLE    SS   4500 10.00     10.478261     9.829776
8     Jose Bautista  TOR    OF   4200  7.00      6.583333     5.955755
9   Abraham Almonte  CLE    OF   2900  0.00      6.428571     5.866650
10    Brandon Guyer  CLE    OF   2800  0.00      3.181818     4.729021
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3         14         0.0 0.00     9 0.257 0.109
4         23         0.0 0.00     1 0.314 0.132
5         23         0.0 0.00     3 0.399 0.179
6         12         0.0 0.00     2 0.333 0.170
7         23         0.0 0.00     2 0.399 0.304
8         24         0.0 0.00     2 0.276 0.105
9         14         0.0 0.00     8 0.366 0.131
10        11         0.0 0.00     7 0.185 0.105

[1] "Total fpts: 62.35 (140)"
         Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
3       Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4           Ryan Rua  TEX 1B/OF   2800  7.00      5.363636     7.324926
5       Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6         Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7       Elvis Andrus  TEX    SS   3800  2.00      8.160000     7.266820
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9   Delino DeShields  TEX    OF   3500  0.00      7.909091     8.757335
10      Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          5         6.3 1.14    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         11         0.0 0.00     9 0.212 0.098
5         26         0.0 0.00     2 0.246 0.162
6         26         0.0 0.00     4 0.367 0.345
7         25         0.0 0.00     3 0.349 0.198
8         23         0.0 0.00     4 0.358 0.253
9         11         0.0 0.00     1 0.320 0.103
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 61.95 (141)"
        Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2         Robbie Ray  ARI     P   8300 26.50     21.130000     7.768333
3    Jonathan Lucroy  TEX     C   3900  2.00      5.555556     6.972401
4        Mike Napoli  TEX    1B   4000  3.00      5.541667     6.379172
5    Whit Merrifield   KC 2B/OF   3400  7.00      7.000000     6.896054
6         Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7       Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8  Giancarlo Stanton  MIA    OF   4300  9.00      9.000000     9.539392
9      Shin-Soo Choo  TEX    OF   4200  2.00      7.590909     8.589357
10      Nomar Mazara  TEX    OF   3700  5.00      8.080000     9.309135
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          5         6.1 1.35    NA 0.000 0.000
3         18         0.0 0.00     5 0.275 0.116
4         24         0.0 0.00     7 0.236 0.155
5         10         0.0 0.00     1 0.337 0.211
6         26         0.0 0.00     4 0.367 0.345
7         24         0.0 0.00     2 0.404 0.225
8         23         0.0 0.00     4 0.358 0.253
9         22         0.0 0.00     8 0.345 0.146
10        25         0.0 0.00     6 0.314 0.177

[1] "Total fpts: 60.9 (142)"
       Lineup (71) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3  Jonathan Lucroy  TEX     C   3900  2.00      5.555556     6.972401
4        Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5     Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6       Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7     Elvis Andrus  TEX    SS   3800  2.00      8.160000     7.266820
8     Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9     Nomar Mazara  TEX    OF   3700  5.00      8.080000     9.309135
10    Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         18         0.0 0.00     5 0.275 0.116
4         25         0.0 0.00     3 0.414 0.333
5         26         0.0 0.00     2 0.246 0.162
6         26         0.0 0.00     4 0.367 0.345
7         25         0.0 0.00     3 0.349 0.198
8         21         0.0 0.00     3 0.346 0.146
9         25         0.0 0.00     6 0.314 0.177
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 60.25 (143)"
       Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10400  7.45     24.330000    10.108202
2     Drew Pomeranz  BOS     P   8100 21.80     18.637500     5.976534
3   Jonathan Lucroy  TEX     C   3900  2.00      5.555556     6.972401
4    Carlos Santana  CLE 1B/OF   3800  0.00      7.434783     7.272777
5      Rougned Odor  TEX    2B   4400 10.00      4.807692     5.734243
6        Joey Gallo  TEX    3B   3600  0.00      9.000000     8.352245
7      Elvis Andrus  TEX    SS   3800  2.00      8.160000     7.266820
8   George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9       Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10 Delino DeShields  TEX    OF   3500  0.00      7.909091     8.757335
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.3 1.14    NA 0.000 0.000
2          4         5.4 1.25    NA 0.000 0.000
3         18         0.0 0.00     5 0.275 0.116
4         23         0.0 0.00     1 0.314 0.132
5         26         0.0 0.00     2 0.246 0.162
6         26         0.0 0.00     4 0.367 0.345
7         25         0.0 0.00     3 0.349 0.198
8         21         0.0 0.00     1 0.332 0.240
9         13         0.0 0.00     1 0.272 0.150
10        11         0.0 0.00     1 0.320 0.103

[1] "Total fpts: 59.35 (144)"
        Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4       Ryon Healy  OAK 1B/3B   3400  2.00      5.454545     6.829399
5      Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6   Trevor Plouffe  OAK    3B   3600  2.00      5.478261     5.663837
7  Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8      Khris Davis  OAK    OF   4100  3.00      8.913043     8.349812
9      Rajai Davis  OAK    OF   3800  3.00      7.846154     6.568183
10    Kevin Pillar  TOR    OF   3300  7.00      8.440000     8.236504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         22         0.0 0.00     3 0.285 0.163
5         23         0.0 0.00     3 0.399 0.179
6         23         0.0 0.00     2 0.279 0.151
7         19         0.0 0.00     5 0.349 0.049
8         23         0.0 0.00     4 0.413 0.377
9         13         0.0 0.00     1 0.272 0.150
10        25         0.0 0.00     1 0.364 0.208

[1] "Total fpts: 55.35 (145)"
       Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD   P   8500  8.45           NaN           NA
3     Caleb Joseph  BAL   C   2600  3.00      4.500000     7.050836
4  Kendrys Morales  TOR  1B   3700  5.00      5.920000     5.787343
5      Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6    Manny Machado  BAL  3B   4900  0.00      8.400000     7.455423
7         JJ Hardy  BAL  SS   3200  8.00      3.782609     5.230649
8       Adam Jones  BAL  OF   4400  0.00      7.760000     6.411448
9      Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10    Joey Rickard  BAL  OF   3000  8.00      6.250000     7.228416
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          8         0.0 0.00     9 0.215 0.172
4         25         0.0 0.00     4 0.278 0.142
5         23         0.0 0.00     3 0.399 0.179
6         25         0.0 0.00     3 0.349 0.247
7         23         0.0 0.00     8 0.212 0.071
8         25         0.0 0.00     2 0.344 0.157
9         13         0.0 0.00     1 0.272 0.150
10         4         0.0 0.00     1 0.188 0.000

[1] "Total fpts: 54.35 (146)"
          Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10700 19.90     24.187500     8.331904
2        Julio Urias  LAD   P   8500  8.45           NaN           NA
3    Yasmani Grandal  LAD   C   3200  3.00      6.100000     7.217668
4     Cody Bellinger  LAD  1B   3100  0.00     10.125000     9.905806
5        Jose Altuve  HOU  2B   5000  0.00     10.826087     8.483418
6      Justin Turner  LAD  3B   3800  2.00      8.391304     5.114499
7       Corey Seager  LAD  SS   4200  0.00      9.458333     7.689514
8  Giancarlo Stanton  MIA  OF   4300  9.00      9.000000     9.539392
9        Rajai Davis  OAK  OF   3800  3.00      7.846154     6.568183
10      Andrew Toles  LAD  OF   3200  9.00      9.285714     8.071113
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3         20         0.0 0.00     4 0.305 0.173
4          8         0.0 0.00     5 0.446 0.310
5         23         0.0 0.00     3 0.399 0.179
6         23         0.0 0.00     3 0.428 0.146
7         24         0.0 0.00     2 0.404 0.225
8         23         0.0 0.00     4 0.358 0.253
9         13         0.0 0.00     1 0.272 0.150
10        14         0.0 0.00     1 0.325 0.221

[1] "Total fpts: 54.35 (147)"
       Lineup (67) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10700 19.90     24.187500     8.331904
2      Julio Urias  LAD     P   8500  8.45           NaN           NA
3     Josh Phegley  OAK     C   3100  0.00      4.428571     4.429339
4      Chris Davis  BAL    1B   4100  5.00      6.166667     6.444861
5     Adam Rosales  OAK 2B/SS   2500  9.00      5.294118     5.451659
6    Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7     Corey Seager  LAD    SS   4200  0.00      9.458333     7.689514
8      Mark Trumbo  BAL    OF   4500  4.00      6.000000     7.187953
9       Adam Jones  BAL    OF   4400  0.00      7.760000     6.411448
10    Joey Rickard  BAL    OF   3000  8.00      6.250000     7.228416
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.1 0.79    NA 0.000 0.000
2          0         5.7 1.24    NA 0.000 0.000
3          7         0.0 0.00     5 0.281 0.226
4         24         0.0 0.00     5 0.313 0.163
5         17         0.0 0.00     6 0.281 0.138
6         25         0.0 0.00     3 0.349 0.247
7         24         0.0 0.00     2 0.404 0.225
8         25         0.0 0.00     4 0.247 0.098
9         25         0.0 0.00     2 0.344 0.157
10         4         0.0 0.00     1 0.188 0.000

[1] "Total fpts: NA (148)"
       Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8800 19.25     20.375000     6.524122
2   Chase Anderson <NA>  <NA>     NA    NA     18.450000    10.776440
3      JT Realmuto  MIA     C   3300 25.00      6.050000     6.142818
4        Jay Bruce  NYM 1B/OF   3200  9.00     10.480000    11.464147
5      Jose Altuve  HOU    2B   5000  0.00     10.826087     8.483418
6    Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7    Carlos Correa  HOU    SS   4800 25.00      6.136364     4.823508
8  George Springer  HOU    OF   4700 14.00      9.047619     7.984211
9   Carlos Beltran  HOU    OF   3900  0.00      5.857143     5.516210
10    Josh Reddick  HOU    OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.7 1.08    NA 0.000 0.000
2          4          NA   NA    NA    NA    NA
3         20         0.0 0.00     1 0.346 0.121
4         25         0.0 0.00     3 0.414 0.333
5         23         0.0 0.00     3 0.399 0.179
6         25         0.0 0.00     3 0.349 0.247
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     1 0.332 0.240
9         21         0.0 0.00     5 0.284 0.104
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: NA (149)"
        Lineup (112) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marcus Stroman  TOR    P  10000 -4.65     20.070000    12.151985
2     Chase Anderson <NA> <NA>     NA    NA     18.450000    10.776440
3       Brian McCann  HOU    C   3400 18.00      8.235294     5.911106
4       Buster Posey   SF 1B/C   3600 10.00      6.750000     4.993417
5        Jose Altuve  HOU   2B   5000  0.00     10.826087     8.483418
6      Evan Longoria   TB   3B   4000  2.00      6.958333     6.557300
7      Carlos Correa  HOU   SS   4800 25.00      6.136364     4.823508
8     Carlos Beltran  HOU   OF   3900  0.00      5.857143     5.516210
9  Andrew Benintendi  BOS   OF   3800  0.00      8.090909     6.163712
10      Josh Reddick  HOU   OF   3700 20.00      6.550000     7.950339
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.3 1.18    NA 0.000 0.000
2          4          NA   NA    NA    NA    NA
3         17         0.0 0.00     6 0.350 0.139
4         20         0.0 0.00     4 0.388 0.110
5         23         0.0 0.00     3 0.399 0.179
6         24         0.0 0.00     3 0.297 0.168
7         22         0.0 0.00     4 0.292 0.118
8         21         0.0 0.00     5 0.284 0.104
9         22         0.0 0.00     2 0.367 0.134
10        20         0.0 0.00     2 0.301 0.111

[1] "Total fpts: NA (150)"
        Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jameson Taillon  PIT     P   8200  5.25     17.370000     7.364323
2     Chase Anderson <NA>  <NA>     NA    NA     18.450000    10.776440
3          Yan Gomes  CLE     C   2600  8.00      4.714286     4.357638
4     Hanley Ramirez  BOS 1B/OF   4800  2.00      8.450000     6.916609
5     Dustin Pedroia  BOS    2B   4100  5.00      5.000000     3.858612
6      Manny Machado  BAL    3B   4900  0.00      8.400000     7.455423
7    Xander Bogaerts  BOS    SS   4400 14.00      7.421053     4.586402
8       Mookie Betts  BOS    OF   5200 10.00      7.095238     8.049253
9    George Springer  HOU    OF   4700 14.00      9.047619     7.984211
10 Andrew Benintendi  BOS    OF   3800  0.00      8.090909     6.163712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.25    NA 0.000 0.000
2          4          NA   NA    NA    NA    NA
3         14         0.0 0.00     9 0.257 0.109
4         20         0.0 0.00     4 0.348 0.209
5         19         0.0 0.00     1 0.300 0.012
6         25         0.0 0.00     3 0.349 0.247
7         19         0.0 0.00     5 0.349 0.049
8         21         0.0 0.00     3 0.346 0.146
9         21         0.0 0.00     1 0.332 0.240
10        22         0.0 0.00     2 0.367 0.134



***********************************************************************************************
Contest 15: 2017-05-04 $33.00entry_MLB$150KFastball
***********************************************************************************************
[1] "PnL: 13275"

[1] "Total fpts: 181.45 (1)"
         Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3        Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5     Dustin Pedroia  BOS  2B   4300 16.00      5.000000     3.755697
6      Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7        Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8         Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
9       Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     6 0.263 0.150
5         20         0.0 0.00     1 0.297 0.012
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         12         0.0 0.00     1 0.345 0.222
9         24         0.0 0.00     9 0.270 0.045
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: 144.45 (2)"
         Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
2     Chase Anderson  MIL     P   6100  8.50     18.450000    10.776440
3  Christian Vazquez  BOS     C   2800  3.00      6.909091     9.300049
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5      Robinson Cano  SEA    2B   4600  2.00      8.592593     7.407165
6        Kyle Seager  SEA    3B   4300 10.00      6.086957     5.071427
7        Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8        Nelson Cruz  SEA    OF   4800 12.00     10.384615     8.045257
9         Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
10         Ben Gamel  SEA    OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         21         0.0 0.00     4 0.341 0.202
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     4 0.425 0.276
9         12         0.0 0.00     1 0.345 0.222
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: 129.9 (3)"
       Lineup (34) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
2    Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3      Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4      Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5  Jonathan Schoop  BAL  2B   4100 11.00      7.653846     5.549359
6    Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7     Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8       Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9      Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10 Corey Dickerson   TB  OF   3800  3.00      9.000000     6.324555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     2 0.335 0.152
9         26         0.0 0.00     5 0.245 0.095
10        22         0.0 0.00     1 0.414 0.278

[1] "Total fpts: 129.45 (4)"
       Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
2  Chase Anderson  MIL     P   6100  8.50     18.450000    10.776440
3    Caleb Joseph  BAL     C   2800  3.00      4.333333     6.614378
4  Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5   Robinson Cano  SEA    2B   4600  2.00      8.592593     7.407165
6   Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7        JJ Hardy  BAL    SS   3500  9.00      3.958333     5.187604
8    Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9      Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
10     Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         21         0.0 0.00     4 0.341 0.202
5         27         0.0 0.00     3 0.346 0.198
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     8 0.222 0.068
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     2 0.335 0.152
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: 124.75 (5)"
        Lineup (28) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
2        Alex Meyer  LAA     P   5300 -2.20           NaN           NA
3     Yadier Molina  STL     C   3500 12.00      5.050000     4.148240
4    Matt Carpenter  STL    1B   4400  8.00      7.400000     6.021016
5       Jedd Gyorko  STL 2B/3B   4100  3.00     11.000000    10.013324
6     Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7      Aledmys Diaz  STL    SS   4100 13.00      6.600000     9.626717
8      Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9  Stephen Piscotty  STL    OF   4100  0.00      7.714286     6.761234
10       Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         22         0.0 0.00     3 0.348 0.141
9         21         0.0 0.00     2 0.357 0.147
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: 122.4 (6)"
       Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2    Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3     Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4      Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5  Jonathan Villar  MIL  2B   4400  0.00      8.269231     8.520834
6    Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7      Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8       Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9       Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
10    Kole Calhoun  LAA  OF   3600  0.00      7.480000     6.449289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     1 0.275 0.140
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     2 0.335 0.152
9         12         0.0 0.00     1 0.345 0.222
10        25         0.0 0.00     2 0.325 0.143

[1] "Total fpts: 116.3 (7)"
      Lineup (25) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
2      Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3    Derek Norris   TB   C   2800  7.0      4.950000     5.286278
4  Logan Morrison   TB  1B   3300  3.0      9.050000     7.674119
5     Brad Miller   TB  2B   3700  4.0      7.583333     7.076702
6   Manny Machado  BAL  3B   5100 26.0      8.076923     7.488247
7     Tim Beckham   TB  SS   3000 32.0      7.083333     8.298332
8    Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9      Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
10   Colby Rasmus   TB  OF   3400  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     7 0.326 0.204
8         22         0.0 0.00     3 0.348 0.141
9         12         0.0 0.00     1 0.345 0.222
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: 105.45 (8)"
        Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
2    Chase Anderson  MIL     P   6100  8.50     18.450000    10.776440
3      Derek Norris   TB     C   2800  7.00      4.950000     5.286278
4    Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5  Daniel Robertson   TB 2B/3B   2500  2.00      4.333333     4.658001
6     Evan Longoria   TB    3B   4000  5.00      6.760000     6.495383
7   Xander Bogaerts  BOS    SS   5000  5.00      7.750000     4.700224
8   Corey Dickerson   TB    OF   3800  3.00      9.000000     6.324555
9        Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
10  Kevin Kiermaier   TB    OF   3500  7.00      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         21         0.0 0.00     4 0.341 0.202
5         12         0.0 0.00     9 0.320 0.158
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     1 0.414 0.278
9         12         0.0 0.00     1 0.345 0.222
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: 99.75 (9)"
       Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
2        Alex Meyer  LAA     P   5300 -2.20           NaN           NA
3      Derek Norris   TB     C   2800  7.00      4.950000     5.286278
4    Logan Morrison   TB    1B   3300  3.00      9.050000     7.674119
5  Daniel Robertson   TB 2B/3B   2500  2.00      4.333333     4.658001
6     Yunel Escobar  LAA    3B   3000 12.00      6.520000     6.558201
7       Tim Beckham   TB    SS   3000 32.00      7.083333     8.298332
8        Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
9    Jackie Bradley  BOS    OF   4400  3.00      5.307692     6.575011
10     Colby Rasmus   TB    OF   3400  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         20         0.0 0.00     5 0.376 0.238
5         12         0.0 0.00     9 0.320 0.158
6         25         0.0 0.00     1 0.287 0.103
7         24         0.0 0.00     7 0.326 0.204
8         26         0.0 0.00     2 0.335 0.152
9         13         0.0 0.00     8 0.252 0.102
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: 98.4 (10)"
        Lineup (141) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2      Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3      Yadier Molina  STL     C   3500 12.00      5.050000     4.148240
4     Matt Carpenter  STL    1B   4400  8.00      7.400000     6.021016
5        Jedd Gyorko  STL 2B/3B   4100  3.00     11.000000    10.013324
6      Yunel Escobar  LAA    3B   3000 12.00      6.520000     6.558201
7        Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
9      Dexter Fowler  STL    OF   4400 12.00      7.173913     8.299245
10  Stephen Piscotty  STL    OF   4100  0.00      7.714286     6.761234
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         25         0.0 0.00     1 0.287 0.103
7         15         0.0 0.00     1 0.358 0.174
8         23         0.0 0.00     2 0.354 0.129
9         23         0.0 0.00     1 0.292 0.167
10        21         0.0 0.00     2 0.357 0.147

[1] "Total fpts: 98.3 (11)"
          Lineup (1) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
2         Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3        JT Realmuto  MIA     C   3700  3.0      6.952381     7.276511
4     Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.0      5.000000     3.755697
6      Manny Machado  BAL    3B   5100 26.0      8.076923     7.488247
7    Xander Bogaerts  BOS    SS   5000  5.0      7.750000     4.700224
8       Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.0      7.739130     6.253853
10        Seth Smith  BAL    OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: 93.3 (12)"
      Lineup (137) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
2       Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3       Jett Bandy  MIL     C   2700  0.0      9.571429     7.165240
4   Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5   Dustin Pedroia  BOS    2B   4300 16.0      5.000000     3.755697
6      Travis Shaw  MIL    3B   3700 19.0      9.375000     8.731813
7    Orlando Arcia  MIL    SS   3400  5.0      6.041667     7.135211
8     Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9     Keon Broxton  MIL    OF   3800 27.0      6.315789     7.211508
10 Domingo Santana  MIL    OF   3400  7.0      8.450000     7.674119
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         14         0.0 0.00     6 0.431 0.294
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         24         0.0 0.00     4 0.353 0.283
7         24         0.0 0.00     8 0.286 0.172
8         22         0.0 0.00     3 0.348 0.141
9         19         0.0 0.00     7 0.269 0.125
10        20         0.0 0.00     5 0.332 0.250

[1] "Total fpts: 82.3 (13)"
         Lineup (18) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
2         Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3  Christian Vazquez  BOS     C   2800  3.0      6.909091     9.300049
4     Mitch Moreland  BOS    1B   4000  0.0      7.500000     6.814307
5      Josh Rutledge  BOS 2B/3B   2800  6.0           NaN           NA
6      Manny Machado  BAL    3B   5100 26.0      8.076923     7.488247
7    Xander Bogaerts  BOS    SS   5000  5.0      7.750000     4.700224
8     Jackie Bradley  BOS    OF   4400  3.0      5.307692     6.575011
9   Christian Yelich  MIA    OF   4400  4.0      8.600000     7.691987
10        Seth Smith  BAL    OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         24         0.0 0.00     6 0.365 0.194
5          0         0.0 0.00     7 0.113 0.000
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     5 0.351 0.048
8         13         0.0 0.00     8 0.252 0.102
9         25         0.0 0.00     3 0.304 0.119
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: 79.4 (14)"
       Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2     Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
3     Yadier Molina  STL     C   3500 12.00      5.050000     4.148240
4    Matt Carpenter  STL    1B   4400  8.00      7.400000     6.021016
5       Jedd Gyorko  STL 2B/3B   4100  3.00     11.000000    10.013324
6    Derek Dietrich  MIA    3B   3000  0.00      4.769231     5.804508
7      Aledmys Diaz  STL    SS   4100 13.00      6.600000     9.626717
8        Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
9       Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
10 Stephen Piscotty  STL    OF   4100  0.00      7.714286     6.761234
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         13         0.0 0.00     8 0.291 0.063
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     2 0.335 0.152
9         26         0.0 0.00     5 0.245 0.095
10        21         0.0 0.00     2 0.357 0.147

[1] "Total fpts: 79.3 (15)"
          Lineup (2) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
2         Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3  Christian Vazquez  BOS   C   2800  3.0      6.909091     9.300049
4        Chris Davis  BAL  1B   4200  5.0      6.120000     6.313478
5    Jonathan Schoop  BAL  2B   4100 11.0      7.653846     5.549359
6      Manny Machado  BAL  3B   5100 26.0      8.076923     7.488247
7    Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8       Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9         Adam Jones  BAL  OF   4500  8.0      7.461538     6.463626
10       Mark Trumbo  BAL  OF   4300 10.0      5.923077     7.053641
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     2 0.335 0.152
10        26         0.0 0.00     5 0.245 0.095

[1] "Total fpts: 78.3 (16)"
          Lineup (27) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
2          Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3         JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4         Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5          Dee Gordon  MIA  2B   4500 15.0      8.409091     6.630802
6      Derek Dietrich  MIA  3B   3000  0.0      4.769231     5.804508
7  Adeiny Hechavarria  MIA  SS   2800  3.0      5.500000     6.259538
8        Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9         Mark Trumbo  BAL  OF   4300 10.0      5.923077     7.053641
10         Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     8 0.291 0.063
7         12         0.0 0.00     9 0.288 0.077
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     5 0.245 0.095
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: 73 (17)"
      Lineup (105) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
2    Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3      Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4   Logan Morrison   TB  1B   3300  3.00      9.050000     7.674119
5      Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6    Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7  Xander Bogaerts  BOS  SS   5000  5.00      7.750000     4.700224
8       Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9  Kevin Kiermaier   TB  OF   3500  7.00      5.760000     6.784050
10    Colby Rasmus   TB  OF   3400  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.0 1.84    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     5 0.351 0.048
8         26         0.0 0.00     2 0.335 0.152
9         25         0.0 0.00     2 0.261 0.073
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: 68.4 (18)"
         Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2       Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
3         JT Realmuto  MIA   C   3700  3.00      6.952381     7.276511
4         Justin Bour  MIA  1B   3200  7.00      6.347826     8.348155
5          Dee Gordon  MIA  2B   4500 15.00      8.409091     6.630802
6      Derek Dietrich  MIA  3B   3000  0.00      4.769231     5.804508
7  Adeiny Hechavarria  MIA  SS   2800  3.00      5.500000     6.259538
8         Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9   Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
10     Jackie Bradley  BOS  OF   4400  3.00      5.307692     6.575011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     8 0.291 0.063
7         12         0.0 0.00     9 0.288 0.077
8         26         0.0 0.00     4 0.425 0.276
9         23         0.0 0.00     2 0.354 0.129
10        13         0.0 0.00     8 0.252 0.102

[1] "Total fpts: 67.3 (19)"
         Lineup (13) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
2         Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3        JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4        Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5    Jonathan Schoop  BAL  2B   4100 11.0      7.653846     5.549359
6      Manny Machado  BAL  3B   5100 26.0      8.076923     7.488247
7    Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8  Giancarlo Stanton  MIA  OF   4600  0.0      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.0      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     5 0.351 0.048
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: 66.3 (20)"
         Lineup (66) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
2         Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3      Juan Graterol  LAA     C   2300  7.0           NaN           NA
4     Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5     Danny Espinosa  LAA    2B   2800  4.0      5.739130     6.736720
6      Manny Machado  BAL    3B   5100 26.0      8.076923     7.488247
7  Andrelton Simmons  LAA    SS   3300  2.0      6.200000     5.866572
8       Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9     Cameron Maybin  LAA    OF   3600  5.0      7.111111     5.624410
10        Ben Revere  LAA    OF   3000  3.0      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         21         0.0 0.00     4 0.341 0.202
5         23         0.0 0.00     7 0.231 0.129
6         26         0.0 0.00     3 0.334 0.235
7         25         0.0 0.00     5 0.328 0.108
8         22         0.0 0.00     3 0.348 0.141
9         18         0.0 0.00     6 0.287 0.085
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: 59.3 (21)"
       Lineup (69) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
2       Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3    Juan Graterol  LAA   C   2300  7.0           NaN           NA
4    Albert Pujols  LAA  1B   4100  5.0      7.200000     6.304760
5   Dustin Pedroia  BOS  2B   4300 16.0      5.000000     3.755697
6    Yunel Escobar  LAA  3B   3000 12.0      6.520000     6.558201
7  Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8     Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9     Kole Calhoun  LAA  OF   3600  0.0      7.480000     6.449289
10      Ben Revere  LAA  OF   3000  3.0      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         25         0.0 0.00     3 0.280 0.115
5         20         0.0 0.00     1 0.297 0.012
6         25         0.0 0.00     1 0.287 0.103
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         25         0.0 0.00     2 0.325 0.143
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: 47.3 (22)"
          Lineup (24) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
2          Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3        Caleb Joseph  BAL     C   2800  3.0      4.333333     6.614378
4      Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5          Dee Gordon  MIA    2B   4500 15.0      8.409091     6.630802
6        Martin Prado  MIA    3B   3500  3.0      7.000000     4.490731
7  Adeiny Hechavarria  MIA    SS   2800  3.0      5.500000     6.259538
8        Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9   Giancarlo Stanton  MIA    OF   4600  0.0      9.000000     9.329709
10   Christian Yelich  MIA    OF   4400  4.0      8.600000     7.691987
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         21         0.0 0.00     4 0.341 0.202
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     2 0.329 0.154
7         12         0.0 0.00     9 0.288 0.077
8         22         0.0 0.00     3 0.348 0.141
9         24         0.0 0.00     4 0.353 0.250
10        25         0.0 0.00     3 0.304 0.119

[1] "Total fpts: 41.3 (23)"
       Lineup (26) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
2       Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3      JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4   Logan Morrison   TB  1B   3300  3.0      9.050000     7.674119
5      Brad Miller   TB  2B   3700  4.0      7.583333     7.076702
6    Evan Longoria   TB  3B   4000  5.0      6.760000     6.495383
7  Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8     Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9  Corey Dickerson   TB  OF   3800  3.0      9.000000     6.324555
10 Kevin Kiermaier   TB  OF   3500  7.0      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: 21.05 (24)"
        Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
2      Kyle Kendrick  BOS   P   5500 -7.00           NaN           NA
3        JT Realmuto  MIA   C   3700  3.00      6.952381     7.276511
4        Justin Bour  MIA  1B   3200  7.00      6.347826     8.348155
5        Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6     Derek Dietrich  MIA  3B   3000  0.00      4.769231     5.804508
7    Xander Bogaerts  BOS  SS   5000  5.00      7.750000     4.700224
8  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
9  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
10     Marcell Ozuna  MIA  OF   3800  5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           5 1.84    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         21           0 0.00     7 0.358 0.136
4         23           0 0.00     6 0.299 0.165
5         24           0 0.00     4 0.331 0.126
6         13           0 0.00     8 0.291 0.063
7         20           0 0.00     5 0.351 0.048
8         23           0 0.00     2 0.354 0.129
9         24           0 0.00     4 0.353 0.250
10        25           0 0.00     5 0.393 0.270

[1] "Total fpts: NA (25)"
       Lineup (3) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2      Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3    Caleb Joseph  BAL   C   2800  3.0      4.333333     6.614378
4     Chris Davis  BAL  1B   4200  5.0      6.120000     6.313478
5  Dustin Pedroia  BOS  2B   4300 16.0      5.000000     3.755697
6   Manny Machado  BAL  3B   5100 26.0      8.076923     7.488247
7    Aledmys Diaz  STL  SS   4100 13.0      6.600000     9.626717
8    Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9      Adam Jones  BAL  OF   4500  8.0      7.461538     6.463626
10     Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     4 0.317 0.157
5         20         0.0 0.00     1 0.297 0.012
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     2 0.335 0.152
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (26)"
       Lineup (5) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2  Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3     JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4     Chris Davis  BAL  1B   4200  5.0      6.120000     6.313478
5   Robinson Cano  SEA  2B   4600  2.0      8.592593     7.407165
6   Manny Machado  BAL  3B   5100 26.0      8.076923     7.488247
7     Jean Segura  SEA  SS   4600 16.0     11.200000     9.143304
8      Adam Jones  BAL  OF   4500  8.0      7.461538     6.463626
9     Mark Trumbo  BAL  OF   4300 10.0      5.923077     7.053641
10     Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         25         0.0 0.00     4 0.317 0.157
5         27         0.0 0.00     3 0.346 0.198
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     2 0.335 0.152
9         26         0.0 0.00     5 0.245 0.095
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (27)"
          Lineup (6) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2     Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3       Caleb Joseph  BAL   C   2800  3.0      4.333333     6.614378
4        Chris Davis  BAL  1B   4200  5.0      6.120000     6.313478
5         Dee Gordon  MIA  2B   4500 15.0      8.409091     6.630802
6      Manny Machado  BAL  3B   5100 26.0      8.076923     7.488247
7    Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8  Andrew Benintendi  BOS  OF   4600  0.0      7.739130     6.253853
9         Adam Jones  BAL  OF   4500  8.0      7.461538     6.463626
10        Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     4 0.317 0.157
5         22         0.0 0.00     1 0.307 0.076
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     5 0.351 0.048
8         23         0.0 0.00     2 0.354 0.129
9         26         0.0 0.00     2 0.335 0.152
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (28)"
          Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
2         Alex Meyer  LAA   P   5300 -2.20           NaN           NA
3  Christian Vazquez  BOS   C   2800  3.00      6.909091     9.300049
4    Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5     Dustin Pedroia  BOS  2B   4300 16.00      5.000000     3.755697
6      Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7       Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8       Mookie Betts  BOS  OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
10    Jackie Bradley  BOS  OF   4400  3.00      5.307692     6.575011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         25         0.0 0.00     3 0.517 0.411
5         20         0.0 0.00     1 0.297 0.012
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        13         0.0 0.00     8 0.252 0.102

[1] "Total fpts: NA (29)"
          Lineup (8) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL    P   8100   NA     10.800000     6.690198
2         Alex Meyer  LAA    P   5300 -2.2           NaN           NA
3        JT Realmuto  MIA    C   3700  3.0      6.952381     7.276511
4        Chris Davis  BAL   1B   4200  5.0      6.120000     6.313478
5    Jonathan Schoop  BAL   2B   4100 11.0      7.653846     5.549359
6      Manny Machado  BAL   3B   5100 26.0      8.076923     7.488247
7       Aledmys Diaz  STL   SS   4100 13.0      6.600000     9.626717
8  Andrew Benintendi  BOS   OF   4600  0.0      7.739130     6.253853
9        Mark Trumbo  BAL   OF   4300 10.0      5.923077     7.053641
10      Hyun Soo Kim <NA> <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         23         0.0 0.00     2 0.354 0.129
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (30)"
         Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
2        Alex Meyer  LAA   P   5300 -2.20           NaN           NA
3     Yadier Molina  STL   C   3500 12.00      5.050000     4.148240
4       Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5       Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6     Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7  Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8        Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9       Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10       Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         25         0.0 0.00     4 0.317 0.157
5         24         0.0 0.00     4 0.331 0.126
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     2 0.313 0.119
8         26         0.0 0.00     2 0.335 0.152
9         26         0.0 0.00     5 0.245 0.095
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (31)"
         Lineup (10) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
2     Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
3  Christian Vazquez  BOS     C   2800  3.0      6.909091     9.300049
4     Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.0      5.000000     3.755697
6        Kyle Seager  SEA    3B   4300 10.0      6.086957     5.071427
7        Jean Segura  SEA    SS   4600 16.0     11.200000     9.143304
8       Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.0      7.739130     6.253853
10       Mark Trumbo  BAL    OF   4300 10.0      5.923077     7.053641
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         23         0.0 0.00     5 0.322 0.122
7         15         0.0 0.00     1 0.358 0.174
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        26         0.0 0.00     5 0.245 0.095

[1] "Total fpts: NA (32)"
        Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2        Alex Meyer  LAA   P   5300 -2.20           NaN           NA
3      Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4   Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5        Dee Gordon  MIA  2B   4500 15.00      8.409091     6.630802
6     Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7          JJ Hardy  BAL  SS   3500  9.00      3.958333     5.187604
8        Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9  Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10       Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     3 0.517 0.411
5         22         0.0 0.00     1 0.307 0.076
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     8 0.222 0.068
8         26         0.0 0.00     2 0.335 0.152
9         25         0.0 0.00     3 0.304 0.119
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (33)"
         Lineup (12) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2         Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3  Christian Vazquez  BOS     C   2800  3.0      6.909091     9.300049
4     Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.0      5.000000     3.755697
6      Evan Longoria   TB    3B   4000  5.0      6.760000     6.495383
7   Asdrubal Cabrera  NYM    SS   3800   NA      8.000000     7.644265
8       Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.0      7.739130     6.253853
10        Adam Jones  BAL    OF   4500  8.0      7.461538     6.463626
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         25         0.0 0.00     3 0.285 0.162
7         24         0.0 0.00     2 0.313 0.119
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        26         0.0 0.00     2 0.335 0.152

[1] "Total fpts: NA (34)"
         Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL     P   8100    NA     10.800000     6.690198
2      Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3       Caleb Joseph  BAL     C   2800  3.00      4.333333     6.614378
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.00      5.000000     3.755697
6      Yunel Escobar  LAA    3B   3000 12.00      6.520000     6.558201
7    Xander Bogaerts  BOS    SS   5000  5.00      7.750000     4.700224
8       Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10        Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         25         0.0 0.00     1 0.287 0.103
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        26         0.0 0.00     2 0.335 0.152

[1] "Total fpts: NA (35)"
       Lineup (15) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
2       Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3     Caleb Joseph  BAL     C   2800  3.0      4.333333     6.614378
4   Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5  Jonathan Schoop  BAL    2B   4100 11.0      7.653846     5.549359
6    Evan Longoria   TB    3B   4000  5.0      6.760000     6.495383
7         JJ Hardy  BAL    SS   3500  9.0      3.958333     5.187604
8     Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9      Mark Trumbo  BAL    OF   4300 10.0      5.923077     7.053641
10    Hyun Soo Kim <NA>  <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         21         0.0 0.00     4 0.341 0.202
5         26         0.0 0.00     6 0.358 0.233
6         25         0.0 0.00     3 0.285 0.162
7         24         0.0 0.00     8 0.222 0.068
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (36)"
       Lineup (16) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Wheeler  NYM    P   9000    NA     13.090000     6.402675
2    Matt Andriese   TB    P   7400 30.95     12.960000     7.107689
3      Rene Rivera  NYM    C   2200    NA      6.000000     6.896054
4      Chris Davis  BAL   1B   4200  5.00      6.120000     6.313478
5  Jonathan Schoop  BAL   2B   4100 11.00      7.653846     5.549359
6    Manny Machado  BAL   3B   5100 26.00      8.076923     7.488247
7      Jean Segura  SEA   SS   4600 16.00     11.200000     9.143304
8     Mookie Betts  BOS   OF   5300  5.00      7.227273     7.879641
9      Mark Trumbo  BAL   OF   4300 10.00      5.923077     7.053641
10    Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (37)"
      Lineup (17) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
2  Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
3     Mike Zunino  SEA     C   3000  2.0      4.210526     3.489332
4  Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5   Robinson Cano  SEA    2B   4600  2.0      8.592593     7.407165
6   Manny Machado  BAL    3B   5100 26.0      8.076923     7.488247
7     Jean Segura  SEA    SS   4600 16.0     11.200000     9.143304
8    Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9    Jarrod Dyson  SEA    OF   3200  9.0      6.708333     4.894355
10      Ben Gamel  SEA    OF   3000 25.0      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         21         0.0 0.00     4 0.341 0.202
5         27         0.0 0.00     3 0.346 0.198
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         22         0.0 0.00     3 0.348 0.141
9         24         0.0 0.00     9 0.270 0.045
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (38)"
         Lineup (19) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
3       Caleb Joseph  BAL   C   2800    3      4.333333     6.614378
4     Mitch Moreland  BOS  1B   4000    0      7.500000     6.814307
5        Brad Miller   TB  2B   3700    4      7.583333     7.076702
6      Manny Machado  BAL  3B   5100   26      8.076923     7.488247
7           JJ Hardy  BAL  SS   3500    9      3.958333     5.187604
8  Giancarlo Stanton  MIA  OF   4600    0      9.000000     9.329709
9         Adam Jones  BAL  OF   4500    8      7.461538     6.463626
10        Seth Smith  BAL  OF   3700   29      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         24         0.0 0.00     6 0.365 0.194
5         24         0.0 0.00     4 0.331 0.126
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     8 0.222 0.068
8         24         0.0 0.00     4 0.353 0.250
9         26         0.0 0.00     2 0.335 0.152
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (39)"
        Lineup (20) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA    P   9600  4.45     15.700000    16.028295
2    Chase Anderson  MIL    P   6100  8.50     18.450000    10.776440
3       Mike Zunino  SEA    C   3000  2.00      4.210526     3.489332
4       Chris Davis  BAL   1B   4200  5.00      6.120000     6.313478
5   Jonathan Schoop  BAL   2B   4100 11.00      7.653846     5.549359
6     Manny Machado  BAL   3B   5100 26.00      8.076923     7.488247
7  Asdrubal Cabrera  NYM   SS   3800    NA      8.000000     7.644265
8  Christian Yelich  MIA   OF   4400  4.00      8.600000     7.691987
9       Mark Trumbo  BAL   OF   4300 10.00      5.923077     7.053641
10     Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     2 0.313 0.119
8         25         0.0 0.00     3 0.304 0.119
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (40)"
       Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2  Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3      Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4      Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5       Dee Gordon  MIA  2B   4500 15.00      8.409091     6.630802
6    Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7     Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8       Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9      Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10      Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         25         0.0 0.00     4 0.317 0.157
5         22         0.0 0.00     1 0.307 0.076
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     2 0.335 0.152
9         26         0.0 0.00     5 0.245 0.095
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (41)"
         Lineup (22) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
3       Derek Norris   TB   C   2800    7      4.950000     5.286278
4        Chris Davis  BAL  1B   4200    5      6.120000     6.313478
5    Jonathan Schoop  BAL  2B   4100   11      7.653846     5.549359
6      Manny Machado  BAL  3B   5100   26      8.076923     7.488247
7  Andrelton Simmons  LAA  SS   3300    2      6.200000     5.866572
8         Adam Jones  BAL  OF   4500    8      7.461538     6.463626
9   Christian Yelich  MIA  OF   4400    4      8.600000     7.691987
10       Mark Trumbo  BAL  OF   4300   10      5.923077     7.053641
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         25         0.0 0.00     5 0.328 0.108
8         26         0.0 0.00     2 0.335 0.152
9         25         0.0 0.00     3 0.304 0.119
10        26         0.0 0.00     5 0.245 0.095

[1] "Total fpts: NA (42)"
         Lineup (23) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL    P   8100   NA     10.800000     6.690198
2     Chase Anderson  MIL    P   6100  8.5     18.450000    10.776440
3       Caleb Joseph  BAL    C   2800  3.0      4.333333     6.614378
4    Freddie Freeman  ATL   1B   5200   NA     13.320000    10.699377
5    Jonathan Schoop  BAL   2B   4100 11.0      7.653846     5.549359
6        Kyle Seager  SEA   3B   4300 10.0      6.086957     5.071427
7           JJ Hardy  BAL   SS   3500  9.0      3.958333     5.187604
8  Andrew Benintendi  BOS   OF   4600  0.0      7.739130     6.253853
9       Hyun Soo Kim <NA> <NA>     NA   NA           NaN           NA
10        Seth Smith  BAL   OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     3 0.517 0.411
5         26         0.0 0.00     6 0.358 0.233
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.222 0.068
8         23         0.0 0.00     2 0.354 0.129
9          0          NA   NA    NA    NA    NA
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (43)"
        Lineup (29) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
2        Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3       Kurt Suzuki  ATL   C   2500   NA      6.500000     7.027723
4   Freddie Freeman  ATL  1B   5200   NA     13.320000    10.699377
5  Brandon Phillips  ATL  2B   4100   NA      8.142857     7.696010
6     Manny Machado  BAL  3B   5100 26.0      8.076923     7.488247
7   Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8      Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9         Matt Kemp  ATL  OF   4700   NA     11.933333    12.572457
10    Nick Markakis  ATL  OF   3600   NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.0 1.03    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     3 0.517 0.411
5         21         0.0 0.00     2 0.359 0.129
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         15         0.0 0.00     4 0.438 0.362
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (44)"
         Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2      Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3  Christian Vazquez  BOS     C   2800  3.00      6.909091     9.300049
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.00      5.000000     3.755697
6         Jose Reyes  NYM    3B   3900    NA      6.916667     7.353891
7  Andrelton Simmons  LAA    SS   3300  2.00      6.200000     5.866572
8       Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10        Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         24         0.0 0.00     6 0.273 0.155
7         25         0.0 0.00     5 0.328 0.108
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (45)"
      Lineup (31) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2      Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3    Caleb Joseph  BAL     C   2800  3.0      4.333333     6.614378
4  Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5  Dustin Pedroia  BOS    2B   4300 16.0      5.000000     3.755697
6      Jose Reyes  NYM    3B   3900   NA      6.916667     7.353891
7        JJ Hardy  BAL    SS   3500  9.0      3.958333     5.187604
8      Adam Jones  BAL    OF   4500  8.0      7.461538     6.463626
9    Hyun Soo Kim <NA>  <NA>     NA   NA           NaN           NA
10     Seth Smith  BAL    OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         24         0.0 0.00     6 0.273 0.155
7         24         0.0 0.00     8 0.222 0.068
8         26         0.0 0.00     2 0.335 0.152
9          0          NA   NA    NA    NA    NA
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (46)"
         Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
2    Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3  Christian Vazquez  BOS     C   2800  3.00      6.909091     9.300049
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.00      5.000000     3.755697
6      Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7           JJ Hardy  BAL    SS   3500  9.00      3.958333     5.187604
8       Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10      Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     8 0.222 0.068
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (47)"
        Lineup (36) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
2   Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3      Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4       Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5     Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6     Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7  Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8        Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9  Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10       Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     4 0.317 0.157
5         27         0.0 0.00     3 0.346 0.198
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     2 0.313 0.119
8         26         0.0 0.00     2 0.335 0.152
9         25         0.0 0.00     3 0.304 0.119
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (48)"
         Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2      Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
3  Christian Vazquez  BOS   C   2800  3.00      6.909091     9.300049
4        Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5     Dustin Pedroia  BOS  2B   4300 16.00      5.000000     3.755697
6      Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7        Tim Beckham   TB  SS   3000 32.00      7.083333     8.298332
8         Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9        Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10        Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         25         0.0 0.00     4 0.317 0.157
5         20         0.0 0.00     1 0.297 0.012
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     7 0.326 0.204
8         26         0.0 0.00     2 0.335 0.152
9         26         0.0 0.00     5 0.245 0.095
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (49)"
         Lineup (38) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2         Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3        JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4        Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5     Dustin Pedroia  BOS  2B   4300 16.0      5.000000     3.755697
6     Derek Dietrich  MIA  3B   3000  0.0      4.769231     5.804508
7       Aledmys Diaz  STL  SS   4100 13.0      6.600000     9.626717
8       Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9  Giancarlo Stanton  MIA  OF   4600  0.0      9.000000     9.329709
10     Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         20         0.0 0.00     1 0.297 0.012
6         13         0.0 0.00     8 0.291 0.063
7         20         0.0 0.00     6 0.270 0.188
8         22         0.0 0.00     3 0.348 0.141
9         24         0.0 0.00     4 0.353 0.250
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (50)"
         Lineup (39) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3  Christian Vazquez  BOS   C   2800  3.00      6.909091     9.300049
4        Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5     Dustin Pedroia  BOS  2B   4300 16.00      5.000000     3.755697
6      Yunel Escobar  LAA  3B   3000 12.00      6.520000     6.558201
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8       Mookie Betts  BOS  OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
10    Jackie Bradley  BOS  OF   4400  3.00      5.307692     6.575011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         25         0.0 0.00     4 0.317 0.157
5         20         0.0 0.00     1 0.297 0.012
6         25         0.0 0.00     1 0.287 0.103
7         24         0.0 0.00     2 0.313 0.119
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        13         0.0 0.00     8 0.252 0.102

[1] "Total fpts: NA (51)"
         Lineup (40) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2         Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3  Christian Vazquez  BOS   C   2800  3.0      6.909091     9.300049
4    Freddie Freeman  ATL  1B   5200   NA     13.320000    10.699377
5         Dee Gordon  MIA  2B   4500 15.0      8.409091     6.630802
6       Martin Prado  MIA  3B   3500  3.0      7.000000     4.490731
7    Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8  Giancarlo Stanton  MIA  OF   4600  0.0      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.0      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         25         0.0 0.00     3 0.517 0.411
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     2 0.329 0.154
7         20         0.0 0.00     5 0.351 0.048
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (52)"
        Lineup (41) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
2        Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3      Derek Norris   TB     C   2800  7.0      4.950000     5.286278
4    Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5  Daniel Robertson   TB 2B/3B   2500  2.0      4.333333     4.658001
6     Manny Machado  BAL    3B   5100 26.0      8.076923     7.488247
7       Tim Beckham   TB    SS   3000 32.0      7.083333     8.298332
8      Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9   Corey Dickerson   TB    OF   3800  3.0      9.000000     6.324555
10  Kevin Kiermaier   TB    OF   3500  7.0      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         21         0.0 0.00     4 0.341 0.202
5         12         0.0 0.00     9 0.320 0.158
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     7 0.326 0.204
8         22         0.0 0.00     3 0.348 0.141
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (53)"
         Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM     P   9000    NA     13.090000     6.402675
2    Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3        Rene Rivera  NYM     C   2200    NA      6.000000     6.896054
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.00      5.000000     3.755697
6        Kyle Seager  SEA    3B   4300 10.00      6.086957     5.071427
7    Xander Bogaerts  BOS    SS   5000  5.00      7.750000     4.700224
8       Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10      Juan Lagares  NYM    OF   2600    NA      2.400000     1.816590
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10         5         0.0 0.00     8 0.247 0.035

[1] "Total fpts: NA (54)"
         Lineup (43) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Andriese   TB    P   7400 30.95     12.960000     7.107689
2     Chase Anderson  MIL    P   6100  8.50     18.450000    10.776440
3  Christian Vazquez  BOS    C   2800  3.00      6.909091     9.300049
4        Chris Davis  BAL   1B   4200  5.00      6.120000     6.313478
5    Jonathan Schoop  BAL   2B   4100 11.00      7.653846     5.549359
6         Jose Reyes  NYM   3B   3900    NA      6.916667     7.353891
7           JJ Hardy  BAL   SS   3500  9.00      3.958333     5.187604
8  Andrew Benintendi  BOS   OF   4600  0.00      7.739130     6.253853
9        Mark Trumbo  BAL   OF   4300 10.00      5.923077     7.053641
10      Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         24         0.0 0.00     6 0.273 0.155
7         24         0.0 0.00     8 0.222 0.068
8         23         0.0 0.00     2 0.354 0.129
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (55)"
         Lineup (44) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ariel Miranda  SEA    P   7700 20.95     14.660000    11.464423
2    Adam Wainwright  STL    P   7400  4.05     10.930000    11.106901
3      Yadier Molina  STL    C   3500 12.00      5.050000     4.148240
4        Chris Davis  BAL   1B   4200  5.00      6.120000     6.313478
5    Jonathan Schoop  BAL   2B   4100 11.00      7.653846     5.549359
6      Manny Machado  BAL   3B   5100 26.00      8.076923     7.488247
7    Xander Bogaerts  BOS   SS   5000  5.00      7.750000     4.700224
8  Giancarlo Stanton  MIA   OF   4600  0.00      9.000000     9.329709
9        Mark Trumbo  BAL   OF   4300 10.00      5.923077     7.053641
10      Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     5 0.351 0.048
8         24         0.0 0.00     4 0.353 0.250
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (56)"
       Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Wheeler  NYM     P   9000    NA     13.090000     6.402675
2    Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3     Caleb Joseph  BAL     C   2800  3.00      4.333333     6.614378
4    Wilmer Flores  NYM 1B/3B   3000    NA      6.571429     7.721337
5  Jonathan Schoop  BAL    2B   4100 11.00      7.653846     5.549359
6    Yunel Escobar  LAA    3B   3000 12.00      6.520000     6.558201
7         JJ Hardy  BAL    SS   3500  9.00      3.958333     5.187604
8     Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9     Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
10      Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4          7         0.0 0.00     4 0.222 0.167
5         26         0.0 0.00     6 0.358 0.233
6         25         0.0 0.00     1 0.287 0.103
7         24         0.0 0.00     8 0.222 0.068
8         22         0.0 0.00     3 0.348 0.141
9          0          NA   NA    NA    NA    NA
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (57)"
       Lineup (46) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2   Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3      JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4   Danny Valencia  SEA  1B   3500 29.0      4.500000     4.662279
5    Robinson Cano  SEA  2B   4600  2.0      8.592593     7.407165
6      Kyle Seager  SEA  3B   4300 10.0      6.086957     5.071427
7  Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8     Mookie Betts  BOS  OF   5300  5.0      7.227273     7.879641
9      Nelson Cruz  SEA  OF   4800 12.0     10.384615     8.045257
10       Ben Gamel  SEA  OF   3000 25.0      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         20         0.0 0.00     6 0.263 0.150
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     4 0.425 0.276
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (58)"
        Lineup (47) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Wheeler  NYM    P   9000   NA     13.090000     6.402675
2        Alex Meyer  LAA    P   5300 -2.2           NaN           NA
3     Yadier Molina  STL    C   3500 12.0      5.050000     4.148240
4       Chris Davis  BAL   1B   4200  5.0      6.120000     6.313478
5   Jonathan Schoop  BAL   2B   4100 11.0      7.653846     5.549359
6     Yunel Escobar  LAA   3B   3000 12.0      6.520000     6.558201
7          JJ Hardy  BAL   SS   3500  9.0      3.958333     5.187604
8  Christian Yelich  MIA   OF   4400  4.0      8.600000     7.691987
9       Mark Trumbo  BAL   OF   4300 10.0      5.923077     7.053641
10     Hyun Soo Kim <NA> <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         25         0.0 0.00     1 0.287 0.103
7         24         0.0 0.00     8 0.222 0.068
8         25         0.0 0.00     3 0.304 0.119
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (59)"
         Lineup (48) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2     Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3        JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4        Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5      Robinson Cano  SEA  2B   4600  2.0      8.592593     7.407165
6     Derek Dietrich  MIA  3B   3000  0.0      4.769231     5.804508
7        Jean Segura  SEA  SS   4600 16.0     11.200000     9.143304
8  Giancarlo Stanton  MIA  OF   4600  0.0      9.000000     9.329709
9      Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
10        Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         27         0.0 0.00     3 0.346 0.198
6         13         0.0 0.00     8 0.291 0.063
7         15         0.0 0.00     1 0.358 0.174
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     5 0.393 0.270
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (60)"
       Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2    Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3     Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4   Logan Morrison   TB  1B   3300  3.00      9.050000     7.674119
5      Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6    Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7     Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8  Corey Dickerson   TB  OF   3800  3.00      9.000000     6.324555
9       Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
10 Kevin Kiermaier   TB  OF   3500  7.00      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     6 0.270 0.188
8         22         0.0 0.00     1 0.414 0.278
9         12         0.0 0.00     1 0.345 0.222
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (61)"
       Lineup (50) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dan Straily  MIA    P   9600  4.45     15.700000    16.028295
2     Jaime Garcia  ATL    P   8100    NA     10.800000     6.690198
3      Kurt Suzuki  ATL    C   2500    NA      6.500000     7.027723
4      Chris Davis  BAL   1B   4200  5.00      6.120000     6.313478
5  Jonathan Schoop  BAL   2B   4100 11.00      7.653846     5.549359
6      Kyle Seager  SEA   3B   4300 10.00      6.086957     5.071427
7         JJ Hardy  BAL   SS   3500  9.00      3.958333     5.187604
8     Mookie Betts  BOS   OF   5300  5.00      7.227273     7.879641
9      Mark Trumbo  BAL   OF   4300 10.00      5.923077     7.053641
10    Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     4 0.317 0.157
5         26         0.0 0.00     6 0.358 0.233
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.222 0.068
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (62)"
         Lineup (51) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2     Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3       Caleb Joseph  BAL   C   2800  3.0      4.333333     6.614378
4        Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5     Dustin Pedroia  BOS  2B   4300 16.0      5.000000     3.755697
6       Martin Prado  MIA  3B   3500  3.0      7.000000     4.490731
7        Jean Segura  SEA  SS   4600 16.0     11.200000     9.143304
8  Giancarlo Stanton  MIA  OF   4600  0.0      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.0      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         23         0.0 0.00     6 0.299 0.165
5         20         0.0 0.00     1 0.297 0.012
6         13         0.0 0.00     2 0.329 0.154
7         15         0.0 0.00     1 0.358 0.174
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (63)"
         Lineup (52) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
3  Christian Vazquez  BOS   C   2800    3      6.909091     9.300049
4        Justin Bour  MIA  1B   3200    7      6.347826     8.348155
5     Dustin Pedroia  BOS  2B   4300   16      5.000000     3.755697
6     Derek Dietrich  MIA  3B   3000    0      4.769231     5.804508
7           JJ Hardy  BAL  SS   3500    9      3.958333     5.187604
8       Mookie Betts  BOS  OF   5300    5      7.227273     7.879641
9  Andrew Benintendi  BOS  OF   4600    0      7.739130     6.253853
10    Jackie Bradley  BOS  OF   4400    3      5.307692     6.575011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         23         0.0 0.00     6 0.299 0.165
5         20         0.0 0.00     1 0.297 0.012
6         13         0.0 0.00     8 0.291 0.063
7         24         0.0 0.00     8 0.222 0.068
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10        13         0.0 0.00     8 0.252 0.102

[1] "Total fpts: NA (64)"
     Lineup (53) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1   Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675         5
2   Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198         5
3   Caleb Joseph  BAL   C   2800    3      4.333333     6.614378         9
4    Chris Davis  BAL  1B   4200    5      6.120000     6.313478        25
5  Robinson Cano  SEA  2B   4600    2      8.592593     7.407165        27
6    Kyle Seager  SEA  3B   4300   10      6.086957     5.071427        23
7    Jean Segura  SEA  SS   4600   16     11.200000     9.143304        15
8    Nelson Cruz  SEA  OF   4800   12     10.384615     8.045257        26
9    Mark Trumbo  BAL  OF   4300   10      5.923077     7.053641        26
10     Ben Gamel  SEA  OF   3000   25      8.285714     6.447591         7
   Avg_Innings WHIP Order  wOBA   ISO
1          5.3 1.22    NA 0.000 0.000
2          5.9 1.33    NA 0.000 0.000
3          0.0 0.00     9 0.223 0.156
4          0.0 0.00     4 0.317 0.157
5          0.0 0.00     3 0.346 0.198
6          0.0 0.00     5 0.322 0.122
7          0.0 0.00     1 0.358 0.174
8          0.0 0.00     4 0.425 0.276
9          0.0 0.00     5 0.245 0.095
10         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (65)"
       Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
2   Chase Anderson  MIL     P   6100  8.50     18.450000    10.776440
3     Caleb Joseph  BAL     C   2800  3.00      4.333333     6.614378
4    Wilmer Flores  NYM 1B/3B   3000    NA      6.571429     7.721337
5       Dee Gordon  MIA    2B   4500 15.00      8.409091     6.630802
6    Evan Longoria   TB    3B   4000  5.00      6.760000     6.495383
7         JJ Hardy  BAL    SS   3500  9.00      3.958333     5.187604
8       Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
9     Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
10      Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           5 1.84    NA 0.000 0.000
2          4           6 1.03    NA 0.000 0.000
3          9           0 0.00     9 0.223 0.156
4          7           0 0.00     4 0.222 0.167
5         22           0 0.00     1 0.307 0.076
6         25           0 0.00     3 0.285 0.162
7         24           0 0.00     8 0.222 0.068
8         26           0 0.00     2 0.335 0.152
9          0          NA   NA    NA    NA    NA
10        12           0 0.00     1 0.345 0.222

[1] "Total fpts: NA (66)"
         Lineup (56) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA    P   9600  4.45     15.700000    16.028295
2         Alex Meyer  LAA    P   5300 -2.20           NaN           NA
3       Caleb Joseph  BAL    C   2800  3.00      4.333333     6.614378
4     Mitch Moreland  BOS   1B   4000  0.00      7.500000     6.814307
5    Jonathan Schoop  BAL   2B   4100 11.00      7.653846     5.549359
6     Derek Dietrich  MIA   3B   3000  0.00      4.769231     5.804508
7           JJ Hardy  BAL   SS   3500  9.00      3.958333     5.187604
8  Giancarlo Stanton  MIA   OF   4600  0.00      9.000000     9.329709
9       Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
10        Seth Smith  BAL   OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         24         0.0 0.00     6 0.365 0.194
5         26         0.0 0.00     6 0.358 0.233
6         13         0.0 0.00     8 0.291 0.063
7         24         0.0 0.00     8 0.222 0.068
8         24         0.0 0.00     4 0.353 0.250
9          0          NA   NA    NA    NA    NA
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (67)"
       Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jaime Garcia  ATL     P   8100    NA     10.800000     6.690198
2    Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3      Kurt Suzuki  ATL     C   2500    NA      6.500000     7.027723
4  Freddie Freeman  ATL    1B   5200    NA     13.320000    10.699377
5    Jace Peterson  ATL 2B/OF   3000    NA      4.928571     3.751190
6    Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7     Aledmys Diaz  STL    SS   4100 13.00      6.600000     9.626717
8        Matt Kemp  ATL    OF   4700    NA     11.933333    12.572457
9       Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
10   Nick Markakis  ATL    OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     3 0.517 0.411
5         14         0.0 0.00     7 0.313 0.107
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         15         0.0 0.00     4 0.438 0.362
9         12         0.0 0.00     1 0.345 0.222
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (68)"
       Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2    Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3      Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4  Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5    Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6    Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7      Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8      Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9     Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
10       Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         25         0.0 0.00     3 0.517 0.411
5         27         0.0 0.00     3 0.346 0.198
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     4 0.425 0.276
9         24         0.0 0.00     9 0.270 0.045
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (69)"
     Lineup (59) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dan Straily  MIA    P   9600  4.45     15.700000    16.028295
2   Jaime Garcia  ATL    P   8100    NA     10.800000     6.690198
3   Caleb Joseph  BAL    C   2800  3.00      4.333333     6.614378
4    Justin Bour  MIA   1B   3200  7.00      6.347826     8.348155
5  Robinson Cano  SEA   2B   4600  2.00      8.592593     7.407165
6  Yunel Escobar  LAA   3B   3000 12.00      6.520000     6.558201
7       JJ Hardy  BAL   SS   3500  9.00      3.958333     5.187604
8     Adam Jones  BAL   OF   4500  8.00      7.461538     6.463626
9   Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
10    Seth Smith  BAL   OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         23         0.0 0.00     6 0.299 0.165
5         27         0.0 0.00     3 0.346 0.198
6         25         0.0 0.00     1 0.287 0.103
7         24         0.0 0.00     8 0.222 0.068
8         26         0.0 0.00     2 0.335 0.152
9          0          NA   NA    NA    NA    NA
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (70)"
         Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL     P   8100    NA     10.800000     6.690198
2      Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3  Christian Vazquez  BOS     C   2800  3.00      6.909091     9.300049
4     Mitch Moreland  BOS    1B   4000  0.00      7.500000     6.814307
5      Josh Rutledge  BOS 2B/3B   2800  6.00           NaN           NA
6        Kyle Seager  SEA    3B   4300 10.00      6.086957     5.071427
7    Xander Bogaerts  BOS    SS   5000  5.00      7.750000     4.700224
8         Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
9     Jackie Bradley  BOS    OF   4400  3.00      5.307692     6.575011
10       Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         24         0.0 0.00     6 0.365 0.194
5          0         0.0 0.00     7 0.113 0.000
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     5 0.351 0.048
8         26         0.0 0.00     2 0.335 0.152
9         13         0.0 0.00     8 0.252 0.102
10        26         0.0 0.00     5 0.245 0.095

[1] "Total fpts: NA (71)"
          Lineup (61) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2        Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
3       Yadier Molina  STL   C   3500   12      5.050000     4.148240
4         Chris Davis  BAL  1B   4200    5      6.120000     6.313478
5          Dee Gordon  MIA  2B   4500   15      8.409091     6.630802
6        Martin Prado  MIA  3B   3500    3      7.000000     4.490731
7  Adeiny Hechavarria  MIA  SS   2800    3      5.500000     6.259538
8   Giancarlo Stanton  MIA  OF   4600    0      9.000000     9.329709
9    Christian Yelich  MIA  OF   4400    4      8.600000     7.691987
10         Seth Smith  BAL  OF   3700   29      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         25         0.0 0.00     4 0.317 0.157
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     2 0.329 0.154
7         12         0.0 0.00     9 0.288 0.077
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (72)"
         Lineup (62) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL     P   8100    NA     10.800000     6.690198
2    Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3      Yadier Molina  STL     C   3500 12.00      5.050000     4.148240
4     Matt Carpenter  STL    1B   4400  8.00      7.400000     6.021016
5        Jedd Gyorko  STL 2B/3B   4100  3.00     11.000000    10.013324
6      Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7       Aledmys Diaz  STL    SS   4100 13.00      6.600000     9.626717
8  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
9        Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
10    Randal Grichuk  STL    OF   3800  2.00      6.227273     6.054765
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         26         0.0 0.00     3 0.334 0.235
7         20         0.0 0.00     6 0.270 0.188
8         23         0.0 0.00     2 0.354 0.129
9         26         0.0 0.00     5 0.245 0.095
10        22         0.0 0.00     7 0.283 0.135

[1] "Total fpts: NA (73)"
         Lineup (63) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2     Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3  Christian Vazquez  BOS   C   2800  3.0      6.909091     9.300049
4     Logan Morrison   TB  1B   3300  3.0      9.050000     7.674119
5        Brad Miller   TB  2B   3700  4.0      7.583333     7.076702
6      Evan Longoria   TB  3B   4000  5.0      6.760000     6.495383
7        Jean Segura  SEA  SS   4600 16.0     11.200000     9.143304
8        Mark Trumbo  BAL  OF   4300 10.0      5.923077     7.053641
9    Kevin Kiermaier   TB  OF   3500  7.0      5.760000     6.784050
10      Colby Rasmus   TB  OF   3400  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     5 0.245 0.095
9         25         0.0 0.00     2 0.261 0.073
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (74)"
         Lineup (64) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2         Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3      Yadier Molina  STL   C   3500 12.0      5.050000     4.148240
4        Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5        Brad Miller   TB  2B   3700  4.0      7.583333     7.076702
6       Martin Prado  MIA  3B   3500  3.0      7.000000     4.490731
7       Aledmys Diaz  STL  SS   4100 13.0      6.600000     9.626717
8  Giancarlo Stanton  MIA  OF   4600  0.0      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.0      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         23         0.0 0.00     6 0.299 0.165
5         24         0.0 0.00     4 0.331 0.126
6         13         0.0 0.00     2 0.329 0.154
7         20         0.0 0.00     6 0.270 0.188
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (75)"
         Lineup (67) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM    P   9000   NA     13.090000     6.402675
2       Jaime Garcia  ATL    P   8100   NA     10.800000     6.690198
3       Caleb Joseph  BAL    C   2800    3      4.333333     6.614378
4        Justin Bour  MIA   1B   3200    7      6.347826     8.348155
5    Jonathan Schoop  BAL   2B   4100   11      7.653846     5.549359
6       Martin Prado  MIA   3B   3500    3      7.000000     4.490731
7           JJ Hardy  BAL   SS   3500    9      3.958333     5.187604
8  Giancarlo Stanton  MIA   OF   4600    0      9.000000     9.329709
9        Mark Trumbo  BAL   OF   4300   10      5.923077     7.053641
10      Hyun Soo Kim <NA> <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         23         0.0 0.00     6 0.299 0.165
5         26         0.0 0.00     6 0.358 0.233
6         13         0.0 0.00     2 0.329 0.154
7         24         0.0 0.00     8 0.222 0.068
8         24         0.0 0.00     4 0.353 0.250
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (76)"
         Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2      Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
3        Kurt Suzuki  ATL     C   2500    NA      6.500000     7.027723
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5     Dustin Pedroia  BOS    2B   4300 16.00      5.000000     3.755697
6     Derek Dietrich  MIA    3B   3000  0.00      4.769231     5.804508
7    Xander Bogaerts  BOS    SS   5000  5.00      7.750000     4.700224
8       Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10         Ben Gamel  SEA    OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         21         0.0 0.00     4 0.341 0.202
5         20         0.0 0.00     1 0.297 0.012
6         13         0.0 0.00     8 0.291 0.063
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         23         0.0 0.00     2 0.354 0.129
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (77)"
         Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3        Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4        Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5         Dee Gordon  MIA  2B   4500 15.00      8.409091     6.630802
6       Martin Prado  MIA  3B   3500  3.00      7.000000     4.490731
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         25         0.0 0.00     4 0.317 0.157
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     2 0.329 0.154
7         24         0.0 0.00     2 0.313 0.119
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (78)"
          Lineup (71) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2      Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3         JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4         Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5     Jonathan Schoop  BAL  2B   4100 11.0      7.653846     5.549359
6      Derek Dietrich  MIA  3B   3000  0.0      4.769231     5.804508
7  Adeiny Hechavarria  MIA  SS   2800  3.0      5.500000     6.259538
8   Andrew Benintendi  BOS  OF   4600  0.0      7.739130     6.253853
9          Adam Jones  BAL  OF   4500  8.0      7.461538     6.463626
10      Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         26         0.0 0.00     6 0.358 0.233
6         13         0.0 0.00     8 0.291 0.063
7         12         0.0 0.00     9 0.288 0.077
8         23         0.0 0.00     2 0.354 0.129
9         26         0.0 0.00     2 0.335 0.152
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (79)"
         Lineup (72) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2         Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3        JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4     Logan Morrison   TB  1B   3300  3.0      9.050000     7.674119
5        Brad Miller   TB  2B   3700  4.0      7.583333     7.076702
6      Evan Longoria   TB  3B   4000  5.0      6.760000     6.495383
7        Tim Beckham   TB  SS   3000 32.0      7.083333     8.298332
8  Andrew Benintendi  BOS  OF   4600  0.0      7.739130     6.253853
9         Adam Jones  BAL  OF   4500  8.0      7.461538     6.463626
10      Colby Rasmus   TB  OF   3400  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         24         0.0 0.00     7 0.326 0.204
8         23         0.0 0.00     2 0.354 0.129
9         26         0.0 0.00     2 0.335 0.152
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (80)"
        Lineup (73) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2        Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3     Yadier Molina  STL   C   3500 12.0      5.050000     4.148240
4    Logan Morrison   TB  1B   3300  3.0      9.050000     7.674119
5       Brad Miller   TB  2B   3700  4.0      7.583333     7.076702
6     Evan Longoria   TB  3B   4000  5.0      6.760000     6.495383
7  Asdrubal Cabrera  NYM  SS   3800   NA      8.000000     7.644265
8        Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
9   Kevin Kiermaier   TB  OF   3500  7.0      5.760000     6.784050
10     Colby Rasmus   TB  OF   3400  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         24         0.0 0.00     2 0.313 0.119
8         12         0.0 0.00     1 0.345 0.222
9         25         0.0 0.00     2 0.261 0.073
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (81)"
     Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2  Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3    Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4    Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5  Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6  Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7    Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8     Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
9   Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
10     Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         25         0.0 0.00     4 0.317 0.157
5         27         0.0 0.00     3 0.346 0.198
6         25         0.0 0.00     3 0.285 0.162
7         15         0.0 0.00     1 0.358 0.174
8         12         0.0 0.00     1 0.345 0.222
9         24         0.0 0.00     9 0.270 0.045
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (82)"
        Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
2    Chase Anderson  MIL     P   6100  8.50     18.450000    10.776440
3      Derek Norris   TB     C   2800  7.00      4.950000     5.286278
4   Freddie Freeman  ATL    1B   5200    NA     13.320000    10.699377
5  Daniel Robertson   TB 2B/3B   2500  2.00      4.333333     4.658001
6     Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7       Tim Beckham   TB    SS   3000 32.00      7.083333     8.298332
8       Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
9   Corey Dickerson   TB    OF   3800  3.00      9.000000     6.324555
10     Colby Rasmus   TB    OF   3400  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         25         0.0 0.00     3 0.517 0.411
5         12         0.0 0.00     9 0.320 0.158
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     7 0.326 0.204
8         26         0.0 0.00     5 0.245 0.095
9         22         0.0 0.00     1 0.414 0.278
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (83)"
         Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2       Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
3        JT Realmuto  MIA   C   3700  3.00      6.952381     7.276511
4        Justin Bour  MIA  1B   3200  7.00      6.347826     8.348155
5      Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7           JJ Hardy  BAL  SS   3500  9.00      3.958333     5.187604
8  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.222 0.068
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (84)"
        Lineup (77) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA    P   9600  4.45     15.700000    16.028295
2   Adam Wainwright  STL    P   7400  4.05     10.930000    11.106901
3      Caleb Joseph  BAL    C   2800  3.00      4.333333     6.614378
4   Freddie Freeman  ATL   1B   5200    NA     13.320000    10.699377
5   Jonathan Schoop  BAL   2B   4100 11.00      7.653846     5.549359
6        Jose Reyes  NYM   3B   3900    NA      6.916667     7.353891
7          JJ Hardy  BAL   SS   3500  9.00      3.958333     5.187604
8  Christian Yelich  MIA   OF   4400  4.00      8.600000     7.691987
9       Mark Trumbo  BAL   OF   4300 10.00      5.923077     7.053641
10     Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     3 0.517 0.411
5         26         0.0 0.00     6 0.358 0.233
6         24         0.0 0.00     6 0.273 0.155
7         24         0.0 0.00     8 0.222 0.068
8         25         0.0 0.00     3 0.304 0.119
9         26         0.0 0.00     5 0.245 0.095
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (85)"
        Lineup (78) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2        Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3      Derek Norris   TB     C   2800  7.0      4.950000     5.286278
4       Chris Davis  BAL    1B   4200  5.0      6.120000     6.313478
5  Daniel Robertson   TB 2B/3B   2500  2.0      4.333333     4.658001
6     Evan Longoria   TB    3B   4000  5.0      6.760000     6.495383
7      Aledmys Diaz  STL    SS   4100 13.0      6.600000     9.626717
8       Mark Trumbo  BAL    OF   4300 10.0      5.923077     7.053641
9   Corey Dickerson   TB    OF   3800  3.0      9.000000     6.324555
10  Kevin Kiermaier   TB    OF   3500  7.0      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         25         0.0 0.00     4 0.317 0.157
5         12         0.0 0.00     9 0.320 0.158
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     5 0.245 0.095
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (86)"
         Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM     P   9000    NA     13.090000     6.402675
2    Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3        Mike Zunino  SEA     C   3000  2.00      4.210526     3.489332
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5         Dee Gordon  MIA    2B   4500 15.00      8.409091     6.630802
6       Martin Prado  MIA    3B   3500  3.00      7.000000     4.490731
7        Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8  Giancarlo Stanton  MIA    OF   4600  0.00      9.000000     9.329709
9   Christian Yelich  MIA    OF   4400  4.00      8.600000     7.691987
10     Marcell Ozuna  MIA    OF   3800  5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         21         0.0 0.00     4 0.341 0.202
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     2 0.329 0.154
7         15         0.0 0.00     1 0.358 0.174
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (87)"
        Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2   Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3      Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4   Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5  Brandon Phillips  ATL  2B   4100    NA      8.142857     7.696010
6     Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7       Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8         Matt Kemp  ATL  OF   4700    NA     11.933333    12.572457
9    Ender Inciarte  ATL  OF   4200    NA      9.520000     8.732697
10    Nick Markakis  ATL  OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         25         0.0 0.00     3 0.517 0.411
5         21         0.0 0.00     2 0.359 0.129
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         15         0.0 0.00     4 0.438 0.362
9         25         0.0 0.00     1 0.313 0.186
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (88)"
      Lineup (81) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Ariel Miranda  SEA    P   7700 20.95     14.660000    11.464423
2   Matt Andriese   TB    P   7400 30.95     12.960000     7.107689
3    Caleb Joseph  BAL    C   2800  3.00      4.333333     6.614378
4  Logan Morrison   TB   1B   3300  3.00      9.050000     7.674119
5     Brad Miller   TB   2B   3700  4.00      7.583333     7.076702
6     Kyle Seager  SEA   3B   4300 10.00      6.086957     5.071427
7        JJ Hardy  BAL   SS   3500  9.00      3.958333     5.187604
8      Adam Jones  BAL   OF   4500  8.00      7.461538     6.463626
9    Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
10     Seth Smith  BAL   OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.222 0.068
8         26         0.0 0.00     2 0.335 0.152
9          0          NA   NA    NA    NA    NA
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (89)"
      Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2   Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3    Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4  Logan Morrison   TB  1B   3300  3.00      9.050000     7.674119
5     Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6   Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7     Tim Beckham   TB  SS   3000 32.00      7.083333     8.298332
8    Mookie Betts  BOS  OF   5300  5.00      7.227273     7.879641
9     Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10   Colby Rasmus   TB  OF   3400  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         24         0.0 0.00     7 0.326 0.204
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     5 0.245 0.095
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (90)"
         Lineup (83) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3       Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5      Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7       Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8        Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9         Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         20         0.0 0.00     6 0.263 0.150
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     4 0.425 0.276
9         12         0.0 0.00     1 0.345 0.222
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (91)"
         Lineup (84) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3        JT Realmuto  MIA   C   3700  3.00      6.952381     7.276511
4        Justin Bour  MIA  1B   3200  7.00      6.347826     8.348155
5     Dustin Pedroia  BOS  2B   4300 16.00      5.000000     3.755697
6      Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         20         0.0 0.00     1 0.297 0.012
6         25         0.0 0.00     3 0.285 0.162
7         24         0.0 0.00     2 0.313 0.119
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (92)"
         Lineup (85) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2     Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3        Mike Zunino  SEA   C   3000  2.0      4.210526     3.489332
4     Danny Valencia  SEA  1B   3500 29.0      4.500000     4.662279
5    Jonathan Schoop  BAL  2B   4100 11.0      7.653846     5.549359
6        Kyle Seager  SEA  3B   4300 10.0      6.086957     5.071427
7    Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8        Nelson Cruz  SEA  OF   4800 12.0     10.384615     8.045257
9         Seth Smith  BAL  OF   3700 29.0      8.000000     6.928203
10 Guillermo Heredia  SEA  OF   2800 15.0      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     6 0.263 0.150
5         26         0.0 0.00     6 0.358 0.233
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     5 0.351 0.048
8         26         0.0 0.00     4 0.425 0.276
9         12         0.0 0.00     1 0.345 0.222
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (93)"
      Lineup (86) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
2      Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3   Juan Graterol  LAA     C   2300  7.0           NaN           NA
4  Hanley Ramirez  BOS 1B/OF   5000  8.0      8.142857     6.886840
5  Danny Espinosa  LAA    2B   2800  4.0      5.739130     6.736720
6   Yunel Escobar  LAA    3B   3000 12.0      6.520000     6.558201
7    Aledmys Diaz  STL    SS   4100 13.0      6.600000     9.626717
8      Seth Smith  BAL    OF   3700 29.0      8.000000     6.928203
9    Kole Calhoun  LAA    OF   3600  0.0      7.480000     6.449289
10     Ben Revere  LAA    OF   3000  3.0      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         21         0.0 0.00     4 0.341 0.202
5         23         0.0 0.00     7 0.231 0.129
6         25         0.0 0.00     1 0.287 0.103
7         20         0.0 0.00     6 0.270 0.188
8         12         0.0 0.00     1 0.345 0.222
9         25         0.0 0.00     2 0.325 0.143
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (94)"
        Lineup (87) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2        Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3     Yadier Molina  STL     C   3500 12.0      5.050000     4.148240
4    Matt Carpenter  STL    1B   4400  8.0      7.400000     6.021016
5       Jedd Gyorko  STL 2B/3B   4100  3.0     11.000000    10.013324
6     Evan Longoria   TB    3B   4000  5.0      6.760000     6.495383
7      Aledmys Diaz  STL    SS   4100 13.0      6.600000     9.626717
8        Adam Jones  BAL    OF   4500  8.0      7.461538     6.463626
9  Christian Yelich  MIA    OF   4400  4.0      8.600000     7.691987
10   Randal Grichuk  STL    OF   3800  2.0      6.227273     6.054765
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     2 0.335 0.152
9         25         0.0 0.00     3 0.304 0.119
10        22         0.0 0.00     7 0.283 0.135

[1] "Total fpts: NA (95)"
       Lineup (88) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
2  Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3     Derek Norris   TB   C   2800  7.00      4.950000     5.286278
4  Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5    Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6      Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7      Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8     Mookie Betts  BOS  OF   5300  5.00      7.227273     7.879641
9      Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
10       Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         25         0.0 0.00     3 0.517 0.411
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         15         0.0 0.00     1 0.358 0.174
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     4 0.425 0.276
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (96)"
       Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
2  Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3     Caleb Joseph  BAL     C   2800  3.00      4.333333     6.614378
4   Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5  Jonathan Schoop  BAL    2B   4100 11.00      7.653846     5.549359
6     Martin Prado  MIA    3B   3500  3.00      7.000000     4.490731
7         JJ Hardy  BAL    SS   3500  9.00      3.958333     5.187604
8     Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
9  Corey Dickerson   TB    OF   3800  3.00      9.000000     6.324555
10      Seth Smith  BAL    OF   3700 29.00      8.000000     6.928203
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         21         0.0 0.00     4 0.341 0.202
5         26         0.0 0.00     6 0.358 0.233
6         13         0.0 0.00     2 0.329 0.154
7         24         0.0 0.00     8 0.222 0.068
8          0          NA   NA    NA    NA    NA
9         22         0.0 0.00     1 0.414 0.278
10        12         0.0 0.00     1 0.345 0.222

[1] "Total fpts: NA (97)"
      Lineup (90) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2  Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3     JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4  Mitch Moreland  BOS  1B   4000  0.0      7.500000     6.814307
5   Robinson Cano  SEA  2B   4600  2.0      8.592593     7.407165
6      Jose Reyes  NYM  3B   3900   NA      6.916667     7.353891
7     Jean Segura  SEA  SS   4600 16.0     11.200000     9.143304
8     Nelson Cruz  SEA  OF   4800 12.0     10.384615     8.045257
9    Jarrod Dyson  SEA  OF   3200  9.0      6.708333     4.894355
10      Ben Gamel  SEA  OF   3000 25.0      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         24         0.0 0.00     6 0.365 0.194
5         27         0.0 0.00     3 0.346 0.198
6         24         0.0 0.00     6 0.273 0.155
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     4 0.425 0.276
9         24         0.0 0.00     9 0.270 0.045
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (98)"
         Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
2         Alex Meyer  LAA   P   5300 -2.20           NaN           NA
3  Christian Vazquez  BOS   C   2800  3.00      6.909091     9.300049
4    Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5   Brandon Phillips  ATL  2B   4100    NA      8.142857     7.696010
6      Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7       Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8          Matt Kemp  ATL  OF   4700    NA     11.933333    12.572457
9     Ender Inciarte  ATL  OF   4200    NA      9.520000     8.732697
10     Nick Markakis  ATL  OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         25         0.0 0.00     3 0.517 0.411
5         21         0.0 0.00     2 0.359 0.129
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     6 0.270 0.188
8         15         0.0 0.00     4 0.438 0.362
9         25         0.0 0.00     1 0.313 0.186
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (99)"
      Lineup (92) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2      Alex Meyer  LAA     P   5300 -2.20           NaN           NA
3     Kurt Suzuki  ATL     C   2500    NA      6.500000     7.027723
4  Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5   Jace Peterson  ATL 2B/OF   3000    NA      4.928571     3.751190
6   Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7  Dansby Swanson  ATL    SS   3200    NA      4.791667     5.047420
8       Matt Kemp  ATL    OF   4700    NA     11.933333    12.572457
9     Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
10  Nick Markakis  ATL    OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         21         0.0 0.00     4 0.341 0.202
5         14         0.0 0.00     7 0.313 0.107
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     8 0.216 0.073
8         15         0.0 0.00     4 0.438 0.362
9         26         0.0 0.00     5 0.245 0.095
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (100)"
        Lineup (93) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
2        Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3     Yadier Molina  STL     C   3500 12.0      5.050000     4.148240
4    Matt Carpenter  STL    1B   4400  8.0      7.400000     6.021016
5       Jedd Gyorko  STL 2B/3B   4100  3.0     11.000000    10.013324
6     Evan Longoria   TB    3B   4000  5.0      6.760000     6.495383
7   Xander Bogaerts  BOS    SS   5000  5.0      7.750000     4.700224
8     Dexter Fowler  STL    OF   4400 12.0      7.173913     8.299245
9       Mark Trumbo  BAL    OF   4300 10.0      5.923077     7.053641
10 Stephen Piscotty  STL    OF   4100  0.0      7.714286     6.761234
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     5 0.351 0.048
8         23         0.0 0.00     1 0.292 0.167
9         26         0.0 0.00     5 0.245 0.095
10        21         0.0 0.00     2 0.357 0.147

[1] "Total fpts: NA (101)"
         Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3        Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4     Logan Morrison   TB  1B   3300  3.00      9.050000     7.674119
5        Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6      Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7        Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
9    Corey Dickerson   TB  OF   3800  3.00      9.000000     6.324555
10   Kevin Kiermaier   TB  OF   3500  7.00      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         25         0.0 0.00     3 0.285 0.162
7         15         0.0 0.00     1 0.358 0.174
8         23         0.0 0.00     2 0.354 0.129
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (102)"
         Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3      Yadier Molina  STL   C   3500 12.00      5.050000     4.148240
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5      Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8        Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
10         Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     6 0.263 0.150
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     2 0.313 0.119
8         26         0.0 0.00     4 0.425 0.276
9         23         0.0 0.00     2 0.354 0.129
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (103)"
         Lineup (96) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2       Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
3       Derek Norris   TB     C   2800    7      4.950000     5.286278
4     Logan Morrison   TB    1B   3300    3      9.050000     7.674119
5   Daniel Robertson   TB 2B/3B   2500    2      4.333333     4.658001
6      Manny Machado  BAL    3B   5100   26      8.076923     7.488247
7        Tim Beckham   TB    SS   3000   32      7.083333     8.298332
8  Andrew Benintendi  BOS    OF   4600    0      7.739130     6.253853
9   Christian Yelich  MIA    OF   4400    4      8.600000     7.691987
10      Colby Rasmus   TB    OF   3400    4           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         20         0.0 0.00     5 0.376 0.238
5         12         0.0 0.00     9 0.320 0.158
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     7 0.326 0.204
8         23         0.0 0.00     2 0.354 0.129
9         25         0.0 0.00     3 0.304 0.119
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (104)"
          Lineup (97) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Zack Wheeler  NYM    P   9000   NA     13.090000     6.402675
2        Jaime Garcia  ATL    P   8100   NA     10.800000     6.690198
3         JT Realmuto  MIA    C   3700    3      6.952381     7.276511
4         Justin Bour  MIA   1B   3200    7      6.347826     8.348155
5          Dee Gordon  MIA   2B   4500   15      8.409091     6.630802
6      Derek Dietrich  MIA   3B   3000    0      4.769231     5.804508
7  Adeiny Hechavarria  MIA   SS   2800    3      5.500000     6.259538
8        Hyun Soo Kim <NA> <NA>     NA   NA           NaN           NA
9     Corey Dickerson   TB   OF   3800    3      9.000000     6.324555
10    Kevin Kiermaier   TB   OF   3500    7      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     8 0.291 0.063
7         12         0.0 0.00     9 0.288 0.077
8          0          NA   NA    NA    NA    NA
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (105)"
        Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jaime Garcia  ATL     P   8100    NA     10.800000     6.690198
2   Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3      Derek Norris   TB     C   2800  7.00      4.950000     5.286278
4   Freddie Freeman  ATL    1B   5200    NA     13.320000    10.699377
5  Daniel Robertson   TB 2B/3B   2500  2.00      4.333333     4.658001
6     Evan Longoria   TB    3B   4000  5.00      6.760000     6.495383
7       Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8        Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
9   Corey Dickerson   TB    OF   3800  3.00      9.000000     6.324555
10  Kevin Kiermaier   TB    OF   3500  7.00      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         25         0.0 0.00     3 0.517 0.411
5         12         0.0 0.00     9 0.320 0.158
6         25         0.0 0.00     3 0.285 0.162
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     2 0.335 0.152
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (106)"
         Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3  Christian Vazquez  BOS   C   2800  3.00      6.909091     9.300049
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5      Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8        Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9        Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         20         0.0 0.00     6 0.263 0.150
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     2 0.313 0.119
8         26         0.0 0.00     4 0.425 0.276
9         26         0.0 0.00     5 0.245 0.095
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (107)"
        Lineup (100) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3        Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5        Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7    Xander Bogaerts  BOS  SS   5000  5.00      7.750000     4.700224
8       Mookie Betts  BOS  OF   5300  5.00      7.227273     7.879641
9       Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     6 0.263 0.150
5         24         0.0 0.00     4 0.331 0.126
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     5 0.351 0.048
8         22         0.0 0.00     3 0.348 0.141
9         24         0.0 0.00     9 0.270 0.045
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (108)"
        Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3       Caleb Joseph  BAL   C   2800  3.00      4.333333     6.614378
4        Jefry Marte  LAA  1B   3300  5.00      4.928571     6.390670
5     Danny Espinosa  LAA  2B   2800  4.00      5.739130     6.736720
6      Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7  Andrelton Simmons  LAA  SS   3300  2.00      6.200000     5.866572
8         Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
9     Cameron Maybin  LAA  OF   3600  5.00      7.111111     5.624410
10        Ben Revere  LAA  OF   3000  3.00      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         14         0.0 0.00     4 0.254 0.151
5         23         0.0 0.00     7 0.231 0.129
6         26         0.0 0.00     3 0.334 0.235
7         25         0.0 0.00     5 0.328 0.108
8         12         0.0 0.00     1 0.345 0.222
9         18         0.0 0.00     6 0.287 0.085
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (109)"
         Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2     Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3         Kurt Suzuki  ATL   C   2500    NA      6.500000     7.027723
4     Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5          Dee Gordon  MIA  2B   4500 15.00      8.409091     6.630802
6        Martin Prado  MIA  3B   3500  3.00      7.000000     4.490731
7  Adeiny Hechavarria  MIA  SS   2800  3.00      5.500000     6.259538
8   Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9    Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10        Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     3 0.517 0.411
5         22         0.0 0.00     1 0.307 0.076
6         13         0.0 0.00     2 0.329 0.154
7         12         0.0 0.00     9 0.288 0.077
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        26         0.0 0.00     5 0.245 0.095

[1] "Total fpts: NA (110)"
        Lineup (103) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
2      Kyle Kendrick  BOS     P   5500 -7.00           NaN           NA
3  Christian Vazquez  BOS     C   2800  3.00      6.909091     9.300049
4      Wilmer Flores  NYM 1B/3B   3000    NA      6.571429     7.721337
5     Dustin Pedroia  BOS    2B   4300 16.00      5.000000     3.755697
6      Evan Longoria   TB    3B   4000  5.00      6.760000     6.495383
7        Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8       Mookie Betts  BOS    OF   5300  5.00      7.227273     7.879641
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10    Jackie Bradley  BOS    OF   4400  3.00      5.307692     6.575011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           5 1.84    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         11           0 0.00     9 0.403 0.158
4          7           0 0.00     4 0.222 0.167
5         20           0 0.00     1 0.297 0.012
6         25           0 0.00     3 0.285 0.162
7         15           0 0.00     1 0.358 0.174
8         22           0 0.00     3 0.348 0.141
9         23           0 0.00     2 0.354 0.129
10        13           0 0.00     8 0.252 0.102

[1] "Total fpts: NA (111)"
        Lineup (104) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2      Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
3        JT Realmuto  MIA   C   3700  3.00      6.952381     7.276511
4        Justin Bour  MIA  1B   3200  7.00      6.347826     8.348155
5    Jonathan Schoop  BAL  2B   4100 11.00      7.653846     5.549359
6     Derek Dietrich  MIA  3B   3000  0.00      4.769231     5.804508
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9        Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10     Marcell Ozuna  MIA  OF   3800  5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         26         0.0 0.00     6 0.358 0.233
6         13         0.0 0.00     8 0.291 0.063
7         24         0.0 0.00     2 0.313 0.119
8         24         0.0 0.00     4 0.353 0.250
9         26         0.0 0.00     5 0.245 0.095
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (112)"
        Lineup (106) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2       Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
3      Yadier Molina  STL     C   3500   12      5.050000     4.148240
4     Matt Carpenter  STL    1B   4400    8      7.400000     6.021016
5        Jedd Gyorko  STL 2B/3B   4100    3     11.000000    10.013324
6        Kyle Seager  SEA    3B   4300   10      6.086957     5.071427
7       Aledmys Diaz  STL    SS   4100   13      6.600000     9.626717
8  Giancarlo Stanton  MIA    OF   4600    0      9.000000     9.329709
9   Stephen Piscotty  STL    OF   4100    0      7.714286     6.761234
10   Corey Dickerson   TB    OF   3800    3      9.000000     6.324555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     6 0.270 0.188
8         24         0.0 0.00     4 0.353 0.250
9         21         0.0 0.00     2 0.357 0.147
10        22         0.0 0.00     1 0.414 0.278

[1] "Total fpts: NA (113)"
        Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
3        Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4     Mitch Moreland  BOS  1B   4000  0.00      7.500000     6.814307
5    Jonathan Schoop  BAL  2B   4100 11.00      7.653846     5.549359
6      Manny Machado  BAL  3B   5100 26.00      8.076923     7.488247
7        Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8       Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
9          Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.3 1.22    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         24         0.0 0.00     6 0.365 0.194
5         26         0.0 0.00     6 0.358 0.233
6         26         0.0 0.00     3 0.334 0.235
7         15         0.0 0.00     1 0.358 0.174
8         24         0.0 0.00     9 0.270 0.045
9          7         0.0 0.00     2 0.363 0.231
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (114)"
    Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2  Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3  Juan Graterol  LAA   C   2300  7.00           NaN           NA
4  Albert Pujols  LAA  1B   4100  5.00      7.200000     6.304760
5  Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6  Yunel Escobar  LAA  3B   3000 12.00      6.520000     6.558201
7    Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8    Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
9   Kole Calhoun  LAA  OF   3600  0.00      7.480000     6.449289
10    Ben Revere  LAA  OF   3000  3.00      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         25         0.0 0.00     3 0.280 0.115
5         27         0.0 0.00     3 0.346 0.198
6         25         0.0 0.00     1 0.287 0.103
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     5 0.245 0.095
9         25         0.0 0.00     2 0.325 0.143
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (115)"
       Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2    Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3       JT Realmuto  MIA   C   3700  3.00      6.952381     7.276511
4   Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5  Brandon Phillips  ATL  2B   4100    NA      8.142857     7.696010
6       Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7  Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8         Matt Kemp  ATL  OF   4700    NA     11.933333    12.572457
9    Ender Inciarte  ATL  OF   4200    NA      9.520000     8.732697
10    Nick Markakis  ATL  OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         25         0.0 0.00     3 0.517 0.411
5         21         0.0 0.00     2 0.359 0.129
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     2 0.313 0.119
8         15         0.0 0.00     4 0.438 0.362
9         25         0.0 0.00     1 0.313 0.186
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (116)"
        Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3  Christian Vazquez  BOS   C   2800  3.00      6.909091     9.300049
4        Justin Bour  MIA  1B   3200  7.00      6.347826     8.348155
5      Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6      Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7        Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8        Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9       Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
10         Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         23         0.0 0.00     6 0.299 0.165
5         27         0.0 0.00     3 0.346 0.198
6         25         0.0 0.00     3 0.285 0.162
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     4 0.425 0.276
9         24         0.0 0.00     9 0.270 0.045
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (117)"
        Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2    Adam Wainwright  STL     P   7400 4.05     10.930000    11.106901
3  Christian Vazquez  BOS     C   2800 3.00      6.909091     9.300049
4     Mitch Moreland  BOS    1B   4000 0.00      7.500000     6.814307
5      Josh Rutledge  BOS 2B/3B   2800 6.00           NaN           NA
6      Evan Longoria   TB    3B   4000 5.00      6.760000     6.495383
7    Xander Bogaerts  BOS    SS   5000 5.00      7.750000     4.700224
8  Giancarlo Stanton  MIA    OF   4600 0.00      9.000000     9.329709
9     Jackie Bradley  BOS    OF   4400 3.00      5.307692     6.575011
10   Corey Dickerson   TB    OF   3800 3.00      9.000000     6.324555
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         24         0.0 0.00     6 0.365 0.194
5          0         0.0 0.00     7 0.113 0.000
6         25         0.0 0.00     3 0.285 0.162
7         20         0.0 0.00     5 0.351 0.048
8         24         0.0 0.00     4 0.353 0.250
9         13         0.0 0.00     8 0.252 0.102
10        22         0.0 0.00     1 0.414 0.278

[1] "Total fpts: NA (118)"
        Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3        Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4     Logan Morrison   TB  1B   3300  3.00      9.050000     7.674119
5        Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6      Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7        Tim Beckham   TB  SS   3000 32.00      7.083333     8.298332
8  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10      Colby Rasmus   TB  OF   3400  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           5 1.84    NA 0.000 0.000
2          4           6 1.03    NA 0.000 0.000
3         10           0 0.00     7 0.293 0.095
4         20           0 0.00     5 0.376 0.238
5         24           0 0.00     4 0.331 0.126
6         25           0 0.00     3 0.285 0.162
7         24           0 0.00     7 0.326 0.204
8         24           0 0.00     4 0.353 0.250
9         25           0 0.00     3 0.304 0.119
10         0           0 0.00     6 0.720 0.000

[1] "Total fpts: NA (119)"
     Lineup (113) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jaime Garcia  ATL     P   8100   NA     10.800000     6.690198
2  Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
3     Kurt Suzuki  ATL     C   2500   NA      6.500000     7.027723
4     Chris Davis  BAL    1B   4200  5.0      6.120000     6.313478
5   Jace Peterson  ATL 2B/OF   3000   NA      4.928571     3.751190
6     Kyle Seager  SEA    3B   4300 10.0      6.086957     5.071427
7  Dansby Swanson  ATL    SS   3200   NA      4.791667     5.047420
8    Mookie Betts  BOS    OF   5300  5.0      7.227273     7.879641
9       Matt Kemp  ATL    OF   4700   NA     11.933333    12.572457
10  Nick Markakis  ATL    OF   3600   NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     4 0.317 0.157
5         14         0.0 0.00     7 0.313 0.107
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.216 0.073
8         22         0.0 0.00     3 0.348 0.141
9         15         0.0 0.00     4 0.438 0.362
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (120)"
        Lineup (114) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
2    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3        Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4        Justin Bour  MIA  1B   3200  7.00      6.347826     8.348155
5      Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6       Martin Prado  MIA  3B   3500  3.00      7.000000     4.490731
7    Xander Bogaerts  BOS  SS   5000  5.00      7.750000     4.700224
8  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9   Christian Yelich  MIA  OF   4400  4.00      8.600000     7.691987
10     Marcell Ozuna  MIA  OF   3800  5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         23         0.0 0.00     6 0.299 0.165
5         27         0.0 0.00     3 0.346 0.198
6         13         0.0 0.00     2 0.329 0.154
7         20         0.0 0.00     5 0.351 0.048
8         24         0.0 0.00     4 0.353 0.250
9         25         0.0 0.00     3 0.304 0.119
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (121)"
        Lineup (115) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2     Chase Anderson  MIL     P   6100  8.5     18.450000    10.776440
3       Derek Norris   TB     C   2800  7.0      4.950000     5.286278
4      Wilmer Flores  NYM 1B/3B   3000   NA      6.571429     7.721337
5   Daniel Robertson   TB 2B/3B   2500  2.0      4.333333     4.658001
6        Kyle Seager  SEA    3B   4300 10.0      6.086957     5.071427
7        Tim Beckham   TB    SS   3000 32.0      7.083333     8.298332
8  Andrew Benintendi  BOS    OF   4600  0.0      7.739130     6.253853
9    Corey Dickerson   TB    OF   3800  3.0      9.000000     6.324555
10   Kevin Kiermaier   TB    OF   3500  7.0      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4          7         0.0 0.00     4 0.222 0.167
5         12         0.0 0.00     9 0.320 0.158
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     7 0.326 0.204
8         23         0.0 0.00     2 0.354 0.129
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (122)"
      Lineup (116) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
2    Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3     Caleb Joseph  BAL     C   2800  3.00      4.333333     6.614378
4   Mitch Moreland  BOS    1B   4000  0.00      7.500000     6.814307
5  Jonathan Schoop  BAL    2B   4100 11.00      7.653846     5.549359
6     Hernan Perez  MIL 3B/OF   3600 13.00     10.133333    12.449135
7         JJ Hardy  BAL    SS   3500  9.00      3.958333     5.187604
8      Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
9     Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
10 Kevin Kiermaier   TB    OF   3500  7.00      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.223 0.156
4         24         0.0 0.00     6 0.365 0.194
5         26         0.0 0.00     6 0.358 0.233
6         15         0.0 0.00     3 0.358 0.273
7         24         0.0 0.00     8 0.222 0.068
8         26         0.0 0.00     5 0.245 0.095
9          0          NA   NA    NA    NA    NA
10        25         0.0 0.00     2 0.261 0.073

[1] "Total fpts: NA (123)"
      Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
2   Chase Anderson  MIL     P   6100  8.50     18.450000    10.776440
3      Kurt Suzuki  ATL     C   2500    NA      6.500000     7.027723
4  Freddie Freeman  ATL    1B   5200    NA     13.320000    10.699377
5    Jace Peterson  ATL 2B/OF   3000    NA      4.928571     3.751190
6    Evan Longoria   TB    3B   4000  5.00      6.760000     6.495383
7      Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8        Matt Kemp  ATL    OF   4700    NA     11.933333    12.572457
9      Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
10   Nick Markakis  ATL    OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           5 1.84    NA 0.000 0.000
2          4           6 1.03    NA 0.000 0.000
3         10           0 0.00     6 0.324 0.083
4         25           0 0.00     3 0.517 0.411
5         14           0 0.00     7 0.313 0.107
6         25           0 0.00     3 0.285 0.162
7         15           0 0.00     1 0.358 0.174
8         15           0 0.00     4 0.438 0.362
9         26           0 0.00     5 0.245 0.095
10        25           0 0.00     5 0.344 0.120

[1] "Total fpts: NA (124)"
         Lineup (118) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2          Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3         JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4         Justin Bour  MIA  1B   3200  7.0      6.347826     8.348155
5         Brad Miller   TB  2B   3700  4.0      7.583333     7.076702
6      Derek Dietrich  MIA  3B   3000  0.0      4.769231     5.804508
7  Adeiny Hechavarria  MIA  SS   2800  3.0      5.500000     6.259538
8      Jackie Bradley  BOS  OF   4400  3.0      5.307692     6.575011
9       Marcell Ozuna  MIA  OF   3800  5.0      9.640000     9.861034
10       Kole Calhoun  LAA  OF   3600  0.0      7.480000     6.449289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         24         0.0 0.00     4 0.331 0.126
6         13         0.0 0.00     8 0.291 0.063
7         12         0.0 0.00     9 0.288 0.077
8         13         0.0 0.00     8 0.252 0.102
9         25         0.0 0.00     5 0.393 0.270
10        25         0.0 0.00     2 0.325 0.143

[1] "Total fpts: NA (125)"
        Lineup (119) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3      Juan Graterol  LAA   C   2300  7.00           NaN           NA
4    Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5     Danny Espinosa  LAA  2B   2800  4.00      5.739130     6.736720
6      Yunel Escobar  LAA  3B   3000 12.00      6.520000     6.558201
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
9       Kole Calhoun  LAA  OF   3600  0.00      7.480000     6.449289
10        Ben Revere  LAA  OF   3000  3.00      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.6 1.32    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         25         0.0 0.00     3 0.517 0.411
5         23         0.0 0.00     7 0.231 0.129
6         25         0.0 0.00     1 0.287 0.103
7         24         0.0 0.00     2 0.313 0.119
8         23         0.0 0.00     2 0.354 0.129
9         25         0.0 0.00     2 0.325 0.143
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (126)"
        Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3        Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4    Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5         Dee Gordon  MIA  2B   4500 15.00      8.409091     6.630802
6      Evan Longoria   TB  3B   4000  5.00      6.760000     6.495383
7        Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8       Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
9          Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           5 1.84    NA 0.000 0.000
2          4           6 1.03    NA 0.000 0.000
3         19           0 0.00     8 0.232 0.073
4         25           0 0.00     3 0.517 0.411
5         22           0 0.00     1 0.307 0.076
6         25           0 0.00     3 0.285 0.162
7         15           0 0.00     1 0.358 0.174
8         24           0 0.00     9 0.270 0.045
9          7           0 0.00     2 0.363 0.231
10        15           0 0.00     7 0.335 0.143

[1] "Total fpts: NA (127)"
         Lineup (121) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Dan Straily  MIA    P   9600 4.45     15.700000    16.028295
2     Adam Wainwright  STL    P   7400 4.05     10.930000    11.106901
3         JT Realmuto  MIA    C   3700 3.00      6.952381     7.276511
4         Justin Bour  MIA   1B   3200 7.00      6.347826     8.348155
5       Robinson Cano  SEA   2B   4600 2.00      8.592593     7.407165
6      Derek Dietrich  MIA   3B   3000 0.00      4.769231     5.804508
7  Adeiny Hechavarria  MIA   SS   2800 3.00      5.500000     6.259538
8        Mookie Betts  BOS   OF   5300 5.00      7.227273     7.879641
9        Hyun Soo Kim <NA> <NA>     NA   NA           NaN           NA
10      Marcell Ozuna  MIA   OF   3800 5.00      9.640000     9.861034
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         23         0.0 0.00     6 0.299 0.165
5         27         0.0 0.00     3 0.346 0.198
6         13         0.0 0.00     8 0.291 0.063
7         12         0.0 0.00     9 0.288 0.077
8         22         0.0 0.00     3 0.348 0.141
9          0          NA   NA    NA    NA    NA
10        25         0.0 0.00     5 0.393 0.270

[1] "Total fpts: NA (128)"
      Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2  Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3      Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4   Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5    Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6      Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7     Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8      Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9       Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
10       Ben Gamel  SEA  OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         20         0.0 0.00     6 0.263 0.150
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     4 0.425 0.276
9         26         0.0 0.00     2 0.335 0.152
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (129)"
       Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Wheeler  NYM     P   9000    NA     13.090000     6.402675
2   Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3     Yadier Molina  STL     C   3500 12.00      5.050000     4.148240
4    Matt Carpenter  STL    1B   4400  8.00      7.400000     6.021016
5       Jedd Gyorko  STL 2B/3B   4100  3.00     11.000000    10.013324
6     Manny Machado  BAL    3B   5100 26.00      8.076923     7.488247
7          JJ Hardy  BAL    SS   3500  9.00      3.958333     5.187604
8        Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
9     Dexter Fowler  STL    OF   4400 12.00      7.173913     8.299245
10 Stephen Piscotty  STL    OF   4100  0.00      7.714286     6.761234
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         26         0.0 0.00     3 0.334 0.235
7         24         0.0 0.00     8 0.222 0.068
8         26         0.0 0.00     2 0.335 0.152
9         23         0.0 0.00     1 0.292 0.167
10        21         0.0 0.00     2 0.357 0.147

[1] "Total fpts: NA (130)"
     Lineup (124) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jaime Garcia  ATL    P   8100    NA     10.800000     6.690198
2   Matt Andriese   TB    P   7400 30.95     12.960000     7.107689
3    Derek Norris   TB    C   2800  7.00      4.950000     5.286278
4  Logan Morrison   TB   1B   3300  3.00      9.050000     7.674119
5     Brad Miller   TB   2B   3700  4.00      7.583333     7.076702
6     Kyle Seager  SEA   3B   4300 10.00      6.086957     5.071427
7     Tim Beckham   TB   SS   3000 32.00      7.083333     8.298332
8     Nelson Cruz  SEA   OF   4800 12.00     10.384615     8.045257
9    Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
10   Colby Rasmus   TB   OF   3400  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     7 0.326 0.204
8         26         0.0 0.00     4 0.425 0.276
9          0          NA   NA    NA    NA    NA
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (131)"
      Lineup (125) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
2   Chase Anderson  MIL   P   6100  8.5     18.450000    10.776440
3    Juan Graterol  LAA   C   2300  7.0           NaN           NA
4      Chris Davis  BAL  1B   4200  5.0      6.120000     6.313478
5   Danny Espinosa  LAA  2B   2800  4.0      5.739130     6.736720
6    Yunel Escobar  LAA  3B   3000 12.0      6.520000     6.558201
7  Xander Bogaerts  BOS  SS   5000  5.0      7.750000     4.700224
8      Mark Trumbo  BAL  OF   4300 10.0      5.923077     7.053641
9   Cameron Maybin  LAA  OF   3600  5.0      7.111111     5.624410
10      Ben Revere  LAA  OF   3000  3.0      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         25         0.0 0.00     4 0.317 0.157
5         23         0.0 0.00     7 0.231 0.129
6         25         0.0 0.00     1 0.287 0.103
7         20         0.0 0.00     5 0.351 0.048
8         26         0.0 0.00     5 0.245 0.095
9         18         0.0 0.00     6 0.287 0.085
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (132)"
        Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2      Matt Andriese   TB   P   7400 30.95     12.960000     7.107689
3        Kurt Suzuki  ATL   C   2500    NA      6.500000     7.027723
4    Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5   Brandon Phillips  ATL  2B   4100    NA      8.142857     7.696010
6      Yunel Escobar  LAA  3B   3000 12.00      6.520000     6.558201
7        Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8          Matt Kemp  ATL  OF   4700    NA     11.933333    12.572457
9  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
10     Nick Markakis  ATL  OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     3 0.517 0.411
5         21         0.0 0.00     2 0.359 0.129
6         25         0.0 0.00     1 0.287 0.103
7         15         0.0 0.00     1 0.358 0.174
8         15         0.0 0.00     4 0.438 0.362
9         23         0.0 0.00     2 0.354 0.129
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (133)"
      Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2  Adam Wainwright  STL     P   7400  4.05     10.930000    11.106901
3      Mike Zunino  SEA     C   3000  2.00      4.210526     3.489332
4    Wilmer Flores  NYM 1B/3B   3000    NA      6.571429     7.721337
5    Robinson Cano  SEA    2B   4600  2.00      8.592593     7.407165
6       Jose Reyes  NYM    3B   3900    NA      6.916667     7.353891
7      Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8      Mark Trumbo  BAL    OF   4300 10.00      5.923077     7.053641
9     Jarrod Dyson  SEA    OF   3200  9.00      6.708333     4.894355
10       Ben Gamel  SEA    OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4          7         0.0 0.00     4 0.222 0.167
5         27         0.0 0.00     3 0.346 0.198
6         24         0.0 0.00     6 0.273 0.155
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     5 0.245 0.095
9         24         0.0 0.00     9 0.270 0.045
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (134)"
        Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2       Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
3        Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5     Dustin Pedroia  BOS  2B   4300 16.00      5.000000     3.755697
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7           JJ Hardy  BAL  SS   3500  9.00      3.958333     5.187604
8        Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
9  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     6 0.263 0.150
5         20         0.0 0.00     1 0.297 0.012
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.222 0.068
8         26         0.0 0.00     4 0.425 0.276
9         23         0.0 0.00     2 0.354 0.129
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (135)"
       Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dan Straily  MIA   P   9600  4.45     15.700000    16.028295
2      Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
3     Juan Graterol  LAA   C   2300  7.00           NaN           NA
4     Albert Pujols  LAA  1B   4100  5.00      7.200000     6.304760
5   Jonathan Schoop  BAL  2B   4100 11.00      7.653846     5.549359
6     Yunel Escobar  LAA  3B   3000 12.00      6.520000     6.558201
7  Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8        Seth Smith  BAL  OF   3700 29.00      8.000000     6.928203
9      Kole Calhoun  LAA  OF   3600  0.00      7.480000     6.449289
10       Ben Revere  LAA  OF   3000  3.00      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.3 1.22    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         25         0.0 0.00     3 0.280 0.115
5         26         0.0 0.00     6 0.358 0.233
6         25         0.0 0.00     1 0.287 0.103
7         24         0.0 0.00     2 0.313 0.119
8         12         0.0 0.00     1 0.345 0.222
9         25         0.0 0.00     2 0.325 0.143
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (136)"
     Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2   Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3   Yadier Molina  STL     C   3500 12.00      5.050000     4.148240
4  Matt Carpenter  STL    1B   4400  8.00      7.400000     6.021016
5     Jedd Gyorko  STL 2B/3B   4100  3.00     11.000000    10.013324
6     Kyle Seager  SEA    3B   4300 10.00      6.086957     5.071427
7    Aledmys Diaz  STL    SS   4100 13.00      6.600000     9.626717
8     Nelson Cruz  SEA    OF   4800 12.00     10.384615     8.045257
9  Randal Grichuk  STL    OF   3800  2.00      6.227273     6.054765
10   Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         20         0.0 0.00     5 0.294 0.091
4         20         0.0 0.00     3 0.355 0.178
5         16         0.0 0.00     4 0.487 0.385
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     4 0.425 0.276
9         22         0.0 0.00     7 0.283 0.135
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (137)"
       Lineup (131) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Zack Wheeler  NYM     P   9000   NA     13.090000     6.402675
2        Alex Meyer  LAA     P   5300 -2.2           NaN           NA
3      Derek Norris   TB     C   2800  7.0      4.950000     5.286278
4    Mitch Moreland  BOS    1B   4000  0.0      7.500000     6.814307
5  Daniel Robertson   TB 2B/3B   2500  2.0      4.333333     4.658001
6        Jose Reyes  NYM    3B   3900   NA      6.916667     7.353891
7       Tim Beckham   TB    SS   3000 32.0      7.083333     8.298332
8   Corey Dickerson   TB    OF   3800  3.0      9.000000     6.324555
9        Seth Smith  BAL    OF   3700 29.0      8.000000     6.928203
10     Colby Rasmus   TB    OF   3400  4.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         24         0.0 0.00     6 0.365 0.194
5         12         0.0 0.00     9 0.320 0.158
6         24         0.0 0.00     6 0.273 0.155
7         24         0.0 0.00     7 0.326 0.204
8         22         0.0 0.00     1 0.414 0.278
9         12         0.0 0.00     1 0.345 0.222
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (138)"
        Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2      Kyle Kendrick  BOS     P   5500 -7.00           NaN           NA
3        JT Realmuto  MIA     C   3700  3.00      6.952381     7.276511
4      Wilmer Flores  NYM 1B/3B   3000    NA      6.571429     7.721337
5      Robinson Cano  SEA    2B   4600  2.00      8.592593     7.407165
6        Kyle Seager  SEA    3B   4300 10.00      6.086957     5.071427
7        Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8        Nelson Cruz  SEA    OF   4800 12.00     10.384615     8.045257
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10         Ben Gamel  SEA    OF   3000 25.00      8.285714     6.447591
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4          7         0.0 0.00     4 0.222 0.167
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     4 0.425 0.276
9         23         0.0 0.00     2 0.354 0.129
10         7         0.0 0.00     2 0.363 0.231

[1] "Total fpts: NA (139)"
        Lineup (133) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2       Jaime Garcia  ATL   P   8100   NA     10.800000     6.690198
3        Mike Zunino  SEA   C   3000    2      4.210526     3.489332
4     Danny Valencia  SEA  1B   3500   29      4.500000     4.662279
5         Dee Gordon  MIA  2B   4500   15      8.409091     6.630802
6      Yunel Escobar  LAA  3B   3000   12      6.520000     6.558201
7        Jean Segura  SEA  SS   4600   16     11.200000     9.143304
8        Mark Trumbo  BAL  OF   4300   10      5.923077     7.053641
9       Jarrod Dyson  SEA  OF   3200    9      6.708333     4.894355
10 Guillermo Heredia  SEA  OF   2800   15      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.9 1.33    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     6 0.263 0.150
5         22         0.0 0.00     1 0.307 0.076
6         25         0.0 0.00     1 0.287 0.103
7         15         0.0 0.00     1 0.358 0.174
8         26         0.0 0.00     5 0.245 0.095
9         24         0.0 0.00     9 0.270 0.045
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (140)"
       Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jaime Garcia  ATL   P   8100    NA     10.800000     6.690198
2     Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
3       Kurt Suzuki  ATL   C   2500    NA      6.500000     7.027723
4   Freddie Freeman  ATL  1B   5200    NA     13.320000    10.699377
5  Brandon Phillips  ATL  2B   4100    NA      8.142857     7.696010
6       Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7          JJ Hardy  BAL  SS   3500  9.00      3.958333     5.187604
8         Matt Kemp  ATL  OF   4700    NA     11.933333    12.572457
9       Mark Trumbo  BAL  OF   4300 10.00      5.923077     7.053641
10    Nick Markakis  ATL  OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.33    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     3 0.517 0.411
5         21         0.0 0.00     2 0.359 0.129
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.222 0.068
8         15         0.0 0.00     4 0.438 0.362
9         26         0.0 0.00     5 0.245 0.095
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (141)"
        Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
2         Alex Meyer  LAA     P   5300 -2.20           NaN           NA
3        Kurt Suzuki  ATL     C   2500    NA      6.500000     7.027723
4    Freddie Freeman  ATL    1B   5200    NA     13.320000    10.699377
5      Jace Peterson  ATL 2B/OF   3000    NA      4.928571     3.751190
6         Jose Reyes  NYM    3B   3900    NA      6.916667     7.353891
7   Asdrubal Cabrera  NYM    SS   3800    NA      8.000000     7.644265
8          Matt Kemp  ATL    OF   4700    NA     11.933333    12.572457
9  Andrew Benintendi  BOS    OF   4600  0.00      7.739130     6.253853
10     Nick Markakis  ATL    OF   3600    NA      7.080000     4.777726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         10         0.0 0.00     6 0.324 0.083
4         25         0.0 0.00     3 0.517 0.411
5         14         0.0 0.00     7 0.313 0.107
6         24         0.0 0.00     6 0.273 0.155
7         24         0.0 0.00     2 0.313 0.119
8         15         0.0 0.00     4 0.438 0.362
9         23         0.0 0.00     2 0.354 0.129
10        25         0.0 0.00     5 0.344 0.120

[1] "Total fpts: NA (142)"
        Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2      Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
3        Rene Rivera  NYM   C   2200    NA      6.000000     6.896054
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5      Robinson Cano  SEA  2B   4600  2.00      8.592593     7.407165
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7           JJ Hardy  BAL  SS   3500  9.00      3.958333     5.187604
8       Mookie Betts  BOS  OF   5300  5.00      7.227273     7.879641
9        Nelson Cruz  SEA  OF   4800 12.00     10.384615     8.045257
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         10         0.0 0.00     7 0.293 0.095
4         20         0.0 0.00     6 0.263 0.150
5         27         0.0 0.00     3 0.346 0.198
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     8 0.222 0.068
8         22         0.0 0.00     3 0.348 0.141
9         26         0.0 0.00     4 0.425 0.276
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (143)"
        Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
2      Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3        Mike Zunino  SEA     C   3000  2.00      4.210526     3.489332
4     Hanley Ramirez  BOS 1B/OF   5000  8.00      8.142857     6.886840
5        Brad Miller   TB    2B   3700  4.00      7.583333     7.076702
6         Jose Reyes  NYM    3B   3900    NA      6.916667     7.353891
7        Jean Segura  SEA    SS   4600 16.00     11.200000     9.143304
8       Jarrod Dyson  SEA    OF   3200  9.00      6.708333     4.894355
9          Ben Gamel  SEA    OF   3000 25.00      8.285714     6.447591
10 Guillermo Heredia  SEA    OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         21         0.0 0.00     4 0.341 0.202
5         24         0.0 0.00     4 0.331 0.126
6         24         0.0 0.00     6 0.273 0.155
7         15         0.0 0.00     1 0.358 0.174
8         24         0.0 0.00     9 0.270 0.045
9          7         0.0 0.00     2 0.363 0.231
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (144)"
        Lineup (143) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dan Straily  MIA     P   9600  4.45     15.700000    16.028295
2      Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
3  Christian Vazquez  BOS     C   2800  3.00      6.909091     9.300049
4     Mitch Moreland  BOS    1B   4000  0.00      7.500000     6.814307
5      Josh Rutledge  BOS 2B/3B   2800  6.00           NaN           NA
6         Jose Reyes  NYM    3B   3900    NA      6.916667     7.353891
7    Xander Bogaerts  BOS    SS   5000  5.00      7.750000     4.700224
8        Nelson Cruz  SEA    OF   4800 12.00     10.384615     8.045257
9     Jackie Bradley  BOS    OF   4400  3.00      5.307692     6.575011
10      Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.12    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         11         0.0 0.00     9 0.403 0.158
4         24         0.0 0.00     6 0.365 0.194
5          0         0.0 0.00     7 0.113 0.000
6         24         0.0 0.00     6 0.273 0.155
7         20         0.0 0.00     5 0.351 0.048
8         26         0.0 0.00     4 0.425 0.276
9         13         0.0 0.00     8 0.252 0.102
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (145)"
        Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
2     Chase Anderson  MIL   P   6100  8.50     18.450000    10.776440
3        Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5         Dee Gordon  MIA  2B   4500 15.00      8.409091     6.630802
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7   Asdrubal Cabrera  NYM  SS   3800    NA      8.000000     7.644265
8  Andrew Benintendi  BOS  OF   4600  0.00      7.739130     6.253853
9       Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          4         6.0 1.03    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     6 0.263 0.150
5         22         0.0 0.00     1 0.307 0.076
6         23         0.0 0.00     5 0.322 0.122
7         24         0.0 0.00     2 0.313 0.119
8         23         0.0 0.00     2 0.354 0.129
9         24         0.0 0.00     9 0.270 0.045
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (146)"
      Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2  Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3    Juan Graterol  LAA   C   2300  7.00           NaN           NA
4      Chris Davis  BAL  1B   4200  5.00      6.120000     6.313478
5   Danny Espinosa  LAA  2B   2800  4.00      5.739130     6.736720
6    Yunel Escobar  LAA  3B   3000 12.00      6.520000     6.558201
7      Jean Segura  SEA  SS   4600 16.00     11.200000     9.143304
8     Mookie Betts  BOS  OF   5300  5.00      7.227273     7.879641
9     Kole Calhoun  LAA  OF   3600  0.00      7.480000     6.449289
10      Ben Revere  LAA  OF   3000  3.00      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3          0         0.0 0.00     9 0.113 0.000
4         25         0.0 0.00     4 0.317 0.157
5         23         0.0 0.00     7 0.231 0.129
6         25         0.0 0.00     1 0.287 0.103
7         15         0.0 0.00     1 0.358 0.174
8         22         0.0 0.00     3 0.348 0.141
9         25         0.0 0.00     2 0.325 0.143
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (147)"
        Lineup (146) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000   NA     13.090000     6.402675
2         Alex Meyer  LAA   P   5300 -2.2           NaN           NA
3        JT Realmuto  MIA   C   3700  3.0      6.952381     7.276511
4        Jefry Marte  LAA  1B   3300  5.0      4.928571     6.390670
5     Danny Espinosa  LAA  2B   2800  4.0      5.739130     6.736720
6      Evan Longoria   TB  3B   4000  5.0      6.760000     6.495383
7  Andrelton Simmons  LAA  SS   3300  2.0      6.200000     5.866572
8        Mark Trumbo  BAL  OF   4300 10.0      5.923077     7.053641
9     Cameron Maybin  LAA  OF   3600  5.0      7.111111     5.624410
10        Ben Revere  LAA  OF   3000  3.0      5.444444     5.077182
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          0         3.7 1.64    NA 0.000 0.000
3         21         0.0 0.00     7 0.358 0.136
4         14         0.0 0.00     4 0.254 0.151
5         23         0.0 0.00     7 0.231 0.129
6         25         0.0 0.00     3 0.285 0.162
7         25         0.0 0.00     5 0.328 0.108
8         26         0.0 0.00     5 0.245 0.095
9         18         0.0 0.00     6 0.287 0.085
10         9         0.0 0.00     8 0.216 0.047

[1] "Total fpts: NA (148)"
        Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2    Adam Wainwright  STL   P   7400  4.05     10.930000    11.106901
3        Mike Zunino  SEA   C   3000  2.00      4.210526     3.489332
4     Danny Valencia  SEA  1B   3500 29.00      4.500000     4.662279
5     Dustin Pedroia  BOS  2B   4300 16.00      5.000000     3.755697
6        Kyle Seager  SEA  3B   4300 10.00      6.086957     5.071427
7       Aledmys Diaz  STL  SS   4100 13.00      6.600000     9.626717
8         Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
9       Jarrod Dyson  SEA  OF   3200  9.00      6.708333     4.894355
10 Guillermo Heredia  SEA  OF   2800 15.00      6.466667     7.089899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.0 1.84    NA 0.000 0.000
3         19         0.0 0.00     8 0.232 0.073
4         20         0.0 0.00     6 0.263 0.150
5         20         0.0 0.00     1 0.297 0.012
6         23         0.0 0.00     5 0.322 0.122
7         20         0.0 0.00     6 0.270 0.188
8         26         0.0 0.00     2 0.335 0.152
9         24         0.0 0.00     9 0.270 0.045
10        15         0.0 0.00     7 0.335 0.143

[1] "Total fpts: NA (149)"
        Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Zack Wheeler  NYM   P   9000    NA     13.090000     6.402675
2      Ariel Miranda  SEA   P   7700 20.95     14.660000    11.464423
3       Derek Norris   TB   C   2800  7.00      4.950000     5.286278
4     Logan Morrison   TB  1B   3300  3.00      9.050000     7.674119
5        Brad Miller   TB  2B   3700  4.00      7.583333     7.076702
6         Jose Reyes  NYM  3B   3900    NA      6.916667     7.353891
7        Tim Beckham   TB  SS   3000 32.00      7.083333     8.298332
8  Giancarlo Stanton  MIA  OF   4600  0.00      9.000000     9.329709
9         Adam Jones  BAL  OF   4500  8.00      7.461538     6.463626
10      Colby Rasmus   TB  OF   3400  4.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.3 1.22    NA 0.000 0.000
2          5         5.2 1.19    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         20         0.0 0.00     5 0.376 0.238
5         24         0.0 0.00     4 0.331 0.126
6         24         0.0 0.00     6 0.273 0.155
7         24         0.0 0.00     7 0.326 0.204
8         24         0.0 0.00     4 0.353 0.250
9         26         0.0 0.00     2 0.335 0.152
10         0         0.0 0.00     6 0.720 0.000

[1] "Total fpts: NA (150)"
       Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ariel Miranda  SEA     P   7700 20.95     14.660000    11.464423
2     Matt Andriese   TB     P   7400 30.95     12.960000     7.107689
3      Derek Norris   TB     C   2800  7.00      4.950000     5.286278
4       Chris Davis  BAL    1B   4200  5.00      6.120000     6.313478
5  Daniel Robertson   TB 2B/3B   2500  2.00      4.333333     4.658001
6        Jose Reyes  NYM    3B   3900    NA      6.916667     7.353891
7       Tim Beckham   TB    SS   3000 32.00      7.083333     8.298332
8        Adam Jones  BAL    OF   4500  8.00      7.461538     6.463626
9   Corey Dickerson   TB    OF   3800  3.00      9.000000     6.324555
10  Kevin Kiermaier   TB    OF   3500  7.00      5.760000     6.784050
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.19    NA 0.000 0.000
2          5         5.6 1.32    NA 0.000 0.000
3         20         0.0 0.00     8 0.239 0.078
4         25         0.0 0.00     4 0.317 0.157
5         12         0.0 0.00     9 0.320 0.158
6         24         0.0 0.00     6 0.273 0.155
7         24         0.0 0.00     7 0.326 0.204
8         26         0.0 0.00     2 0.335 0.152
9         22         0.0 0.00     1 0.414 0.278
10        25         0.0 0.00     2 0.261 0.073



***********************************************************************************************
Contest 16: 2017-05-05 $33.00entry_MLB$200KFastball
***********************************************************************************************
[1] "PnL: 3665"

[1] "Total fpts: 176.45 (1)"
         Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3    Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5        Chase Utley  LAD    2B   3400  0.00      2.090909     2.508168
6        Miguel Sano  MIN    3B   4200 17.00     11.318182     9.458613
7      Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8        Yasiel Puig  LAD    OF   3800 13.00      6.230769     7.865406
9       Joc Pederson  LAD    OF   3700  4.00      6.181818     6.353238
10    Cody Bellinger  LAD    OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5         11         0.0 0.00     8 0.170 0.021
6         22         0.0 0.00     3 0.455 0.356
7         13         0.0 0.00     1 0.304 0.136
8         26         0.0 0.00     7 0.318 0.177
9         11         0.0 0.00     6 0.301 0.120
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 169.5 (2)"
        Lineup (26) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P   9600 26.5     18.316667     5.840862
2    Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3   Yasmani Grandal  LAD   C   3400  7.0      5.952381     7.067363
4  Paul Goldschmidt  ARI  1B   5500 39.0     11.206897     7.379408
5    Tyler Saladino  CWS  2B   3900  0.0      5.529412     4.938594
6     Justin Turner  LAD  3B   3800 10.0      8.125000     5.169413
7      Corey Seager  LAD  SS   4400  7.0      9.080000     7.761658
8  Christian Yelich  MIA  OF   4100  9.0      8.423077     7.590379
9      Joc Pederson  LAD  OF   3700  4.0      6.181818     6.353238
10   Cody Bellinger  LAD  OF   3600 35.0      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5         17         0.0 0.00     6 0.284 0.067
6         24         0.0 0.00     3 0.419 0.141
7         25         0.0 0.00     2 0.387 0.214
8         26         0.0 0.00     3 0.306 0.117
9         11         0.0 0.00     6 0.301 0.120
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 165.95 (3)"
        Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2     Michael Fulmer  DET   P   8000 32.00     17.512500     8.274496
3       Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5       Rougned Odor  TEX  2B   3900 16.00      5.392857     5.977360
6         Joey Gallo  TEX  3B   3500  0.00      9.178571     8.649785
7       Elvis Andrus  TEX  SS   3800 18.00      8.333333     7.395425
8         AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9       Carlos Gomez  TEX  OF   3500  2.00      7.629630     8.571635
10      Nomar Mazara  TEX  OF   3300  4.00      7.925926     8.965429
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0    1    NA 0.000 0.000
2          4         6.2    1    NA 0.000 0.000
3         21         0.0    0     8 0.247 0.075
4         29         0.0    0     3 0.430 0.214
5         28         0.0    0     2 0.274 0.188
6         28         0.0    0     6 0.367 0.347
7         27         0.0    0     4 0.353 0.211
8         26         0.0    0     1 0.352 0.153
9         27         0.0    0     5 0.334 0.206
10        27         0.0    0     3 0.306 0.164

[1] "Total fpts: 161.45 (4)"
          Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3        Jeff Mathis  ARI     C   2900  5.00      3.285714     5.783645
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5         Dee Gordon  MIA    2B   4000  7.00      8.695652     6.622515
6       Martin Prado  MIA    3B   3200 15.00      6.714286     4.445024
7      Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8  Giancarlo Stanton  MIA    OF   4400 11.00      8.640000     9.308956
9   Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
10     Marcell Ozuna  MIA    OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         14         0.0 0.00     8 0.164 0.137
4         29         0.0 0.00     3 0.430 0.214
5         23         0.0 0.00     1 0.315 0.073
6         14         0.0 0.00     2 0.317 0.140
7         13         0.0 0.00     1 0.304 0.136
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 160.25 (5)"
       Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2     Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3  Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4      Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5       Dee Gordon  MIA  2B   4000  7.00      8.695652     6.622515
6    Justin Turner  LAD  3B   3800 10.00      8.125000     5.169413
7     Aledmys Diaz  STL  SS   3700 24.00      6.904762     9.486331
8      Yasiel Puig  LAD  OF   3800 13.00      6.230769     7.865406
9     Joc Pederson  LAD  OF   3700  4.00      6.181818     6.353238
10  Cody Bellinger  LAD  OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         24         0.0 0.00     6 0.303 0.160
5         23         0.0 0.00     1 0.315 0.073
6         24         0.0 0.00     3 0.419 0.141
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     7 0.318 0.177
9         11         0.0 0.00     6 0.301 0.120
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 159.5 (6)"
        Lineup (32) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P   9600 26.5     18.316667     5.840862
2    Michael Fulmer  DET     P   8000 32.0     17.512500     8.274496
3     Yadier Molina  STL     C   3100  5.0      5.380952     4.318289
4    Matt Carpenter  STL    1B   3900 26.0      7.428571     5.870021
5       Jedd Gyorko  STL 2B/3B   3800 12.0     10.529412     9.887604
6         Jake Lamb  ARI    3B   5100  0.0     10.444444     7.083748
7      Aledmys Diaz  STL    SS   3700 24.0      6.904762     9.486331
8        AJ Pollock  ARI    OF   5200 17.0     10.230769     8.081127
9  Christian Yelich  MIA    OF   4100  9.0      8.423077     7.590379
10   Randal Grichuk  STL    OF   3400  8.0      6.043478     5.980865
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     5 0.306 0.086
4         21         0.0 0.00     3 0.359 0.173
5         17         0.0 0.00     4 0.467 0.357
6         27         0.0 0.00     4 0.389 0.262
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     1 0.352 0.153
9         26         0.0 0.00     3 0.306 0.117
10        23         0.0 0.00     7 0.279 0.130

[1] "Total fpts: 156.45 (7)"
         Lineup (13) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3    Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4        Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5        Kolten Wong  STL  2B   2700  7.00      7.850000     6.611593
6      Justin Turner  LAD  3B   3800 10.00      8.125000     5.169413
7       Corey Seager  LAD  SS   4400  7.00      9.080000     7.761658
8         AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9       Andrew Toles  LAD  OF   3600  9.00      9.266667     7.777868
10    Cody Bellinger  LAD  OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         24         0.0 0.00     6 0.303 0.160
5         20         0.0 0.00     1 0.369 0.167
6         24         0.0 0.00     3 0.419 0.141
7         25         0.0 0.00     2 0.387 0.214
8         26         0.0 0.00     1 0.352 0.153
9         15         0.0 0.00     1 0.337 0.207
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 150.45 (8)"
         Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3       Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4          Joe Mauer  MIN  1B   3700 23.00      5.944444     3.621378
5       Brian Dozier  MIN  2B   4400  0.00      9.000000     6.449806
6        Miguel Sano  MIN  3B   4200 17.00     11.318182     9.458613
7      Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
9  Andrew Benintendi  BOS  OF   3800 17.00      7.416667     6.317104
10     Eddie Rosario  MIN  OF   3500 15.00      6.619048     5.024701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         18         0.0 0.00     2 0.275 0.081
5         21         0.0 0.00     1 0.330 0.168
6         22         0.0 0.00     3 0.455 0.356
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     3 0.306 0.117
9         24         0.0 0.00     2 0.342 0.124
10        21         0.0 0.00     9 0.314 0.130

[1] "Total fpts: 149.5 (9)"
      Lineup (144) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P   9600 26.5     18.316667     5.840862
2   Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3  Yasmani Grandal  LAD   C   3400  7.0      5.952381     7.067363
4        Joe Mauer  MIN  1B   3700 23.0      5.944444     3.621378
5     Brian Dozier  MIN  2B   4400  0.0      9.000000     6.449806
6      Miguel Sano  MIN  3B   4200 17.0     11.318182     9.458613
7     Corey Seager  LAD  SS   4400  7.0      9.080000     7.761658
8       AJ Pollock  ARI  OF   5200 17.0     10.230769     8.081127
9  Robbie Grossman  MIN  OF   3600  5.0      7.562500     6.153251
10   Eddie Rosario  MIN  OF   3500 15.0      6.619048     5.024701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         18         0.0 0.00     2 0.275 0.081
5         21         0.0 0.00     1 0.330 0.168
6         22         0.0 0.00     3 0.455 0.356
7         25         0.0 0.00     2 0.387 0.214
8         26         0.0 0.00     1 0.352 0.153
9         16         0.0 0.00     4 0.361 0.109
10        21         0.0 0.00     9 0.314 0.130

[1] "Total fpts: 149.25 (10)"
          Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3       Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4        Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5       Brian Dozier  MIN  2B   4400  0.00      9.000000     6.449806
6       Martin Prado  MIA  3B   3200 15.00      6.714286     4.445024
7       Aledmys Diaz  STL  SS   3700 24.00      6.904762     9.486331
8  Giancarlo Stanton  MIA  OF   4400 11.00      8.640000     9.308956
9   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
10     Marcell Ozuna  MIA  OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         24         0.0 0.00     6 0.303 0.160
5         21         0.0 0.00     1 0.330 0.168
6         14         0.0 0.00     2 0.317 0.140
7         21         0.0 0.00     6 0.286 0.189
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 145.4 (11)"
        Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2      Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3   Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4  Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5       Alen Hanson  PIT  2B   3300  0.00      6.600000     8.532292
6     Justin Turner  LAD  3B   3800 10.00      8.125000     5.169413
7      Corey Seager  LAD  SS   4400  7.00      9.080000     7.761658
8     David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9      Andrew Toles  LAD  OF   3600  9.00      9.266667     7.777868
10   Cody Bellinger  LAD  OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5          5         0.0 0.00     7 0.248 0.138
6         24         0.0 0.00     3 0.419 0.141
7         25         0.0 0.00     2 0.387 0.214
8         22         0.0 0.00     2 0.382 0.183
9         15         0.0 0.00     1 0.337 0.207
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 145.25 (12)"
       Lineup (105) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P  10400 12.60     27.210000     5.096862
2      Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3   Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4  Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5   Jonathan Villar  MIL  2B   4300  8.00      7.962963     8.505570
6     Justin Turner  LAD  3B   3800 10.00      8.125000     5.169413
7       Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8       Yasiel Puig  LAD  OF   3800 13.00      6.230769     7.865406
9      Joc Pederson  LAD  OF   3700  4.00      6.181818     6.353238
10   Cody Bellinger  LAD  OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5         27         0.0 0.00     1 0.264 0.135
6         24         0.0 0.00     3 0.419 0.141
7         15         0.0 0.00     1 0.375 0.211
8         26         0.0 0.00     7 0.318 0.177
9         11         0.0 0.00     6 0.301 0.120
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 144.45 (13)"
         Lineup (65) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3        Rene Rivera  NYM     C   2200 10.00      6.000000     6.896054
4      Wilmer Flores  NYM 1B/3B   3100 12.00      6.571429     7.721337
5        Neil Walker  NYM    2B   3600  0.00      6.307692     6.265903
6         Jose Reyes  NYM    3B   3900  7.00      6.916667     7.353891
7       Aledmys Diaz  STL    SS   3700 24.00      6.904762     9.486331
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
10 Curtis Granderson  NYM    OF   3400 18.00      4.565217     6.207225
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         10         0.0 0.00     8 0.293 0.095
4          7         0.0 0.00     6 0.222 0.167
5         26         0.0 0.00     4 0.286 0.120
6         24         0.0 0.00     7 0.273 0.155
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10        23         0.0 0.00     5 0.190 0.105

[1] "Total fpts: 143.3 (14)"
      Lineup (57) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P   9600 26.5     18.316667     5.840862
2  Jhoulys Chacin   SD   P   5400 11.8     11.483333    15.869993
3    Derek Norris   TB   C   2700 16.0      5.047619     5.171810
4  Ryan Zimmerman  WSH  1B   4700 22.0     14.619048     8.840114
5   Daniel Murphy  WSH  2B   4800  3.0      9.875000    10.393612
6  Anthony Rendon  WSH  3B   4100 24.0      7.863636    14.662214
7     Trea Turner  WSH  SS   5000  4.0     12.866667    11.819274
8      AJ Pollock  ARI  OF   5200 17.0     10.230769     8.081127
9   David Peralta  ARI  OF   4700  8.0      9.000000     9.227289
10   Jayson Werth  WSH  OF   3800 11.0      6.095238     5.957388
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         21         0.0 0.00     4 0.544 0.434
5         24         0.0 0.00     3 0.401 0.228
6         22         0.0 0.00     5 0.337 0.140
7         15         0.0 0.00     1 0.375 0.211
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10        21         0.0 0.00     2 0.333 0.134

[1] "Total fpts: 142.95 (15)"
         Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2     Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3        JT Realmuto  MIA     C   3500  5.00      6.772727     7.150969
4        Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5       Brian Dozier  MIN    2B   4400  0.00      9.000000     6.449806
6       Miguel Rojas  MIA 3B/SS   2100 22.00      6.923077     6.197601
7        Trea Turner  WSH    SS   5000  4.00     12.866667    11.819274
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9  Giancarlo Stanton  MIA    OF   4400 11.00      8.640000     9.308956
10     Marcell Ozuna  MIA    OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0    1    NA 0.000 0.000
2          4         6.2    1    NA 0.000 0.000
3         22         0.0    0     7 0.353 0.130
4         24         0.0    0     6 0.303 0.160
5         21         0.0    0     1 0.330 0.168
6         13         0.0    0     8 0.342 0.055
7         15         0.0    0     1 0.375 0.211
8         26         0.0    0     1 0.352 0.153
9         25         0.0    0     4 0.341 0.240
10        26         0.0    0     5 0.393 0.262

[1] "Total fpts: 141.7 (16)"
         Lineup (78) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
3      Yadier Molina  STL     C   3100  5.00      5.380952     4.318289
4     Matt Carpenter  STL    1B   3900 26.00      7.428571     5.870021
5        Jedd Gyorko  STL 2B/3B   3800 12.00     10.529412     9.887604
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7       Aledmys Diaz  STL    SS   3700 24.00      6.904762     9.486331
8  Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
9   Michael Conforto  NYM    OF   3700  7.00     12.812500    10.672199
10    Randal Grichuk  STL    OF   3400  8.00      6.043478     5.980865
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         7.0 1.00    NA 0.000 0.000
3         21         0.0 0.00     5 0.306 0.086
4         21         0.0 0.00     3 0.359 0.173
5         17         0.0 0.00     4 0.467 0.357
6         10         0.0 0.00     6 0.369 0.262
7         21         0.0 0.00     6 0.286 0.189
8         24         0.0 0.00     2 0.342 0.124
9         16         0.0 0.00     1 0.465 0.343
10        23         0.0 0.00     7 0.279 0.130

[1] "Total fpts: 140.55 (17)"
        Lineup (98) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2    Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3   Jonathan Lucroy  TEX   C   3300  2.00      5.368421     6.824877
4  Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5      Rougned Odor  TEX  2B   3900 16.00      5.392857     5.977360
6     Manny Machado  BAL  3B   4900  3.00      8.740741     8.112633
7      Elvis Andrus  TEX  SS   3800 18.00      8.333333     7.395425
8        AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9      Nomar Mazara  TEX  OF   3300  4.00      7.925926     8.965429
10 Delino DeShields  TEX  OF   3100 12.00      7.076923     8.311253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         19         0.0 0.00     9 0.270 0.111
4         29         0.0 0.00     3 0.430 0.214
5         28         0.0 0.00     2 0.274 0.188
6         27         0.0 0.00     3 0.344 0.252
7         27         0.0 0.00     4 0.353 0.211
8         26         0.0 0.00     1 0.352 0.153
9         27         0.0 0.00     3 0.306 0.164
10        13         0.0 0.00     1 0.284 0.085

[1] "Total fpts: 140.45 (18)"
         Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3       Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5         Dee Gordon  MIA  2B   4000  7.00      8.695652     6.622515
6      Evan Longoria   TB  3B   4000 15.00      6.692308     6.373503
7        Tim Beckham   TB  SS   2900  5.00      8.080000     9.530303
8      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9    Kevin Kiermaier   TB  OF   3300  2.00      5.807692     6.651431
10     Peter Bourjos   TB  OF   2700  0.00      4.500000     5.631544
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         29         0.0 0.00     3 0.430 0.214
5         23         0.0 0.00     1 0.315 0.073
6         26         0.0 0.00     3 0.285 0.165
7         25         0.0 0.00     1 0.351 0.258
8         22         0.0 0.00     2 0.382 0.183
9         26         0.0 0.00     2 0.266 0.071
10         8         0.0 0.00     9 0.273 0.105

[1] "Total fpts: 140.25 (19)"
         Lineup (45) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3   Martin Maldonado  LAA   C   2200 19.00      4.190476     4.044985
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5     Danny Espinosa  LAA  2B   2800  0.00      5.666667     6.598199
6      Yunel Escobar  LAA  3B   2900  8.00      6.730769     6.514953
7  Andrelton Simmons  LAA  SS   2800  5.00      6.038462     5.806760
8         AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
10        Ben Revere  LAA  OF   2900  0.00      5.200000     4.848826
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     9 0.293 0.045
4         29         0.0 0.00     3 0.430 0.214
5         24         0.0 0.00     7 0.229 0.125
6         26         0.0 0.00     1 0.303 0.099
7         26         0.0 0.00     6 0.317 0.104
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10        10         0.0 0.00     8 0.217 0.043

[1] "Total fpts: 139.25 (20)"
       Lineup (147) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2      Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3  Martin Maldonado  LAA     C   2200 19.00      4.190476     4.044985
4     Albert Pujols  LAA    1B   3800 14.00      7.115385     6.192427
5        Dee Gordon  MIA    2B   4000  7.00      8.695652     6.622515
6     Yunel Escobar  LAA    3B   2900  8.00      6.730769     6.514953
7     Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8        Mike Trout  LAA    OF   5300  7.00     11.692308     5.409394
9        AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
10   Cameron Maybin  LAA    OF   3400 10.00      7.000000     5.487359
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     9 0.293 0.045
4         26         0.0 0.00     4 0.278 0.111
5         23         0.0 0.00     1 0.315 0.073
6         26         0.0 0.00     1 0.303 0.099
7         13         0.0 0.00     1 0.304 0.136
8         26         0.0 0.00     3 0.483 0.359
9         26         0.0 0.00     1 0.352 0.153
10        19         0.0 0.00     2 0.284 0.080

[1] "Total fpts: 137.75 (21)"
         Lineup (24) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2     Michael Fulmer  DET   P   8000 32.00     17.512500     8.274496
3    Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4          Josh Bell  PIT  1B   3100 21.00      6.739130     6.883560
5         Dee Gordon  MIA  2B   4000  7.00      8.695652     6.622515
6       Martin Prado  MIA  3B   3200 15.00      6.714286     4.445024
7        Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8  Giancarlo Stanton  MIA  OF   4400 11.00      8.640000     9.308956
9   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
10     Marcell Ozuna  MIA  OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         23         0.0 0.00     2 0.342 0.177
5         23         0.0 0.00     1 0.315 0.073
6         14         0.0 0.00     2 0.317 0.140
7         15         0.0 0.00     1 0.375 0.211
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 136.6 (22)"
       Lineup (83) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2   Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3  Yasmani Grandal  LAD   C   3400  7.0      5.952381     7.067363
4    Mark Reynolds  COL  1B   4300 19.0     10.041667     8.985395
5      Neil Walker  NYM  2B   3600  0.0      6.307692     6.265903
6    Justin Turner  LAD  3B   3800 10.0      8.125000     5.169413
7     Corey Seager  LAD  SS   4400  7.0      9.080000     7.761658
8     Mookie Betts  BOS  OF   4800  5.0      7.130435     7.712471
9     Andrew Toles  LAD  OF   3600  9.0      9.266667     7.777868
10  Cody Bellinger  LAD  OF   3600 35.0      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         24         0.0 0.00     5 0.404 0.287
5         26         0.0 0.00     4 0.286 0.120
6         24         0.0 0.00     3 0.419 0.141
7         25         0.0 0.00     2 0.387 0.214
8         23         0.0 0.00     3 0.343 0.135
9         15         0.0 0.00     1 0.337 0.207
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 136.45 (23)"
        Lineup (122) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3    Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4        Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5        Jose Altuve  HOU    2B   4600 10.00     10.080000     8.533854
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7      Carlos Correa  HOU    SS   4600 10.00      7.250000     6.173224
8    George Springer  HOU    OF   4200  9.00      9.272727     7.863005
9       Josh Reddick  HOU    OF   3700 19.00      7.272727     8.095747
10    Carlos Beltran  HOU    OF   3500 14.00      5.590909     5.526207
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         24         0.0 0.00     6 0.303 0.160
5         25         0.0 0.00     3 0.371 0.160
6         10         0.0 0.00     6 0.369 0.262
7         24         0.0 0.00     4 0.335 0.157
8         22         0.0 0.00     1 0.340 0.240
9         22         0.0 0.00     2 0.325 0.138
10        22         0.0 0.00     5 0.274 0.098

[1] "Total fpts: 134.25 (24)"
        Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3     Hector Sanchez   SD   C   2200  0.00           NaN           NA
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5  Yangervis Solarte   SD  2B   3300  7.00      7.071429     5.792259
6       Ryan Schimpf   SD  3B   3400  5.00      6.458333     7.360170
7        Erick Aybar   SD  SS   2500  5.00      6.120000     6.352952
8         AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9  Andrew Benintendi  BOS  OF   3800 17.00      7.416667     6.317104
10    Hunter Renfroe   SD  OF   3100  0.00      5.259259     6.010200
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3          0         0.0 0.00     6 0.195 0.150
4         29         0.0 0.00     3 0.430 0.214
5         28         0.0 0.00     4 0.343 0.139
6         24         0.0 0.00     5 0.310 0.262
7         25         0.0 0.00     8 0.282 0.140
8         26         0.0 0.00     1 0.352 0.153
9         24         0.0 0.00     2 0.342 0.124
10        27         0.0 0.00     7 0.258 0.168

[1] "Total fpts: 133.75 (25)"
         Lineup (58) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2     Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3       Jason Castro  MIN     C   2800  0.00      5.000000     5.855400
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5       Brian Dozier  MIN    2B   4400  0.00      9.000000     6.449806
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7      Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9  Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
10     Eddie Rosario  MIN    OF   3500 15.00      6.619048     5.024701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         15         0.0 0.00     7 0.306 0.164
4         29         0.0 0.00     3 0.430 0.214
5         21         0.0 0.00     1 0.330 0.168
6         10         0.0 0.00     6 0.369 0.262
7         20         0.0 0.00     8 0.287 0.092
8         23         0.0 0.00     3 0.343 0.135
9         24         0.0 0.00     2 0.342 0.124
10        21         0.0 0.00     9 0.314 0.130

[1] "Total fpts: 133.45 (26)"
         Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Omar Narvaez  CWS     C   2800  8.00      4.500000     5.125693
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5     Tyler Saladino  CWS    2B   3900  0.00      5.529412     4.938594
6      Matt Davidson  CWS    3B   3500  0.00      8.846154     9.590326
7      Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9     Avisail Garcia  CWS    OF   3800  5.00     10.260870     8.914836
10      Willy Garcia  CWS    OF   2800  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         12         0.0 0.00     8 0.313 0.026
4         29         0.0 0.00     3 0.430 0.214
5         17         0.0 0.00     6 0.284 0.067
6         13         0.0 0.00     5 0.384 0.328
7         13         0.0 0.00     1 0.304 0.136
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     4 0.436 0.227
10         0         0.0 0.00     7 0.195 0.091

[1] "Total fpts: 133.4 (27)"
        Lineup (120) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Lance Lynn  STL   P   7800 24.7     19.800000     9.671694
2  Eduardo Rodriguez  BOS   P   7600 14.7     20.212500     8.647965
3       Brian McCann  HOU   C   3200 23.0      8.526316     6.104356
4   Paul Goldschmidt  ARI  1B   5500 39.0     11.206897     7.379408
5        Alen Hanson  PIT  2B   3300  0.0      6.600000     8.532292
6          Jake Lamb  ARI  3B   5100  0.0     10.444444     7.083748
7  Andrelton Simmons  LAA  SS   2800  5.0      6.038462     5.806760
8         AJ Pollock  ARI  OF   5200 17.0     10.230769     8.081127
9      Yasmany Tomas  ARI  OF   4800  2.0      9.086957     8.948911
10     David Peralta  ARI  OF   4700  8.0      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 1.09    NA 0.000 0.000
2          4         4.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     7 0.360 0.167
4         29         0.0 0.00     3 0.430 0.214
5          5         0.0 0.00     7 0.248 0.138
6         27         0.0 0.00     4 0.389 0.262
7         26         0.0 0.00     6 0.317 0.104
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: 133.25 (28)"
         Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3     Salvador Perez   KC     C   3400  5.00      6.695652     7.054559
4        Eric Hosmer   KC    1B   3800 24.00      5.800000     4.654747
5    Whit Merrifield   KC 2B/OF   3400  5.00      6.416667     6.556861
6     Mike Moustakas   KC    3B   3500  3.00      8.190476     6.169433
7      Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9       Lorenzo Cain   KC    OF   3900  5.00      7.541667     5.158186
10 Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         23         0.0 0.00     5 0.302 0.229
4         25         0.0 0.00     4 0.288 0.087
5         12         0.0 0.00     1 0.302 0.178
6         21         0.0 0.00     2 0.350 0.268
7         13         0.0 0.00     1 0.304 0.136
8         26         0.0 0.00     1 0.352 0.153
9         24         0.0 0.00     3 0.347 0.106
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 132.5 (29)"
       Lineup (85) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P   9600 26.5     18.316667     5.840862
2   Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3  Yasmani Grandal  LAD   C   3400  7.0      5.952381     7.067363
4      Chris Davis  BAL  1B   4100 24.0      6.076923     6.189818
5   Tyler Saladino  CWS  2B   3900  0.0      5.529412     4.938594
6    Manny Machado  BAL  3B   4900  3.0      8.740741     8.112633
7     Aledmys Diaz  STL  SS   3700 24.0      6.904762     9.486331
8      Mark Trumbo  BAL  OF   4500  8.0      6.074074     6.961023
9       Adam Jones  BAL  OF   4300  0.0      7.481481     6.338954
10      Seth Smith  BAL  OF   3600  8.0      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         26         0.0 0.00     4 0.317 0.151
5         17         0.0 0.00     6 0.284 0.067
6         27         0.0 0.00     3 0.344 0.252
7         21         0.0 0.00     6 0.286 0.189
8         27         0.0 0.00     5 0.256 0.092
9         27         0.0 0.00     2 0.336 0.146
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 131.6 (30)"
         Lineup (37) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2     Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3        JT Realmuto  MIA   C   3500  5.0      6.772727     7.150969
4        Justin Bour  MIA  1B   3000 16.0      6.375000     8.165742
5     Dustin Pedroia  BOS  2B   4100  5.0      5.523810     4.377431
6      Manny Machado  BAL  3B   4900  3.0      8.740741     8.112633
7       Aledmys Diaz  STL  SS   3700 24.0      6.904762     9.486331
8  Giancarlo Stanton  MIA  OF   4400 11.0      8.640000     9.308956
9   Christian Yelich  MIA  OF   4100  9.0      8.423077     7.590379
10     Marcell Ozuna  MIA  OF   3600 14.0      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         22         0.0 0.00     7 0.353 0.130
4         24         0.0 0.00     6 0.303 0.160
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     3 0.344 0.252
7         21         0.0 0.00     6 0.286 0.189
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 131.25 (31)"
        Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Brian McCann  HOU     C   3200 23.00      8.526316     6.104356
4       Yuli Gurriel  HOU    1B   3100  3.00      8.000000     7.607014
5        Jose Altuve  HOU    2B   4600 10.00     10.080000     8.533854
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7      Carlos Correa  HOU    SS   4600 10.00      7.250000     6.173224
8  Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
9   Michael Conforto  NYM    OF   3700  7.00     12.812500    10.672199
10    Carlos Beltran  HOU    OF   3500 14.00      5.590909     5.526207
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         19         0.0 0.00     7 0.360 0.167
4         16         0.0 0.00     6 0.351 0.144
5         25         0.0 0.00     3 0.371 0.160
6         10         0.0 0.00     6 0.369 0.262
7         24         0.0 0.00     4 0.335 0.157
8         24         0.0 0.00     2 0.342 0.124
9         16         0.0 0.00     1 0.465 0.343
10        22         0.0 0.00     5 0.274 0.098

[1] "Total fpts: 129.95 (32)"
        Lineup (126) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2     Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3    Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6      Justin Turner  LAD    3B   3800 10.00      8.125000     5.169413
7   Francisco Lindor  CLE    SS   4300  0.00     10.458333     9.614207
8        Yasiel Puig  LAD    OF   3800 13.00      6.230769     7.865406
9       Joc Pederson  LAD    OF   3700  4.00      6.181818     6.353238
10    Cody Bellinger  LAD    OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0    1    NA 0.000 0.000
2          4         6.2    1    NA 0.000 0.000
3         21         0.0    0     4 0.301 0.165
4         22         0.0    0     4 0.346 0.194
5         21         0.0    0     1 0.312 0.045
6         24         0.0    0     3 0.419 0.141
7         24         0.0    0     2 0.404 0.302
8         26         0.0    0     7 0.318 0.177
9         11         0.0    0     6 0.301 0.120
10         9         0.0    0     5 0.396 0.273

[1] "Total fpts: 129.3 (33)"
         Lineup (1) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P   9600 26.5     18.316667     5.840862
2    Jhoulys Chacin   SD     P   5400 11.8     11.483333    15.869993
3       JT Realmuto  MIA     C   3500  5.0      6.772727     7.150969
4  Paul Goldschmidt  ARI    1B   5500 39.0     11.206897     7.379408
5        Dee Gordon  MIA    2B   4000  7.0      8.695652     6.622515
6         Jake Lamb  ARI    3B   5100  0.0     10.444444     7.083748
7     Andrew Romine  DET OF/SS   2100 13.0      6.692308     7.273062
8        AJ Pollock  ARI    OF   5200 17.0     10.230769     8.081127
9     Yasmany Tomas  ARI    OF   4800  2.0      9.086957     8.948911
10    David Peralta  ARI    OF   4700  8.0      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         22         0.0 0.00     7 0.353 0.130
4         29         0.0 0.00     3 0.430 0.214
5         23         0.0 0.00     1 0.315 0.073
6         27         0.0 0.00     4 0.389 0.262
7         13         0.0 0.00     1 0.304 0.136
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: 129.25 (34)"
      Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2     Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3     Derek Norris   TB     C   2700 16.00      5.047619     5.171810
4        Joe Mauer  MIN    1B   3700 23.00      5.944444     3.621378
5     Brian Dozier  MIN    2B   4400  0.00      9.000000     6.449806
6      Miguel Sano  MIN    3B   4200 17.00     11.318182     9.458613
7    Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8    David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
9       Max Kepler  MIN    OF   3800  3.00      8.105263     6.822306
10 Robbie Grossman  MIN    OF   3600  5.00      7.562500     6.153251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         18         0.0 0.00     2 0.275 0.081
5         21         0.0 0.00     1 0.330 0.168
6         22         0.0 0.00     3 0.455 0.356
7         13         0.0 0.00     1 0.304 0.136
8         22         0.0 0.00     2 0.382 0.183
9         19         0.0 0.00     5 0.351 0.167
10        16         0.0 0.00     4 0.361 0.109

[1] "Total fpts: 128.35 (35)"
        Lineup (79) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2    Dallas Keuchel  HOU   P  10400 12.60     27.210000     5.096862
3   Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4         Josh Bell  PIT  1B   3100 21.00      6.739130     6.883560
5       Kolten Wong  STL  2B   2700  7.00      7.850000     6.611593
6     Justin Turner  LAD  3B   3800 10.00      8.125000     5.169413
7      Corey Seager  LAD  SS   4400  7.00      9.080000     7.761658
8  Michael Conforto  NYM  OF   3700  7.00     12.812500    10.672199
9      Joc Pederson  LAD  OF   3700  4.00      6.181818     6.353238
10   Cody Bellinger  LAD  OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         7.4 0.81    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         23         0.0 0.00     2 0.342 0.177
5         20         0.0 0.00     1 0.369 0.167
6         24         0.0 0.00     3 0.419 0.141
7         25         0.0 0.00     2 0.387 0.214
8         16         0.0 0.00     1 0.465 0.343
9         11         0.0 0.00     6 0.301 0.120
10         9         0.0 0.00     5 0.396 0.273

[1] "Total fpts: 126.75 (36)"
       Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2    Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3      Derek Norris   TB     C   2700 16.00      5.047619     5.171810
4       Chris Davis  BAL    1B   4100 24.00      6.076923     6.189818
5   Jonathan Schoop  BAL    2B   3800  4.00      7.777778     5.479566
6     Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7     Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8       Mark Trumbo  BAL    OF   4500  8.00      6.074074     6.961023
9        Adam Jones  BAL    OF   4300  0.00      7.481481     6.338954
10 Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         26         0.0 0.00     4 0.317 0.151
5         27         0.0 0.00     6 0.367 0.221
6         27         0.0 0.00     3 0.344 0.252
7         13         0.0 0.00     1 0.304 0.136
8         27         0.0 0.00     5 0.256 0.092
9         27         0.0 0.00     2 0.336 0.146
10        26         0.0 0.00     3 0.306 0.117

[1] "Total fpts: 126.7 (37)"
         Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
3     Russell Martin  TOR     C   3200  8.00      6.200000     5.356747
4        Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5       Devon Travis  TOR    2B   3400  7.00      4.473684     5.910146
6      Chris Coghlan  TOR 3B/OF   2700  0.00      6.375000     5.902481
7       Aledmys Diaz  STL    SS   3700 24.00      6.904762     9.486331
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9      Jose Bautista  TOR    OF   4000  0.00      6.600000     5.830952
10      Kevin Pillar  TOR    OF   2900 15.00      8.384615     8.075033
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         7.0 1.00    NA 0.000 0.000
3         20         0.0 0.00     3 0.334 0.157
4         24         0.0 0.00     6 0.303 0.160
5         19         0.0 0.00     8 0.207 0.082
6          8         0.0 0.00     9 0.326 0.121
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     1 0.352 0.153
9         25         0.0 0.00     2 0.278 0.101
10        26         0.0 0.00     1 0.362 0.200

[1] "Total fpts: 126.5 (38)"
          Lineup (9) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P   9600 26.5     18.316667     5.840862
2     Michael Fulmer  DET     P   8000 32.0     17.512500     8.274496
3       Derek Norris   TB     C   2700 16.0      5.047619     5.171810
4     Hanley Ramirez  BOS 1B/OF   4600  2.0      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.0      5.523810     4.377431
6    Eduardo Escobar  MIN 3B/SS   2700  3.0      6.900000     5.858517
7    Xander Bogaerts  BOS    SS   4400  3.0      7.619048     4.620348
8         AJ Pollock  ARI    OF   5200 17.0     10.230769     8.081127
9       Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
10 Andrew Benintendi  BOS    OF   3800 17.0      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         10         0.0 0.00     6 0.369 0.262
7         21         0.0 0.00     5 0.346 0.046
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     3 0.343 0.135
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 125.45 (39)"
         Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3    Jonathan Lucroy  TEX   C   3300  2.00      5.368421     6.824877
4        Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5       Rougned Odor  TEX  2B   3900 16.00      5.392857     5.977360
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7       Elvis Andrus  TEX  SS   3800 18.00      8.333333     7.395425
8   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
9       Nomar Mazara  TEX  OF   3300  4.00      7.925926     8.965429
10  Delino DeShields  TEX  OF   3100 12.00      7.076923     8.311253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         19         0.0 0.00     9 0.270 0.111
4         24         0.0 0.00     6 0.303 0.160
5         28         0.0 0.00     2 0.274 0.188
6         27         0.0 0.00     4 0.389 0.262
7         27         0.0 0.00     4 0.353 0.211
8         26         0.0 0.00     3 0.306 0.117
9         27         0.0 0.00     3 0.306 0.164
10        13         0.0 0.00     1 0.284 0.085

[1] "Total fpts: 124.3 (40)"
          Lineup (4) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P   9600 26.5     18.316667     5.840862
2     Jhoulys Chacin   SD     P   5400 11.8     11.483333    15.869993
3       Derek Norris   TB     C   2700 16.0      5.047619     5.171810
4   Paul Goldschmidt  ARI    1B   5500 39.0     11.206897     7.379408
5      Brandon Drury  ARI    2B   4500  0.0      6.560000     5.909597
6          Jake Lamb  ARI    3B   5100  0.0     10.444444     7.083748
7       Chris Owings  ARI OF/SS   4500  3.0     10.720000    10.047885
8      Yasmany Tomas  ARI    OF   4800  2.0      9.086957     8.948911
9   Christian Yelich  MIA    OF   4100  9.0      8.423077     7.590379
10 Andrew Benintendi  BOS    OF   3800 17.0      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     7 0.374 0.204
8         23         0.0 0.00     5 0.362 0.272
9         26         0.0 0.00     3 0.306 0.117
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 123.65 (41)"
        Lineup (12) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET   P   8000 32.00     17.512500     8.274496
2      Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3     Roberto Perez  CLE   C   2500  2.00      3.444444     6.085045
4  Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5       Kolten Wong  STL  2B   2700  7.00      7.850000     6.611593
6         Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7       Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8        AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9     Yasmany Tomas  ARI  OF   4800  2.00      9.086957     8.948911
10    David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.00    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3          9         0.0 0.00     9 0.179 0.029
4         29         0.0 0.00     3 0.430 0.214
5         20         0.0 0.00     1 0.369 0.167
6         27         0.0 0.00     4 0.389 0.262
7         15         0.0 0.00     1 0.375 0.211
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: 123.45 (42)"
         Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3    Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5    Whit Merrifield   KC 2B/OF   3400  5.00      6.416667     6.556861
6     Mike Moustakas   KC    3B   3500  3.00      8.190476     6.169433
7    Alcides Escobar   KC    SS   3200  7.00      3.480000     3.686914
8       Lorenzo Cain   KC    OF   3900  5.00      7.541667     5.158186
9   Michael Conforto  NYM    OF   3700  7.00     12.812500    10.672199
10      Brandon Moss   KC    OF   3200  2.00      5.888889     5.717763
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5         12         0.0 0.00     1 0.302 0.178
6         21         0.0 0.00     2 0.350 0.268
7         25         0.0 0.00     9 0.212 0.063
8         24         0.0 0.00     3 0.347 0.106
9         16         0.0 0.00     1 0.465 0.343
10        18         0.0 0.00     8 0.265 0.182

[1] "Total fpts: 123.4 (43)"
        Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2      Jesse Chavez  LAA     P   6500 12.65     14.370000    10.507652
3      Derek Norris   TB     C   2700 16.00      5.047619     5.171810
4  Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5     Brandon Drury  ARI    2B   4500  0.00      6.560000     5.909597
6         Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7     Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8     Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
9     David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
10     Kevin Pillar  TOR    OF   2900 15.00      8.384615     8.075033
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         13         0.0 0.00     1 0.304 0.136
8         23         0.0 0.00     5 0.362 0.272
9         22         0.0 0.00     2 0.382 0.183
10        26         0.0 0.00     1 0.362 0.200

[1] "Total fpts: 123.4 (44)"
     Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2    Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3  Russell Martin  TOR   C   3200  8.00      6.200000     5.356747
4       Joe Mauer  MIN  1B   3700 23.00      5.944444     3.621378
5    Brian Dozier  MIN  2B   4400  0.00      9.000000     6.449806
6     Miguel Sano  MIN  3B   4200 17.00     11.318182     9.458613
7   Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8      AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9   David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
10  Eddie Rosario  MIN  OF   3500 15.00      6.619048     5.024701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         20         0.0 0.00     3 0.334 0.157
4         18         0.0 0.00     2 0.275 0.081
5         21         0.0 0.00     1 0.330 0.168
6         22         0.0 0.00     3 0.455 0.356
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10        21         0.0 0.00     9 0.314 0.130

[1] "Total fpts: 123.1 (45)"
         Lineup (70) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2      Danny Salazar  CLE   P  10000 14.5     20.810000     5.071661
3       Derek Norris   TB   C   2700 16.0      5.047619     5.171810
4      Mark Reynolds  COL  1B   4300 19.0     10.041667     8.985395
5         Dee Gordon  MIA  2B   4000  7.0      8.695652     6.622515
6       Martin Prado  MIA  3B   3200 15.0      6.714286     4.445024
7      Jorge Polanco  MIN  SS   3300  5.0      6.550000     4.536112
8  Giancarlo Stanton  MIA  OF   4400 11.0      8.640000     9.308956
9   Christian Yelich  MIA  OF   4100  9.0      8.423077     7.590379
10     Marcell Ozuna  MIA  OF   3600 14.0      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          5         5.8 1.38    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         24         0.0 0.00     5 0.404 0.287
5         23         0.0 0.00     1 0.315 0.073
6         14         0.0 0.00     2 0.317 0.140
7         20         0.0 0.00     8 0.287 0.092
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 122.6 (46)"
       Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P  10400 12.6     27.210000     5.096862
2    Michael Fulmer  DET     P   8000 32.0     17.512500     8.274496
3    Russell Martin  TOR     C   3200  8.0      6.200000     5.356747
4  Paul Goldschmidt  ARI    1B   5500 39.0     11.206897     7.379408
5      Devon Travis  TOR    2B   3400  7.0      4.473684     5.910146
6     Chris Coghlan  TOR 3B/OF   2700  0.0      6.375000     5.902481
7       Trea Turner  WSH    SS   5000  4.0     12.866667    11.819274
8      Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
9     Jose Bautista  TOR    OF   4000  0.0      6.600000     5.830952
10     Kevin Pillar  TOR    OF   2900 15.0      8.384615     8.075033
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         20         0.0 0.00     3 0.334 0.157
4         29         0.0 0.00     3 0.430 0.214
5         19         0.0 0.00     8 0.207 0.082
6          8         0.0 0.00     9 0.326 0.121
7         15         0.0 0.00     1 0.375 0.211
8         23         0.0 0.00     3 0.343 0.135
9         25         0.0 0.00     2 0.278 0.101
10        26         0.0 0.00     1 0.362 0.200

[1] "Total fpts: 122.25 (47)"
          Lineup (38) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2        Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3  Francisco Cervelli  PIT     C   3000  5.00      6.333333     5.594115
4           Josh Bell  PIT    1B   3100 21.00      6.739130     6.883560
5       Josh Harrison  PIT 2B/3B   3500  0.00      8.391304     7.101467
6       Justin Turner  LAD    3B   3800 10.00      8.125000     5.169413
7       Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8          AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9    Andrew McCutchen  PIT    OF   4300  0.00      7.461538     6.376399
10    Gregory Polanco  PIT    OF   4200 12.00      6.285714     6.083937
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         18         0.0 0.00     5 0.310 0.192
4         23         0.0 0.00     2 0.342 0.177
5         23         0.0 0.00     1 0.388 0.211
6         24         0.0 0.00     3 0.419 0.141
7         13         0.0 0.00     1 0.304 0.136
8         26         0.0 0.00     1 0.352 0.153
9         26         0.0 0.00     3 0.327 0.196
10        21         0.0 0.00     4 0.284 0.081

[1] "Total fpts: 121.3 (48)"
       Lineup (64) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P   9600 26.5     18.316667     5.840862
2   Jhoulys Chacin   SD   P   5400 11.8     11.483333    15.869993
3     Brian McCann  HOU   C   3200 23.0      8.526316     6.104356
4      Chris Davis  BAL  1B   4100 24.0      6.076923     6.189818
5  Jonathan Schoop  BAL  2B   3800  4.0      7.777778     5.479566
6    Manny Machado  BAL  3B   4900  3.0      8.740741     8.112633
7      Trea Turner  WSH  SS   5000  4.0     12.866667    11.819274
8       AJ Pollock  ARI  OF   5200 17.0     10.230769     8.081127
9      Mark Trumbo  BAL  OF   4500  8.0      6.074074     6.961023
10      Adam Jones  BAL  OF   4300  0.0      7.481481     6.338954
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         19         0.0 0.00     7 0.360 0.167
4         26         0.0 0.00     4 0.317 0.151
5         27         0.0 0.00     6 0.367 0.221
6         27         0.0 0.00     3 0.344 0.252
7         15         0.0 0.00     1 0.375 0.211
8         26         0.0 0.00     1 0.352 0.153
9         27         0.0 0.00     5 0.256 0.092
10        27         0.0 0.00     2 0.336 0.146

[1] "Total fpts: 121.25 (49)"
         Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3  Christian Vazquez  BOS   C   2700  0.00      6.583333     8.938765
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5     Dustin Pedroia  BOS  2B   4100  5.00      5.523810     4.377431
6      Evan Longoria   TB  3B   4000 15.00      6.692308     6.373503
7        Tim Beckham   TB  SS   2900  5.00      8.080000     9.530303
8       Steven Souza   TB  OF   3400  8.00      7.230769     6.659175
9    Kevin Kiermaier   TB  OF   3300  2.00      5.807692     6.651431
10   Corey Dickerson   TB  OF   3200  3.00      8.739130     6.304525
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         29         0.0 0.00     3 0.430 0.214
5         21         0.0 0.00     1 0.312 0.045
6         26         0.0 0.00     3 0.285 0.165
7         25         0.0 0.00     1 0.351 0.258
8         26         0.0 0.00     4 0.372 0.185
9         26         0.0 0.00     2 0.266 0.071
10        23         0.0 0.00     5 0.404 0.265

[1] "Total fpts: 120.45 (50)"
        Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Brian McCann  HOU     C   3200 23.00      8.526316     6.104356
4       Yuli Gurriel  HOU    1B   3100  3.00      8.000000     7.607014
5       Brian Dozier  MIN    2B   4400  0.00      9.000000     6.449806
6    Marwin Gonzalez  HOU 3B/OF   3300  5.00     12.294118    10.251614
7      Carlos Correa  HOU    SS   4600 10.00      7.250000     6.173224
8   Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
9         Seth Smith  BAL    OF   3600  8.00      9.615385     8.827405
10    Carlos Beltran  HOU    OF   3500 14.00      5.590909     5.526207
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         19         0.0 0.00     7 0.360 0.167
4         16         0.0 0.00     6 0.351 0.144
5         21         0.0 0.00     1 0.330 0.168
6         17         0.0 0.00     8 0.428 0.453
7         24         0.0 0.00     4 0.335 0.157
8         26         0.0 0.00     3 0.306 0.117
9         13         0.0 0.00     1 0.396 0.225
10        22         0.0 0.00     5 0.274 0.098

[1] "Total fpts: 120.25 (51)"
         Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3        JT Realmuto  MIA     C   3500  5.00      6.772727     7.150969
4        Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5        Neil Walker  NYM    2B   3600  0.00      6.307692     6.265903
6       Miguel Rojas  MIA 3B/SS   2100 22.00      6.923077     6.197601
7   Francisco Lindor  CLE    SS   4300  0.00     10.458333     9.614207
8      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
9  Giancarlo Stanton  MIA    OF   4400 11.00      8.640000     9.308956
10     Marcell Ozuna  MIA    OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         22         0.0 0.00     7 0.353 0.130
4         24         0.0 0.00     6 0.303 0.160
5         26         0.0 0.00     4 0.286 0.120
6         13         0.0 0.00     8 0.342 0.055
7         24         0.0 0.00     2 0.404 0.302
8         22         0.0 0.00     2 0.382 0.183
9         25         0.0 0.00     4 0.341 0.240
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 119.45 (52)"
         Lineup (49) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Jason Castro  MIN     C   2800  0.00      5.000000     5.855400
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5         Dee Gordon  MIA    2B   4000  7.00      8.695652     6.622515
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7      Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8   Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
9         Max Kepler  MIN    OF   3800  3.00      8.105263     6.822306
10   Robbie Grossman  MIN    OF   3600  5.00      7.562500     6.153251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         15         0.0 0.00     7 0.306 0.164
4         29         0.0 0.00     3 0.430 0.214
5         23         0.0 0.00     1 0.315 0.073
6         10         0.0 0.00     6 0.369 0.262
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     3 0.306 0.117
9         19         0.0 0.00     5 0.351 0.167
10        16         0.0 0.00     4 0.361 0.109

[1] "Total fpts: 119.3 (53)"
        Lineup (62) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P   9600 26.5     18.316667     5.840862
2    Jhoulys Chacin   SD     P   5400 11.8     11.483333    15.869993
3      Brian McCann  HOU     C   3200 23.0      8.526316     6.104356
4     Mark Reynolds  COL    1B   4300 19.0     10.041667     8.985395
5       DJ LeMahieu  COL    2B   4700  3.0      6.560000     6.265514
6     Nolan Arenado  COL    3B   5400  3.0      9.111111     7.672796
7     Andrew Romine  DET OF/SS   2100 13.0      6.692308     7.273062
8        AJ Pollock  ARI    OF   5200 17.0     10.230769     8.081127
9  Charlie Blackmon  COL    OF   5100  3.0     10.740741     7.608662
10      Ian Desmond  COL    OF   4900  0.0     14.000000    13.089436
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         19         0.0 0.00     7 0.360 0.167
4         24         0.0 0.00     5 0.404 0.287
5         25         0.0 0.00     2 0.328 0.093
6         27         0.0 0.00     3 0.389 0.297
7         13         0.0 0.00     1 0.304 0.136
8         26         0.0 0.00     1 0.352 0.153
9         27         0.0 0.00     1 0.379 0.292
10         4         0.0 0.00     4 0.442 0.316

[1] "Total fpts: 118.75 (54)"
         Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2     Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3       Brian McCann  HOU   C   3200 23.00      8.526316     6.104356
4       Yuli Gurriel  HOU  1B   3100  3.00      8.000000     7.607014
5        Jose Altuve  HOU  2B   4600 10.00     10.080000     8.533854
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7      Carlos Correa  HOU  SS   4600 10.00      7.250000     6.173224
8         AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
10    Carlos Beltran  HOU  OF   3500 14.00      5.590909     5.526207
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         19         0.0 0.00     7 0.360 0.167
4         16         0.0 0.00     6 0.351 0.144
5         25         0.0 0.00     3 0.371 0.160
6         27         0.0 0.00     4 0.389 0.262
7         24         0.0 0.00     4 0.335 0.157
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10        22         0.0 0.00     5 0.274 0.098

[1] "Total fpts: 118.2 (55)"
        Lineup (133) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10000 14.5     20.810000     5.071661
2         Lance Lynn  STL     P   7800 24.7     19.800000     9.671694
3  Christian Vazquez  BOS     C   2700  0.0      6.583333     8.938765
4     Hanley Ramirez  BOS 1B/OF   4600  2.0      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.0      5.523810     4.377431
6      Evan Longoria   TB    3B   4000 15.0      6.692308     6.373503
7       Aledmys Diaz  STL    SS   3700 24.0      6.904762     9.486331
8       Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
9  Giancarlo Stanton  MIA    OF   4400 11.0      8.640000     9.308956
10 Andrew Benintendi  BOS    OF   3800 17.0      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.38    NA 0.000 0.000
2          4         5.9 1.09    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         26         0.0 0.00     3 0.285 0.165
7         21         0.0 0.00     6 0.286 0.189
8         23         0.0 0.00     3 0.343 0.135
9         25         0.0 0.00     4 0.341 0.240
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 116.6 (56)"
         Lineup (51) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2     Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3  Christian Vazquez  BOS   C   2700  0.0      6.583333     8.938765
4          Josh Bell  PIT  1B   3100 21.0      6.739130     6.883560
5     Dustin Pedroia  BOS  2B   4100  5.0      5.523810     4.377431
6          Jake Lamb  ARI  3B   5100  0.0     10.444444     7.083748
7       Aledmys Diaz  STL  SS   3700 24.0      6.904762     9.486331
8       Mookie Betts  BOS  OF   4800  5.0      7.130435     7.712471
9     Jackie Bradley  BOS  OF   4200  0.0      5.142857     6.347103
10 Andrew Benintendi  BOS  OF   3800 17.0      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         23         0.0 0.00     2 0.342 0.177
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     4 0.389 0.262
7         21         0.0 0.00     6 0.286 0.189
8         23         0.0 0.00     3 0.343 0.135
9         14         0.0 0.00     8 0.251 0.094
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 116.25 (57)"
     Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Dallas Keuchel  HOU     P  10400 12.60     27.210000     5.096862
2    Jesse Chavez  LAA     P   6500 12.65     14.370000    10.507652
3   Yadier Molina  STL     C   3100  5.00      5.380952     4.318289
4  Matt Carpenter  STL    1B   3900 26.00      7.428571     5.870021
5     Jedd Gyorko  STL 2B/3B   3800 12.00     10.529412     9.887604
6   Nolan Arenado  COL    3B   5400  3.00      9.111111     7.672796
7    Aledmys Diaz  STL    SS   3700 24.00      6.904762     9.486331
8    Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9   David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
10 Randal Grichuk  STL    OF   3400  8.00      6.043478     5.980865
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         21         0.0 0.00     5 0.306 0.086
4         21         0.0 0.00     3 0.359 0.173
5         17         0.0 0.00     4 0.467 0.357
6         27         0.0 0.00     3 0.389 0.297
7         21         0.0 0.00     6 0.286 0.189
8         23         0.0 0.00     3 0.343 0.135
9         22         0.0 0.00     2 0.382 0.183
10        23         0.0 0.00     7 0.279 0.130

[1] "Total fpts: 115.6 (58)"
         Lineup (113) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2      Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3  Francisco Cervelli  PIT   C   3000  5.0      6.333333     5.594115
4    Paul Goldschmidt  ARI  1B   5500 39.0     11.206897     7.379408
5         Alen Hanson  PIT  2B   3300  0.0      6.600000     8.532292
6       Manny Machado  BAL  3B   4900  3.0      8.740741     8.112633
7        Jordy Mercer  PIT  SS   3000  4.0      5.833333     5.592438
8       David Peralta  ARI  OF   4700  8.0      9.000000     9.227289
9     Gregory Polanco  PIT  OF   4200 12.0      6.285714     6.083937
10         Jose Osuna  PIT  OF   2800  0.0      9.571429     8.904253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         18         0.0 0.00     5 0.310 0.192
4         29         0.0 0.00     3 0.430 0.214
5          5         0.0 0.00     7 0.248 0.138
6         27         0.0 0.00     3 0.344 0.252
7         24         0.0 0.00     8 0.297 0.099
8         22         0.0 0.00     2 0.382 0.183
9         21         0.0 0.00     4 0.284 0.081
10         7         0.0 0.00     6 0.385 0.206

[1] "Total fpts: 115.45 (59)"
          Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3        JT Realmuto  MIA   C   3500  5.00      6.772727     7.150969
4        Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5        Kolten Wong  STL  2B   2700  7.00      7.850000     6.611593
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7      Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8  Giancarlo Stanton  MIA  OF   4400 11.00      8.640000     9.308956
9   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
10     Marcell Ozuna  MIA  OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         22         0.0 0.00     7 0.353 0.130
4         24         0.0 0.00     6 0.303 0.160
5         20         0.0 0.00     1 0.369 0.167
6         27         0.0 0.00     4 0.389 0.262
7         20         0.0 0.00     8 0.287 0.092
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 115.45 (60)"
          Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2        Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3  Francisco Cervelli  PIT   C   3000  5.00      6.333333     5.594115
4           Josh Bell  PIT  1B   3100 21.00      6.739130     6.883560
5          Dee Gordon  MIA  2B   4000  7.00      8.695652     6.622515
6       Evan Longoria   TB  3B   4000 15.00      6.692308     6.373503
7        Corey Seager  LAD  SS   4400  7.00      9.080000     7.761658
8    Andrew McCutchen  PIT  OF   4300  0.00      7.461538     6.376399
9     Gregory Polanco  PIT  OF   4200 12.00      6.285714     6.083937
10         Jose Osuna  PIT  OF   2800  0.00      9.571429     8.904253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         18         0.0 0.00     5 0.310 0.192
4         23         0.0 0.00     2 0.342 0.177
5         23         0.0 0.00     1 0.315 0.073
6         26         0.0 0.00     3 0.285 0.165
7         25         0.0 0.00     2 0.387 0.214
8         26         0.0 0.00     3 0.327 0.196
9         21         0.0 0.00     4 0.284 0.081
10         7         0.0 0.00     6 0.385 0.206

[1] "Total fpts: 115.25 (61)"
       Lineup (86) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2     Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3  Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4      Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5     Rougned Odor  TEX  2B   3900 16.00      5.392857     5.977360
6       Joey Gallo  TEX  3B   3500  0.00      9.178571     8.649785
7     Elvis Andrus  TEX  SS   3800 18.00      8.333333     7.395425
8    David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9     Carlos Gomez  TEX  OF   3500  2.00      7.629630     8.571635
10    Nomar Mazara  TEX  OF   3300  4.00      7.925926     8.965429
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         24         0.0 0.00     6 0.303 0.160
5         28         0.0 0.00     2 0.274 0.188
6         28         0.0 0.00     6 0.367 0.347
7         27         0.0 0.00     4 0.353 0.211
8         22         0.0 0.00     2 0.382 0.183
9         27         0.0 0.00     5 0.334 0.206
10        27         0.0 0.00     3 0.306 0.164

[1] "Total fpts: 114.95 (62)"
        Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2     Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3     Salvador Perez   KC     C   3400  5.00      6.695652     7.054559
4        Eric Hosmer   KC    1B   3800 24.00      5.800000     4.654747
5    Whit Merrifield   KC 2B/OF   3400  5.00      6.416667     6.556861
6     Mike Moustakas   KC    3B   3500  3.00      8.190476     6.169433
7        Trea Turner  WSH    SS   5000  4.00     12.866667    11.819274
8      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
9       Lorenzo Cain   KC    OF   3900  5.00      7.541667     5.158186
10  Michael Conforto  NYM    OF   3700  7.00     12.812500    10.672199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0    1    NA 0.000 0.000
2          4         6.2    1    NA 0.000 0.000
3         23         0.0    0     5 0.302 0.229
4         25         0.0    0     4 0.288 0.087
5         12         0.0    0     1 0.302 0.178
6         21         0.0    0     2 0.350 0.268
7         15         0.0    0     1 0.375 0.211
8         22         0.0    0     2 0.382 0.183
9         24         0.0    0     3 0.347 0.106
10        16         0.0    0     1 0.465 0.343

[1] "Total fpts: 114.35 (63)"
       Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2   Dallas Keuchel  HOU     P  10400 12.60     27.210000     5.096862
3   Russell Martin  TOR     C   3200  8.00      6.200000     5.356747
4  Kendrys Morales  TOR    1B   3300 41.00      5.884615     5.673284
5       Dee Gordon  MIA    2B   4000  7.00      8.695652     6.622515
6    Chris Coghlan  TOR 3B/OF   2700  0.00      6.375000     5.902481
7    Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8    David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
9    Jose Bautista  TOR    OF   4000  0.00      6.600000     5.830952
10    Kevin Pillar  TOR    OF   2900 15.00      8.384615     8.075033
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         7.4 0.81    NA 0.000 0.000
3         20         0.0 0.00     3 0.334 0.157
4         26         0.0 0.00     4 0.276 0.136
5         23         0.0 0.00     1 0.315 0.073
6          8         0.0 0.00     9 0.326 0.121
7         20         0.0 0.00     8 0.287 0.092
8         22         0.0 0.00     2 0.382 0.183
9         25         0.0 0.00     2 0.278 0.101
10        26         0.0 0.00     1 0.362 0.200

[1] "Total fpts: 113.35 (64)"
        Lineup (71) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P  10400 12.60     27.210000     5.096862
2      Jimmy Nelson  MIL     P   6600 10.75     10.700000    13.030397
3    Russell Martin  TOR     C   3200  8.00      6.200000     5.356747
4  Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5        Ryan Goins  TOR 2B/SS   2000  2.00      5.400000     6.150494
6         Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7     Jose Iglesias  DET    SS   2500 14.00      7.437500     7.108387
8        AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9     Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
10    David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          5         5.7 1.53    NA 0.000 0.000
3         20         0.0 0.00     3 0.334 0.157
4         29         0.0 0.00     3 0.430 0.214
5         15         0.0 0.00     7 0.268 0.180
6         27         0.0 0.00     4 0.389 0.262
7         16         0.0 0.00     9 0.273 0.152
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: 112.45 (65)"
         Lineup (21) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Jason Castro  MIN     C   2800  0.00      5.000000     5.855400
4        Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5       Brian Dozier  MIN    2B   4400  0.00      9.000000     6.449806
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7      Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
10     Eddie Rosario  MIN    OF   3500 15.00      6.619048     5.024701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         15         0.0 0.00     7 0.306 0.164
4         24         0.0 0.00     6 0.303 0.160
5         21         0.0 0.00     1 0.330 0.168
6         10         0.0 0.00     6 0.369 0.262
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10        21         0.0 0.00     9 0.314 0.130

[1] "Total fpts: 112.45 (66)"
         Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Caleb Joseph  BAL     C   2600  0.00      4.200000     6.250333
4        Chris Davis  BAL    1B   4100 24.00      6.076923     6.189818
5         Dee Gordon  MIA    2B   4000  7.00      8.695652     6.622515
6      Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7      Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8         Adam Jones  BAL    OF   4300  0.00      7.481481     6.338954
9   Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
10        Seth Smith  BAL    OF   3600  8.00      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         26         0.0 0.00     4 0.317 0.151
5         23         0.0 0.00     1 0.315 0.073
6         27         0.0 0.00     3 0.344 0.252
7         13         0.0 0.00     1 0.304 0.136
8         27         0.0 0.00     2 0.336 0.146
9         26         0.0 0.00     3 0.306 0.117
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 112.45 (67)"
         Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Derek Norris   TB     C   2700 16.00      5.047619     5.171810
4       Rickie Weeks   TB    1B   2600  0.00      5.818182     5.653639
5   Daniel Robertson   TB 2B/3B   2400 16.00      4.153846     4.506406
6          Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7        Trea Turner  WSH    SS   5000  4.00     12.866667    11.819274
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9       Steven Souza   TB    OF   3400  8.00      7.230769     6.659175
10   Corey Dickerson   TB    OF   3200  3.00      8.739130     6.304525
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         11         0.0 0.00     6 0.309 0.133
5         13         0.0 0.00     7 0.309 0.146
6         27         0.0 0.00     4 0.389 0.262
7         15         0.0 0.00     1 0.375 0.211
8         26         0.0 0.00     1 0.352 0.153
9         26         0.0 0.00     4 0.372 0.185
10        23         0.0 0.00     5 0.404 0.265

[1] "Total fpts: 112.4 (68)"
        Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2      Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3      Omar Narvaez  CWS   C   2800  8.00      4.500000     5.125693
4  Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5    Tyler Saladino  CWS  2B   3900  0.00      5.529412     4.938594
6     Manny Machado  BAL  3B   4900  3.00      8.740741     8.112633
7      Tim Anderson  CWS  SS   4100  6.00      6.000000     6.747133
8        AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9      Leury Garcia  CWS  OF   3100  6.00      6.050000     5.753489
10     Willy Garcia  CWS  OF   2800  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         12         0.0 0.00     8 0.313 0.026
4         29         0.0 0.00     3 0.430 0.214
5         17         0.0 0.00     6 0.284 0.067
6         27         0.0 0.00     3 0.344 0.252
7         22         0.0 0.00     1 0.235 0.085
8         26         0.0 0.00     1 0.352 0.153
9         20         0.0 0.00     9 0.310 0.153
10         0         0.0 0.00     7 0.195 0.091

[1] "Total fpts: 112.1 (69)"
      Lineup (124) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU     P  10400 12.6     27.210000     5.096862
2     Chris Archer   TB     P   9600 26.5     18.316667     5.840862
3     Derek Norris   TB     C   2700 16.0      5.047619     5.171810
4      Eric Hosmer   KC    1B   3800 24.0      5.800000     4.654747
5  Whit Merrifield   KC 2B/OF   3400  5.0      6.416667     6.556861
6   Mike Moustakas   KC    3B   3500  3.0      8.190476     6.169433
7  Alcides Escobar   KC    SS   3200  7.0      3.480000     3.686914
8     Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
9    David Peralta  ARI    OF   4700  8.0      9.000000     9.227289
10    Lorenzo Cain   KC    OF   3900  5.0      7.541667     5.158186
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         25         0.0 0.00     4 0.288 0.087
5         12         0.0 0.00     1 0.302 0.178
6         21         0.0 0.00     2 0.350 0.268
7         25         0.0 0.00     9 0.212 0.063
8         23         0.0 0.00     3 0.343 0.135
9         22         0.0 0.00     2 0.382 0.183
10        24         0.0 0.00     3 0.347 0.106

[1] "Total fpts: 111.75 (70)"
         Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2      Michael Fulmer  DET   P   8000 32.00     17.512500     8.274496
3  Francisco Cervelli  PIT   C   3000  5.00      6.333333     5.594115
4           Josh Bell  PIT  1B   3100 21.00      6.739130     6.883560
5        Brian Dozier  MIN  2B   4400  0.00      9.000000     6.449806
6           Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7        Aledmys Diaz  STL  SS   3700 24.00      6.904762     9.486331
8    Andrew McCutchen  PIT  OF   4300  0.00      7.461538     6.376399
9     Gregory Polanco  PIT  OF   4200 12.00      6.285714     6.083937
10         Jose Osuna  PIT  OF   2800  0.00      9.571429     8.904253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         18         0.0 0.00     5 0.310 0.192
4         23         0.0 0.00     2 0.342 0.177
5         21         0.0 0.00     1 0.330 0.168
6         27         0.0 0.00     4 0.389 0.262
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     3 0.327 0.196
9         21         0.0 0.00     4 0.284 0.081
10         7         0.0 0.00     6 0.385 0.206

[1] "Total fpts: 111.1 (71)"
         Lineup (89) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU     P  10400 12.6     27.210000     5.096862
2      Danny Salazar  CLE     P  10000 14.5     20.810000     5.071661
3        JT Realmuto  MIA     C   3500  5.0      6.772727     7.150969
4        Justin Bour  MIA    1B   3000 16.0      6.375000     8.165742
5    Jonathan Schoop  BAL    2B   3800  4.0      7.777778     5.479566
6       Miguel Rojas  MIA 3B/SS   2100 22.0      6.923077     6.197601
7       Corey Seager  LAD    SS   4400  7.0      9.080000     7.761658
8       Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
9  Giancarlo Stanton  MIA    OF   4400 11.0      8.640000     9.308956
10     Marcell Ozuna  MIA    OF   3600 14.0      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          5         5.8 1.38    NA 0.000 0.000
3         22         0.0 0.00     7 0.353 0.130
4         24         0.0 0.00     6 0.303 0.160
5         27         0.0 0.00     6 0.367 0.221
6         13         0.0 0.00     8 0.342 0.055
7         25         0.0 0.00     2 0.387 0.214
8         23         0.0 0.00     3 0.343 0.135
9         25         0.0 0.00     4 0.341 0.240
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 110.55 (72)"
         Lineup (22) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2     Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3  Christian Vazquez  BOS   C   2700  0.00      6.583333     8.938765
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5     Dustin Pedroia  BOS  2B   4100  5.00      5.523810     4.377431
6      Evan Longoria   TB  3B   4000 15.00      6.692308     6.373503
7   Francisco Lindor  CLE  SS   4300  0.00     10.458333     9.614207
8       Mookie Betts  BOS  OF   4800  5.00      7.130435     7.712471
9     Jackie Bradley  BOS  OF   4200  0.00      5.142857     6.347103
10 Andrew Benintendi  BOS  OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         29         0.0 0.00     3 0.430 0.214
5         21         0.0 0.00     1 0.312 0.045
6         26         0.0 0.00     3 0.285 0.165
7         24         0.0 0.00     2 0.404 0.302
8         23         0.0 0.00     3 0.343 0.135
9         14         0.0 0.00     8 0.251 0.094
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 109.6 (73)"
       Lineup (150) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2    Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3      Omar Narvaez  CWS   C   2800  8.0      4.500000     5.125693
4  Paul Goldschmidt  ARI  1B   5500 39.0     11.206897     7.379408
5    Tyler Saladino  CWS  2B   3900  0.0      5.529412     4.938594
6     Matt Davidson  CWS  3B   3500  0.0      8.846154     9.590326
7       Trea Turner  WSH  SS   5000  4.0     12.866667    11.819274
8      Mookie Betts  BOS  OF   4800  5.0      7.130435     7.712471
9      Leury Garcia  CWS  OF   3100  6.0      6.050000     5.753489
10     Willy Garcia  CWS  OF   2800  3.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         12         0.0 0.00     8 0.313 0.026
4         29         0.0 0.00     3 0.430 0.214
5         17         0.0 0.00     6 0.284 0.067
6         13         0.0 0.00     5 0.384 0.328
7         15         0.0 0.00     1 0.375 0.211
8         23         0.0 0.00     3 0.343 0.135
9         20         0.0 0.00     9 0.310 0.153
10         0         0.0 0.00     7 0.195 0.091

[1] "Total fpts: 109.25 (74)"
    Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2   Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3   Stephen Vogt  OAK   C   3200  0.00      4.277778     4.775003
4  Yonder Alonso  OAK  1B   2900 12.00      9.300000     7.746646
5     Jed Lowrie  OAK  2B   2800  9.00      7.000000     6.220583
6      Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7   Aledmys Diaz  STL  SS   3700 24.00      6.904762     9.486331
8     AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9    Khris Davis  OAK  OF   3800  3.00      8.600000     8.088057
10    Matt Joyce  OAK  OF   2500  0.00      5.950000     6.824684
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         18         0.0 0.00     6 0.257 0.139
4         20         0.0 0.00     5 0.408 0.282
5         24         0.0 0.00     3 0.361 0.143
6         27         0.0 0.00     4 0.389 0.262
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     1 0.352 0.153
9         25         0.0 0.00     4 0.395 0.347
10        20         0.0 0.00     2 0.275 0.132

[1] "Total fpts: 108.6 (75)"
          Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2     Rafael Montero  NYM   P   4500 -0.35           NaN           NA
3       Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5        Neil Walker  NYM  2B   3600  0.00      6.307692     6.265903
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7      Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8         AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9      Yasmany Tomas  ARI  OF   4800  2.00      9.086957     8.948911
10     David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0  1.0    NA 0.000 0.000
2          0         1.1  3.3    NA 0.000 0.000
3         21         0.0  0.0     8 0.247 0.075
4         29         0.0  0.0     3 0.430 0.214
5         26         0.0  0.0     4 0.286 0.120
6         27         0.0  0.0     4 0.389 0.262
7         20         0.0  0.0     8 0.287 0.092
8         26         0.0  0.0     1 0.352 0.153
9         23         0.0  0.0     5 0.362 0.272
10        22         0.0  0.0     2 0.382 0.183

[1] "Total fpts: 108.25 (76)"
          Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2        Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3  Francisco Cervelli  PIT     C   3000  5.00      6.333333     5.594115
4    Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5         Alen Hanson  PIT    2B   3300  0.00      6.600000     8.532292
6     Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7       Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8    Andrew McCutchen  PIT    OF   4300  0.00      7.461538     6.376399
9     Gregory Polanco  PIT    OF   4200 12.00      6.285714     6.083937
10         Jose Osuna  PIT    OF   2800  0.00      9.571429     8.904253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         18         0.0 0.00     5 0.310 0.192
4         29         0.0 0.00     3 0.430 0.214
5          5         0.0 0.00     7 0.248 0.138
6         10         0.0 0.00     6 0.369 0.262
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     3 0.327 0.196
9         21         0.0 0.00     4 0.284 0.081
10         7         0.0 0.00     6 0.385 0.206

[1] "Total fpts: 107.45 (77)"
         Lineup (11) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3  Christian Vazquez  BOS     C   2700  0.00      6.583333     8.938765
4        Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6      Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7      Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9     Jackie Bradley  BOS    OF   4200  0.00      5.142857     6.347103
10 Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         24         0.0 0.00     6 0.303 0.160
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     3 0.344 0.252
7         13         0.0 0.00     1 0.304 0.136
8         23         0.0 0.00     3 0.343 0.135
9         14         0.0 0.00     8 0.251 0.094
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 107 (78)"
         Lineup (28) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2       Nick Pivetta  PHI     P   4700  9.25           NaN           NA
3  Christian Vazquez  BOS     C   2700  0.00      6.583333     8.938765
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5      Nick Franklin  MIL 2B/OF   3200  9.00      0.750000     1.500000
6          Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7        Tim Beckham   TB    SS   2900  5.00      8.080000     9.530303
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9      Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
10     David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          0         5.0 2.00    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         29         0.0 0.00     3 0.430 0.214
5          4         0.0 0.00     6 0.134 0.152
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     1 0.351 0.258
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: 106.95 (79)"
         Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2     Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3  Christian Vazquez  BOS     C   2700  0.00      6.583333     8.938765
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6      Yunel Escobar  LAA    3B   2900  8.00      6.730769     6.514953
7       Corey Seager  LAD    SS   4400  7.00      9.080000     7.761658
8       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9   Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
10 Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0    1    NA 0.000 0.000
2          4         6.2    1    NA 0.000 0.000
3         12         0.0    0     9 0.387 0.143
4         22         0.0    0     4 0.346 0.194
5         21         0.0    0     1 0.312 0.045
6         26         0.0    0     1 0.303 0.099
7         25         0.0    0     2 0.387 0.214
8         23         0.0    0     3 0.343 0.135
9         26         0.0    0     3 0.306 0.117
10        24         0.0    0     2 0.342 0.124

[1] "Total fpts: 106.55 (80)"
         Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2     Dallas Keuchel  HOU   P  10400 12.60     27.210000     5.096862
3  Christian Vazquez  BOS   C   2700  0.00      6.583333     8.938765
4        Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5        Neil Walker  NYM  2B   3600  0.00      6.307692     6.265903
6       Martin Prado  MIA  3B   3200 15.00      6.714286     4.445024
7       Corey Seager  LAD  SS   4400  7.00      9.080000     7.761658
8  Giancarlo Stanton  MIA  OF   4400 11.00      8.640000     9.308956
9   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
10     Marcell Ozuna  MIA  OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          5         7.4 0.81    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         24         0.0 0.00     6 0.303 0.160
5         26         0.0 0.00     4 0.286 0.120
6         14         0.0 0.00     2 0.317 0.140
7         25         0.0 0.00     2 0.387 0.214
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 105.3 (81)"
        Lineup (84) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Wade Miley  BAL   P   7500 -0.3     21.950000     9.319402
2     Andrew Triggs  OAK   P   6700 10.6     20.362500    13.548762
3        Manny Pina  MIL   C   2700  0.0      8.384615     6.318471
4  Paul Goldschmidt  ARI  1B   5500 39.0     11.206897     7.379408
5    Dustin Pedroia  BOS  2B   4100  5.0      5.523810     4.377431
6         Jake Lamb  ARI  3B   5100  0.0     10.444444     7.083748
7      Aledmys Diaz  STL  SS   3700 24.0      6.904762     9.486331
8        AJ Pollock  ARI  OF   5200 17.0     10.230769     8.081127
9     Yasmany Tomas  ARI  OF   4800  2.0      9.086957     8.948911
10    David Peralta  ARI  OF   4700  8.0      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.26    NA 0.000 0.000
2          4         5.9 0.92    NA 0.000 0.000
3         13         0.0 0.00     5 0.421 0.173
4         29         0.0 0.00     3 0.430 0.214
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     4 0.389 0.262
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: 104.7 (82)"
         Lineup (80) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
3       Derek Norris   TB     C   2700 16.00      5.047619     5.171810
4       Rickie Weeks   TB    1B   2600  0.00      5.818182     5.653639
5   Daniel Robertson   TB 2B/3B   2400 16.00      4.153846     4.506406
6      Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7        Tim Beckham   TB    SS   2900  5.00      8.080000     9.530303
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
10     Peter Bourjos   TB    OF   2700  0.00      4.500000     5.631544
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         7.0 1.00    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         11         0.0 0.00     6 0.309 0.133
5         13         0.0 0.00     7 0.309 0.146
6         27         0.0 0.00     3 0.344 0.252
7         25         0.0 0.00     1 0.351 0.258
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10         8         0.0 0.00     9 0.273 0.105

[1] "Total fpts: 104.15 (83)"
          Lineup (8) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
2     Rafael Montero  NYM   P   4500 -0.35           NaN           NA
3  Christian Vazquez  BOS   C   2700  0.00      6.583333     8.938765
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5      Brandon Drury  ARI  2B   4500  0.00      6.560000     5.909597
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7       Aledmys Diaz  STL  SS   3700 24.00      6.904762     9.486331
8       Mookie Betts  BOS  OF   4800  5.00      7.130435     7.712471
9      Yasmany Tomas  ARI  OF   4800  2.00      9.086957     8.948911
10     David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          0         1.1 3.30    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         21         0.0 0.00     6 0.286 0.189
8         23         0.0 0.00     3 0.343 0.135
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: 104.1 (84)"
       Lineup (116) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2      Chris Archer   TB   P   9600 26.5     18.316667     5.840862
3      Jason Castro  MIN   C   2800  0.0      5.000000     5.855400
4         Joe Mauer  MIN  1B   3700 23.0      5.944444     3.621378
5      Brian Dozier  MIN  2B   4400  0.0      9.000000     6.449806
6     Justin Turner  LAD  3B   3800 10.0      8.125000     5.169413
7     Jorge Polanco  MIN  SS   3300  5.0      6.550000     4.536112
8      Mookie Betts  BOS  OF   4800  5.0      7.130435     7.712471
9  Michael Conforto  NYM  OF   3700  7.0     12.812500    10.672199
10    Eddie Rosario  MIN  OF   3500 15.0      6.619048     5.024701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         15         0.0 0.00     7 0.306 0.164
4         18         0.0 0.00     2 0.275 0.081
5         21         0.0 0.00     1 0.330 0.168
6         24         0.0 0.00     3 0.419 0.141
7         20         0.0 0.00     8 0.287 0.092
8         23         0.0 0.00     3 0.343 0.135
9         16         0.0 0.00     1 0.465 0.343
10        21         0.0 0.00     9 0.314 0.130

[1] "Total fpts: 103.7 (85)"
        Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
3    Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4       Rickie Weeks   TB    1B   2600  0.00      5.818182     5.653639
5   Daniel Robertson   TB 2B/3B   2400 16.00      4.153846     4.506406
6      Evan Longoria   TB    3B   4000 15.00      6.692308     6.373503
7       Corey Seager  LAD    SS   4400  7.00      9.080000     7.761658
8      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
9       Steven Souza   TB    OF   3400  8.00      7.230769     6.659175
10   Corey Dickerson   TB    OF   3200  3.00      8.739130     6.304525
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         7.0 1.00    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         11         0.0 0.00     6 0.309 0.133
5         13         0.0 0.00     7 0.309 0.146
6         26         0.0 0.00     3 0.285 0.165
7         25         0.0 0.00     2 0.387 0.214
8         22         0.0 0.00     2 0.382 0.183
9         26         0.0 0.00     4 0.372 0.185
10        23         0.0 0.00     5 0.404 0.265

[1] "Total fpts: 103.55 (86)"
        Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2    Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3      Caleb Joseph  BAL   C   2600  0.00      4.200000     6.250333
4  Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5        Dee Gordon  MIA  2B   4000  7.00      8.695652     6.622515
6     Manny Machado  BAL  3B   4900  3.00      8.740741     8.112633
7          JJ Hardy  BAL  SS   3100  0.00      4.160000     5.177515
8        AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9        Adam Jones  BAL  OF   4300  0.00      7.481481     6.338954
10       Seth Smith  BAL  OF   3600  8.00      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         29         0.0 0.00     3 0.430 0.214
5         23         0.0 0.00     1 0.315 0.073
6         27         0.0 0.00     3 0.344 0.252
7         25         0.0 0.00     8 0.227 0.065
8         26         0.0 0.00     1 0.352 0.153
9         27         0.0 0.00     2 0.336 0.146
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 103.45 (87)"
         Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3         Manny Pina  MIL     C   2700  0.00      8.384615     6.318471
4        Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5      Nick Franklin  MIL 2B/OF   3200  9.00      0.750000     1.500000
6        Travis Shaw  MIL    3B   3600  0.00      9.760000     8.762039
7      Orlando Arcia  MIL    SS   3300  0.00      6.000000     6.988085
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
10      Keon Broxton  MIL    OF   3700  5.00      7.350000     8.405982
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         13         0.0 0.00     5 0.421 0.173
4         24         0.0 0.00     6 0.303 0.160
5          4         0.0 0.00     6 0.134 0.152
6         25         0.0 0.00     4 0.371 0.282
7         25         0.0 0.00     8 0.288 0.165
8         26         0.0 0.00     1 0.352 0.153
9         22         0.0 0.00     2 0.382 0.183
10        20         0.0 0.00     7 0.312 0.169

[1] "Total fpts: 102.65 (88)"
        Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
2      Jesse Chavez  LAA     P   6500 12.65     14.370000    10.507652
3        Manny Pina  MIL     C   2700  0.00      8.384615     6.318471
4  Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5     Brandon Drury  ARI    2B   4500  0.00      6.560000     5.909597
6         Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7      Chris Owings  ARI OF/SS   4500  3.00     10.720000    10.047885
8      Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9     Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
10     Andrew Toles  LAD    OF   3600  9.00      9.266667     7.777868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2 1.00    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         13         0.0 0.00     5 0.421 0.173
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     7 0.374 0.204
8         23         0.0 0.00     3 0.343 0.135
9         23         0.0 0.00     5 0.362 0.272
10        15         0.0 0.00     1 0.337 0.207

[1] "Total fpts: 102.45 (89)"
          Lineup (34) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2        Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3  Francisco Cervelli  PIT   C   3000  5.00      6.333333     5.594115
4         Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5         Alen Hanson  PIT  2B   3300  0.00      6.600000     8.532292
6           Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7        Jordy Mercer  PIT  SS   3000  4.00      5.833333     5.592438
8          AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9     Gregory Polanco  PIT  OF   4200 12.00      6.285714     6.083937
10         Jose Osuna  PIT  OF   2800  0.00      9.571429     8.904253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         18         0.0 0.00     5 0.310 0.192
4         24         0.0 0.00     6 0.303 0.160
5          5         0.0 0.00     7 0.248 0.138
6         27         0.0 0.00     4 0.389 0.262
7         24         0.0 0.00     8 0.297 0.099
8         26         0.0 0.00     1 0.352 0.153
9         21         0.0 0.00     4 0.284 0.081
10         7         0.0 0.00     6 0.385 0.206

[1] "Total fpts: 101.6 (90)"
         Lineup (125) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dallas Keuchel  HOU     P  10400 12.6     27.210000     5.096862
2      Michael Fulmer  DET     P   8000 32.0     17.512500     8.274496
3  Francisco Cervelli  PIT     C   3000  5.0      6.333333     5.594115
4           Josh Bell  PIT    1B   3100 21.0      6.739130     6.883560
5       Josh Harrison  PIT 2B/3B   3500  0.0      8.391304     7.101467
6       Manny Machado  BAL    3B   4900  3.0      8.740741     8.112633
7        Corey Seager  LAD    SS   4400  7.0      9.080000     7.761658
8    Andrew McCutchen  PIT    OF   4300  0.0      7.461538     6.376399
9     Gregory Polanco  PIT    OF   4200 12.0      6.285714     6.083937
10   Christian Yelich  MIA    OF   4100  9.0      8.423077     7.590379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         18         0.0 0.00     5 0.310 0.192
4         23         0.0 0.00     2 0.342 0.177
5         23         0.0 0.00     1 0.388 0.211
6         27         0.0 0.00     3 0.344 0.252
7         25         0.0 0.00     2 0.387 0.214
8         26         0.0 0.00     3 0.327 0.196
9         21         0.0 0.00     4 0.284 0.081
10        26         0.0 0.00     3 0.306 0.117

[1] "Total fpts: 101.35 (91)"
       Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2   Dallas Keuchel  HOU   P  10400 12.60     27.210000     5.096862
3     Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4      Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5     Brian Dozier  MIN  2B   4400  0.00      9.000000     6.449806
6    Evan Longoria   TB  3B   4000 15.00      6.692308     6.373503
7      Tim Beckham   TB  SS   2900  5.00      8.080000     9.530303
8       AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9  Kevin Kiermaier   TB  OF   3300  2.00      5.807692     6.651431
10   Peter Bourjos   TB  OF   2700  0.00      4.500000     5.631544
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         7.4 0.81    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         24         0.0 0.00     6 0.303 0.160
5         21         0.0 0.00     1 0.330 0.168
6         26         0.0 0.00     3 0.285 0.165
7         25         0.0 0.00     1 0.351 0.258
8         26         0.0 0.00     1 0.352 0.153
9         26         0.0 0.00     2 0.266 0.071
10         8         0.0 0.00     9 0.273 0.105

[1] "Total fpts: 99.55 (92)"
         Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2     Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3        JT Realmuto  MIA   C   3500  5.00      6.772727     7.150969
4        Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5    Jonathan Villar  MIL  2B   4300  8.00      7.962963     8.505570
6      Nolan Arenado  COL  3B   5400  3.00      9.111111     7.672796
7        Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8  Giancarlo Stanton  MIA  OF   4400 11.00      8.640000     9.308956
9   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
10     Marcell Ozuna  MIA  OF   3600 14.00      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         22         0.0 0.00     7 0.353 0.130
4         24         0.0 0.00     6 0.303 0.160
5         27         0.0 0.00     1 0.264 0.135
6         27         0.0 0.00     3 0.389 0.297
7         15         0.0 0.00     1 0.375 0.211
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: 98.45 (93)"
         Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3  Christian Vazquez  BOS     C   2700  0.00      6.583333     8.938765
4     Mitch Moreland  BOS    1B   3500  5.00      7.200000     6.837397
5      Josh Rutledge  BOS 2B/3B   2700  8.00           NaN           NA
6      Yunel Escobar  LAA    3B   2900  8.00      6.730769     6.514953
7    Xander Bogaerts  BOS    SS   4400  3.00      7.619048     4.620348
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9     Jackie Bradley  BOS    OF   4200  0.00      5.142857     6.347103
10  Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         25         0.0 0.00     6 0.353 0.186
5          0         0.0 0.00     7 0.225 0.000
6         26         0.0 0.00     1 0.303 0.099
7         21         0.0 0.00     5 0.346 0.046
8         26         0.0 0.00     1 0.352 0.153
9         14         0.0 0.00     8 0.251 0.094
10        26         0.0 0.00     3 0.306 0.117

[1] "Total fpts: 98.2 (94)"
         Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Nick Pivetta  PHI     P   4700  9.25           NaN           NA
3  Christian Vazquez  BOS     C   2700  0.00      6.583333     8.938765
4   Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5      Brandon Drury  ARI    2B   4500  0.00      6.560000     5.909597
6          Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7       Chris Owings  ARI OF/SS   4500  3.00     10.720000    10.047885
8      Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
9  Giancarlo Stanton  MIA    OF   4400 11.00      8.640000     9.308956
10  Delino DeShields  TEX    OF   3100 12.00      7.076923     8.311253
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4           7    1    NA 0.000 0.000
2          0           5    2    NA 0.000 0.000
3         12           0    0     9 0.387 0.143
4         29           0    0     3 0.430 0.214
5         25           0    0     6 0.349 0.109
6         27           0    0     4 0.389 0.262
7         25           0    0     7 0.374 0.204
8         23           0    0     5 0.362 0.272
9         25           0    0     4 0.341 0.240
10        13           0    0     1 0.284 0.085

[1] "Total fpts: 97.85 (95)"
         Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU   P  10400 12.60     27.210000     5.096862
2       Nick Pivetta  PHI   P   4700  9.25           NaN           NA
3        Rene Rivera  NYM   C   2200 10.00      6.000000     6.896054
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5      Brandon Drury  ARI  2B   4500  0.00      6.560000     5.909597
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7   Francisco Lindor  CLE  SS   4300  0.00     10.458333     9.614207
8      Yasmany Tomas  ARI  OF   4800  2.00      9.086957     8.948911
9      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
10 Andrew Benintendi  BOS  OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          0         5.0 2.00    NA 0.000 0.000
3         10         0.0 0.00     8 0.293 0.095
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         24         0.0 0.00     2 0.404 0.302
8         23         0.0 0.00     5 0.362 0.272
9         22         0.0 0.00     2 0.382 0.183
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 97.4 (96)"
     Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2   Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3   Caleb Joseph  BAL   C   2600  0.00      4.200000     6.250333
4    Chris Davis  BAL  1B   4100 24.00      6.076923     6.189818
5   Brian Dozier  MIN  2B   4400  0.00      9.000000     6.449806
6  Manny Machado  BAL  3B   4900  3.00      8.740741     8.112633
7   Aledmys Diaz  STL  SS   3700 24.00      6.904762     9.486331
8  David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9     Adam Jones  BAL  OF   4300  0.00      7.481481     6.338954
10    Seth Smith  BAL  OF   3600  8.00      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         26         0.0 0.00     4 0.317 0.151
5         21         0.0 0.00     1 0.330 0.168
6         27         0.0 0.00     3 0.344 0.252
7         21         0.0 0.00     6 0.286 0.189
8         22         0.0 0.00     2 0.382 0.183
9         27         0.0 0.00     2 0.336 0.146
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 95.6 (97)"
         Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Jesse Chavez  LAA     P   6500 12.65     14.370000    10.507652
3        Jeff Mathis  ARI     C   2900  5.00      3.285714     5.783645
4      Mark Reynolds  COL    1B   4300 19.00     10.041667     8.985395
5      Brandon Drury  ARI    2B   4500  0.00      6.560000     5.909597
6          Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7       Chris Owings  ARI OF/SS   4500  3.00     10.720000    10.047885
8      Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
9  Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
10      Kevin Pillar  TOR    OF   2900 15.00      8.384615     8.075033
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4           7 1.00    NA 0.000 0.000
2          5           5 1.43    NA 0.000 0.000
3         14           0 0.00     8 0.164 0.137
4         24           0 0.00     5 0.404 0.287
5         25           0 0.00     6 0.349 0.109
6         27           0 0.00     4 0.389 0.262
7         25           0 0.00     7 0.374 0.204
8         23           0 0.00     5 0.362 0.272
9         24           0 0.00     2 0.342 0.124
10        26           0 0.00     1 0.362 0.200

[1] "Total fpts: 95.45 (98)"
         Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3       Omar Narvaez  CWS   C   2800  8.00      4.500000     5.125693
4        Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5     Tyler Saladino  CWS  2B   3900  0.00      5.529412     4.938594
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7       Tim Anderson  CWS  SS   4100  6.00      6.000000     6.747133
8      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9       Leury Garcia  CWS  OF   3100  6.00      6.050000     5.753489
10      Willy Garcia  CWS  OF   2800  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         12         0.0 0.00     8 0.313 0.026
4         24         0.0 0.00     6 0.303 0.160
5         17         0.0 0.00     6 0.284 0.067
6         27         0.0 0.00     4 0.389 0.262
7         22         0.0 0.00     1 0.235 0.085
8         22         0.0 0.00     2 0.382 0.183
9         20         0.0 0.00     9 0.310 0.153
10         0         0.0 0.00     7 0.195 0.091

[1] "Total fpts: 94.75 (99)"
         Lineup (14) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2     Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3         Manny Pina  MIL   C   2700  0.00      8.384615     6.318471
4   Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5      Brandon Drury  ARI  2B   4500  0.00      6.560000     5.909597
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7        Tim Beckham   TB  SS   2900  5.00      8.080000     9.530303
8      Yasmany Tomas  ARI  OF   4800  2.00      9.086957     8.948911
9      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
10  Michael Conforto  NYM  OF   3700  7.00     12.812500    10.672199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         13         0.0 0.00     5 0.421 0.173
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     1 0.351 0.258
8         23         0.0 0.00     5 0.362 0.272
9         22         0.0 0.00     2 0.382 0.183
10        16         0.0 0.00     1 0.465 0.343

[1] "Total fpts: 94.35 (100)"
     Lineup (104) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2  Dallas Keuchel  HOU   P  10400 12.60     27.210000     5.096862
3    Omar Narvaez  CWS   C   2800  8.00      4.500000     5.125693
4     Justin Bour  MIA  1B   3000 16.00      6.375000     8.165742
5  Tyler Saladino  CWS  2B   3900  0.00      5.529412     4.938594
6   Matt Davidson  CWS  3B   3500  0.00      8.846154     9.590326
7    Aledmys Diaz  STL  SS   3700 24.00      6.904762     9.486331
8   David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9  Avisail Garcia  CWS  OF   3800  5.00     10.260870     8.914836
10   Willy Garcia  CWS  OF   2800  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         7.4 0.81    NA 0.000 0.000
3         12         0.0 0.00     8 0.313 0.026
4         24         0.0 0.00     6 0.303 0.160
5         17         0.0 0.00     6 0.284 0.067
6         13         0.0 0.00     5 0.384 0.328
7         21         0.0 0.00     6 0.286 0.189
8         22         0.0 0.00     2 0.382 0.183
9         23         0.0 0.00     4 0.436 0.227
10         0         0.0 0.00     7 0.195 0.091

[1] "Total fpts: 94.15 (101)"
        Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P  10000 14.50     20.810000     5.071661
2       Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3  Christian Vazquez  BOS   C   2700  0.00      6.583333     8.938765
4      Mark Reynolds  COL  1B   4300 19.00     10.041667     8.985395
5     Dustin Pedroia  BOS  2B   4100  5.00      5.523810     4.377431
6        Miguel Sano  MIN  3B   4200 17.00     11.318182     9.458613
7        Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8       Mookie Betts  BOS  OF   4800  5.00      7.130435     7.712471
9     Jackie Bradley  BOS  OF   4200  0.00      5.142857     6.347103
10 Andrew Benintendi  BOS  OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.38    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         24         0.0 0.00     5 0.404 0.287
5         21         0.0 0.00     1 0.312 0.045
6         22         0.0 0.00     3 0.455 0.356
7         15         0.0 0.00     1 0.375 0.211
8         23         0.0 0.00     3 0.343 0.135
9         14         0.0 0.00     8 0.251 0.094
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 93.3 (102)"
      Lineup (93) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P   9600 26.5     18.316667     5.840862
2  Jhoulys Chacin   SD   P   5400 11.8     11.483333    15.869993
3     Jeff Mathis  ARI   C   2900  5.0      3.285714     5.783645
4   Mark Reynolds  COL  1B   4300 19.0     10.041667     8.985395
5      Dee Gordon  MIA  2B   4000  7.0      8.695652     6.622515
6   Nolan Arenado  COL  3B   5400  3.0      9.111111     7.672796
7    Trevor Story  COL  SS   4800  2.0      7.583333     6.247898
8     Ian Desmond  COL  OF   4900  0.0     14.000000    13.089436
9   David Peralta  ARI  OF   4700  8.0      9.000000     9.227289
10  Gerardo Parra  COL  OF   4000 11.0      7.105263     6.911301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         14         0.0 0.00     8 0.164 0.137
4         24         0.0 0.00     5 0.404 0.287
5         23         0.0 0.00     1 0.315 0.073
6         27         0.0 0.00     3 0.389 0.297
7         24         0.0 0.00     7 0.289 0.234
8          4         0.0 0.00     4 0.442 0.316
9         22         0.0 0.00     2 0.382 0.183
10        19         0.0 0.00     6 0.309 0.134

[1] "Total fpts: 91.55 (103)"
     Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2  Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3    Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4      Jose Abreu  CWS  1B   4800 11.00      7.826087     8.467329
5  Tyler Saladino  CWS  2B   3900  0.00      5.529412     4.938594
6   Matt Davidson  CWS  3B   3500  0.00      8.846154     9.590326
7     Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8      AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9   Melky Cabrera  CWS  OF   4400  9.00      5.809524     4.261679
10 Avisail Garcia  CWS  OF   3800  5.00     10.260870     8.914836
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         23         0.0 0.00     3 0.343 0.200
5         17         0.0 0.00     6 0.284 0.067
6         13         0.0 0.00     5 0.384 0.328
7         15         0.0 0.00     1 0.375 0.211
8         26         0.0 0.00     1 0.352 0.153
9         21         0.0 0.00     2 0.289 0.075
10        23         0.0 0.00     4 0.436 0.227

[1] "Total fpts: 91.4 (104)"
         Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2       Jesse Chavez  LAA     P   6500 12.65     14.370000    10.507652
3  Christian Vazquez  BOS     C   2700  0.00      6.583333     8.938765
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6      Justin Turner  LAD    3B   3800 10.00      8.125000     5.169413
7      Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
10 Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         24         0.0 0.00     3 0.419 0.141
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     3 0.343 0.135
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 90.6 (105)"
         Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Jesse Chavez  LAA     P   6500 12.65     14.370000    10.507652
3    Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6   Cory Spangenberg   SD 3B/OF   3100  9.00      6.500000     3.016621
7    Xander Bogaerts  BOS    SS   4400  3.00      7.619048     4.620348
8       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
10 Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4           7 1.00    NA 0.000 0.000
2          5           5 1.43    NA 0.000 0.000
3         21           0 0.00     4 0.301 0.165
4         22           0 0.00     4 0.346 0.194
5         21           0 0.00     1 0.312 0.045
6          6           0 0.00     2 0.278 0.032
7         21           0 0.00     5 0.346 0.046
8         23           0 0.00     3 0.343 0.135
9         22           0 0.00     2 0.382 0.183
10        24           0 0.00     2 0.342 0.124

[1] "Total fpts: 90.35 (106)"
       Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Andrew Triggs  OAK   P   6700 10.60     20.362500    13.548762
2      Jimmy Nelson  MIL   P   6600 10.75     10.700000    13.030397
3   Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4  Paul Goldschmidt  ARI  1B   5500 39.00     11.206897     7.379408
5     Brandon Drury  ARI  2B   4500  0.00      6.560000     5.909597
6         Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7       Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8     Yasmany Tomas  ARI  OF   4800  2.00      9.086957     8.948911
9     David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
10     Andrew Toles  LAD  OF   3600  9.00      9.266667     7.777868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.9 0.92    NA 0.000 0.000
2          5         5.7 1.53    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         15         0.0 0.00     1 0.375 0.211
8         23         0.0 0.00     5 0.362 0.272
9         22         0.0 0.00     2 0.382 0.183
10        15         0.0 0.00     1 0.337 0.207

[1] "Total fpts: 90.25 (107)"
       Lineup (137) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2      Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3      Derek Norris   TB     C   2700 16.00      5.047619     5.171810
4    Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5  Daniel Robertson   TB 2B/3B   2400 16.00      4.153846     4.506406
6         Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7       Tim Beckham   TB    SS   2900  5.00      8.080000     9.530303
8      Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9   Kevin Kiermaier   TB    OF   3300  2.00      5.807692     6.651431
10    Peter Bourjos   TB    OF   2700  0.00      4.500000     5.631544
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         22         0.0 0.00     4 0.346 0.194
5         13         0.0 0.00     7 0.309 0.146
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     1 0.351 0.258
8         23         0.0 0.00     3 0.343 0.135
9         26         0.0 0.00     2 0.266 0.071
10         8         0.0 0.00     9 0.273 0.105

[1] "Total fpts: 88.25 (108)"
        Lineup (141) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Jason Castro  MIN     C   2800  0.00      5.000000     5.855400
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7      Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8  Giancarlo Stanton  MIA    OF   4400 11.00      8.640000     9.308956
9         Max Kepler  MIN    OF   3800  3.00      8.105263     6.822306
10     Eddie Rosario  MIN    OF   3500 15.00      6.619048     5.024701
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         15         0.0 0.00     7 0.306 0.164
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         10         0.0 0.00     6 0.369 0.262
7         20         0.0 0.00     8 0.287 0.092
8         25         0.0 0.00     4 0.341 0.240
9         19         0.0 0.00     5 0.351 0.167
10        21         0.0 0.00     9 0.314 0.130

[1] "Total fpts: 87.5 (109)"
         Lineup (42) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P   9600 26.5     18.316667     5.840862
2     Michael Fulmer  DET     P   8000 32.0     17.512500     8.274496
3        Jeff Mathis  ARI     C   2900  5.0      3.285714     5.783645
4       Rickie Weeks   TB    1B   2600  0.0      5.818182     5.653639
5      Brandon Drury  ARI    2B   4500  0.0      6.560000     5.909597
6          Jake Lamb  ARI    3B   5100  0.0     10.444444     7.083748
7       Chris Owings  ARI OF/SS   4500  3.0     10.720000    10.047885
8      Yasmany Tomas  ARI    OF   4800  2.0      9.086957     8.948911
9  Giancarlo Stanton  MIA    OF   4400 11.0      8.640000     9.308956
10        Seth Smith  BAL    OF   3600  8.0      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         14         0.0 0.00     8 0.164 0.137
4         11         0.0 0.00     6 0.309 0.133
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     7 0.374 0.204
8         23         0.0 0.00     5 0.362 0.272
9         25         0.0 0.00     4 0.341 0.240
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 87.15 (110)"
     Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P   9600 26.50     18.316667     5.840862
2  Rafael Montero  NYM   P   4500 -0.35           NaN           NA
3    Derek Norris   TB   C   2700 16.00      5.047619     5.171810
4   Mark Reynolds  COL  1B   4300 19.00     10.041667     8.985395
5     DJ LeMahieu  COL  2B   4700  3.00      6.560000     6.265514
6   Nolan Arenado  COL  3B   5400  3.00      9.111111     7.672796
7     Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8     Ian Desmond  COL  OF   4900  0.00     14.000000    13.089436
9    Mookie Betts  BOS  OF   4800  5.00      7.130435     7.712471
10  Gerardo Parra  COL  OF   4000 11.00      7.105263     6.911301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          0         1.1 3.30    NA 0.000 0.000
3         21         0.0 0.00     8 0.247 0.075
4         24         0.0 0.00     5 0.404 0.287
5         25         0.0 0.00     2 0.328 0.093
6         27         0.0 0.00     3 0.389 0.297
7         15         0.0 0.00     1 0.375 0.211
8          4         0.0 0.00     4 0.442 0.316
9         23         0.0 0.00     3 0.343 0.135
10        19         0.0 0.00     6 0.309 0.134

[1] "Total fpts: 87.15 (111)"
     Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P   9600 26.50     18.316667     5.840862
2  Rafael Montero  NYM   P   4500 -0.35           NaN           NA
3  Dustin Garneau  COL   C   3500  7.00      4.909091     5.127466
4   Mark Reynolds  COL  1B   4300 19.00     10.041667     8.985395
5  Dustin Pedroia  BOS  2B   4100  5.00      5.523810     4.377431
6       Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7    Trevor Story  COL  SS   4800  2.00      7.583333     6.247898
8      AJ Pollock  ARI  OF   5200 17.00     10.230769     8.081127
9     Ian Desmond  COL  OF   4900  0.00     14.000000    13.089436
10  Gerardo Parra  COL  OF   4000 11.00      7.105263     6.911301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          0         1.1 3.30    NA 0.000 0.000
3         11         0.0 0.00     8 0.284 0.177
4         24         0.0 0.00     5 0.404 0.287
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     4 0.389 0.262
7         24         0.0 0.00     7 0.289 0.234
8         26         0.0 0.00     1 0.352 0.153
9          4         0.0 0.00     4 0.442 0.316
10        19         0.0 0.00     6 0.309 0.134

[1] "Total fpts: 86.6 (112)"
        Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Jesse Chavez  LAA   P   6500 12.65     14.370000    10.507652
3        Jeff Mathis  ARI   C   2900  5.00      3.285714     5.783645
4        Chris Davis  BAL  1B   4100 24.00      6.076923     6.189818
5        Neil Walker  NYM  2B   3600  0.00      6.307692     6.265903
6      Manny Machado  BAL  3B   4900  3.00      8.740741     8.112633
7        Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8        Mark Trumbo  BAL  OF   4500  8.00      6.074074     6.961023
9         Adam Jones  BAL  OF   4300  0.00      7.481481     6.338954
10        Seth Smith  BAL  OF   3600  8.00      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4           7 1.00    NA 0.000 0.000
2          5           5 1.43    NA 0.000 0.000
3         14           0 0.00     8 0.164 0.137
4         26           0 0.00     4 0.317 0.151
5         26           0 0.00     4 0.286 0.120
6         27           0 0.00     3 0.344 0.252
7         15           0 0.00     1 0.375 0.211
8         27           0 0.00     5 0.256 0.092
9         27           0 0.00     2 0.336 0.146
10        13           0 0.00     1 0.396 0.225

[1] "Total fpts: 85.55 (113)"
     Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2  Jhoulys Chacin   SD     P   5400 11.80     11.483333    15.869993
3  Salvador Perez   KC     C   3400  5.00      6.695652     7.054559
4     Chris Davis  BAL    1B   4100 24.00      6.076923     6.189818
5  Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6   Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7    Chris Owings  ARI OF/SS   4500  3.00     10.720000    10.047885
8     Mark Trumbo  BAL    OF   4500  8.00      6.074074     6.961023
9      Adam Jones  BAL    OF   4300  0.00      7.481481     6.338954
10     Seth Smith  BAL    OF   3600  8.00      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         23         0.0 0.00     5 0.302 0.229
4         26         0.0 0.00     4 0.317 0.151
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     3 0.344 0.252
7         25         0.0 0.00     7 0.374 0.204
8         27         0.0 0.00     5 0.256 0.092
9         27         0.0 0.00     2 0.336 0.146
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 84.6 (114)"
          Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2        Jesse Chavez  LAA     P   6500 12.65     14.370000    10.507652
3  Francisco Cervelli  PIT     C   3000  5.00      6.333333     5.594115
4           Josh Bell  PIT    1B   3100 21.00      6.739130     6.883560
5       Josh Harrison  PIT 2B/3B   3500  0.00      8.391304     7.101467
6           Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7         Trea Turner  WSH    SS   5000  4.00     12.866667    11.819274
8       David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
9    Andrew McCutchen  PIT    OF   4300  0.00      7.461538     6.376399
10    Gregory Polanco  PIT    OF   4200 12.00      6.285714     6.083937
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4           7 1.00    NA 0.000 0.000
2          5           5 1.43    NA 0.000 0.000
3         18           0 0.00     5 0.310 0.192
4         23           0 0.00     2 0.342 0.177
5         23           0 0.00     1 0.388 0.211
6         27           0 0.00     4 0.389 0.262
7         15           0 0.00     1 0.375 0.211
8         22           0 0.00     2 0.382 0.183
9         26           0 0.00     3 0.327 0.196
10        21           0 0.00     4 0.284 0.081

[1] "Total fpts: 83.75 (115)"
         Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2     Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3  Christian Vazquez  BOS     C   2700  0.00      6.583333     8.938765
4     Mitch Moreland  BOS    1B   3500  5.00      7.200000     6.837397
5      Josh Rutledge  BOS 2B/3B   2700  8.00           NaN           NA
6      Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7    Xander Bogaerts  BOS    SS   4400  3.00      7.619048     4.620348
8      David Peralta  ARI    OF   4700  8.00      9.000000     9.227289
9     Jackie Bradley  BOS    OF   4200  0.00      5.142857     6.347103
10  Michael Conforto  NYM    OF   3700  7.00     12.812500    10.672199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         25         0.0 0.00     6 0.353 0.186
5          0         0.0 0.00     7 0.225 0.000
6         27         0.0 0.00     3 0.344 0.252
7         21         0.0 0.00     5 0.346 0.046
8         22         0.0 0.00     2 0.382 0.183
9         14         0.0 0.00     8 0.251 0.094
10        16         0.0 0.00     1 0.465 0.343

[1] "Total fpts: 82.25 (116)"
       Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2      Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3   Yasmani Grandal  LAD   C   3400  7.00      5.952381     7.067363
4        Jose Abreu  CWS  1B   4800 11.00      7.826087     8.467329
5    Tyler Saladino  CWS  2B   3900  0.00      5.529412     4.938594
6     Matt Davidson  CWS  3B   3500  0.00      8.846154     9.590326
7     Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8    Avisail Garcia  CWS  OF   3800  5.00     10.260870     8.914836
9  Michael Conforto  NYM  OF   3700  7.00     12.812500    10.672199
10     Willy Garcia  CWS  OF   2800  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         23         0.0 0.00     3 0.343 0.200
5         17         0.0 0.00     6 0.284 0.067
6         13         0.0 0.00     5 0.384 0.328
7         20         0.0 0.00     8 0.287 0.092
8         23         0.0 0.00     4 0.436 0.227
9         16         0.0 0.00     1 0.465 0.343
10         0         0.0 0.00     7 0.195 0.091

[1] "Total fpts: 81.75 (117)"
        Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2     Michael Fulmer  DET   P   8000 32.00     17.512500     8.274496
3      Roberto Perez  CLE   C   2500  2.00      3.444444     6.085045
4     Carlos Santana  CLE  1B   4200  0.00      7.125000     7.273014
5       Jason Kipnis  CLE  2B   4100  8.00      3.400000     4.501851
6      Justin Turner  LAD  3B   3800 10.00      8.125000     5.169413
7        Trea Turner  WSH  SS   5000  4.00     12.866667    11.819274
8      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9  Lonnie Chisenhall  CLE  OF   3100  0.00      8.000000     6.912147
10   Abraham Almonte  CLE  OF   3100  0.00      6.000000     5.891883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3          9         0.0 0.00     9 0.179 0.029
4         24         0.0 0.00     1 0.302 0.126
5         10         0.0 0.00     6 0.145 0.000
6         24         0.0 0.00     3 0.419 0.141
7         15         0.0 0.00     1 0.375 0.211
8         22         0.0 0.00     2 0.382 0.183
9         10         0.0 0.00     7 0.350 0.234
10        15         0.0 0.00     8 0.347 0.123

[1] "Total fpts: 79.55 (118)"
        Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2     Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3  Christian Vazquez  BOS   C   2700  0.00      6.583333     8.938765
4      Mark Reynolds  COL  1B   4300 19.00     10.041667     8.985395
5        DJ LeMahieu  COL  2B   4700  3.00      6.560000     6.265514
6      Nolan Arenado  COL  3B   5400  3.00      9.111111     7.672796
7      Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8        Ian Desmond  COL  OF   4900  0.00     14.000000    13.089436
9   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
10     Gerardo Parra  COL  OF   4000 11.00      7.105263     6.911301
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         24         0.0 0.00     5 0.404 0.287
5         25         0.0 0.00     2 0.328 0.093
6         27         0.0 0.00     3 0.389 0.297
7         20         0.0 0.00     8 0.287 0.092
8          4         0.0 0.00     4 0.442 0.316
9         26         0.0 0.00     3 0.306 0.117
10        19         0.0 0.00     6 0.309 0.134

[1] "Total fpts: 79.35 (119)"
      Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2   Dallas Keuchel  HOU     P  10400 12.60     27.210000     5.096862
3     Jason Castro  MIN     C   2800  0.00      5.000000     5.855400
4      Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5   Tyler Saladino  CWS    2B   3900  0.00      5.529412     4.938594
6  Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7    Jorge Polanco  MIN    SS   3300  5.00      6.550000     4.536112
8       AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9       Max Kepler  MIN    OF   3800  3.00      8.105263     6.822306
10 Robbie Grossman  MIN    OF   3600  5.00      7.562500     6.153251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          5         7.4 0.81    NA 0.000 0.000
3         15         0.0 0.00     7 0.306 0.164
4         24         0.0 0.00     6 0.303 0.160
5         17         0.0 0.00     6 0.284 0.067
6         10         0.0 0.00     6 0.369 0.262
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     1 0.352 0.153
9         19         0.0 0.00     5 0.351 0.167
10        16         0.0 0.00     4 0.361 0.109

[1] "Total fpts: 79.3 (120)"
          Lineup (2) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P   9600 26.5     18.316667     5.840862
2     Jhoulys Chacin   SD     P   5400 11.8     11.483333    15.869993
3  Christian Vazquez  BOS     C   2700  0.0      6.583333     8.938765
4     Hanley Ramirez  BOS 1B/OF   4600  2.0      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.0      5.523810     4.377431
6          Jake Lamb  ARI    3B   5100  0.0     10.444444     7.083748
7        Trea Turner  WSH    SS   5000  4.0     12.866667    11.819274
8       Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
9      David Peralta  ARI    OF   4700  8.0      9.000000     9.227289
10 Andrew Benintendi  BOS    OF   3800 17.0      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         12         0.0 0.00     9 0.387 0.143
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     4 0.389 0.262
7         15         0.0 0.00     1 0.375 0.211
8         23         0.0 0.00     3 0.343 0.135
9         22         0.0 0.00     2 0.382 0.183
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 79.25 (121)"
        Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2      Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3      Omar Narvaez  CWS     C   2800  8.00      4.500000     5.125693
4    Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5    Tyler Saladino  CWS    2B   3900  0.00      5.529412     4.938594
6     Matt Davidson  CWS    3B   3500  0.00      8.846154     9.590326
7      Corey Seager  LAD    SS   4400  7.00      9.080000     7.761658
8  Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
9      Leury Garcia  CWS    OF   3100  6.00      6.050000     5.753489
10     Willy Garcia  CWS    OF   2800  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         12         0.0 0.00     8 0.313 0.026
4         22         0.0 0.00     4 0.346 0.194
5         17         0.0 0.00     6 0.284 0.067
6         13         0.0 0.00     5 0.384 0.328
7         25         0.0 0.00     2 0.387 0.214
8         26         0.0 0.00     3 0.306 0.117
9         20         0.0 0.00     9 0.310 0.153
10         0         0.0 0.00     7 0.195 0.091

[1] "Total fpts: 78.6 (122)"
       Lineup (114) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2    Michael Fulmer  DET   P   8000 32.0     17.512500     8.274496
3     Roberto Perez  CLE   C   2500  2.0      3.444444     6.085045
4    Carlos Santana  CLE  1B   4200  0.0      7.125000     7.273014
5    Tyler Saladino  CWS  2B   3900  0.0      5.529412     4.938594
6     Evan Longoria   TB  3B   4000 15.0      6.692308     6.373503
7  Francisco Lindor  CLE  SS   4300  0.0     10.458333     9.614207
8        AJ Pollock  ARI  OF   5200 17.0     10.230769     8.081127
9  Michael Brantley  CLE  OF   4300  0.0     10.157895     7.470409
10  Abraham Almonte  CLE  OF   3100  0.0      6.000000     5.891883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3          9         0.0 0.00     9 0.179 0.029
4         24         0.0 0.00     1 0.302 0.126
5         17         0.0 0.00     6 0.284 0.067
6         26         0.0 0.00     3 0.285 0.165
7         24         0.0 0.00     2 0.404 0.302
8         26         0.0 0.00     1 0.352 0.153
9         19         0.0 0.00     3 0.376 0.216
10        15         0.0 0.00     8 0.347 0.123

[1] "Total fpts: 78.25 (123)"
        Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P  10400 12.60     27.210000     5.096862
2    Rafael Montero  NYM     P   4500 -0.35           NaN           NA
3   Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4  Paul Goldschmidt  ARI    1B   5500 39.00     11.206897     7.379408
5     Brandon Drury  ARI    2B   4500  0.00      6.560000     5.909597
6         Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7      Chris Owings  ARI OF/SS   4500  3.00     10.720000    10.047885
8     Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
9  Michael Conforto  NYM    OF   3700  7.00     12.812500    10.672199
10       Seth Smith  BAL    OF   3600  8.00      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          0         1.1 3.30    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     7 0.374 0.204
8         23         0.0 0.00     5 0.362 0.272
9         16         0.0 0.00     1 0.465 0.343
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 76.4 (124)"
       Lineup (97) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2   Jhoulys Chacin   SD   P   5400 11.8     11.483333    15.869993
3     Caleb Joseph  BAL   C   2600  0.0      4.200000     6.250333
4      Chris Davis  BAL  1B   4100 24.0      6.076923     6.189818
5  Jonathan Villar  MIL  2B   4300  8.0      7.962963     8.505570
6    Manny Machado  BAL  3B   4900  3.0      8.740741     8.112633
7      Trea Turner  WSH  SS   5000  4.0     12.866667    11.819274
8     Mookie Betts  BOS  OF   4800  5.0      7.130435     7.712471
9       Adam Jones  BAL  OF   4300  0.0      7.481481     6.338954
10      Seth Smith  BAL  OF   3600  8.0      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         26         0.0 0.00     4 0.317 0.151
5         27         0.0 0.00     1 0.264 0.135
6         27         0.0 0.00     3 0.344 0.252
7         15         0.0 0.00     1 0.375 0.211
8         23         0.0 0.00     3 0.343 0.135
9         27         0.0 0.00     2 0.336 0.146
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 75.45 (125)"
         Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3      Roberto Perez  CLE   C   2500  2.00      3.444444     6.085045
4     Carlos Santana  CLE  1B   4200  0.00      7.125000     7.273014
5        Kolten Wong  STL  2B   2700  7.00      7.850000     6.611593
6      Justin Turner  LAD  3B   3800 10.00      8.125000     5.169413
7   Francisco Lindor  CLE  SS   4300  0.00     10.458333     9.614207
8      David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
9   Michael Brantley  CLE  OF   4300  0.00     10.157895     7.470409
10   Abraham Almonte  CLE  OF   3100  0.00      6.000000     5.891883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3          9         0.0 0.00     9 0.179 0.029
4         24         0.0 0.00     1 0.302 0.126
5         20         0.0 0.00     1 0.369 0.167
6         24         0.0 0.00     3 0.419 0.141
7         24         0.0 0.00     2 0.404 0.302
8         22         0.0 0.00     2 0.382 0.183
9         19         0.0 0.00     3 0.376 0.216
10        15         0.0 0.00     8 0.347 0.123

[1] "Total fpts: 74.1 (126)"
      Lineup (52) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Dallas Keuchel  HOU   P  10400 12.6     27.210000     5.096862
2    Chris Archer   TB   P   9600 26.5     18.316667     5.840862
3    Caleb Joseph  BAL   C   2600  0.0      4.200000     6.250333
4     Justin Bour  MIA  1B   3000 16.0      6.375000     8.165742
5     Neil Walker  NYM  2B   3600  0.0      6.307692     6.265903
6   Manny Machado  BAL  3B   4900  3.0      8.740741     8.112633
7        JJ Hardy  BAL  SS   3100  0.0      4.160000     5.177515
8   David Peralta  ARI  OF   4700  8.0      9.000000     9.227289
9      Adam Jones  BAL  OF   4300  0.0      7.481481     6.338954
10     Seth Smith  BAL  OF   3600  8.0      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         24         0.0 0.00     6 0.303 0.160
5         26         0.0 0.00     4 0.286 0.120
6         27         0.0 0.00     3 0.344 0.252
7         25         0.0 0.00     8 0.227 0.065
8         22         0.0 0.00     2 0.382 0.183
9         27         0.0 0.00     2 0.336 0.146
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: 73.55 (127)"
         Lineup (17) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2     Jhoulys Chacin   SD     P   5400 11.80     11.483333    15.869993
3         Manny Pina  MIL     C   2700  0.00      8.384615     6.318471
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6      Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7    Xander Bogaerts  BOS    SS   4400  3.00      7.619048     4.620348
8       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9   Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
10 Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         13         0.0 0.00     5 0.421 0.173
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     3 0.344 0.252
7         21         0.0 0.00     5 0.346 0.046
8         23         0.0 0.00     3 0.343 0.135
9         26         0.0 0.00     3 0.306 0.117
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 73.25 (128)"
         Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3      Roberto Perez  CLE     C   2500  2.00      3.444444     6.085045
4     Carlos Santana  CLE    1B   4200  0.00      7.125000     7.273014
5         Dee Gordon  MIA    2B   4000  7.00      8.695652     6.622515
6    Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7   Francisco Lindor  CLE    SS   4300  0.00     10.458333     9.614207
8         AJ Pollock  ARI    OF   5200 17.00     10.230769     8.081127
9  Lonnie Chisenhall  CLE    OF   3100  0.00      8.000000     6.912147
10   Abraham Almonte  CLE    OF   3100  0.00      6.000000     5.891883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3          9         0.0 0.00     9 0.179 0.029
4         24         0.0 0.00     1 0.302 0.126
5         23         0.0 0.00     1 0.315 0.073
6         10         0.0 0.00     6 0.369 0.262
7         24         0.0 0.00     2 0.404 0.302
8         26         0.0 0.00     1 0.352 0.153
9         10         0.0 0.00     7 0.350 0.234
10        15         0.0 0.00     8 0.347 0.123

[1] "Total fpts: 72.45 (129)"
         Lineup (55) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB   P   9600 26.50     18.316667     5.840862
3      Roberto Perez  CLE   C   2500  2.00      3.444444     6.085045
4     Carlos Santana  CLE  1B   4200  0.00      7.125000     7.273014
5       Jason Kipnis  CLE  2B   4100  8.00      3.400000     4.501851
6          Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7      Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8   Christian Yelich  MIA  OF   4100  9.00      8.423077     7.590379
9  Lonnie Chisenhall  CLE  OF   3100  0.00      8.000000     6.912147
10   Abraham Almonte  CLE  OF   3100  0.00      6.000000     5.891883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3          9         0.0 0.00     9 0.179 0.029
4         24         0.0 0.00     1 0.302 0.126
5         10         0.0 0.00     6 0.145 0.000
6         27         0.0 0.00     4 0.389 0.262
7         20         0.0 0.00     8 0.287 0.092
8         26         0.0 0.00     3 0.306 0.117
9         10         0.0 0.00     7 0.350 0.234
10        15         0.0 0.00     8 0.347 0.123

[1] "Total fpts: 71.95 (130)"
        Lineup (103) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2     Michael Fulmer  DET   P   8000 32.00     17.512500     8.274496
3      Roberto Perez  CLE   C   2500  2.00      3.444444     6.085045
4     Carlos Santana  CLE  1B   4200  0.00      7.125000     7.273014
5    Jonathan Villar  MIL  2B   4300  8.00      7.962963     8.505570
6      Manny Machado  BAL  3B   4900  3.00      8.740741     8.112633
7   Francisco Lindor  CLE  SS   4300  0.00     10.458333     9.614207
8       Mookie Betts  BOS  OF   4800  5.00      7.130435     7.712471
9  Lonnie Chisenhall  CLE  OF   3100  0.00      8.000000     6.912147
10   Abraham Almonte  CLE  OF   3100  0.00      6.000000     5.891883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0    1    NA 0.000 0.000
2          4         6.2    1    NA 0.000 0.000
3          9         0.0    0     9 0.179 0.029
4         24         0.0    0     1 0.302 0.126
5         27         0.0    0     1 0.264 0.135
6         27         0.0    0     3 0.344 0.252
7         24         0.0    0     2 0.404 0.302
8         23         0.0    0     3 0.343 0.135
9         10         0.0    0     7 0.350 0.234
10        15         0.0    0     8 0.347 0.123

[1] "Total fpts: 71.95 (131)"
        Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2     Michael Fulmer  DET     P   8000 32.00     17.512500     8.274496
3       Caleb Joseph  BAL     C   2600  0.00      4.200000     6.250333
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5      Josh Harrison  PIT 2B/3B   3500  0.00      8.391304     7.101467
6      Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7           JJ Hardy  BAL    SS   3100  0.00      4.160000     5.177515
8       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9         Adam Jones  BAL    OF   4300  0.00      7.481481     6.338954
10        Seth Smith  BAL    OF   3600  8.00      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0    1    NA 0.000 0.000
2          4         6.2    1    NA 0.000 0.000
3         10         0.0    0     9 0.217 0.135
4         22         0.0    0     4 0.346 0.194
5         23         0.0    0     1 0.388 0.211
6         27         0.0    0     3 0.344 0.252
7         25         0.0    0     8 0.227 0.065
8         23         0.0    0     3 0.343 0.135
9         27         0.0    0     2 0.336 0.146
10        13         0.0    0     1 0.396 0.225

[1] "Total fpts: 67.55 (132)"
        Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2    Jhoulys Chacin   SD     P   5400 11.80     11.483333    15.869993
3       Jeff Mathis  ARI     C   2900  5.00      3.285714     5.783645
4       Justin Bour  MIA    1B   3000 16.00      6.375000     8.165742
5     Brandon Drury  ARI    2B   4500  0.00      6.560000     5.909597
6         Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7      Chris Owings  ARI OF/SS   4500  3.00     10.720000    10.047885
8      Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9     Yasmany Tomas  ARI    OF   4800  2.00      9.086957     8.948911
10 Michael Conforto  NYM    OF   3700  7.00     12.812500    10.672199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         14         0.0 0.00     8 0.164 0.137
4         24         0.0 0.00     6 0.303 0.160
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     7 0.374 0.204
8         23         0.0 0.00     3 0.343 0.135
9         23         0.0 0.00     5 0.362 0.272
10        16         0.0 0.00     1 0.465 0.343

[1] "Total fpts: 64.6 (133)"
        Lineup (142) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  10600 21.95     20.050000     8.587588
2     Rafael Montero  NYM   P   4500 -0.35           NaN           NA
3      Roberto Perez  CLE   C   2500  2.00      3.444444     6.085045
4      Mark Reynolds  COL  1B   4300 19.00     10.041667     8.985395
5        DJ LeMahieu  COL  2B   4700  3.00      6.560000     6.265514
6      Nolan Arenado  COL  3B   5400  3.00      9.111111     7.672796
7      Jorge Polanco  MIN  SS   3300  5.00      6.550000     4.536112
8   Charlie Blackmon  COL  OF   5100  3.00     10.740741     7.608662
9        Ian Desmond  COL  OF   4900  0.00     14.000000    13.089436
10     David Peralta  ARI  OF   4700  8.00      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0  1.0    NA 0.000 0.000
2          0         1.1  3.3    NA 0.000 0.000
3          9         0.0  0.0     9 0.179 0.029
4         24         0.0  0.0     5 0.404 0.287
5         25         0.0  0.0     2 0.328 0.093
6         27         0.0  0.0     3 0.389 0.297
7         20         0.0  0.0     8 0.287 0.092
8         27         0.0  0.0     1 0.379 0.292
9          4         0.0  0.0     4 0.442 0.316
10        22         0.0  0.0     2 0.382 0.183

[1] "Total fpts: 55.25 (134)"
         Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU     P  10400 12.60     27.210000     5.096862
2     Rafael Montero  NYM     P   4500 -0.35           NaN           NA
3     Russell Martin  TOR     C   3200  8.00      6.200000     5.356747
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.00      5.523810     4.377431
6          Jake Lamb  ARI    3B   5100  0.00     10.444444     7.083748
7    Xander Bogaerts  BOS    SS   4400  3.00      7.619048     4.620348
8   Charlie Blackmon  COL    OF   5100  3.00     10.740741     7.608662
9       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
10 Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          0         1.1 3.30    NA 0.000 0.000
3         20         0.0 0.00     3 0.334 0.157
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         27         0.0 0.00     4 0.389 0.262
7         21         0.0 0.00     5 0.346 0.046
8         27         0.0 0.00     1 0.379 0.292
9         23         0.0 0.00     3 0.343 0.135
10        24         0.0 0.00     2 0.342 0.124

[1] "Total fpts: 36.55 (135)"
        Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX   P  11200 17.75     24.710000    11.124545
2    Jhoulys Chacin   SD   P   5400 11.80     11.483333    15.869993
3     Roberto Perez  CLE   C   2500  2.00      3.444444     6.085045
4    Carlos Santana  CLE  1B   4200  0.00      7.125000     7.273014
5      Brian Dozier  MIN  2B   4400  0.00      9.000000     6.449806
6         Jake Lamb  ARI  3B   5100  0.00     10.444444     7.083748
7  Francisco Lindor  CLE  SS   4300  0.00     10.458333     9.614207
8      Mookie Betts  BOS  OF   4800  5.00      7.130435     7.712471
9  Michael Brantley  CLE  OF   4300  0.00     10.157895     7.470409
10  Abraham Almonte  CLE  OF   3100  0.00      6.000000     5.891883
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3          9         0.0 0.00     9 0.179 0.029
4         24         0.0 0.00     1 0.302 0.126
5         21         0.0 0.00     1 0.330 0.168
6         27         0.0 0.00     4 0.389 0.262
7         24         0.0 0.00     2 0.404 0.302
8         23         0.0 0.00     3 0.343 0.135
9         19         0.0 0.00     3 0.376 0.216
10        15         0.0 0.00     8 0.347 0.123

[1] "Total fpts: NA (136)"
        Lineup (31) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET    P   8000   32     17.512500     8.274496
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3      Caleb Joseph  BAL    C   2600    0      4.200000     6.250333
4  Paul Goldschmidt  ARI   1B   5500   39     11.206897     7.379408
5     Brandon Drury  ARI   2B   4500    0      6.560000     5.909597
6         Jake Lamb  ARI   3B   5100    0     10.444444     7.083748
7     Jorge Polanco  MIN   SS   3300    5      6.550000     4.536112
8     Yasmany Tomas  ARI   OF   4800    2      9.086957     8.948911
9     David Peralta  ARI   OF   4700    8      9.000000     9.227289
10 Christian Yelich  MIA   OF   4100    9      8.423077     7.590379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.2    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         10         0.0    0     9 0.217 0.135
4         29         0.0    0     3 0.430 0.214
5         25         0.0    0     6 0.349 0.109
6         27         0.0    0     4 0.389 0.262
7         20         0.0    0     8 0.287 0.092
8         23         0.0    0     5 0.362 0.272
9         22         0.0    0     2 0.382 0.183
10        26         0.0    0     3 0.306 0.117

[1] "Total fpts: NA (137)"
        Lineup (39) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB    P   9600 26.5     18.316667     5.840862
2    Michael Fulmer  DET    P   8000 32.0     17.512500     8.274496
3      Caleb Joseph  BAL    C   2600  0.0      4.200000     6.250333
4  Paul Goldschmidt  ARI   1B   5500 39.0     11.206897     7.379408
5   Jonathan Schoop  BAL   2B   3800  4.0      7.777778     5.479566
6         Jake Lamb  ARI   3B   5100  0.0     10.444444     7.083748
7          JJ Hardy  BAL   SS   3100  0.0      4.160000     5.177515
8        AJ Pollock  ARI   OF   5200 17.0     10.230769     8.081127
9        Seth Smith  BAL   OF   3600  8.0      9.615385     8.827405
10     Hyun Soo Kim <NA> <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.27    NA 0.000 0.000
2          4         6.2 1.00    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         29         0.0 0.00     3 0.430 0.214
5         27         0.0 0.00     6 0.367 0.221
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     8 0.227 0.065
8         26         0.0 0.00     1 0.352 0.153
9         13         0.0 0.00     1 0.396 0.225
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (138)"
        Lineup (46) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
2   Miguel Gonzalez  CWS    P   5600 16.2     15.570000    14.581907
3   Yasmani Grandal  LAD    C   3400  7.0      5.952381     7.067363
4  Paul Goldschmidt  ARI   1B   5500 39.0     11.206897     7.379408
5    Tyler Saladino  CWS   2B   3900  0.0      5.529412     4.938594
6         Jake Lamb  ARI   3B   5100  0.0     10.444444     7.083748
7      Corey Seager  LAD   SS   4400  7.0      9.080000     7.761658
8        AJ Pollock  ARI   OF   5200 17.0     10.230769     8.081127
9     Yasmany Tomas  ARI   OF   4800  2.0      9.086957     8.948911
10    David Peralta  ARI   OF   4700  8.0      9.000000     9.227289
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          5         6.6 1.33    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         29         0.0 0.00     3 0.430 0.214
5         17         0.0 0.00     6 0.284 0.067
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     2 0.387 0.214
8         26         0.0 0.00     1 0.352 0.153
9         23         0.0 0.00     5 0.362 0.272
10        22         0.0 0.00     2 0.382 0.183

[1] "Total fpts: NA (139)"
         Lineup (48) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Dallas Keuchel  HOU     P  10400 12.6     27.210000     5.096862
2   Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3  Christian Vazquez  BOS     C   2700  0.0      6.583333     8.938765
4     Hanley Ramirez  BOS 1B/OF   4600  2.0      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.0      5.523810     4.377431
6        Miguel Sano  MIN    3B   4200 17.0     11.318182     9.458613
7   Francisco Lindor  CLE    SS   4300  0.0     10.458333     9.614207
8       Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
9  Andrew Benintendi  BOS    OF   3800 17.0      7.416667     6.317104
10  Michael Conforto  NYM    OF   3700  7.0     12.812500    10.672199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         12         0.0 0.00     9 0.387 0.143
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         22         0.0 0.00     3 0.455 0.356
7         24         0.0 0.00     2 0.404 0.302
8         23         0.0 0.00     3 0.343 0.135
9         24         0.0 0.00     2 0.342 0.124
10        16         0.0 0.00     1 0.465 0.343

[1] "Total fpts: NA (140)"
         Lineup (61) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Yu Darvish  TEX    P  11200 17.75     24.710000    11.124545
2  Stephen Strasburg  WSH    P  10600 21.95     20.050000     8.587588
3       Caleb Joseph  BAL    C   2600  0.00      4.200000     6.250333
4        Justin Bour  MIA   1B   3000 16.00      6.375000     8.165742
5    Jonathan Schoop  BAL   2B   3800  4.00      7.777778     5.479566
6      Justin Turner  LAD   3B   3800 10.00      8.125000     5.169413
7           JJ Hardy  BAL   SS   3100  0.00      4.160000     5.177515
8      David Peralta  ARI   OF   4700  8.00      9.000000     9.227289
9         Seth Smith  BAL   OF   3600  8.00      9.615385     8.827405
10      Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          4         7.0 1.00    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         24         0.0 0.00     6 0.303 0.160
5         27         0.0 0.00     6 0.367 0.221
6         24         0.0 0.00     3 0.419 0.141
7         25         0.0 0.00     8 0.227 0.065
8         22         0.0 0.00     2 0.382 0.183
9         13         0.0 0.00     1 0.396 0.225
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (141)"
         Lineup (66) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH    P  10600 21.95     20.050000     8.587588
2   Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3    Yasmani Grandal  LAD    C   3400  7.00      5.952381     7.067363
4      Mark Reynolds  COL   1B   4300 19.00     10.041667     8.985395
5         Dee Gordon  MIA   2B   4000  7.00      8.695652     6.622515
6      Justin Turner  LAD   3B   3800 10.00      8.125000     5.169413
7       Corey Seager  LAD   SS   4400  7.00      9.080000     7.761658
8      David Peralta  ARI   OF   4700  8.00      9.000000     9.227289
9       Joc Pederson  LAD   OF   3700  4.00      6.181818     6.353238
10    Cody Bellinger  LAD   OF   3600 35.00      9.000000     9.861541
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4           7    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         21           0    0     4 0.301 0.165
4         24           0    0     5 0.404 0.287
5         23           0    0     1 0.315 0.073
6         24           0    0     3 0.419 0.141
7         25           0    0     2 0.387 0.214
8         22           0    0     2 0.382 0.183
9         11           0    0     6 0.301 0.120
10         9           0    0     5 0.396 0.273

[1] "Total fpts: NA (142)"
         Lineup (87) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3        Jeff Mathis  ARI     C   2900  5.00      3.285714     5.783645
4        Chris Davis  BAL    1B   4100 24.00      6.076923     6.189818
5    Jonathan Schoop  BAL    2B   3800  4.00      7.777778     5.479566
6      Manny Machado  BAL    3B   4900  3.00      8.740741     8.112633
7      Andrew Romine  DET OF/SS   2100 13.00      6.692308     7.273062
8        Mark Trumbo  BAL    OF   4500  8.00      6.074074     6.961023
9  Andrew Benintendi  BOS    OF   3800 17.00      7.416667     6.317104
10      Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         14         0.0 0.00     8 0.164 0.137
4         26         0.0 0.00     4 0.317 0.151
5         27         0.0 0.00     6 0.367 0.221
6         27         0.0 0.00     3 0.344 0.252
7         13         0.0 0.00     1 0.304 0.136
8         27         0.0 0.00     5 0.256 0.092
9         24         0.0 0.00     2 0.342 0.124
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (143)"
       Lineup (100) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Dallas Keuchel  HOU     P  10400 12.6     27.210000     5.096862
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3       Jeff Mathis  ARI     C   2900  5.0      3.285714     5.783645
4      Justin Smoak  TOR    1B   2700 19.0      7.450000     7.850411
5     Brandon Drury  ARI    2B   4500  0.0      6.560000     5.909597
6         Jake Lamb  ARI    3B   5100  0.0     10.444444     7.083748
7      Chris Owings  ARI OF/SS   4500  3.0     10.720000    10.047885
8     Yasmany Tomas  ARI    OF   4800  2.0      9.086957     8.948911
9  Christian Yelich  MIA    OF   4100  9.0      8.423077     7.590379
10     Andrew Toles  LAD    OF   3600  9.0      9.266667     7.777868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0 0.00     8 0.164 0.137
4         20         0.0 0.00     5 0.335 0.212
5         25         0.0 0.00     6 0.349 0.109
6         27         0.0 0.00     4 0.389 0.262
7         25         0.0 0.00     7 0.374 0.204
8         23         0.0 0.00     5 0.362 0.272
9         26         0.0 0.00     3 0.306 0.117
10        15         0.0 0.00     1 0.337 0.207

[1] "Total fpts: NA (144)"
        Lineup (106) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10000 14.5     20.810000     5.071661
2   Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3        JT Realmuto  MIA     C   3500  5.0      6.772727     7.150969
4     Hanley Ramirez  BOS 1B/OF   4600  2.0      8.136364     6.720937
5     Dustin Pedroia  BOS    2B   4100  5.0      5.523810     4.377431
6      Justin Turner  LAD    3B   3800 10.0      8.125000     5.169413
7    Xander Bogaerts  BOS    SS   4400  3.0      7.619048     4.620348
8       Mookie Betts  BOS    OF   4800  5.0      7.130435     7.712471
9  Andrew Benintendi  BOS    OF   3800 17.0      7.416667     6.317104
10        Seth Smith  BAL    OF   3600  8.0      9.615385     8.827405
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.38    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         22         0.0 0.00     7 0.353 0.130
4         22         0.0 0.00     4 0.346 0.194
5         21         0.0 0.00     1 0.312 0.045
6         24         0.0 0.00     3 0.419 0.141
7         21         0.0 0.00     5 0.346 0.046
8         23         0.0 0.00     3 0.343 0.135
9         24         0.0 0.00     2 0.342 0.124
10        13         0.0 0.00     1 0.396 0.225

[1] "Total fpts: NA (145)"
       Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX     P  11200 17.75     24.710000    11.124545
2      Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3   Yasmani Grandal  LAD     C   3400  7.00      5.952381     7.067363
4       Chris Davis  BAL    1B   4100 24.00      6.076923     6.189818
5   Jonathan Schoop  BAL    2B   3800  4.00      7.777778     5.479566
6   Eduardo Escobar  MIN 3B/SS   2700  3.00      6.900000     5.858517
7          JJ Hardy  BAL    SS   3100  0.00      4.160000     5.177515
8       Mark Trumbo  BAL    OF   4500  8.00      6.074074     6.961023
9  Christian Yelich  MIA    OF   4100  9.00      8.423077     7.590379
10     Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         26         0.0 0.00     4 0.317 0.151
5         27         0.0 0.00     6 0.367 0.221
6         10         0.0 0.00     6 0.369 0.262
7         25         0.0 0.00     8 0.227 0.065
8         27         0.0 0.00     5 0.256 0.092
9         26         0.0 0.00     3 0.306 0.117
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (146)"
       Lineup (117) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Yu Darvish  TEX    P  11200 17.75     24.710000    11.124545
2    Jhoulys Chacin   SD    P   5400 11.80     11.483333    15.869993
3       JT Realmuto  MIA    C   3500  5.00      6.772727     7.150969
4       Chris Davis  BAL   1B   4100 24.00      6.076923     6.189818
5   Jonathan Schoop  BAL   2B   3800  4.00      7.777778     5.479566
6     Manny Machado  BAL   3B   4900  3.00      8.740741     8.112633
7  Francisco Lindor  CLE   SS   4300  0.00     10.458333     9.614207
8     David Peralta  ARI   OF   4700  8.00      9.000000     9.227289
9       Mark Trumbo  BAL   OF   4500  8.00      6.074074     6.961023
10     Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.06    NA 0.000 0.000
2          6         5.7 1.32    NA 0.000 0.000
3         22         0.0 0.00     7 0.353 0.130
4         26         0.0 0.00     4 0.317 0.151
5         27         0.0 0.00     6 0.367 0.221
6         27         0.0 0.00     3 0.344 0.252
7         24         0.0 0.00     2 0.404 0.302
8         22         0.0 0.00     2 0.382 0.183
9         27         0.0 0.00     5 0.256 0.092
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (147)"
        Lineup (119) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH    P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB    P   9600 26.50     18.316667     5.840862
3       Caleb Joseph  BAL    C   2600  0.00      4.200000     6.250333
4      Mark Reynolds  COL   1B   4300 19.00     10.041667     8.985395
5       Brian Dozier  MIN   2B   4400  0.00      9.000000     6.449806
6      Evan Longoria   TB   3B   4000 15.00      6.692308     6.373503
7           JJ Hardy  BAL   SS   3100  0.00      4.160000     5.177515
8         Adam Jones  BAL   OF   4300  0.00      7.481481     6.338954
9         Seth Smith  BAL   OF   3600  8.00      9.615385     8.827405
10      Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         24         0.0 0.00     5 0.404 0.287
5         21         0.0 0.00     1 0.330 0.168
6         26         0.0 0.00     3 0.285 0.165
7         25         0.0 0.00     8 0.227 0.065
8         27         0.0 0.00     2 0.336 0.146
9         13         0.0 0.00     1 0.396 0.225
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (148)"
        Lineup (132) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE     P  10000 14.5     20.810000     5.071661
2   Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3        JT Realmuto  MIA     C   3500  5.0      6.772727     7.150969
4        Justin Bour  MIA    1B   3000 16.0      6.375000     8.165742
5       Brian Dozier  MIN    2B   4400  0.0      9.000000     6.449806
6        Miguel Sano  MIN    3B   4200 17.0     11.318182     9.458613
7       Chris Owings  ARI OF/SS   4500  3.0     10.720000    10.047885
8  Giancarlo Stanton  MIA    OF   4400 11.0      8.640000     9.308956
9   Christian Yelich  MIA    OF   4100  9.0      8.423077     7.590379
10     Marcell Ozuna  MIA    OF   3600 14.0      9.461538     9.704559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.38    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         22         0.0 0.00     7 0.353 0.130
4         24         0.0 0.00     6 0.303 0.160
5         21         0.0 0.00     1 0.330 0.168
6         22         0.0 0.00     3 0.455 0.356
7         25         0.0 0.00     7 0.374 0.204
8         25         0.0 0.00     4 0.341 0.240
9         26         0.0 0.00     3 0.306 0.117
10        26         0.0 0.00     5 0.393 0.262

[1] "Total fpts: NA (149)"
        Lineup (145) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  10600 21.95     20.050000     8.587588
2       Chris Archer   TB     P   9600 26.50     18.316667     5.840862
3       Caleb Joseph  BAL     C   2600  0.00      4.200000     6.250333
4     Hanley Ramirez  BOS 1B/OF   4600  2.00      8.136364     6.720937
5    Jonathan Schoop  BAL    2B   3800  4.00      7.777778     5.479566
6      Yunel Escobar  LAA    3B   2900  8.00      6.730769     6.514953
7           JJ Hardy  BAL    SS   3100  0.00      4.160000     5.177515
8       Mookie Betts  BOS    OF   4800  5.00      7.130435     7.712471
9        Mark Trumbo  BAL    OF   4500  8.00      6.074074     6.961023
10      Hyun Soo Kim <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         7.0 1.00    NA 0.000 0.000
2          6         6.6 1.27    NA 0.000 0.000
3         10         0.0 0.00     9 0.217 0.135
4         22         0.0 0.00     4 0.346 0.194
5         27         0.0 0.00     6 0.367 0.221
6         26         0.0 0.00     1 0.303 0.099
7         25         0.0 0.00     8 0.227 0.065
8         23         0.0 0.00     3 0.343 0.135
9         27         0.0 0.00     5 0.256 0.092
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (150)"
      Lineup (149) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Dallas Keuchel  HOU    P  10400 12.60     27.210000     5.096862
2     Jesse Chavez  LAA    P   6500 12.65     14.370000    10.507652
3  Yasmani Grandal  LAD    C   3400  7.00      5.952381     7.067363
4      Chris Davis  BAL   1B   4100 24.00      6.076923     6.189818
5  Jonathan Schoop  BAL   2B   3800  4.00      7.777778     5.479566
6    Manny Machado  BAL   3B   4900  3.00      8.740741     8.112633
7     Aledmys Diaz  STL   SS   3700 24.00      6.904762     9.486331
8       AJ Pollock  ARI   OF   5200 17.00     10.230769     8.081127
9      Mark Trumbo  BAL   OF   4500  8.00      6.074074     6.961023
10    Hyun Soo Kim <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.4 0.81    NA 0.000 0.000
2          5         5.0 1.43    NA 0.000 0.000
3         21         0.0 0.00     4 0.301 0.165
4         26         0.0 0.00     4 0.317 0.151
5         27         0.0 0.00     6 0.367 0.221
6         27         0.0 0.00     3 0.344 0.252
7         21         0.0 0.00     6 0.286 0.189
8         26         0.0 0.00     1 0.352 0.153
9         27         0.0 0.00     5 0.256 0.092
10         0          NA   NA    NA    NA    NA



***********************************************************************************************
Contest 17: 2017-05-06 $40.00entry_MLB$250KSaturdaySlugfest
***********************************************************************************************
[1] "PnL: -4670"

[1] "Total fpts: 181.6 (1)"
       Lineup (143) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2           AJ Cole  WSH   P   5400 13.5           NaN           NA
3     Austin Barnes  LAD   C   3000  8.0      9.000000     8.074652
4        Joey Votto  CIN  1B   4800 14.0     10.785714     8.107414
5      Chris Taylor  LAD  2B   3200 10.0      8.000000     5.000000
6    Eugenio Suarez  CIN  3B   3700 23.0     10.240000     8.903557
7       Zack Cozart  CIN  SS   3600 18.0      8.750000     6.502508
8       Adam Duvall  CIN  OF   4300 23.0      9.576923     9.170270
9    Billy Hamilton  CIN  OF   4200 29.0     10.000000     9.333810
10 Michael Conforto  NYM  OF   3600 12.0     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         28         0.0 0.00     3 0.413 0.337
5          7         0.0 0.00     1 0.471 0.250
6         25         0.0 0.00     5 0.430 0.265
7         24         0.0 0.00     2 0.420 0.218
8         26         0.0 0.00     4 0.370 0.312
9         26         0.0 0.00     1 0.263 0.078
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 165.45 (2)"
        Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3      Gary Sanchez  NYY   C   4600 14.00      4.333333     8.262364
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5    Starlin Castro  NYY  2B   3400 30.00      9.074074     6.366535
6     Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7        Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8       Aaron Judge  NYY  OF   4500  0.00     13.680000    11.678756
9     Brett Gardner  NYY  OF   3700 12.00      9.909091    10.364358
10      Aaron Hicks  NYY  OF   2900 38.00     12.384615     8.578446
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3          6           0 0.00     5 0.201 0.125
4         30           0 0.00     3 0.459 0.264
5         27           0 0.00     3 0.411 0.174
6         28           0 0.00     3 0.384 0.287
7         14           0 0.00     2 0.245 0.088
8         25           0 0.00     4 0.507 0.478
9         22           0 0.00     1 0.354 0.214
10        13           0 0.00     2 0.446 0.316

[1] "Total fpts: 159.45 (3)"
      Lineup (84) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2    Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3  Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4      Joey Votto  CIN  1B   4800 14.00     10.785714     8.107414
5   Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6  Eugenio Suarez  CIN  3B   3700 23.00     10.240000     8.903557
7     Zack Cozart  CIN  SS   3600 18.00      8.750000     6.502508
8   Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9     Adam Duvall  CIN  OF   4300 23.00      9.576923     9.170270
10 Billy Hamilton  CIN  OF   4200 29.00     10.000000     9.333810
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         28           0 0.00     3 0.413 0.337
5         26           0 0.00     6 0.335 0.104
6         25           0 0.00     5 0.430 0.265
7         24           0 0.00     2 0.420 0.218
8         24           0 0.00     5 0.355 0.263
9         26           0 0.00     4 0.370 0.312
10        26           0 0.00     1 0.263 0.078

[1] "Total fpts: 154.6 (4)"
        Lineup (79) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2           AJ Cole  WSH     P   5400 13.5           NaN           NA
3    Chris Iannetta  ARI     C   3500  3.0      5.454545     5.663279
4        Joey Votto  CIN    1B   4800 14.0     10.785714     8.107414
5       Jose Peraza  CIN    2B   3900  4.0      7.280000     7.607672
6    Eugenio Suarez  CIN    3B   3700 23.0     10.240000     8.903557
7     Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8        AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9       Adam Duvall  CIN    OF   4300 23.0      9.576923     9.170270
10 Patrick Kivlehan  CIN    OF   2600 25.0      7.666667     7.505553
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         28         0.0 0.00     3 0.413 0.337
5         25         0.0 0.00     6 0.273 0.053
6         25         0.0 0.00     5 0.430 0.265
7         14         0.0 0.00     1 0.308 0.125
8         27         0.0 0.00     1 0.360 0.171
9         26         0.0 0.00     4 0.370 0.312
10         3         0.0 0.00     7 0.320 0.044

[1] "Total fpts: 154.6 (5)"
        Lineup (99) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2           AJ Cole  WSH     P   5400 13.5           NaN           NA
3      Gary Sanchez  NYY     C   4600 14.0      4.333333     8.262364
4  Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5    Starlin Castro  NYY    2B   3400 30.0      9.074074     6.366535
6       Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7    Didi Gregorius  NYY    SS   3400 10.0      7.333333     5.785038
8       Aaron Judge  NYY    OF   4500  0.0     13.680000    11.678756
9  Michael Conforto  NYM    OF   3600 12.0     12.470588    10.429032
10      Aaron Hicks  NYY    OF   2900 38.0     12.384615     8.578446
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         30         0.0 0.00     3 0.459 0.264
5         27         0.0 0.00     3 0.411 0.174
6          8         0.0 0.00     7 0.320 0.071
7          6         0.0 0.00     6 0.328 0.071
8         25         0.0 0.00     4 0.507 0.478
9         17         0.0 0.00     1 0.457 0.324
10        13         0.0 0.00     2 0.446 0.316

[1] "Total fpts: 152.2 (6)"
        Lineup (149) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2       Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3       Ryan Hanigan  COL   C   3000  8.0           NaN           NA
4         Joey Votto  CIN  1B   4800 14.0     10.785714     8.107414
5        Jose Peraza  CIN  2B   3900  4.0      7.280000     7.607672
6     Eugenio Suarez  CIN  3B   3700 23.0     10.240000     8.903557
7        Zack Cozart  CIN  SS   3600 18.0      8.750000     6.502508
8        Adam Duvall  CIN  OF   4300 23.0      9.576923     9.170270
9  Guillermo Heredia  SEA  OF   2700 12.0      7.000000     6.946222
10        Matt Joyce  OAK  OF   2500  7.0      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         28         0.0 0.00     3 0.413 0.337
5         25         0.0 0.00     6 0.273 0.053
6         25         0.0 0.00     5 0.430 0.265
7         24         0.0 0.00     2 0.420 0.218
8         26         0.0 0.00     4 0.370 0.312
9         17         0.0 0.00     2 0.359 0.139
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 145.25 (7)"
        Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
2        JC Ramirez  LAA     P   6800  8.90     19.300000    10.960307
3    Chris Iannetta  ARI     C   3500  3.00      5.454545     5.663279
4     Mark Reynolds  COL    1B   4600 18.00     10.400000     8.976822
5       DJ LeMahieu  COL    2B   4800 13.00      6.423077     6.178499
6     Nolan Arenado  COL    3B   5200 21.00      8.892857     7.617423
7     Andrew Romine  DET OF/SS   2100 18.00      7.142857     7.188208
8  Charlie Blackmon  COL    OF   5300 22.00     10.464286     7.608388
9       Ian Desmond  COL    OF   5000  5.00     11.200000    12.949903
10 Gorkys Hernandez   SF    OF   3000  9.00      5.285714     5.426836
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          4           4 1.12    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         25           0 0.00     5 0.414 0.305
5         26           0 0.00     2 0.325 0.089
6         28           0 0.00     3 0.384 0.287
7         14           0 0.00     1 0.308 0.125
8         28           0 0.00     1 0.372 0.280
9          5           0 0.00     4 0.365 0.261
10        14           0 0.00     8 0.225 0.043

[1] "Total fpts: 143.5 (8)"
        Lineup (150) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2  Jordan Zimmermann  DET   P   6300  9.15      8.010000     7.448859
3       Gary Sanchez  NYY   C   4600 14.00      4.333333     8.262364
4        Justin Bour  MIA  1B   3000  0.00      6.760000     8.222327
5     Starlin Castro  NYY  2B   3400 30.00      9.074074     6.366535
6      Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7     Didi Gregorius  NYY  SS   3400 10.00      7.333333     5.785038
8         AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9        Aaron Judge  NYY  OF   4500  0.00     13.680000    11.678756
10       Aaron Hicks  NYY  OF   2900 38.00     12.384615     8.578446
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         5.5 1.63    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         25         0.0 0.00     5 0.315 0.163
5         27         0.0 0.00     3 0.411 0.174
6         28         0.0 0.00     3 0.384 0.287
7          6         0.0 0.00     6 0.328 0.071
8         27         0.0 0.00     1 0.360 0.171
9         25         0.0 0.00     4 0.507 0.478
10        13         0.0 0.00     2 0.446 0.316

[1] "Total fpts: 143.25 (9)"
         Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   8400 13.30     19.008333     8.689558
2         Matt Garza  MIL   P   6400 16.95           NaN           NA
3        JT Realmuto  MIA   C   3300 11.00      6.695652     6.996329
4      Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6      Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7       Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8        Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9  Giancarlo Stanton  MIA  OF   4300 17.00      8.730769     9.132613
10     Marcell Ozuna  MIA  OF   3400 19.00      9.629630     9.556102
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          0         5.3 1.22    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         26         0.0 0.00     4 0.343 0.241
10        27         0.0 0.00     3 0.401 0.262

[1] "Total fpts: 137.85 (10)"
       Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Mike Leake  STL   P   8200 14.75     21.440000     6.839536
2     Chase De Jong  SEA   P   6200 15.10           NaN           NA
3       JT Realmuto  MIA   C   3300 11.00      6.695652     6.996329
4     Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5       DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6     Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7      Aledmys Diaz  STL  SS   3600 13.00      7.681818     9.949331
8  Charlie Blackmon  COL  OF   5300 22.00     10.464286     7.608388
9       Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
10       Seth Smith  BAL  OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          0         2.4 2.32    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         22         0.0 0.00     5 0.315 0.191
8         28         0.0 0.00     1 0.372 0.280
9          5         0.0 0.00     4 0.365 0.261
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 136.25 (11)"
        Lineup (111) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.10     25.233333     9.934217
2  Jordan Zimmermann  DET   P   6300  9.15      8.010000     7.448859
3     Devin Mesoraco  CIN   C   2900  5.00      7.250000     7.719024
4       Brock Stassi  PHI  1B   2800  4.00      8.333333     6.889606
5        Jose Peraza  CIN  2B   3900  4.00      7.280000     7.607672
6     Eugenio Suarez  CIN  3B   3700 23.00     10.240000     8.903557
7       Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9        Adam Duvall  CIN  OF   4300 23.00      9.576923     9.170270
10  Patrick Kivlehan  CIN  OF   2600 25.00      7.666667     7.505553
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         5.5 1.63    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4          6         0.0 0.00     2 0.275 0.231
5         25         0.0 0.00     6 0.273 0.053
6         25         0.0 0.00     5 0.430 0.265
7         25         0.0 0.00     6 0.285 0.227
8         24         0.0 0.00     5 0.355 0.263
9         26         0.0 0.00     4 0.370 0.312
10         3         0.0 0.00     7 0.320 0.044

[1] "Total fpts: 131.7 (12)"
      Lineup (113) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2      Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
3     Gary Sanchez  NYY     C   4600 14.00      4.333333     8.262364
4   Matt Carpenter  STL    1B   3800 21.00      8.272727     6.963728
5       Dee Gordon  MIA    2B   3900 12.00      8.625000     6.486189
6      Greg Garcia  STL 3B/SS   2400  3.00      6.875000     6.577831
7     Aledmys Diaz  STL    SS   3600 13.00      7.681818     9.949331
8       AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9   Randal Grichuk  STL    OF   3300 18.00      6.125000     5.863020
10      Tommy Pham  STL    OF   2100  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.14    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         22         0.0 0.00     3 0.381 0.208
5         24         0.0 0.00     1 0.306 0.070
6          8         0.0 0.00     7 0.320 0.071
7         22         0.0 0.00     5 0.315 0.191
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     4 0.286 0.134
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: 131.2 (13)"
      Lineup (103) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3     Matt Wieters  WSH     C   3200  0.0      8.833333    10.319884
4   Ryan Zimmerman  WSH    1B   4400 25.0     14.954545     8.769413
5    Daniel Murphy  WSH    2B   4600 15.0      9.600000    10.267262
6   Anthony Rendon  WSH    3B   4000 20.0      8.565217    14.714946
7    Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8    Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
9     Jayson Werth  WSH    OF   3600  5.0      6.318182     5.907109
10      Tommy Pham  STL    OF   2100  2.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         18         0.0 0.00     6 0.383 0.213
4         22         0.0 0.00     4 0.556 0.452
5         25         0.0 0.00     3 0.392 0.219
6         23         0.0 0.00     5 0.361 0.164
7         14         0.0 0.00     1 0.308 0.125
8         24         0.0 0.00     5 0.355 0.263
9         22         0.0 0.00     2 0.343 0.126
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: 128.85 (14)"
        Lineup (116) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2            AJ Cole  WSH     P   5400 13.50           NaN           NA
3       Gary Sanchez  NYY     C   4600 14.00      4.333333     8.262364
4          Jay Bruce  NYM 1B/OF   4000 18.00     10.259259    11.050905
5        Neil Walker  NYM    2B   3500  7.00      6.074074     6.262992
6      Manny Machado  BAL    3B   4800 21.00      8.535714     8.034565
7   Asdrubal Cabrera  NYM    SS   3600  9.00      8.000000     7.644265
8        Ian Desmond  COL    OF   5000  5.00     11.200000    12.949903
9  Curtis Granderson  NYM    OF   3600  8.00      5.125000     6.661456
10  Michael Conforto  NYM    OF   3600 12.00     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         27         0.0 0.00     3 0.411 0.314
5         27         0.0 0.00     4 0.276 0.115
6         28         0.0 0.00     3 0.340 0.243
7         24         0.0 0.00     2 0.318 0.118
8          5         0.0 0.00     4 0.365 0.261
9         24         0.0 0.00     5 0.208 0.133
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 124.45 (15)"
        Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3    Devin Mesoraco  CIN   C   2900  5.00      7.250000     7.719024
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5       Jose Peraza  CIN  2B   3900  4.00      7.280000     7.607672
6    Eugenio Suarez  CIN  3B   3700 23.00     10.240000     8.903557
7        Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9       Adam Duvall  CIN  OF   4300 23.00      9.576923     9.170270
10 Patrick Kivlehan  CIN  OF   2600 25.00      7.666667     7.505553
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4         30         0.0 0.00     3 0.459 0.264
5         25         0.0 0.00     6 0.273 0.053
6         25         0.0 0.00     5 0.430 0.265
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         26         0.0 0.00     4 0.370 0.312
10         3         0.0 0.00     7 0.320 0.044

[1] "Total fpts: 123.9 (16)"
         Lineup (10) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Amir Garrett  CIN   P   7100 12.1     15.180000   18.0597827
2  Jordan Montgomery  NYY   P   7000 16.8     14.737500    0.7824907
3     Devin Mesoraco  CIN   C   2900  5.0      7.250000    7.7190241
4      Mark Reynolds  COL  1B   4600 18.0     10.400000    8.9768220
5        DJ LeMahieu  COL  2B   4800 13.0      6.423077    6.1784987
6      Nolan Arenado  COL  3B   5200 21.0      8.892857    7.6174229
7         Nick Ahmed  ARI  SS   3200  8.0      5.000000    6.3001831
8   Charlie Blackmon  COL  OF   5300 22.0     10.464286    7.6083879
9        Ian Desmond  COL  OF   5000  5.0     11.200000   12.9499035
10     Yasmany Tomas  ARI  OF   4700  3.0      8.791667    8.8709549
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.13    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         14         0.0 0.00     2 0.245 0.088
8         28         0.0 0.00     1 0.372 0.280
9          5         0.0 0.00     4 0.365 0.261
10        24         0.0 0.00     5 0.355 0.263

[1] "Total fpts: 123.9 (17)"
         Lineup (43) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333    9.9342170
2  Jordan Montgomery  NYY     P   7000 16.8     14.737500    0.7824907
3     Chris Iannetta  ARI     C   3500  3.0      5.454545    5.6632788
4     Matt Carpenter  STL    1B   3800 21.0      8.272727    6.9637279
5        DJ LeMahieu  COL    2B   4800 13.0      6.423077    6.1784987
6        Greg Garcia  STL 3B/SS   2400  3.0      6.875000    6.5778307
7       Aledmys Diaz  STL    SS   3600 13.0      7.681818    9.9493305
8      Yasmany Tomas  ARI    OF   4700  3.0      8.791667    8.8709549
9     Randal Grichuk  STL    OF   3300 18.0      6.125000    5.8630197
10        Tommy Pham  STL    OF   2100  2.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         22         0.0 0.00     3 0.381 0.208
5         26         0.0 0.00     2 0.325 0.089
6          8         0.0 0.00     7 0.320 0.071
7         22         0.0 0.00     5 0.315 0.191
8         24         0.0 0.00     5 0.355 0.263
9         24         0.0 0.00     4 0.286 0.134
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: 122.1 (18)"
         Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Matt Garza  MIL   P   6400 16.95           NaN           NA
2  Jordan Zimmermann  DET   P   6300  9.15      8.010000     7.448859
3       Brian McCann  HOU   C   3300  8.00      9.250000     6.765820
4      Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6      Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7   Asdrubal Cabrera  NYM  SS   3600  9.00      8.000000     7.644265
8   Charlie Blackmon  COL  OF   5300 22.00     10.464286     7.608388
9         AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
10       Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.22    NA 0.000 0.000
2          5         5.5 1.63    NA 0.000 0.000
3         20         0.0 0.00     5 0.375 0.195
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         24         0.0 0.00     2 0.318 0.118
8         28         0.0 0.00     1 0.372 0.280
9         27         0.0 0.00     1 0.360 0.171
10         5         0.0 0.00     4 0.365 0.261

[1] "Total fpts: 119.8 (19)"
          Lineup (47) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Dylan Bundy  BAL   P   8400 13.3     19.008333     8.689558
2             AJ Cole  WSH   P   5400 13.5           NaN           NA
3       Austin Barnes  LAD   C   3000  8.0      9.000000     8.074652
4       Mark Reynolds  COL  1B   4600 18.0     10.400000     8.976822
5         DJ LeMahieu  COL  2B   4800 13.0      6.423077     6.178499
6       Nolan Arenado  COL  3B   5200 21.0      8.892857     7.617423
7         Trea Turner  WSH  SS   4900  0.0     12.312500    11.631674
8    Charlie Blackmon  COL  OF   5300 22.0     10.464286     7.608388
9         Ian Desmond  COL  OF   5000  5.0     11.200000    12.949903
10 Franklin Gutierrez  LAD  OF   3400  6.0      7.500000     7.325754
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         16         0.0 0.00     1 0.370 0.203
8         28         0.0 0.00     1 0.372 0.280
9          5         0.0 0.00     4 0.365 0.261
10         4         0.0 0.00     4 0.413 0.278

[1] "Total fpts: 119.2 (20)"
         Lineup (36) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2       Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3        JT Realmuto  MIA   C   3300 11.0      6.695652     6.996329
4        Justin Bour  MIA  1B   3000  0.0      6.760000     8.222327
5       Rougned Odor  TEX  2B   3800  0.0      5.758621     6.191326
6      Nolan Arenado  COL  3B   5200 21.0      8.892857     7.617423
7         Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8  Giancarlo Stanton  MIA  OF   4300 17.0      8.730769     9.132613
9      Marcell Ozuna  MIA  OF   3400 19.0      9.629630     9.556102
10     Ichiro Suzuki  MIA  OF   2500  0.0      5.500000     8.020806
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.315 0.163
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.384 0.287
7         14         0.0 0.00     2 0.245 0.088
8         26         0.0 0.00     4 0.343 0.241
9         27         0.0 0.00     3 0.401 0.262
10         4         0.0 0.00     7 0.204 0.118

[1] "Total fpts: 118.6 (21)"
         Lineup (91) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2            AJ Cole  WSH     P   5400 13.5           NaN           NA
3  Robinson Chirinos  TEX     C   2700  3.0     11.555556    11.490334
4        Mike Napoli  TEX    1B   3500 19.0      5.370370     6.152849
5       Rougned Odor  TEX    2B   3800  0.0      5.758621     6.191326
6      Nolan Arenado  COL    3B   5200 21.0      8.892857     7.617423
7      Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8         AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9      Shin-Soo Choo  TEX    OF   3800  0.0      7.160000     8.158227
10  Delino DeShields  TEX    OF   3100 13.0      7.428571     8.092868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         27         0.0 0.00     7 0.229 0.146
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.384 0.287
7         14         0.0 0.00     1 0.308 0.125
8         27         0.0 0.00     1 0.360 0.171
9         25         0.0 0.00     8 0.333 0.140
10        14         0.0 0.00     1 0.297 0.077

[1] "Total fpts: 118.6 (22)"
         Lineup (106) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2             AJ Cole  WSH   P   5400 13.5           NaN           NA
3      Devin Mesoraco  CIN   C   2900  5.0      7.250000     7.719024
4         Chris Davis  BAL  1B   4200  3.0      6.740741     6.981253
5        Chris Taylor  LAD  2B   3200 10.0      8.000000     5.000000
6       Justin Turner  LAD  3B   3800 13.0      8.200000     5.074446
7        Corey Seager  LAD  SS   4400  3.0      9.000000     7.615773
8          AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9  Franklin Gutierrez  LAD  OF   3400  6.0      7.500000     7.325754
10     Cody Bellinger  LAD  OF   3200 34.0     11.600000    12.411464
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4         27         0.0 0.00     4 0.346 0.177
5          7         0.0 0.00     1 0.471 0.250
6         25         0.0 0.00     3 0.423 0.136
7         26         0.0 0.00     2 0.385 0.206
8         27         0.0 0.00     1 0.360 0.171
9          4         0.0 0.00     4 0.413 0.278
10        10         0.0 0.00     5 0.465 0.395

[1] "Total fpts: 117.7 (23)"
         Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2        Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
3      Austin Barnes  LAD   C   3000  8.00      9.000000     8.074652
4        Justin Bour  MIA  1B   3000  0.00      6.760000     8.222327
5         Dee Gordon  MIA  2B   3900 12.00      8.625000     6.486189
6       Martin Prado  MIA  3B   3200  0.00      7.266667     4.787882
7         Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8        Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9  Giancarlo Stanton  MIA  OF   4300 17.00      8.730769     9.132613
10     Marcell Ozuna  MIA  OF   3400 19.00      9.629630     9.556102
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.14    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         25         0.0 0.00     5 0.315 0.163
5         24         0.0 0.00     1 0.306 0.070
6         15         0.0 0.00     2 0.334 0.129
7         14         0.0 0.00     2 0.245 0.088
8          5         0.0 0.00     4 0.365 0.261
9         26         0.0 0.00     4 0.343 0.241
10        27         0.0 0.00     3 0.401 0.262

[1] "Total fpts: 117.45 (24)"
         Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
2       Amir Garrett  CIN     P   7100 12.10     15.180000    18.059783
3     Chris Iannetta  ARI     C   3500  3.00      5.454545     5.663279
4          Jay Bruce  NYM 1B/OF   4000 18.00     10.259259    11.050905
5        Neil Walker  NYM    2B   3500  7.00      6.074074     6.262992
6      Nolan Arenado  COL    3B   5200 21.00      8.892857     7.617423
7   Asdrubal Cabrera  NYM    SS   3600  9.00      8.000000     7.644265
8         AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9  Curtis Granderson  NYM    OF   3600  8.00      5.125000     6.661456
10  Michael Conforto  NYM    OF   3600 12.00     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         27           0 0.00     3 0.411 0.314
5         27           0 0.00     4 0.276 0.115
6         28           0 0.00     3 0.384 0.287
7         24           0 0.00     2 0.318 0.118
8         27           0 0.00     1 0.360 0.171
9         24           0 0.00     5 0.208 0.133
10        17           0 0.00     1 0.457 0.324

[1] "Total fpts: 117.2 (25)"
        Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2   Robert Gsellman  NYM   P   6600  7.85      5.750000    10.318975
3    Devin Mesoraco  CIN   C   2900  5.00      7.250000     7.719024
4     Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5       Neil Walker  NYM  2B   3500  7.00      6.074074     6.262992
6     Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7      Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8       Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9     Gerardo Parra  COL  OF   4200  5.00      7.300000     6.783106
10 Michael Conforto  NYM  OF   3600 12.00     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          5         4.4 1.65    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4         25         0.0 0.00     5 0.414 0.305
5         27         0.0 0.00     4 0.276 0.115
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 115.9 (26)"
         Lineup (46) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333    9.9342170
2  Jordan Montgomery  NYY     P   7000 16.8     14.737500    0.7824907
3      Austin Barnes  LAD     C   3000  8.0      9.000000    8.0746517
4          Jay Bruce  NYM 1B/OF   4000 18.0     10.259259   11.0509053
5        Neil Walker  NYM    2B   3500  7.0      6.074074    6.2629922
6        Greg Garcia  STL 3B/SS   2400  3.0      6.875000    6.5778307
7   Asdrubal Cabrera  NYM    SS   3600  9.0      8.000000    7.6442647
8      Yasmany Tomas  ARI    OF   4700  3.0      8.791667    8.8709549
9  Curtis Granderson  NYM    OF   3600  8.0      5.125000    6.6614563
10  Michael Conforto  NYM    OF   3600 12.0     12.470588   10.4290319
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         27         0.0 0.00     3 0.411 0.314
5         27         0.0 0.00     4 0.276 0.115
6          8         0.0 0.00     7 0.320 0.071
7         24         0.0 0.00     2 0.318 0.118
8         24         0.0 0.00     5 0.355 0.263
9         24         0.0 0.00     5 0.208 0.133
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 115.85 (27)"
       Lineup (142) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2           AJ Cole  WSH   P   5400 13.50           NaN           NA
3      Matt Wieters  WSH   C   3200  0.00      8.833333    10.319884
4    Ryan Zimmerman  WSH  1B   4400 25.00     14.954545     8.769413
5     Daniel Murphy  WSH  2B   4600 15.00      9.600000    10.267262
6    Anthony Rendon  WSH  3B   4000 20.00      8.565217    14.714946
7      Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9  Michael Conforto  NYM  OF   3600 12.00     12.470588    10.429032
10   Michael Taylor  WSH  OF   3500  0.00      7.100000     6.822349
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         18         0.0 0.00     6 0.383 0.213
4         22         0.0 0.00     4 0.556 0.452
5         25         0.0 0.00     3 0.392 0.219
6         23         0.0 0.00     5 0.361 0.164
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9         17         0.0 0.00     1 0.457 0.324
10        10         0.0 0.00     7 0.300 0.089

[1] "Total fpts: 115.5 (28)"
         Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2  Jordan Zimmermann  DET   P   6300  9.15      8.010000     7.448859
3      Austin Barnes  LAD   C   3000  8.00      9.000000     8.074652
4      Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6      Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7       Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8        Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10        Tommy Pham  STL  OF   2100  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          5         5.5 1.63    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         24         0.0 0.00     5 0.355 0.263
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: 115.1 (29)"
       Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Julio Teheran  ATL   P   8600  2.65     12.916667     9.891545
2   Clayton Richard   SD   P   6100  3.45     11.308333    13.752033
3      Stephen Vogt  OAK   C   3200  0.00      4.052632     4.743108
4     Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5       DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6     Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7       Zack Cozart  CIN  SS   3600 18.00      8.750000     6.502508
8  Charlie Blackmon  COL  OF   5300 22.00     10.464286     7.608388
9       Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
10 Michael Conforto  NYM  OF   3600 12.00     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.36    NA 0.000 0.000
2          6         5.9 1.49    NA 0.000 0.000
3         19         0.0 0.00     6 0.244 0.132
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         24         0.0 0.00     2 0.420 0.218
8         28         0.0 0.00     1 0.372 0.280
9          5         0.0 0.00     4 0.365 0.261
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 113.2 (30)"
       Lineup (24) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3   Chris Iannetta  ARI   C   3500  3.0      5.454545     5.663279
4    Yonder Alonso  OAK  1B   2900 30.0      9.428571     7.573450
5       Jed Lowrie  OAK  2B   2800  7.0      7.080000     6.102732
6    Nolan Arenado  COL  3B   5200 21.0      8.892857     7.617423
7     Trevor Story  COL  SS   4600  9.0      7.360000     6.217449
8      Khris Davis  OAK  OF   3800  0.0      8.384615     8.000385
9      Rajai Davis  OAK  OF   3600  0.0      7.600000     6.219784
10     Jaff Decker  OAK  OF   2100  0.0      3.750000     3.250874
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         21         0.0 0.00     4 0.413 0.281
5         25         0.0 0.00     2 0.363 0.139
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8         26         0.0 0.00     3 0.389 0.333
9         15         0.0 0.00     1 0.276 0.125
10        12         0.0 0.00     9 0.300 0.068

[1] "Total fpts: 112.2 (31)"
         Lineup (11) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2       Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3     Chris Iannetta  ARI     C   3500  3.0      5.454545     5.663279
4        Justin Bour  MIA    1B   3000  0.0      6.760000     8.222327
5         Dee Gordon  MIA    2B   3900 12.0      8.625000     6.486189
6       Martin Prado  MIA    3B   3200  0.0      7.266667     4.787882
7      Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8         AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9  Giancarlo Stanton  MIA    OF   4300 17.0      8.730769     9.132613
10     Marcell Ozuna  MIA    OF   3400 19.0      9.629630     9.556102
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         25         0.0 0.00     5 0.315 0.163
5         24         0.0 0.00     1 0.306 0.070
6         15         0.0 0.00     2 0.334 0.129
7         14         0.0 0.00     1 0.308 0.125
8         27         0.0 0.00     1 0.360 0.171
9         26         0.0 0.00     4 0.343 0.241
10        27         0.0 0.00     3 0.401 0.262

[1] "Total fpts: 111.85 (32)"
      Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2         AJ Cole  WSH   P   5400 13.50           NaN           NA
3  Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4  Ryan Zimmerman  WSH  1B   4400 25.00     14.954545     8.769413
5   Daniel Murphy  WSH  2B   4600 15.00      9.600000    10.267262
6  Anthony Rendon  WSH  3B   4000 20.00      8.565217    14.714946
7     Trea Turner  WSH  SS   4900  0.00     12.312500    11.631674
8      AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9   Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10   Jayson Werth  WSH  OF   3600  5.00      6.318182     5.907109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         22           0 0.00     4 0.556 0.452
5         25           0 0.00     3 0.392 0.219
6         23           0 0.00     5 0.361 0.164
7         16           0 0.00     1 0.370 0.203
8         27           0 0.00     1 0.360 0.171
9         24           0 0.00     5 0.355 0.263
10        22           0 0.00     2 0.343 0.126

[1] "Total fpts: 110.2 (33)"
         Lineup (68) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2       Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3  Robinson Chirinos  TEX   C   2700  3.0     11.555556    11.490334
4        Mike Napoli  TEX  1B   3500 19.0      5.370370     6.152849
5      Brandon Drury  ARI  2B   4500  7.0      6.307692     5.931403
6         Joey Gallo  TEX  3B   3200 14.0      8.862069     8.663240
7         Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8      Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
9      Shin-Soo Choo  TEX  OF   3800  0.0      7.160000     8.158227
10  Delino DeShields  TEX  OF   3100 13.0      7.428571     8.092868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         27         0.0 0.00     7 0.229 0.146
5         26         0.0 0.00     6 0.335 0.104
6         29         0.0 0.00     6 0.351 0.330
7         14         0.0 0.00     2 0.245 0.088
8         24         0.0 0.00     5 0.355 0.263
9         25         0.0 0.00     8 0.333 0.140
10        14         0.0 0.00     1 0.297 0.077

[1] "Total fpts: 109.6 (34)"
       Lineup (66) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2          AJ Cole  WSH     P   5400 13.5           NaN           NA
3       Eric Fryer  STL     C   2200  0.0      2.250000     3.304038
4    Mark Reynolds  COL    1B   4600 18.0     10.400000     8.976822
5     Adam Rosales  OAK 2B/SS   2400  7.0      5.500000     5.073149
6    Nolan Arenado  COL    3B   5200 21.0      8.892857     7.617423
7     Trevor Story  COL    SS   4600  9.0      7.360000     6.217449
8      Ian Desmond  COL    OF   5000  5.0     11.200000    12.949903
9    Gerardo Parra  COL    OF   4200  5.0      7.300000     6.783106
10     Jaff Decker  OAK    OF   2100  0.0      3.750000     3.250874
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          4         0.0 0.00     8 0.276 0.091
4         25         0.0 0.00     5 0.414 0.305
5         20         0.0 0.00     8 0.290 0.116
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10        12         0.0 0.00     9 0.300 0.068

[1] "Total fpts: 108.45 (35)"
          Lineup (34) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2        Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3      Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4    Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5        Chris Taylor  LAD  2B   3200 10.00      8.000000     5.000000
6       Justin Turner  LAD  3B   3800 13.00      8.200000     5.074446
7        Corey Seager  LAD  SS   4400  3.00      9.000000     7.615773
8       Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9  Franklin Gutierrez  LAD  OF   3400  6.00      7.500000     7.325754
10     Cody Bellinger  LAD  OF   3200 34.00     11.600000    12.411464
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5          7         0.0 0.00     1 0.471 0.250
6         25         0.0 0.00     3 0.423 0.136
7         26         0.0 0.00     2 0.385 0.206
8         24         0.0 0.00     5 0.355 0.263
9          4         0.0 0.00     4 0.413 0.278
10        10         0.0 0.00     5 0.465 0.395

[1] "Total fpts: 108.25 (36)"
       Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2       JC Ramirez  LAA   P   6800  8.90     19.300000    10.960307
3   Devin Mesoraco  CIN   C   2900  5.00      7.250000     7.719024
4    Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5      DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6    Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7     Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8      Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9       Matt Joyce  OAK  OF   2500  7.00      5.666667     6.777413
10     Jaff Decker  OAK  OF   2100  0.00      3.750000     3.250874
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          4         4.0 1.12    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         21         0.0 0.00     7 0.260 0.124
10        12         0.0 0.00     9 0.300 0.068

[1] "Total fpts: 108.2 (37)"
       Lineup (131) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2      Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3      Ryan Hanigan  COL   C   3000  8.0           NaN           NA
4       Mike Napoli  TEX  1B   3500 19.0      5.370370     6.152849
5     Brandon Drury  ARI  2B   4500  7.0      6.307692     5.931403
6        Joey Gallo  TEX  3B   3200 14.0      8.862069     8.663240
7      Elvis Andrus  TEX  SS   3400  0.0      8.678571     7.483580
8  Michael Conforto  NYM  OF   3600 12.0     12.470588    10.429032
9      Carlos Gomez  TEX  OF   3500  3.0      7.428571     8.478420
10     Nomar Mazara  TEX  OF   3300  2.0      7.785714     8.829065
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         27         0.0 0.00     7 0.229 0.146
5         26         0.0 0.00     6 0.335 0.104
6         29         0.0 0.00     6 0.351 0.330
7         28         0.0 0.00     4 0.360 0.209
8         17         0.0 0.00     1 0.457 0.324
9         28         0.0 0.00     5 0.324 0.196
10        28         0.0 0.00     3 0.305 0.159

[1] "Total fpts: 107.45 (38)"
      Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2    Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3  Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4     Chris Davis  BAL  1B   4200  3.00      6.740741     6.981253
5     DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6   Manny Machado  BAL  3B   4800 21.00      8.535714     8.034565
7      Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8     Mark Trumbo  BAL  OF   4600 10.00      6.142857     6.840588
9      Adam Jones  BAL  OF   4400  5.00      7.214286     6.379116
10     Seth Smith  BAL  OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         27           0 0.00     4 0.346 0.177
5         26           0 0.00     2 0.325 0.089
6         28           0 0.00     3 0.340 0.243
7         14           0 0.00     2 0.245 0.088
8         28           0 0.00     5 0.262 0.089
9         28           0 0.00     2 0.325 0.140
10        14           0 0.00     1 0.399 0.208

[1] "Total fpts: 107.45 (39)"
         Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600  2.65     12.916667    9.8915452
2  Jordan Montgomery  NYY   P   7000 16.80     14.737500    0.7824907
3       Brian McCann  HOU   C   3300  8.00      9.250000    6.7658197
4      Mark Reynolds  COL  1B   4600 18.00     10.400000    8.9768220
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077    6.1784987
6      Nolan Arenado  COL  3B   5200 21.00      8.892857    7.6174229
7       Trevor Story  COL  SS   4600  9.00      7.360000    6.2174486
8        Ian Desmond  COL  OF   5000  5.00     11.200000   12.9499035
9         Seth Smith  BAL  OF   3700  5.00      9.500000    8.4920778
10  Gorkys Hernandez   SF  OF   3000  9.00      5.285714    5.4268360
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.36    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3         20         0.0 0.00     5 0.375 0.195
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         14         0.0 0.00     1 0.399 0.208
10        14         0.0 0.00     8 0.225 0.043

[1] "Total fpts: 107.35 (40)"
      Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2   Patrick Corbin  ARI   P   5200 -7.00     16.650000    10.334989
3    Austin Barnes  LAD   C   3000  8.00      9.000000     8.074652
4       Joey Votto  CIN  1B   4800 14.00     10.785714     8.107414
5      Jose Peraza  CIN  2B   3900  4.00      7.280000     7.607672
6   Eugenio Suarez  CIN  3B   3700 23.00     10.240000     8.903557
7      Zack Cozart  CIN  SS   3600 18.00      8.750000     6.502508
8       AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9    Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10     Adam Duvall  CIN  OF   4300 23.00      9.576923     9.170270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          6         5.9 1.27    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         28         0.0 0.00     3 0.413 0.337
5         25         0.0 0.00     6 0.273 0.053
6         25         0.0 0.00     5 0.430 0.265
7         24         0.0 0.00     2 0.420 0.218
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        26         0.0 0.00     4 0.370 0.312

[1] "Total fpts: 106.6 (41)"
         Lineup (2) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
2           AJ Cole  WSH   P   5400 13.5           NaN           NA
3    Chris Iannetta  ARI   C   3500  3.0      5.454545     5.663279
4     Mark Reynolds  COL  1B   4600 18.0     10.400000     8.976822
5       DJ LeMahieu  COL  2B   4800 13.0      6.423077     6.178499
6     Nolan Arenado  COL  3B   5200 21.0      8.892857     7.617423
7      Trevor Story  COL  SS   4600  9.0      7.360000     6.217449
8        AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9       Ian Desmond  COL  OF   5000  5.0     11.200000    12.949903
10 Michael Conforto  NYM  OF   3600 12.0     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.13    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         25           0 0.00     5 0.414 0.305
5         26           0 0.00     2 0.325 0.089
6         28           0 0.00     3 0.384 0.287
7         25           0 0.00     6 0.285 0.227
8         27           0 0.00     1 0.360 0.171
9          5           0 0.00     4 0.365 0.261
10        17           0 0.00     1 0.457 0.324

[1] "Total fpts: 106.6 (42)"
         Lineup (87) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2            AJ Cole  WSH   P   5400 13.5           NaN           NA
3        JT Realmuto  MIA   C   3300 11.0      6.695652     6.996329
4        Justin Bour  MIA  1B   3000  0.0      6.760000     8.222327
5       Chris Taylor  LAD  2B   3200 10.0      8.000000     5.000000
6       Martin Prado  MIA  3B   3200  0.0      7.266667     4.787882
7        Trea Turner  WSH  SS   4900  0.0     12.312500    11.631674
8        Ian Desmond  COL  OF   5000  5.0     11.200000    12.949903
9  Giancarlo Stanton  MIA  OF   4300 17.0      8.730769     9.132613
10     Marcell Ozuna  MIA  OF   3400 19.0      9.629630     9.556102
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.315 0.163
5          7         0.0 0.00     1 0.471 0.250
6         15         0.0 0.00     2 0.334 0.129
7         16         0.0 0.00     1 0.370 0.203
8          5         0.0 0.00     4 0.365 0.261
9         26         0.0 0.00     4 0.343 0.241
10        27         0.0 0.00     3 0.401 0.262

[1] "Total fpts: 106.2 (43)"
         Lineup (45) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2       Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3     Kevin Plawecki  NYM     C   2500  6.0           NaN           NA
4          TJ Rivera  NYM 1B/3B   2800 11.0      8.400000     8.821690
5        Neil Walker  NYM    2B   3500  7.0      6.074074     6.262992
6         Jose Reyes  NYM    3B   3900 10.0      6.920000     7.199074
7      Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8         AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9      Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
10 Curtis Granderson  NYM    OF   3600  8.0      5.125000     6.661456
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          0         0.0 0.00     8 0.150 0.000
4         10         0.0 0.00     6 0.373 0.200
5         27         0.0 0.00     4 0.276 0.115
6         25         0.0 0.00     7 0.274 0.158
7         14         0.0 0.00     1 0.308 0.125
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        24         0.0 0.00     5 0.208 0.133

[1] "Total fpts: 106.2 (44)"
       Lineup (73) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3   Chris Iannetta  ARI   C   3500  3.0      5.454545     5.663279
4   Danny Valencia  SEA  1B   3300  9.0      5.545455     6.871108
5      Kolten Wong  STL  2B   2700  5.0      7.809524     6.446852
6      Kyle Seager  SEA  3B   3800  6.0      6.200000     4.924429
7    Taylor Motter  SEA  SS   3200 14.0      9.470588     8.938104
8    Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
9      Nelson Cruz  SEA  OF   4200 11.0     10.285714     7.792956
10       Ben Gamel  SEA  OF   2900 12.0      9.555556     8.232726
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         22         0.0 0.00     6 0.289 0.165
5         21         0.0 0.00     1 0.362 0.156
6         25         0.0 0.00     5 0.321 0.109
7         17         0.0 0.00     7 0.347 0.310
8         24         0.0 0.00     5 0.355 0.263
9         28         0.0 0.00     4 0.419 0.257
10         9         0.0 0.00     8 0.396 0.200

[1] "Total fpts: 106.15 (45)"
        Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  11400 21.35     17.700000   10.8714075
2  Jordan Montgomery  NYY   P   7000 16.80     14.737500    0.7824907
3       Caleb Joseph  BAL   C   2700  3.00      3.818182    6.0633024
4      Mark Reynolds  COL  1B   4600 18.00     10.400000    8.9768220
5       Chris Taylor  LAD  2B   3200 10.00      8.000000    5.0000000
6      Manny Machado  BAL  3B   4800 21.00      8.535714    8.0345649
7           JJ Hardy  BAL  SS   3300  3.00      4.000000    5.1380930
8      Yasmany Tomas  ARI  OF   4700  3.00      8.791667    8.8709549
9         Adam Jones  BAL  OF   4400  5.00      7.214286    6.3791161
10        Seth Smith  BAL  OF   3700  5.00      9.500000    8.4920778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         25         0.0 0.00     5 0.414 0.305
5          7         0.0 0.00     1 0.471 0.250
6         28         0.0 0.00     3 0.340 0.243
7         26         0.0 0.00     8 0.218 0.063
8         24         0.0 0.00     5 0.355 0.263
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 105.5 (46)"
        Lineup (94) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2       Dylan Covey  CWS   P   4500 -3.6      1.612500     8.525293
3  Martin Maldonado  LAA   C   2200  5.0      4.863636     5.054893
4     Mark Reynolds  COL  1B   4600 18.0     10.400000     8.976822
5       DJ LeMahieu  COL  2B   4800 13.0      6.423077     6.178499
6     Nolan Arenado  COL  3B   5200 21.0      8.892857     7.617423
7      Trevor Story  COL  SS   4600  9.0      7.360000     6.217449
8       Ian Desmond  COL  OF   5000  5.0     11.200000    12.949903
9     Ichiro Suzuki  MIA  OF   2500  0.0      5.500000     8.020806
10       Jim Adduci  DET  OF   2400  7.0      8.500000     8.315218
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          4         5.3 1.76    NA 0.000 0.000
3         22         0.0 0.00     9 0.314 0.085
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9          4         0.0 0.00     7 0.204 0.118
10         8         0.0 0.00     8 0.403 0.229

[1] "Total fpts: 105.45 (47)"
         Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2       Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3        JT Realmuto  MIA   C   3300 11.00      6.695652     6.996329
4        Justin Bour  MIA  1B   3000  0.00      6.760000     8.222327
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6       Martin Prado  MIA  3B   3200  0.00      7.266667     4.787882
7       Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9  Giancarlo Stanton  MIA  OF   4300 17.00      8.730769     9.132613
10     Marcell Ozuna  MIA  OF   3400 19.00      9.629630     9.556102
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.315 0.163
5         26         0.0 0.00     2 0.325 0.089
6         15         0.0 0.00     2 0.334 0.129
7         25         0.0 0.00     6 0.285 0.227
8         24         0.0 0.00     5 0.355 0.263
9         26         0.0 0.00     4 0.343 0.241
10        27         0.0 0.00     3 0.401 0.262

[1] "Total fpts: 105.25 (48)"
        Lineup (117) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.10     25.233333     9.934217
2  Jordan Zimmermann  DET   P   6300  9.15      8.010000     7.448859
3  Robinson Chirinos  TEX   C   2700  3.00     11.555556    11.490334
4      Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5       Rougned Odor  TEX  2B   3800  0.00      5.758621     6.191326
6      Manny Machado  BAL  3B   4800 21.00      8.535714     8.034565
7         Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8      Shin-Soo Choo  TEX  OF   3800  0.00      7.160000     8.158227
9       Nomar Mazara  TEX  OF   3300  2.00      7.785714     8.829065
10  Delino DeShields  TEX  OF   3100 13.00      7.428571     8.092868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         5.5 1.63    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         25         0.0 0.00     5 0.414 0.305
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.340 0.243
7         14         0.0 0.00     2 0.245 0.088
8         25         0.0 0.00     8 0.333 0.140
9         28         0.0 0.00     3 0.305 0.159
10        14         0.0 0.00     1 0.297 0.077

[1] "Total fpts: 105.2 (49)"
       Lineup (77) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN    P   7100 12.1     15.180000    18.059783
3   Chris Iannetta  ARI    C   3500  3.0      5.454545     5.663279
4       Alex Avila  DET 1B/C   3200  4.0     10.750000     8.975978
5      DJ LeMahieu  COL   2B   4800 13.0      6.423077     6.178499
6    Nolan Arenado  COL   3B   5200 21.0      8.892857     7.617423
7    Jose Iglesias  DET   SS   2500 10.0      7.823529     7.064305
8     Justin Upton  DET   OF   4000  4.0      9.666667     8.260347
9    Tyler Collins  DET   OF   2600  0.0      7.000000     7.648529
10      Jim Adduci  DET   OF   2400  7.0      8.500000     8.315218
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         12         0.0 0.00     6 0.501 0.304
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         17         0.0 0.00     9 0.279 0.171
8         21         0.0 0.00     5 0.392 0.238
9         17         0.0 0.00     7 0.327 0.117
10         8         0.0 0.00     8 0.403 0.229

[1] "Total fpts: 105 (50)"
      Lineup (130) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2       JC Ramirez  LAA   P   6800  8.9     19.300000    10.960307
3     Caleb Joseph  BAL   C   2700  3.0      3.818182     6.063302
4   Matt Carpenter  STL  1B   3800 21.0      8.272727     6.963728
5     Rougned Odor  TEX  2B   3800  0.0      5.758621     6.191326
6    Manny Machado  BAL  3B   4800 21.0      8.535714     8.034565
7         JJ Hardy  BAL  SS   3300  3.0      4.000000     5.138093
8       Adam Jones  BAL  OF   4400  5.0      7.214286     6.379116
9       Seth Smith  BAL  OF   3700  5.0      9.500000     8.492078
10      Matt Joyce  OAK  OF   2500  7.0      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          4         4.0 1.12    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         22         0.0 0.00     3 0.381 0.208
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.340 0.243
7         26         0.0 0.00     8 0.218 0.063
8         28         0.0 0.00     2 0.325 0.140
9         14         0.0 0.00     1 0.399 0.208
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 104.6 (51)"
        Lineup (53) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2           AJ Cole  WSH   P   5400 13.5           NaN           NA
3    Chris Iannetta  ARI   C   3500  3.0      5.454545     5.663279
4     Mark Reynolds  COL  1B   4600 18.0     10.400000     8.976822
5      Rougned Odor  TEX  2B   3800  0.0      5.758621     6.191326
6     Nolan Arenado  COL  3B   5200 21.0      8.892857     7.617423
7      Elvis Andrus  TEX  SS   3400  0.0      8.678571     7.483580
8      Carlos Gomez  TEX  OF   3500  3.0      7.428571     8.478420
9      Nomar Mazara  TEX  OF   3300  2.0      7.785714     8.829065
10 Delino DeShields  TEX  OF   3100 13.0      7.428571     8.092868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         25         0.0 0.00     5 0.414 0.305
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.384 0.287
7         28         0.0 0.00     4 0.360 0.209
8         28         0.0 0.00     5 0.324 0.196
9         28         0.0 0.00     3 0.305 0.159
10        14         0.0 0.00     1 0.297 0.077

[1] "Total fpts: 103.95 (52)"
       Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Julio Teheran  ATL   P   8600  2.65     12.916667     9.891545
2       Dylan Bundy  BAL   P   8400 13.30     19.008333     8.689558
3      Ryan Hanigan  COL   C   3000  8.00           NaN           NA
4     Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5      Chris Taylor  LAD  2B   3200 10.00      8.000000     5.000000
6     Manny Machado  BAL  3B   4800 21.00      8.535714     8.034565
7      Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8       Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9     Gerardo Parra  COL  OF   4200  5.00      7.300000     6.783106
10 Michael Conforto  NYM  OF   3600 12.00     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.36    NA 0.000 0.000
2          6         6.6 1.03    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         25         0.0 0.00     5 0.414 0.305
5          7         0.0 0.00     1 0.471 0.250
6         28         0.0 0.00     3 0.340 0.243
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 103.45 (53)"
       Lineup (56) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2     Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3       Manny Pina  MIL   C   2600  0.00      7.785714     6.470983
4    Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5     Chris Taylor  LAD  2B   3200 10.00      8.000000     5.000000
6    Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7     Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8      Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9    Gerardo Parra  COL  OF   4200  5.00      7.300000     6.783106
10      Tommy Pham  STL  OF   2100  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.161
4         25         0.0 0.00     5 0.414 0.305
5          7         0.0 0.00     1 0.471 0.250
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: 103.2 (54)"
      Lineup (122) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3    Tyler Flowers  ATL     C   2900  0.0      7.200000     5.115802
4  Freddie Freeman  ATL    1B   4700  0.0     12.961538    10.641356
5      Neil Walker  NYM    2B   3500  7.0      6.074074     6.262992
6    Adonis Garcia  ATL    3B   3300 18.0      5.720000     5.295596
7    Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8    Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
9        Matt Kemp  ATL    OF   4000  7.0     11.375000    12.349764
10   Nick Markakis  ATL    OF   3500  7.0      7.000000     4.698936
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         15         0.0 0.00     7 0.418 0.036
4         26         0.0 0.00     3 0.512 0.402
5         27         0.0 0.00     4 0.276 0.115
6         25         0.0 0.00     6 0.259 0.086
7         14         0.0 0.00     1 0.308 0.125
8         24         0.0 0.00     5 0.355 0.263
9         16         0.0 0.00     4 0.427 0.343
10        26         0.0 0.00     5 0.343 0.125

[1] "Total fpts: 102.85 (55)"
         Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2             AJ Cole  WSH     P   5400 13.50           NaN           NA
3  Francisco Cervelli  PIT     C   3100  8.00      6.263158     5.445101
4           Josh Bell  PIT    1B   3200 10.00      7.333333     7.334651
5       Josh Harrison  PIT 2B/3B   3600  8.00      8.041667     7.153468
6       Nolan Arenado  COL    3B   5200 21.00      8.892857     7.617423
7        Trevor Story  COL    SS   4600  9.00      7.360000     6.217449
8         Ian Desmond  COL    OF   5000  5.00     11.200000    12.949903
9    Andrew McCutchen  PIT    OF   4400  0.00      7.185185     6.415348
10    Gregory Polanco  PIT    OF   3900  7.00      6.545455     6.061017
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         19         0.0 0.00     5 0.306 0.183
4         24         0.0 0.00     2 0.360 0.214
5         24         0.0 0.00     1 0.374 0.202
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         27         0.0 0.00     3 0.316 0.189
10        22         0.0 0.00     4 0.294 0.089

[1] "Total fpts: 102.85 (56)"
       Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2           AJ Cole  WSH   P   5400 13.50           NaN           NA
3      Ryan Hanigan  COL   C   3000  8.00           NaN           NA
4       Chris Davis  BAL  1B   4200  3.00      6.740741     6.981253
5     Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6     Manny Machado  BAL  3B   4800 21.00      8.535714     8.034565
7  Asdrubal Cabrera  NYM  SS   3600  9.00      8.000000     7.644265
8       Mark Trumbo  BAL  OF   4600 10.00      6.142857     6.840588
9        Adam Jones  BAL  OF   4400  5.00      7.214286     6.379116
10       Seth Smith  BAL  OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         27         0.0 0.00     4 0.346 0.177
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     3 0.340 0.243
7         24         0.0 0.00     2 0.318 0.118
8         28         0.0 0.00     5 0.262 0.089
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 102.65 (57)"
    Lineup (134) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
2    Dylan Bundy  BAL     P   8400 13.30     19.008333     8.689558
3   Caleb Joseph  BAL     C   2700  3.00      3.818182     6.063302
4   Trey Mancini  BAL 1B/OF   3500 23.00      9.000000    11.542563
5    DJ LeMahieu  COL    2B   4800 13.00      6.423077     6.178499
6  Ryan Flaherty  BAL 3B/SS   2800  5.00      3.666667     4.725816
7       JJ Hardy  BAL    SS   3300  3.00      4.000000     5.138093
8     AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9    Ian Desmond  COL    OF   5000  5.00     11.200000    12.949903
10   Mark Trumbo  BAL    OF   4600 10.00      6.142857     6.840588
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          6         6.6 1.03    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         14         0.0 0.00     6 0.339 0.316
5         26         0.0 0.00     2 0.325 0.089
6          3         0.0 0.00     7 0.218 0.000
7         26         0.0 0.00     8 0.218 0.063
8         27         0.0 0.00     1 0.360 0.171
9          5         0.0 0.00     4 0.365 0.261
10        28         0.0 0.00     5 0.262 0.089

[1] "Total fpts: 102.6 (58)"
         Lineup (124) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2             AJ Cole  WSH     P   5400 13.5           NaN           NA
3  Francisco Cervelli  PIT     C   3100  8.0      6.263158     5.445101
4           John Jaso  PIT 1B/OF   3000  7.0      5.777778     6.220486
5       Brandon Drury  ARI    2B   4500  7.0      6.307692     5.931403
6      Eugenio Suarez  CIN    3B   3700 23.0     10.240000     8.903557
7        Jordy Mercer  PIT    SS   3100  3.0      5.760000     5.486954
8       Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
9    Andrew McCutchen  PIT    OF   4400  0.0      7.185185     6.415348
10    Gregory Polanco  PIT    OF   3900  7.0      6.545455     6.061017
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         19         0.0 0.00     5 0.306 0.183
4          9         0.0 0.00     6 0.231 0.109
5         26         0.0 0.00     6 0.335 0.104
6         25         0.0 0.00     5 0.430 0.265
7         25         0.0 0.00     7 0.302 0.098
8         24         0.0 0.00     5 0.355 0.263
9         27         0.0 0.00     3 0.316 0.189
10        22         0.0 0.00     4 0.294 0.089

[1] "Total fpts: 101.65 (59)"
        Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2        Dylan Bundy  BAL   P   8400 13.30     19.008333     8.689558
3        JT Realmuto  MIA   C   3300 11.00      6.695652     6.996329
4        Justin Bour  MIA  1B   3000  0.00      6.760000     8.222327
5      Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6       Martin Prado  MIA  3B   3200  0.00      7.266667     4.787882
7      Carlos Correa  HOU  SS   4700  7.00      7.360000     6.068223
8         AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9  Giancarlo Stanton  MIA  OF   4300 17.00      8.730769     9.132613
10     Marcell Ozuna  MIA  OF   3400 19.00      9.629630     9.556102
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          6         6.6 1.03    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.315 0.163
5         26         0.0 0.00     6 0.335 0.104
6         15         0.0 0.00     2 0.334 0.129
7         25         0.0 0.00     3 0.336 0.150
8         27         0.0 0.00     1 0.360 0.171
9         26         0.0 0.00     4 0.343 0.241
10        27         0.0 0.00     3 0.401 0.262

[1] "Total fpts: 101.45 (60)"
       Lineup (62) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.10     25.233333     9.934217
2      Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
3     Stephen Vogt  OAK     C   3200  0.00      4.052632     4.743108
4       Ryon Healy  OAK 1B/3B   3300 17.00      5.875000     7.134195
5     Adam Rosales  OAK 2B/SS   2400  7.00      5.500000     5.073149
6      Greg Garcia  STL 3B/SS   2400  3.00      6.875000     6.577831
7     Trevor Story  COL    SS   4600  9.00      7.360000     6.217449
8       AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9       Matt Joyce  OAK    OF   2500  7.00      5.666667     6.777413
10     Jaff Decker  OAK    OF   2100  0.00      3.750000     3.250874
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.14    NA 0.000 0.000
3         19         0.0 0.00     6 0.244 0.132
4         24         0.0 0.00     5 0.294 0.179
5         20         0.0 0.00     8 0.290 0.116
6          8         0.0 0.00     7 0.320 0.071
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9         21         0.0 0.00     7 0.260 0.124
10        12         0.0 0.00     9 0.300 0.068

[1] "Total fpts: 99.6 (61)"
       Lineup (98) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2          AJ Cole  WSH   P   5400 13.5           NaN           NA
3   Chris Iannetta  ARI   C   3500  3.0      5.454545     5.663279
4      Mike Napoli  TEX  1B   3500 19.0      5.370370     6.152849
5      DJ LeMahieu  COL  2B   4800 13.0      6.423077     6.178499
6       Joey Gallo  TEX  3B   3200 14.0      8.862069     8.663240
7     Elvis Andrus  TEX  SS   3400  0.0      8.678571     7.483580
8    Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
9    Shin-Soo Choo  TEX  OF   3800  0.0      7.160000     8.158227
10    Carlos Gomez  TEX  OF   3500  3.0      7.428571     8.478420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         27         0.0 0.00     7 0.229 0.146
5         26         0.0 0.00     2 0.325 0.089
6         29         0.0 0.00     6 0.351 0.330
7         28         0.0 0.00     4 0.360 0.209
8         24         0.0 0.00     5 0.355 0.263
9         25         0.0 0.00     8 0.333 0.140
10        28         0.0 0.00     5 0.324 0.196

[1] "Total fpts: 99.2 (62)"
      Lineup (121) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3     Omar Narvaez  CWS     C   2900  4.0      4.769231     5.002563
4       Jose Abreu  CWS    1B   4700 19.0      7.958333     8.306515
5   Yolmer Sanchez  CWS 2B/3B   2800  7.0      9.000000     6.928203
6      Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7       Nick Ahmed  ARI    SS   3200  8.0      5.000000     6.300183
8    Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
9    Melky Cabrera  CWS    OF   4500  2.0      5.954545     4.214231
10    Leury Garcia  CWS    OF   3100 10.0      6.047619     5.607818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         13         0.0 0.00     8 0.324 0.023
4         24         0.0 0.00     3 0.355 0.200
5          3         0.0 0.00     9 0.300 0.177
6          8         0.0 0.00     7 0.320 0.071
7         14         0.0 0.00     2 0.245 0.088
8         24         0.0 0.00     5 0.355 0.263
9         22         0.0 0.00     1 0.291 0.071
10        21         0.0 0.00     2 0.317 0.145

[1] "Total fpts: 99.1 (63)"
         Lineup (29) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   8400 13.3     19.008333    8.6895579
2  Jordan Montgomery  NYY   P   7000 16.8     14.737500    0.7824907
3     Chris Iannetta  ARI   C   3500  3.0      5.454545    5.6632788
4      Mark Reynolds  COL  1B   4600 18.0     10.400000    8.9768220
5        Kolten Wong  STL  2B   2700  5.0      7.809524    6.4468523
6      Nolan Arenado  COL  3B   5200 21.0      8.892857    7.6174229
7       Trevor Story  COL  SS   4600  9.0      7.360000    6.2174486
8        Ian Desmond  COL  OF   5000  5.0     11.200000   12.9499035
9      Yasmany Tomas  ARI  OF   4700  3.0      8.791667    8.8709549
10     Gerardo Parra  COL  OF   4200  5.0      7.300000    6.7831059
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         25         0.0 0.00     5 0.414 0.305
5         21         0.0 0.00     1 0.362 0.156
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         24         0.0 0.00     5 0.355 0.263
10        20         0.0 0.00     7 0.325 0.128

[1] "Total fpts: 98.9 (64)"
        Lineup (104) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.1     25.233333    9.9342170
2  Jordan Montgomery  NYY   P   7000 16.8     14.737500    0.7824907
3      Austin Barnes  LAD   C   3000  8.0      9.000000    8.0746517
4     Matt Carpenter  STL  1B   3800 21.0      8.272727    6.9637279
5       Rougned Odor  TEX  2B   3800  0.0      5.758621    6.1913256
6         Joey Gallo  TEX  3B   3200 14.0      8.862069    8.6632398
7       Elvis Andrus  TEX  SS   3400  0.0      8.678571    7.4835799
8      Yasmany Tomas  ARI  OF   4700  3.0      8.791667    8.8709549
9       Carlos Gomez  TEX  OF   3500  3.0      7.428571    8.4784195
10      Nomar Mazara  TEX  OF   3300  2.0      7.785714    8.8290646
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         22         0.0 0.00     3 0.381 0.208
5         29         0.0 0.00     2 0.277 0.203
6         29         0.0 0.00     6 0.351 0.330
7         28         0.0 0.00     4 0.360 0.209
8         24         0.0 0.00     5 0.355 0.263
9         28         0.0 0.00     5 0.324 0.196
10        28         0.0 0.00     3 0.305 0.159

[1] "Total fpts: 98.85 (65)"
     Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     JC Ramirez  LAA   P   6800  8.90     19.300000    10.960307
2     Matt Garza  MIL   P   6400 16.95           NaN           NA
3  Austin Barnes  LAD   C   3000  8.00      9.000000     8.074652
4  Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5  Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6  Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7   Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8     AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9    Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
10 Gerardo Parra  COL  OF   4200  5.00      7.300000     6.783106
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         4.0 1.12    NA 0.000 0.000
2          0         5.3 1.22    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9          5         0.0 0.00     4 0.365 0.261
10        20         0.0 0.00     7 0.325 0.128

[1] "Total fpts: 98.6 (66)"
         Lineup (54) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2            AJ Cole  WSH   P   5400 13.5           NaN           NA
3     Chris Iannetta  ARI   C   3500  3.0      5.454545     5.663279
4     Danny Valencia  SEA  1B   3300  9.0      5.545455     6.871108
5      Robinson Cano  SEA  2B   4300  5.0      8.862069     7.735466
6        Kyle Seager  SEA  3B   3800  6.0      6.200000     4.924429
7         Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8         AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9        Nelson Cruz  SEA  OF   4200 11.0     10.285714     7.792956
10 Guillermo Heredia  SEA  OF   2700 12.0      7.000000     6.946222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         22         0.0 0.00     6 0.289 0.165
5         29         0.0 0.00     3 0.355 0.210
6         25         0.0 0.00     5 0.321 0.109
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         28         0.0 0.00     4 0.419 0.257
10        17         0.0 0.00     2 0.359 0.139

[1] "Total fpts: 98.45 (67)"
        Lineup (61) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3      Caleb Joseph  BAL   C   2700  3.00      3.818182     6.063302
4       Chris Davis  BAL  1B   4200  3.00      6.740741     6.981253
5       Neil Walker  NYM  2B   3500  7.00      6.074074     6.262992
6     Manny Machado  BAL  3B   4800 21.00      8.535714     8.034565
7      Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8        Adam Jones  BAL  OF   4400  5.00      7.214286     6.379116
9        Seth Smith  BAL  OF   3700  5.00      9.500000     8.492078
10 Michael Conforto  NYM  OF   3600 12.00     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         27         0.0 0.00     4 0.346 0.177
5         27         0.0 0.00     4 0.276 0.115
6         28         0.0 0.00     3 0.340 0.243
7         25         0.0 0.00     6 0.285 0.227
8         28         0.0 0.00     2 0.325 0.140
9         14         0.0 0.00     1 0.399 0.208
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 98.45 (68)"
          Lineup (82) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
2        Amir Garrett  CIN     P   7100 12.10     15.180000    18.059783
3  Francisco Cervelli  PIT     C   3100  8.00      6.263158     5.445101
4           John Jaso  PIT 1B/OF   3000  7.00      5.777778     6.220486
5         DJ LeMahieu  COL    2B   4800 13.00      6.423077     6.178499
6       Nolan Arenado  COL    3B   5200 21.00      8.892857     7.617423
7        Jordy Mercer  PIT    SS   3100  3.00      5.760000     5.486954
8          AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9    Andrew McCutchen  PIT    OF   4400  0.00      7.185185     6.415348
10    Gregory Polanco  PIT    OF   3900  7.00      6.545455     6.061017
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         19           0 0.00     5 0.306 0.183
4          9           0 0.00     6 0.231 0.109
5         26           0 0.00     2 0.325 0.089
6         28           0 0.00     3 0.384 0.287
7         25           0 0.00     7 0.302 0.098
8         27           0 0.00     1 0.360 0.171
9         27           0 0.00     3 0.316 0.189
10        22           0 0.00     4 0.294 0.089

[1] "Total fpts: 98.45 (69)"
       Lineup (133) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3     Austin Barnes  LAD   C   3000  8.00      9.000000     8.074652
4    Danny Valencia  SEA  1B   3300  9.00      5.545455     6.871108
5     Robinson Cano  SEA  2B   4300  5.00      8.862069     7.735466
6       Kyle Seager  SEA  3B   3800  6.00      6.200000     4.924429
7     Taylor Motter  SEA  SS   3200 14.00      9.470588     8.938104
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9       Nelson Cruz  SEA  OF   4200 11.00     10.285714     7.792956
10 Michael Conforto  NYM  OF   3600 12.00     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         22         0.0 0.00     6 0.289 0.165
5         29         0.0 0.00     3 0.355 0.210
6         25         0.0 0.00     5 0.321 0.109
7         17         0.0 0.00     7 0.347 0.310
8         27         0.0 0.00     1 0.360 0.171
9         28         0.0 0.00     4 0.419 0.257
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 98.2 (70)"
         Lineup (93) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2       Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3   Martin Maldonado  LAA     C   2200  5.0      4.863636     5.054893
4      Luis Valbuena  LAA 1B/3B   3200 10.0           NaN           NA
5   Cliff Pennington  LAA 2B/SS   2000  0.0      4.500000     5.196152
6      Nolan Arenado  COL    3B   5200 21.0      8.892857     7.617423
7  Andrelton Simmons  LAA    SS   2900  5.0      6.000000     5.697503
8         AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9   Michael Conforto  NYM    OF   3600 12.0     12.470588    10.429032
10    Cameron Maybin  LAA    OF   3400  2.0      7.150000     5.382965
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         22         0.0 0.00     9 0.314 0.085
4          0         0.0 0.00     5 0.129 0.000
5          4         0.0 0.00     8 0.295 0.000
6         28         0.0 0.00     3 0.384 0.287
7         27         0.0 0.00     6 0.314 0.100
8         27         0.0 0.00     1 0.360 0.171
9         17         0.0 0.00     1 0.457 0.324
10        20         0.0 0.00     7 0.296 0.076

[1] "Total fpts: 98.15 (71)"
         Lineup (147) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Gerrit Cole  PIT     P   9600 27.35     16.220000   11.5413712
2   Jordan Montgomery  NYY     P   7000 16.80     14.737500    0.7824907
3  Francisco Cervelli  PIT     C   3100  8.00      6.263158    5.4451008
4           Josh Bell  PIT    1B   3200 10.00      7.333333    7.3346507
5       Josh Harrison  PIT 2B/3B   3600  8.00      8.041667    7.1534678
6       Manny Machado  BAL    3B   4800 21.00      8.535714    8.0345649
7         Trea Turner  WSH    SS   4900  0.00     12.312500   11.6316737
8          AJ Pollock  ARI    OF   5300  0.00     10.481481    8.0305684
9    Andrew McCutchen  PIT    OF   4400  0.00      7.185185    6.4153484
10    Gregory Polanco  PIT    OF   3900  7.00      6.545455    6.0610173
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3         19         0.0 0.00     5 0.306 0.183
4         24         0.0 0.00     2 0.360 0.214
5         24         0.0 0.00     1 0.374 0.202
6         28         0.0 0.00     3 0.340 0.243
7         16         0.0 0.00     1 0.370 0.203
8         27         0.0 0.00     1 0.360 0.171
9         27         0.0 0.00     3 0.316 0.189
10        22         0.0 0.00     4 0.294 0.089

[1] "Total fpts: 97.85 (72)"
       Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2          AJ Cole  WSH   P   5400 13.50           NaN           NA
3     Ryan Hanigan  COL   C   3000  8.00           NaN           NA
4    Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5      Kolten Wong  STL  2B   2700  5.00      7.809524     6.446852
6    Justin Turner  LAD  3B   3800 13.00      8.200000     5.074446
7     Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8       AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9      Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
10   Gerardo Parra  COL  OF   4200  5.00      7.300000     6.783106
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         25         0.0 0.00     5 0.414 0.305
5         21         0.0 0.00     1 0.362 0.156
6         25         0.0 0.00     3 0.423 0.136
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9          5         0.0 0.00     4 0.365 0.261
10        20         0.0 0.00     7 0.325 0.128

[1] "Total fpts: 97.6 (73)"
       Lineup (33) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2          AJ Cole  WSH   P   5400 13.5           NaN           NA
3     Caleb Joseph  BAL   C   2700  3.0      3.818182     6.063302
4      Chris Davis  BAL  1B   4200  3.0      6.740741     6.981253
5      Kolten Wong  STL  2B   2700  5.0      7.809524     6.446852
6    Manny Machado  BAL  3B   4800 21.0      8.535714     8.034565
7       Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8    Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
9       Adam Jones  BAL  OF   4400  5.0      7.214286     6.379116
10      Seth Smith  BAL  OF   3700  5.0      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         27         0.0 0.00     4 0.346 0.177
5         21         0.0 0.00     1 0.362 0.156
6         28         0.0 0.00     3 0.340 0.243
7         14         0.0 0.00     2 0.245 0.088
8         24         0.0 0.00     5 0.355 0.263
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 97.45 (74)"
     Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
2   Amir Garrett  CIN     P   7100 12.10     15.180000    18.059783
3   Ryan Hanigan  COL     C   3000  8.00           NaN           NA
4  Mark Reynolds  COL    1B   4600 18.00     10.400000     8.976822
5  Brandon Drury  ARI    2B   4500  7.00      6.307692     5.931403
6    Greg Garcia  STL 3B/SS   2400  3.00      6.875000     6.577831
7   Trevor Story  COL    SS   4600  9.00      7.360000     6.217449
8    Ian Desmond  COL    OF   5000  5.00     11.200000    12.949903
9  Yasmany Tomas  ARI    OF   4700  3.00      8.791667     8.870955
10 Gerardo Parra  COL    OF   4200  5.00      7.300000     6.783106
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3          0           0 0.00     8 0.750 0.600
4         25           0 0.00     5 0.414 0.305
5         26           0 0.00     6 0.335 0.104
6          8           0 0.00     7 0.320 0.071
7         25           0 0.00     6 0.285 0.227
8          5           0 0.00     4 0.365 0.261
9         24           0 0.00     5 0.355 0.263
10        20           0 0.00     7 0.325 0.128

[1] "Total fpts: 96.85 (75)"
      Lineup (119) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2          AJ Cole  WSH   P   5400 13.50           NaN           NA
3     Brian McCann  HOU   C   3300  8.00      9.250000     6.765820
4     Yuli Gurriel  HOU  1B   3200  3.00      7.705882     7.464622
5      DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6    Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7    Carlos Correa  HOU  SS   4700  7.00      7.360000     6.068223
8    Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9   Carlos Beltran  HOU  OF   3700  7.00      5.956522     5.676733
10    Josh Reddick  HOU  OF   3400  0.00      7.782609     8.278980
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         20         0.0 0.00     5 0.375 0.195
4         17         0.0 0.00     6 0.346 0.138
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     3 0.336 0.150
8         24         0.0 0.00     5 0.355 0.263
9         23         0.0 0.00     4 0.284 0.112
10        23         0.0 0.00     2 0.336 0.163

[1] "Total fpts: 95.85 (76)"
        Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Mike Leake  STL   P   8200 14.75     21.440000     6.839536
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3      Gary Sanchez  NYY   C   4600 14.00      4.333333     8.262364
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5    Starlin Castro  NYY  2B   3400 30.00      9.074074     6.366535
6     Chase Headley  NYY  3B   3500  9.00      9.000000     6.096447
7    Didi Gregorius  NYY  SS   3400 10.00      7.333333     5.785038
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9     Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10      Aaron Judge  NYY  OF   4500  0.00     13.680000    11.678756
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         30         0.0 0.00     3 0.459 0.264
5         27         0.0 0.00     3 0.411 0.174
6         25         0.0 0.00     7 0.385 0.177
7          6         0.0 0.00     6 0.328 0.071
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        25         0.0 0.00     4 0.507 0.478

[1] "Total fpts: 95.45 (77)"
         Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2       Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3     Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4   Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5      Robinson Cano  SEA  2B   4300  5.00      8.862069     7.735466
6        Kyle Seager  SEA  3B   3800  6.00      6.200000     4.924429
7        Jean Segura  SEA  SS   4300 13.00     11.470588     8.632190
8      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9        Nelson Cruz  SEA  OF   4200 11.00     10.285714     7.792956
10 Guillermo Heredia  SEA  OF   2700 12.00      7.000000     6.946222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         30           0 0.00     3 0.459 0.264
5         29           0 0.00     3 0.355 0.210
6         25           0 0.00     5 0.321 0.109
7         17           0 0.00     1 0.387 0.167
8         24           0 0.00     5 0.355 0.263
9         28           0 0.00     4 0.419 0.257
10        17           0 0.00     2 0.359 0.139

[1] "Total fpts: 94.6 (78)"
         Lineup (60) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2            AJ Cole  WSH     P   5400 13.5           NaN           NA
3        JT Realmuto  MIA     C   3300 11.0      6.695652     6.996329
4        Justin Bour  MIA    1B   3000  0.0      6.760000     8.222327
5      Brandon Drury  ARI    2B   4500  7.0      6.307692     5.931403
6       Miguel Rojas  MIA 3B/SS   2700  6.0      8.000000     7.189736
7       Trevor Story  COL    SS   4600  9.0      7.360000     6.217449
8         AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9  Giancarlo Stanton  MIA    OF   4300 17.0      8.730769     9.132613
10     Ichiro Suzuki  MIA    OF   2500  0.0      5.500000     8.020806
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.315 0.163
5         26         0.0 0.00     6 0.335 0.104
6         14         0.0 0.00     8 0.361 0.067
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9         26         0.0 0.00     4 0.343 0.241
10         4         0.0 0.00     7 0.204 0.118

[1] "Total fpts: 94.45 (79)"
        Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2       Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3  Robinson Chirinos  TEX   C   2700  3.00     11.555556    11.490334
4        Mike Napoli  TEX  1B   3500 19.00      5.370370     6.152849
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6         Joey Gallo  TEX  3B   3200 14.00      8.862069     8.663240
7       Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8         AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9      Shin-Soo Choo  TEX  OF   3800  0.00      7.160000     8.158227
10      Carlos Gomez  TEX  OF   3500  3.00      7.428571     8.478420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         27         0.0 0.00     7 0.229 0.146
5         26         0.0 0.00     2 0.325 0.089
6         29         0.0 0.00     6 0.351 0.330
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9         25         0.0 0.00     8 0.333 0.140
10        28         0.0 0.00     5 0.324 0.196

[1] "Total fpts: 94.2 (80)"
       Lineup (114) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2      Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3      Cameron Rupp  PHI   C   3200 19.0      6.222222     5.966135
4      Tommy Joseph  PHI  1B   3700  6.0      5.800000     5.952443
5       Kolten Wong  STL  2B   2700  5.0      7.809524     6.446852
6     Maikel Franco  PHI  3B   4100  2.0      8.480000     8.088675
7     Freddy Galvis  PHI  SS   3400 12.0      6.960000     5.947549
8        AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9  Michael Saunders  PHI  OF   3600  0.0      7.100000     6.664122
10       Matt Joyce  OAK  OF   2500  7.0      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         18         0.0 0.00     8 0.336 0.188
4         20         0.0 0.00     5 0.269 0.134
5         21         0.0 0.00     1 0.362 0.156
6         25         0.0 0.00     4 0.304 0.165
7         25         0.0 0.00     7 0.308 0.196
8         27         0.0 0.00     1 0.360 0.171
9         20         0.0 0.00     6 0.301 0.137
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 94.1 (81)"
       Lineup (95) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2   Patrick Corbin  ARI     P   5200 -7.0     16.650000    10.334989
3    Austin Barnes  LAD     C   3000  8.0      9.000000     8.074652
4      Chris Davis  BAL    1B   4200  3.0      6.740741     6.981253
5     Rougned Odor  TEX    2B   3800  0.0      5.758621     6.191326
6    Manny Machado  BAL    3B   4800 21.0      8.535714     8.034565
7    Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8      Mark Trumbo  BAL    OF   4600 10.0      6.142857     6.840588
9       Adam Jones  BAL    OF   4400  5.0      7.214286     6.379116
10      Seth Smith  BAL    OF   3700  5.0      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          6         5.9 1.27    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         27         0.0 0.00     4 0.346 0.177
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.340 0.243
7         14         0.0 0.00     1 0.308 0.125
8         28         0.0 0.00     5 0.262 0.089
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 93.55 (82)"
        Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL   P   8200 14.75      21.44000    6.8395358
2  Jordan Montgomery  NYY   P   7000 16.80      14.73750    0.7824907
3       Ryan Hanigan  COL   C   3000  8.00           NaN           NA
4      Mark Reynolds  COL  1B   4600 18.00      10.40000    8.9768220
5         Dee Gordon  MIA  2B   3900 12.00       8.62500    6.4861893
6          Jake Lamb  ARI  3B   5100  0.00      10.07143    7.2261284
7       Trevor Story  COL  SS   4600  9.00       7.36000    6.2174486
8        Ian Desmond  COL  OF   5000  5.00      11.20000   12.9499035
9      Gerardo Parra  COL  OF   4200  5.00       7.30000    6.7831059
10        Seth Smith  BAL  OF   3700  5.00       9.50000    8.4920778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         25         0.0 0.00     5 0.414 0.305
5         24         0.0 0.00     1 0.306 0.070
6         28         0.0 0.00     4 0.376 0.252
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 93.4 (83)"
    Lineup (125) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Julio Teheran  ATL   P   8600  2.65     12.916667     9.891545
2     Mike Leake  STL   P   8200 14.75     21.440000     6.839536
3    JT Realmuto  MIA   C   3300 11.00      6.695652     6.996329
4  Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5   Rougned Odor  TEX  2B   3800  0.00      5.758621     6.191326
6  Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7   Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8    Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9  Gerardo Parra  COL  OF   4200  5.00      7.300000     6.783106
10    Matt Joyce  OAK  OF   2500  7.00      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.36    NA 0.000 0.000
2          5         6.7 0.99    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.414 0.305
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 92.7 (84)"
        Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2        Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
3        JT Realmuto  MIA     C   3300 11.00      6.695652     6.996329
4        Justin Bour  MIA    1B   3000  0.00      6.760000     8.222327
5        Neil Walker  NYM    2B   3500  7.00      6.074074     6.262992
6       Miguel Rojas  MIA 3B/SS   2700  6.00      8.000000     7.189736
7        Trea Turner  WSH    SS   4900  0.00     12.312500    11.631674
8      Yasmany Tomas  ARI    OF   4700  3.00      8.791667     8.870955
9  Giancarlo Stanton  MIA    OF   4300 17.00      8.730769     9.132613
10     Ichiro Suzuki  MIA    OF   2500  0.00      5.500000     8.020806
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.14    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         25         0.0 0.00     5 0.315 0.163
5         27         0.0 0.00     4 0.276 0.115
6         14         0.0 0.00     8 0.361 0.067
7         16         0.0 0.00     1 0.370 0.203
8         24         0.0 0.00     5 0.355 0.263
9         26         0.0 0.00     4 0.343 0.241
10         4         0.0 0.00     7 0.204 0.118

[1] "Total fpts: 92 (85)"
     Lineup (81) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
2  Julio Teheran  ATL     P   8600  2.65     12.916667     9.891545
3   Caleb Joseph  BAL     C   2700  3.00      3.818182     6.063302
4    Chris Davis  BAL    1B   4200  3.00      6.740741     6.981253
5  Brandon Drury  ARI    2B   4500  7.00      6.307692     5.931403
6  Manny Machado  BAL    3B   4800 21.00      8.535714     8.034565
7  Andrew Romine  DET OF/SS   2100 18.00      7.142857     7.188208
8     AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9     Adam Jones  BAL    OF   4400  5.00      7.214286     6.379116
10    Seth Smith  BAL    OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          6         5.9 1.36    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         27         0.0 0.00     4 0.346 0.177
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     3 0.340 0.243
7         14         0.0 0.00     1 0.308 0.125
8         27         0.0 0.00     1 0.360 0.171
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 91.6 (86)"
      Lineup (148) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2          AJ Cole  WSH   P   5400 13.5           NaN           NA
3     Gary Sanchez  NYY   C   4600 14.0      4.333333     8.262364
4     Chris Carter  NYY  1B   3600  2.0      5.272727     4.314879
5      Kolten Wong  STL  2B   2700  5.0      7.809524     6.446852
6    Chase Headley  NYY  3B   3500  9.0      9.000000     6.096447
7   Didi Gregorius  NYY  SS   3400 10.0      7.333333     5.785038
8       AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9      Aaron Judge  NYY  OF   4500  0.0     13.680000    11.678756
10      Matt Joyce  OAK  OF   2500  7.0      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         11         0.0 0.00     8 0.280 0.125
5         21         0.0 0.00     1 0.362 0.156
6         25         0.0 0.00     7 0.385 0.177
7          6         0.0 0.00     6 0.328 0.071
8         27         0.0 0.00     1 0.360 0.171
9         25         0.0 0.00     4 0.507 0.478
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 90.2 (87)"
       Lineup (31) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3     Caleb Joseph  BAL     C   2700  3.0      3.818182     6.063302
4     Trey Mancini  BAL 1B/OF   3500 23.0      9.000000    11.542563
5      Kolten Wong  STL    2B   2700  5.0      7.809524     6.446852
6    Ryan Flaherty  BAL 3B/SS   2800  5.0      3.666667     4.725816
7         JJ Hardy  BAL    SS   3300  3.0      4.000000     5.138093
8       AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9    Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
10      Seth Smith  BAL    OF   3700  5.0      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         14         0.0 0.00     6 0.339 0.316
5         21         0.0 0.00     1 0.362 0.156
6          3         0.0 0.00     7 0.218 0.000
7         26         0.0 0.00     8 0.218 0.063
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 90.2 (88)"
          Lineup (55) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2        Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3  Francisco Cervelli  PIT     C   3100  8.0      6.263158     5.445101
4           Josh Bell  PIT    1B   3200 10.0      7.333333     7.334651
5       Josh Harrison  PIT 2B/3B   3600  8.0      8.041667     7.153468
6         Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7          Nick Ahmed  ARI    SS   3200  8.0      5.000000     6.300183
8       Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
9    Andrew McCutchen  PIT    OF   4400  0.0      7.185185     6.415348
10    Gregory Polanco  PIT    OF   3900  7.0      6.545455     6.061017
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         19         0.0 0.00     5 0.306 0.183
4         24         0.0 0.00     2 0.360 0.214
5         24         0.0 0.00     1 0.374 0.202
6          8         0.0 0.00     7 0.320 0.071
7         14         0.0 0.00     2 0.245 0.088
8         24         0.0 0.00     5 0.355 0.263
9         27         0.0 0.00     3 0.316 0.189
10        22         0.0 0.00     4 0.294 0.089

[1] "Total fpts: 89.7 (89)"
        Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2        Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
3  Robinson Chirinos  TEX     C   2700  3.00     11.555556    11.490334
4      Mark Reynolds  COL    1B   4600 18.00     10.400000     8.976822
5       Rougned Odor  TEX    2B   3800  0.00      5.758621     6.191326
6      Ryan Flaherty  BAL 3B/SS   2800  5.00      3.666667     4.725816
7       Elvis Andrus  TEX    SS   3400  0.00      8.678571     7.483580
8         AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9       Nomar Mazara  TEX    OF   3300  2.00      7.785714     8.829065
10  Delino DeShields  TEX    OF   3100 13.00      7.428571     8.092868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.14    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         25         0.0 0.00     5 0.414 0.305
5         29         0.0 0.00     2 0.277 0.203
6          3         0.0 0.00     7 0.218 0.000
7         28         0.0 0.00     4 0.360 0.209
8         27         0.0 0.00     1 0.360 0.171
9         28         0.0 0.00     3 0.305 0.159
10        14         0.0 0.00     1 0.297 0.077

[1] "Total fpts: 89.65 (90)"
      Lineup (139) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2      Dylan Bundy  BAL     P   8400 13.30     19.008333     8.689558
3     Stephen Vogt  OAK     C   3200  0.00      4.052632     4.743108
4       Ryon Healy  OAK 1B/3B   3300 17.00      5.875000     7.134195
5     Adam Rosales  OAK 2B/SS   2400  7.00      5.500000     5.073149
6    Nolan Arenado  COL    3B   5200 21.00      8.892857     7.617423
7      Trea Turner  WSH    SS   4900  0.00     12.312500    11.631674
8    Yasmany Tomas  ARI    OF   4700  3.00      8.791667     8.870955
9       Matt Joyce  OAK    OF   2500  7.00      5.666667     6.777413
10     Jaff Decker  OAK    OF   2100  0.00      3.750000     3.250874
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          6         6.6 1.03    NA 0.000 0.000
3         19         0.0 0.00     6 0.244 0.132
4         24         0.0 0.00     5 0.294 0.179
5         20         0.0 0.00     8 0.290 0.116
6         28         0.0 0.00     3 0.384 0.287
7         16         0.0 0.00     1 0.370 0.203
8         24         0.0 0.00     5 0.355 0.263
9         21         0.0 0.00     7 0.260 0.124
10        12         0.0 0.00     9 0.300 0.068

[1] "Total fpts: 89.45 (91)"
        Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
2      Amir Garrett  CIN     P   7100 12.10     15.180000    18.059783
3      Omar Narvaez  CWS     C   2900  4.00      4.769231     5.002563
4  Paul Goldschmidt  ARI    1B   5300  3.00     12.133333     8.850222
5    Yolmer Sanchez  CWS 2B/3B   2800  7.00      9.000000     6.928203
6     Nolan Arenado  COL    3B   5200 21.00      8.892857     7.617423
7      Tim Anderson  CWS    SS   4100  3.00      6.000000     6.592006
8        AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9     Melky Cabrera  CWS    OF   4500  2.00      5.954545     4.214231
10     Leury Garcia  CWS    OF   3100 10.00      6.047619     5.607818
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         13           0 0.00     8 0.324 0.023
4         30           0 0.00     3 0.459 0.264
5          3           0 0.00     9 0.300 0.177
6         28           0 0.00     3 0.384 0.287
7         23           0 0.00     7 0.240 0.081
8         27           0 0.00     1 0.360 0.171
9         22           0 0.00     1 0.291 0.071
10        21           0 0.00     2 0.317 0.145

[1] "Total fpts: 89.3 (92)"
          Lineup (89) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Mike Leake  STL   P   8200  14.75     21.440000     6.839536
2            Ty Blach   SF   P   5800 -16.45           NaN           NA
3        Gary Sanchez  NYY   C   4600  14.00      4.333333     8.262364
4       Mark Reynolds  COL  1B   4600  18.00     10.400000     8.976822
5         DJ LeMahieu  COL  2B   4800  13.00      6.423077     6.178499
6       Nolan Arenado  COL  3B   5200  21.00      8.892857     7.617423
7        Trevor Story  COL  SS   4600   9.00      7.360000     6.217449
8         Ian Desmond  COL  OF   5000   5.00     11.200000    12.949903
9         Yasiel Puig  LAD  OF   3800   5.00      6.481481     7.821914
10 Franklin Gutierrez  LAD  OF   3400   6.00      7.500000     7.325754
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          0         2.0 0.91    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         27         0.0 0.00     7 0.320 0.168
10         4         0.0 0.00     4 0.413 0.278

[1] "Total fpts: 89.2 (93)"
        Lineup (12) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2      Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3        Eric Fryer  STL     C   2200  0.0      2.250000     3.304038
4  Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5     Brandon Drury  ARI    2B   4500  7.0      6.307692     5.931403
6       Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7      Aledmys Diaz  STL    SS   3600 13.0      7.681818     9.949331
8        AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9    Randal Grichuk  STL    OF   3300 18.0      6.125000     5.863020
10       Tommy Pham  STL    OF   2100  2.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          4         0.0 0.00     8 0.276 0.091
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6          8         0.0 0.00     7 0.320 0.071
7         22         0.0 0.00     5 0.315 0.191
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     4 0.286 0.134
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: 89.2 (94)"
        Lineup (15) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2      Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3      Stephen Vogt  OAK     C   3200  0.0      4.052632     4.743108
4  Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5      Adam Rosales  OAK 2B/SS   2400  7.0      5.500000     5.073149
6     Nolan Arenado  COL    3B   5200 21.0      8.892857     7.617423
7        Nick Ahmed  ARI    SS   3200  8.0      5.000000     6.300183
8       Rajai Davis  OAK    OF   3600  0.0      7.600000     6.219784
9        Matt Joyce  OAK    OF   2500  7.0      5.666667     6.777413
10      Jaff Decker  OAK    OF   2100  0.0      3.750000     3.250874
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         19         0.0 0.00     6 0.244 0.132
4         30         0.0 0.00     3 0.459 0.264
5         20         0.0 0.00     8 0.290 0.116
6         28         0.0 0.00     3 0.384 0.287
7         14         0.0 0.00     2 0.245 0.088
8         15         0.0 0.00     1 0.276 0.125
9         21         0.0 0.00     7 0.260 0.124
10        12         0.0 0.00     9 0.300 0.068

[1] "Total fpts: 88.15 (95)"
          Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Gerrit Cole  PIT   P   9600 27.35     16.220000   11.5413712
2  Jordan Montgomery  NYY   P   7000 16.80     14.737500    0.7824907
3       Ryan Hanigan  COL   C   3000  8.00           NaN           NA
4   Paul Goldschmidt  ARI  1B   5300  3.00     12.133333    8.8502224
5       Chris Taylor  LAD  2B   3200 10.00      8.000000    5.0000000
6          Jake Lamb  ARI  3B   5100  0.00     10.071429    7.2261284
7         Nick Ahmed  ARI  SS   3200  8.00      5.000000    6.3001831
8         AJ Pollock  ARI  OF   5300  0.00     10.481481    8.0305684
9      Yasmany Tomas  ARI  OF   4700  3.00      8.791667    8.8709549
10  Michael Conforto  NYM  OF   3600 12.00     12.470588   10.4290319
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         30         0.0 0.00     3 0.459 0.264
5          7         0.0 0.00     1 0.471 0.250
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 88.15 (96)"
         Lineup (14) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  11400 21.35     17.700000   10.8714075
2  Jordan Montgomery  NYY   P   7000 16.80     14.737500    0.7824907
3      Austin Barnes  LAD   C   3000  8.00      9.000000    8.0746517
4   Paul Goldschmidt  ARI  1B   5300  3.00     12.133333    8.8502224
5      Brandon Drury  ARI  2B   4500  7.00      6.307692    5.9314027
6          Jake Lamb  ARI  3B   5100  0.00     10.071429    7.2261284
7         Nick Ahmed  ARI  SS   3200  8.00      5.000000    6.3001831
8      Yasmany Tomas  ARI  OF   4700  3.00      8.791667    8.8709549
9   Gorkys Hernandez   SF  OF   3000  9.00      5.285714    5.4268360
10 Guillermo Heredia  SEA  OF   2700 12.00      7.000000    6.9462220
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         24         0.0 0.00     5 0.355 0.263
9         14         0.0 0.00     8 0.225 0.043
10        17         0.0 0.00     2 0.359 0.139

[1] "Total fpts: 87.6 (97)"
        Lineup (42) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2           AJ Cole  WSH     P   5400 13.5           NaN           NA
3      Caleb Joseph  BAL     C   2700  3.0      3.818182     6.063302
4  Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5     Brandon Drury  ARI    2B   4500  7.0      6.307692     5.931403
6     Ryan Flaherty  BAL 3B/SS   2800  5.0      3.666667     4.725816
7          JJ Hardy  BAL    SS   3300  3.0      4.000000     5.138093
8        Adam Jones  BAL    OF   4400  5.0      7.214286     6.379116
9        Seth Smith  BAL    OF   3700  5.0      9.500000     8.492078
10 Michael Conforto  NYM    OF   3600 12.0     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6          3         0.0 0.00     7 0.218 0.000
7         26         0.0 0.00     8 0.218 0.063
8         28         0.0 0.00     2 0.325 0.140
9         14         0.0 0.00     1 0.399 0.208
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 86.55 (98)"
        Lineup (138) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL   P   8200 14.75     21.440000    6.8395358
2  Jordan Montgomery  NYY   P   7000 16.80     14.737500    0.7824907
3       Caleb Joseph  BAL   C   2700  3.00      3.818182    6.0633024
4        Chris Davis  BAL  1B   4200  3.00      6.740741    6.9812529
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077    6.1784987
6      Manny Machado  BAL  3B   4800 21.00      8.535714    8.0345649
7        Trea Turner  WSH  SS   4900  0.00     12.312500   11.6316737
8        Ian Desmond  COL  OF   5000  5.00     11.200000   12.9499035
9         Adam Jones  BAL  OF   4400  5.00      7.214286    6.3791161
10        Seth Smith  BAL  OF   3700  5.00      9.500000    8.4920778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         27         0.0 0.00     4 0.346 0.177
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.340 0.243
7         16         0.0 0.00     1 0.370 0.203
8          5         0.0 0.00     4 0.365 0.261
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 86.45 (99)"
         Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2      Amir Garrett  CIN     P   7100 12.10     15.180000    18.059783
3    Chris Iannetta  ARI     C   3500  3.00      5.454545     5.663279
4  Paul Goldschmidt  ARI    1B   5300  3.00     12.133333     8.850222
5     Brandon Drury  ARI    2B   4500  7.00      6.307692     5.931403
6         Jake Lamb  ARI    3B   5100  0.00     10.071429     7.226128
7     Andrew Romine  DET OF/SS   2100 18.00      7.142857     7.188208
8     Yasmany Tomas  ARI    OF   4700  3.00      8.791667     8.870955
9  Michael Conforto  NYM    OF   3600 12.00     12.470588    10.429032
10       Matt Joyce  OAK    OF   2500  7.00      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     1 0.308 0.125
8         24         0.0 0.00     5 0.355 0.263
9         17         0.0 0.00     1 0.457 0.324
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 85.85 (100)"
        Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL   P   8200 14.75     21.440000     6.839536
2       Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3  Willson Contreras  CHC   C   3700  2.00      6.105263     8.385800
4      Anthony Rizzo  CHC  1B   4900  0.00      8.777778     7.811891
5        Javier Baez  CHC  2B   3800 14.00      7.526316     9.112680
6      Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7    Addison Russell  CHC  SS   3700 10.00      7.680000     8.153322
8         AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10     Albert Almora  CHC  OF   3300  9.00      7.500000     6.259538
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         19         0.0 0.00     5 0.293 0.138
4         27         0.0 0.00     3 0.350 0.200
5         19         0.0 0.00     7 0.317 0.211
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     4 0.297 0.134
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        12         0.0 0.00     6 0.341 0.175

[1] "Total fpts: 83.4 (101)"
        Lineup (96) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL   P   8400 13.3     19.008333     8.689558
2      Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3      Brian McCann  HOU   C   3300  8.0      9.250000     6.765820
4  Paul Goldschmidt  ARI  1B   5300  3.0     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.0      6.307692     5.931403
6     Nolan Arenado  COL  3B   5200 21.0      8.892857     7.617423
7     Carlos Correa  HOU  SS   4700  7.0      7.360000     6.068223
8   George Springer  HOU  OF   4300  5.0      9.260870     7.682432
9    Carlos Beltran  HOU  OF   3700  7.0      5.956522     5.676733
10     Josh Reddick  HOU  OF   3400  0.0      7.782609     8.278980
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         20         0.0 0.00     5 0.375 0.195
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     3 0.336 0.150
8         23         0.0 0.00     1 0.342 0.240
9         23         0.0 0.00     4 0.284 0.112
10        23         0.0 0.00     2 0.336 0.163

[1] "Total fpts: 82.1 (102)"
        Lineup (20) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2    Patrick Corbin  ARI   P   5200 -7.0     16.650000    10.334989
3    Chris Iannetta  ARI   C   3500  3.0      5.454545     5.663279
4  Paul Goldschmidt  ARI  1B   5300  3.0     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.0      6.307692     5.931403
6         Jake Lamb  ARI  3B   5100  0.0     10.071429     7.226128
7     Jose Iglesias  DET  SS   2500 10.0      7.823529     7.064305
8     Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
9  Patrick Kivlehan  CIN  OF   2600 25.0      7.666667     7.505553
10       Jim Adduci  DET  OF   2400  7.0      8.500000     8.315218
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          6         5.9 1.27    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         17         0.0 0.00     9 0.279 0.171
8         24         0.0 0.00     5 0.355 0.263
9          3         0.0 0.00     7 0.320 0.044
10         8         0.0 0.00     8 0.403 0.229

[1] "Total fpts: 81.85 (103)"
       Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2           AJ Cole  WSH   P   5400 13.50           NaN           NA
3    Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4   Freddie Freeman  ATL  1B   4700  0.00     12.961538    10.641356
5  Brandon Phillips  ATL  2B   3400  3.00      7.772727     7.708572
6     Adonis Garcia  ATL  3B   3300 18.00      5.720000     5.295596
7      Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9         Matt Kemp  ATL  OF   4000  7.00     11.375000    12.349764
10    Nick Markakis  ATL  OF   3500  7.00      7.000000     4.698936
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         26         0.0 0.00     3 0.512 0.402
5         22         0.0 0.00     2 0.343 0.124
6         25         0.0 0.00     6 0.259 0.086
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9         16         0.0 0.00     4 0.427 0.343
10        26         0.0 0.00     5 0.343 0.125

[1] "Total fpts: 81.25 (104)"
         Lineup (63) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2         JC Ramirez  LAA   P   6800  8.90     19.300000    10.960307
3  Robinson Chirinos  TEX   C   2700  3.00     11.555556    11.490334
4   Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5       Rougned Odor  TEX  2B   3800  0.00      5.758621     6.191326
6      Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7       Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8      Shin-Soo Choo  TEX  OF   3800  0.00      7.160000     8.158227
9       Nomar Mazara  TEX  OF   3300  2.00      7.785714     8.829065
10  Delino DeShields  TEX  OF   3100 13.00      7.428571     8.092868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          4         4.0 1.12    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         30         0.0 0.00     3 0.459 0.264
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8         25         0.0 0.00     8 0.333 0.140
9         28         0.0 0.00     3 0.305 0.159
10        14         0.0 0.00     1 0.297 0.077

[1] "Total fpts: 80.6 (105)"
         Lineup (7) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2           AJ Cole  WSH   P   5400 13.5           NaN           NA
3      Ryan Hanigan  COL   C   3000  8.0           NaN           NA
4  Paul Goldschmidt  ARI  1B   5300  3.0     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.0      6.307692     5.931403
6         Jake Lamb  ARI  3B   5100  0.0     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8     Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
9        Matt Joyce  OAK  OF   2500  7.0      5.666667     6.777413
10      Jaff Decker  OAK  OF   2100  0.0      3.750000     3.250874
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         24         0.0 0.00     5 0.355 0.263
9         21         0.0 0.00     7 0.260 0.124
10        12         0.0 0.00     9 0.300 0.068

[1] "Total fpts: 78.45 (106)"
         Lineup (26) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL   P   8400 13.30     19.008333     8.689558
2  Jordan Zimmermann  DET   P   6300  9.15      8.010000     7.448859
3     Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4   Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5      Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6          Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7   Asdrubal Cabrera  NYM  SS   3600  9.00      8.000000     7.644265
8   Charlie Blackmon  COL  OF   5300 22.00     10.464286     7.608388
9      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10  Gorkys Hernandez   SF  OF   3000  9.00      5.285714     5.426836
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          5         5.5 1.63    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         24         0.0 0.00     2 0.318 0.118
8         28         0.0 0.00     1 0.372 0.280
9         24         0.0 0.00     5 0.355 0.263
10        14         0.0 0.00     8 0.225 0.043

[1] "Total fpts: 78.4 (107)"
        Lineup (30) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL   P   8400 13.3     19.008333     8.689558
2      Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
3      Caleb Joseph  BAL   C   2700  3.0      3.818182     6.063302
4  Paul Goldschmidt  ARI  1B   5300  3.0     12.133333     8.850222
5       DJ LeMahieu  COL  2B   4800 13.0      6.423077     6.178499
6     Manny Machado  BAL  3B   4800 21.0      8.535714     8.034565
7          JJ Hardy  BAL  SS   3300  3.0      4.000000     5.138093
8        AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9        Adam Jones  BAL  OF   4400  5.0      7.214286     6.379116
10       Seth Smith  BAL  OF   3700  5.0      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.340 0.243
7         26         0.0 0.00     8 0.218 0.063
8         27         0.0 0.00     1 0.360 0.171
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 76.2 (108)"
        Lineup (80) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2      Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3    Chris Iannetta  ARI     C   3500  3.0      5.454545     5.663279
4   Freddie Freeman  ATL    1B   4700  0.0     12.961538    10.641356
5  Brandon Phillips  ATL    2B   3400  3.0      7.772727     7.708572
6       Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7        Nick Ahmed  ARI    SS   3200  8.0      5.000000     6.300183
8         Matt Kemp  ATL    OF   4000  7.0     11.375000    12.349764
9    Ender Inciarte  ATL    OF   3700  2.0      9.692308     8.601252
10    Nick Markakis  ATL    OF   3500  7.0      7.000000     4.698936
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         26         0.0 0.00     3 0.512 0.402
5         22         0.0 0.00     2 0.343 0.124
6          8         0.0 0.00     7 0.320 0.071
7         14         0.0 0.00     2 0.245 0.088
8         16         0.0 0.00     4 0.427 0.343
9         26         0.0 0.00     1 0.330 0.197
10        26         0.0 0.00     5 0.343 0.125

[1] "Total fpts: 76.2 (109)"
       Lineup (90) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3     Brian McCann  HOU     C   3300  8.0      9.250000     6.765820
4     Yuli Gurriel  HOU    1B   3200  3.0      7.705882     7.464622
5      Kolten Wong  STL    2B   2700  5.0      7.809524     6.446852
6      Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7    Carlos Correa  HOU    SS   4700  7.0      7.360000     6.068223
8       AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9   Carlos Beltran  HOU    OF   3700  7.0      5.956522     5.676733
10    Josh Reddick  HOU    OF   3400  0.0      7.782609     8.278980
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         20         0.0 0.00     5 0.375 0.195
4         17         0.0 0.00     6 0.346 0.138
5         21         0.0 0.00     1 0.362 0.156
6          8         0.0 0.00     7 0.320 0.071
7         25         0.0 0.00     3 0.336 0.150
8         27         0.0 0.00     1 0.360 0.171
9         23         0.0 0.00     4 0.284 0.112
10        23         0.0 0.00     2 0.336 0.163

[1] "Total fpts: 75.45 (110)"
         Lineup (8) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3    Devin Mesoraco  CIN   C   2900  5.00      7.250000     7.719024
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6         Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8     Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9       Yasiel Puig  LAD  OF   3800  5.00      6.481481     7.821914
10       Seth Smith  BAL  OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3          4           0 0.00     8 0.351 0.200
4         30           0 0.00     3 0.459 0.264
5         26           0 0.00     6 0.335 0.104
6         28           0 0.00     4 0.376 0.252
7         14           0 0.00     2 0.245 0.088
8         24           0 0.00     5 0.355 0.263
9         27           0 0.00     7 0.320 0.168
10        14           0 0.00     1 0.399 0.208

[1] "Total fpts: 74.7 (111)"
        Lineup (59) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Mike Leake  STL   P   8200 14.75     21.440000     6.839536
2        Matt Garza  MIL   P   6400 16.95           NaN           NA
3      Matt Wieters  WSH   C   3200  0.00      8.833333    10.319884
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6         Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8  Charlie Blackmon  COL  OF   5300 22.00     10.464286     7.608388
9     Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10      Khris Davis  OAK  OF   3800  0.00      8.384615     8.000385
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          0         5.3 1.22    NA 0.000 0.000
3         18         0.0 0.00     6 0.383 0.213
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         28         0.0 0.00     1 0.372 0.280
9         24         0.0 0.00     5 0.355 0.263
10        26         0.0 0.00     3 0.389 0.333

[1] "Total fpts: 74.45 (112)"
        Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3    Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4      Tommy Joseph  PHI  1B   3700  6.00      5.800000     5.952443
5       DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6     Maikel Franco  PHI  3B   4100  2.00      8.480000     8.088675
7     Freddy Galvis  PHI  SS   3400 12.00      6.960000     5.947549
8     Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9  Michael Saunders  PHI  OF   3600  0.00      7.100000     6.664122
10   Odubel Herrera  PHI  OF   3500  2.00      7.043478     4.039332
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         20         0.0 0.00     5 0.269 0.134
5         26         0.0 0.00     2 0.325 0.089
6         25         0.0 0.00     4 0.304 0.165
7         25         0.0 0.00     7 0.308 0.196
8         24         0.0 0.00     5 0.355 0.263
9         20         0.0 0.00     6 0.301 0.137
10        23         0.0 0.00     3 0.319 0.147

[1] "Total fpts: 73.65 (113)"
      Lineup (100) Team   Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  14200  31.10     25.233333     9.934217
2         Ty Blach   SF     P   5800 -16.45           NaN           NA
3     Ryan Hanigan  COL     C   3000   8.00           NaN           NA
4    Mark Reynolds  COL    1B   4600  18.00     10.400000     8.976822
5  Kelby Tomlinson   SF 2B/SS   3300   2.00           NaN           NA
6    Ryan Flaherty  BAL 3B/SS   2800   5.00      3.666667     4.725816
7     Trevor Story  COL    SS   4600   9.00      7.360000     6.217449
8      Ian Desmond  COL    OF   5000   5.00     11.200000    12.949903
9    Gerardo Parra  COL    OF   4200   5.00      7.300000     6.783106
10      Matt Joyce  OAK    OF   2500   7.00      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         2.0 0.91    NA 0.000 0.000
3          0         0.0 0.00     8 0.750 0.600
4         25         0.0 0.00     5 0.414 0.305
5          0         0.0 0.00     1 0.281 0.000
6          3         0.0 0.00     7 0.218 0.000
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 72.9 (114)"
         Lineup (85) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333    9.9342170
2  Jordan Montgomery  NYY     P   7000 16.8     14.737500    0.7824907
3   Martin Maldonado  LAA     C   2200  5.0      4.863636    5.0548935
4   Paul Goldschmidt  ARI    1B   5300  3.0     12.133333    8.8502224
5   Cliff Pennington  LAA 2B/SS   2000  0.0      4.500000    5.1961524
6      Yunel Escobar  LAA    3B   3000  2.0      6.777778    6.3931053
7  Andrelton Simmons  LAA    SS   2900  5.0      6.000000    5.6975028
8        Ian Desmond  COL    OF   5000  5.0     11.200000   12.9499035
9      Yasmany Tomas  ARI    OF   4700  3.0      8.791667    8.8709549
10    Cameron Maybin  LAA    OF   3400  2.0      7.150000    5.3829653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          4         5.4 1.48    NA 0.000 0.000
3         22         0.0 0.00     9 0.314 0.085
4         30         0.0 0.00     3 0.459 0.264
5          4         0.0 0.00     8 0.295 0.000
6         27         0.0 0.00     1 0.305 0.095
7         27         0.0 0.00     6 0.314 0.100
8          5         0.0 0.00     4 0.365 0.261
9         24         0.0 0.00     5 0.355 0.263
10        20         0.0 0.00     7 0.296 0.076

[1] "Total fpts: 72.85 (115)"
         Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2           AJ Cole  WSH   P   5400 13.50           NaN           NA
3    Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6         Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7      Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8       Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
9     Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10       Tommy Pham  STL  OF   2100  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.14    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3         11           0 0.00     7 0.284 0.146
4         30           0 0.00     3 0.459 0.264
5         26           0 0.00     6 0.335 0.104
6         28           0 0.00     4 0.376 0.252
7         25           0 0.00     6 0.285 0.227
8          5           0 0.00     4 0.365 0.261
9         24           0 0.00     5 0.355 0.263
10         0           0 0.00     6 0.788 1.000

[1] "Total fpts: 71.2 (116)"
        Lineup (17) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL   P   8400 13.3     19.008333     8.689558
2        JC Ramirez  LAA   P   6800  8.9     19.300000    10.960307
3       JT Realmuto  MIA   C   3300 11.0      6.695652     6.996329
4  Paul Goldschmidt  ARI  1B   5300  3.0     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.0      6.307692     5.931403
6         Jake Lamb  ARI  3B   5100  0.0     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8       Ian Desmond  COL  OF   5000  5.0     11.200000    12.949903
9     Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
10 Michael Conforto  NYM  OF   3600 12.0     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          4         4.0 1.12    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8          5         0.0 0.00     4 0.365 0.261
9         24         0.0 0.00     5 0.355 0.263
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 71.2 (117)"
        Lineup (72) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2      Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3        Manny Pina  MIL     C   2600  0.0      7.785714     6.470983
4  Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5     Nick Franklin  MIL 2B/OF   3000  0.0      2.400000     3.911521
6       Travis Shaw  MIL    3B   3500  0.0      9.384615     8.795803
7     Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8        AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9      Keon Broxton  MIL    OF   3500  2.0      7.238095     8.209170
10  Domingo Santana  MIL    OF   3400  5.0      8.380952     7.486496
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         14         0.0 0.00     6 0.393 0.161
4         30         0.0 0.00     3 0.459 0.264
5          5         0.0 0.00     7 0.192 0.135
6         26         0.0 0.00     4 0.361 0.274
7         14         0.0 0.00     1 0.308 0.125
8         27         0.0 0.00     1 0.360 0.171
9         21         0.0 0.00     8 0.311 0.173
10        21         0.0 0.00     5 0.352 0.250

[1] "Total fpts: 70.2 (118)"
         Lineup (18) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2       Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3  Robinson Chirinos  TEX     C   2700  3.0     11.555556    11.490334
4   Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5       Rougned Odor  TEX    2B   3800  0.0      5.758621     6.191326
6        Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7       Elvis Andrus  TEX    SS   3400  0.0      8.678571     7.483580
8      Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
9       Nomar Mazara  TEX    OF   3300  2.0      7.785714     8.829065
10  Delino DeShields  TEX    OF   3100 13.0      7.428571     8.092868
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         30         0.0 0.00     3 0.459 0.264
5         29         0.0 0.00     2 0.277 0.203
6          8         0.0 0.00     7 0.320 0.071
7         28         0.0 0.00     4 0.360 0.209
8         24         0.0 0.00     5 0.355 0.263
9         28         0.0 0.00     3 0.305 0.159
10        14         0.0 0.00     1 0.297 0.077

[1] "Total fpts: 69.7 (119)"
      Lineup (110) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  11400 21.35     17.700000    10.871407
2      Gerrit Cole  PIT     P   9600 27.35     16.220000    11.541371
3     Caleb Joseph  BAL     C   2700  3.00      3.818182     6.063302
4      Justin Bour  MIA    1B   3000  0.00      6.760000     8.222327
5     Rougned Odor  TEX    2B   3800  0.00      5.758621     6.191326
6    Ryan Flaherty  BAL 3B/SS   2800  5.00      3.666667     4.725816
7         JJ Hardy  BAL    SS   3300  3.00      4.000000     5.138093
8       AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9       Adam Jones  BAL    OF   4400  5.00      7.214286     6.379116
10      Seth Smith  BAL    OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.14    NA 0.000 0.000
3         11         0.0 0.00     9 0.196 0.122
4         25         0.0 0.00     5 0.315 0.163
5         29         0.0 0.00     2 0.277 0.203
6          3         0.0 0.00     7 0.218 0.000
7         26         0.0 0.00     8 0.218 0.063
8         27         0.0 0.00     1 0.360 0.171
9         28         0.0 0.00     2 0.325 0.140
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 69.1 (120)"
       Lineup (120) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2    Patrick Corbin  ARI     P   5200 -7.0     16.650000    10.334989
3      Omar Narvaez  CWS     C   2900  4.0      4.769231     5.002563
4        Cody Asche  CWS    1B   3000 16.0      2.750000     3.278719
5    Yolmer Sanchez  CWS 2B/3B   2800  7.0      9.000000     6.928203
6      Todd Frazier  CWS    3B   4200  0.0      7.470588     7.212122
7      Tim Anderson  CWS    SS   4100  3.0      6.000000     6.592006
8        AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9     Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
10 Michael Conforto  NYM    OF   3600 12.0     12.470588    10.429032
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          6         5.9 1.27    NA 0.000 0.000
3         13         0.0 0.00     8 0.324 0.023
4         12         0.0 0.00     6 0.146 0.020
5          3         0.0 0.00     9 0.300 0.177
6         17         0.0 0.00     5 0.308 0.203
7         23         0.0 0.00     7 0.240 0.081
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        17         0.0 0.00     1 0.457 0.324

[1] "Total fpts: 68.4 (121)"
         Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600  2.65     12.916667     9.891545
2         Mike Leake  STL   P   8200 14.75     21.440000     6.839536
3     Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4   Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5      Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6          Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7        Zack Cozart  CIN  SS   3600 18.00      8.750000     6.502508
8      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9        Yasiel Puig  LAD  OF   3800  5.00      6.481481     7.821914
10 Guillermo Heredia  SEA  OF   2700 12.00      7.000000     6.946222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.36    NA 0.000 0.000
2          5         6.7 0.99    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         24         0.0 0.00     2 0.420 0.218
8         24         0.0 0.00     5 0.355 0.263
9         27         0.0 0.00     7 0.320 0.168
10        17         0.0 0.00     2 0.359 0.139

[1] "Total fpts: 67.1 (122)"
        Lineup (69) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2    Patrick Corbin  ARI     P   5200 -7.0     16.650000    10.334989
3     Tyler Flowers  ATL     C   2900  0.0      7.200000     5.115802
4  Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5     Jace Peterson  ATL 2B/OF   3000  0.0      4.928571     3.751190
6     Adonis Garcia  ATL    3B   3300 18.0      5.720000     5.295596
7        Nick Ahmed  ARI    SS   3200  8.0      5.000000     6.300183
8        AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9         Matt Kemp  ATL    OF   4000  7.0     11.375000    12.349764
10    Nick Markakis  ATL    OF   3500  7.0      7.000000     4.698936
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          6         5.9 1.27    NA 0.000 0.000
3         15         0.0 0.00     7 0.418 0.036
4         30         0.0 0.00     3 0.459 0.264
5         14         0.0 0.00     8 0.303 0.103
6         25         0.0 0.00     6 0.259 0.086
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         16         0.0 0.00     4 0.427 0.343
10        26         0.0 0.00     5 0.343 0.125

[1] "Total fpts: 65.6 (123)"
         Lineup (1) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Amir Garrett  CIN   P   7100 12.1     15.180000    18.059783
2           AJ Cole  WSH   P   5400 13.5           NaN           NA
3     Austin Barnes  LAD   C   3000  8.0      9.000000     8.074652
4  Paul Goldschmidt  ARI  1B   5300  3.0     12.133333     8.850222
5       DJ LeMahieu  COL  2B   4800 13.0      6.423077     6.178499
6         Jake Lamb  ARI  3B   5100  0.0     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8        AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9       Ian Desmond  COL  OF   5000  5.0     11.200000    12.949903
10    Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.13    NA 0.000 0.000
2          0           0 0.00    NA 0.000 0.000
3          6           0 0.00     8 0.335 0.241
4         30           0 0.00     3 0.459 0.264
5         26           0 0.00     2 0.325 0.089
6         28           0 0.00     4 0.376 0.252
7         14           0 0.00     2 0.245 0.088
8         27           0 0.00     1 0.360 0.171
9          5           0 0.00     4 0.365 0.261
10        24           0 0.00     5 0.355 0.263

[1] "Total fpts: 64.4 (124)"
      Lineup (140) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Dylan Bundy  BAL     P   8400 13.3     19.008333     8.689558
2     Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3   Chris Iannetta  ARI     C   3500  3.0      5.454545     5.663279
4    Anthony Rizzo  CHC    1B   4900  0.0      8.777778     7.811891
5      Ben Zobrist  CHC 2B/OF   4200 10.0      7.950000     6.056532
6      Kris Bryant  CHC    3B   5000  2.0     11.148148     8.155714
7  Addison Russell  CHC    SS   3700 10.0      7.680000     8.153322
8       AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9    Yasmany Tomas  ARI    OF   4700  3.0      8.791667     8.870955
10         Jon Jay  CHC    OF   3200 11.0      6.181818     5.016337
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         27         0.0 0.00     3 0.350 0.200
5         20         0.0 0.00     1 0.329 0.156
6         27         0.0 0.00     2 0.427 0.261
7         25         0.0 0.00     4 0.297 0.134
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        11         0.0 0.00     9 0.398 0.082

[1] "Total fpts: 64.1 (125)"
        Lineup (83) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jesse Hahn  OAK   P   7600  4.25     20.225000     5.572178
2   Robert Gsellman  NYM   P   6600  7.85      5.750000    10.318975
3    Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5     Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6         Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7     Carlos Correa  HOU  SS   4700  7.00      7.360000     6.068223
8     Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
9    Billy Hamilton  CIN  OF   4200 29.00     10.000000     9.333810
10      Khris Davis  OAK  OF   3800  0.00      8.384615     8.000385
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.4 1.03    NA 0.000 0.000
2          5         4.4 1.65    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         25         0.0 0.00     3 0.336 0.150
8         24         0.0 0.00     5 0.355 0.263
9         26         0.0 0.00     1 0.263 0.078
10        26         0.0 0.00     3 0.389 0.333

[1] "Total fpts: 63.7 (126)"
         Lineup (13) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jordan Montgomery  NYY   P   7000 16.8     14.737500    0.7824907
2         JC Ramirez  LAA   P   6800  8.9     19.300000   10.9603072
3     Chris Iannetta  ARI   C   3500  3.0      5.454545    5.6632788
4   Paul Goldschmidt  ARI  1B   5300  3.0     12.133333    8.8502224
5      Brandon Drury  ARI  2B   4500  7.0      6.307692    5.9314027
6          Jake Lamb  ARI  3B   5100  0.0     10.071429    7.2261284
7        Trea Turner  WSH  SS   4900  0.0     12.312500   11.6316737
8      Yasmany Tomas  ARI  OF   4700  3.0      8.791667    8.8709549
9  Giancarlo Stanton  MIA  OF   4300 17.0      8.730769    9.1326127
10        Seth Smith  BAL  OF   3700  5.0      9.500000    8.4920778
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.4 1.48    NA 0.000 0.000
2          4         4.0 1.12    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         16         0.0 0.00     1 0.370 0.203
8         24         0.0 0.00     5 0.355 0.263
9         26         0.0 0.00     4 0.343 0.241
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 63.25 (127)"
         Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2        JC Ramirez  LAA   P   6800  8.90     19.300000    10.960307
3    Devin Mesoraco  CIN   C   2900  5.00      7.250000     7.719024
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5        Jed Lowrie  OAK  2B   2800  7.00      7.080000     6.102732
6         Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9     Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10       Matt Joyce  OAK  OF   2500  7.00      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          4         4.0 1.12    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4         30         0.0 0.00     3 0.459 0.264
5         25         0.0 0.00     2 0.363 0.139
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: 63.1 (128)"
        Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jesse Hahn  OAK   P   7600  4.25     20.225000     5.572178
2   Robert Gsellman  NYM   P   6600  7.85      5.750000    10.318975
3      Brian McCann  HOU   C   3300  8.00      9.250000     6.765820
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5       Neil Walker  NYM  2B   3500  7.00      6.074074     6.262992
6         Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8  Charlie Blackmon  COL  OF   5300 22.00     10.464286     7.608388
9        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
10    Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         6.4 1.03    NA 0.000 0.000
2          5         4.4 1.65    NA 0.000 0.000
3         20         0.0 0.00     5 0.375 0.195
4         30         0.0 0.00     3 0.459 0.264
5         27         0.0 0.00     4 0.276 0.115
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         28         0.0 0.00     1 0.372 0.280
9         27         0.0 0.00     1 0.360 0.171
10        24         0.0 0.00     5 0.355 0.263

[1] "Total fpts: 61.6 (129)"
         Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8600  2.65     12.916667     9.891545
2         Matt Garza  MIL   P   6400 16.95           NaN           NA
3        JT Realmuto  MIA   C   3300 11.00      6.695652     6.996329
4   Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5       Rougned Odor  TEX  2B   3800  0.00      5.758621     6.191326
6          Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7         Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8         AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9      Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10 Giancarlo Stanton  MIA  OF   4300 17.00      8.730769     9.132613
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.36    NA 0.000 0.000
2          0         5.3 1.22    NA 0.000 0.000
3         23         0.0 0.00     6 0.351 0.125
4         30         0.0 0.00     3 0.459 0.264
5         29         0.0 0.00     2 0.277 0.203
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        26         0.0 0.00     4 0.343 0.241

[1] "Total fpts: 58.45 (130)"
        Lineup (22) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  11400 21.35     17.700000    10.871407
2      Amir Garrett  CIN   P   7100 12.10     15.180000    18.059783
3    Chris Iannetta  ARI   C   3500  3.00      5.454545     5.663279
4  Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5      Rougned Odor  TEX  2B   3800  0.00      5.758621     6.191326
6        Joey Gallo  TEX  3B   3200 14.00      8.862069     8.663240
7      Elvis Andrus  TEX  SS   3400  0.00      8.678571     7.483580
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9      Carlos Gomez  TEX  OF   3500  3.00      7.428571     8.478420
10     Nomar Mazara  TEX  OF   3300  2.00      7.785714     8.829065
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         29         0.0 0.00     2 0.277 0.203
6         29         0.0 0.00     6 0.351 0.330
7         28         0.0 0.00     4 0.360 0.209
8         27         0.0 0.00     1 0.360 0.171
9         28         0.0 0.00     5 0.324 0.196
10        28         0.0 0.00     3 0.305 0.159

[1] "Total fpts: 57.45 (131)"
         Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Dylan Bundy  BAL     P   8400 13.30     19.008333     8.689558
2  Jordan Zimmermann  DET     P   6300  9.15      8.010000     7.448859
3       Gary Sanchez  NYY     C   4600 14.00      4.333333     8.262364
4   Paul Goldschmidt  ARI    1B   5300  3.00     12.133333     8.850222
5    Kelby Tomlinson   SF 2B/SS   3300  2.00           NaN           NA
6          Jake Lamb  ARI    3B   5100  0.00     10.071429     7.226128
7         Nick Ahmed  ARI    SS   3200  8.00      5.000000     6.300183
8         AJ Pollock  ARI    OF   5300  0.00     10.481481     8.030568
9      Yasmany Tomas  ARI    OF   4700  3.00      8.791667     8.870955
10        Seth Smith  BAL    OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.03    NA 0.000 0.000
2          5         5.5 1.63    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         30         0.0 0.00     3 0.459 0.264
5          0         0.0 0.00     1 0.281 0.000
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: 45.1 (132)"
         Lineup (4) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2    Patrick Corbin  ARI   P   5200 -7.0     16.650000    10.334989
3        Eric Fryer  STL   C   2200  0.0      2.250000     3.304038
4  Paul Goldschmidt  ARI  1B   5300  3.0     12.133333     8.850222
5       Kolten Wong  STL  2B   2700  5.0      7.809524     6.446852
6         Jake Lamb  ARI  3B   5100  0.0     10.071429     7.226128
7        Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8        AJ Pollock  ARI  OF   5300  0.0     10.481481     8.030568
9     Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
10       Tommy Pham  STL  OF   2100  2.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          6         5.9 1.27    NA 0.000 0.000
3          4         0.0 0.00     8 0.276 0.091
4         30         0.0 0.00     3 0.459 0.264
5         21         0.0 0.00     1 0.362 0.156
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: NA (133)"
          Lineup (27) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2        Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3       Austin Barnes  LAD     C   3000  8.0      9.000000     8.074652
4    Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5       Brandon Drury  ARI    2B   4500  7.0      6.307692     5.931403
6         Greg Garcia  STL 3B/SS   2400  3.0      6.875000     6.577831
7      Kike Hernandez <NA>  <NA>     NA   NA           NaN           NA
8         Yasiel Puig  LAD    OF   3800  5.0      6.481481     7.821914
9  Franklin Gutierrez  LAD    OF   3400  6.0      7.500000     7.325754
10     Cody Bellinger  LAD    OF   3200 34.0     11.600000    12.411464
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6          8         0.0 0.00     7 0.320 0.071
7          0          NA   NA    NA    NA    NA
8         27         0.0 0.00     7 0.320 0.168
9          4         0.0 0.00     4 0.413 0.278
10        10         0.0 0.00     5 0.465 0.395

[1] "Total fpts: NA (134)"
        Lineup (28) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Mike Leake  STL    P   8200 14.75     21.440000     6.839536
2   Vince Velasquez <NA> <NA>     NA    NA           NaN           NA
3      Stephen Vogt  OAK    C   3200  0.00      4.052632     4.743108
4  Paul Goldschmidt  ARI   1B   5300  3.00     12.133333     8.850222
5        Dee Gordon  MIA   2B   3900 12.00      8.625000     6.486189
6         Jake Lamb  ARI   3B   5100  0.00     10.071429     7.226128
7        Nick Ahmed  ARI   SS   3200  8.00      5.000000     6.300183
8        AJ Pollock  ARI   OF   5300  0.00     10.481481     8.030568
9     Yasmany Tomas  ARI   OF   4700  3.00      8.791667     8.870955
10 Gorkys Hernandez   SF   OF   3000  9.00      5.285714     5.426836
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.7 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         19         0.0 0.00     6 0.244 0.132
4         30         0.0 0.00     3 0.459 0.264
5         24         0.0 0.00     1 0.306 0.070
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         24         0.0 0.00     5 0.355 0.263
10        14         0.0 0.00     8 0.225 0.043

[1] "Total fpts: NA (135)"
        Lineup (39) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  14200 31.1     25.233333     9.934217
2      Amir Garrett  CIN     P   7100 12.1     15.180000    18.059783
3  Martin Maldonado  LAA     C   2200  5.0      4.863636     5.054893
4  Paul Goldschmidt  ARI    1B   5300  3.0     12.133333     8.850222
5  Cliff Pennington  LAA 2B/SS   2000  0.0      4.500000     5.196152
6     Yunel Escobar  LAA    3B   3000  2.0      6.777778     6.393105
7     Andrew Romine  DET OF/SS   2100 18.0      7.142857     7.188208
8        AJ Pollock  ARI    OF   5300  0.0     10.481481     8.030568
9        Mike Trout  LAA    OF   5100   NA     11.518519     5.380666
10     Kole Calhoun  LAA    OF   3500  4.0      7.192308     6.487028
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         22         0.0 0.00     9 0.314 0.085
4         30         0.0 0.00     3 0.459 0.264
5          4         0.0 0.00     8 0.295 0.000
6         27         0.0 0.00     1 0.305 0.095
7         14         0.0 0.00     1 0.308 0.125
8         27         0.0 0.00     1 0.360 0.171
9         27         0.0 0.00     3 0.475 0.346
10        26         0.0 0.00     2 0.320 0.137

[1] "Total fpts: NA (136)"
          Lineup (48) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Julio Teheran  ATL   P   8600  2.65     12.916667     9.891545
2      Patrick Corbin  ARI   P   5200 -7.00     16.650000    10.334989
3        Gary Sanchez  NYY   C   4600 14.00      4.333333     8.262364
4    Paul Goldschmidt  ARI  1B   5300  3.00     12.133333     8.850222
5       Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6           Jake Lamb  ARI  3B   5100  0.00     10.071429     7.226128
7          Nick Ahmed  ARI  SS   3200  8.00      5.000000     6.300183
8          Mike Trout  LAA  OF   5100    NA     11.518519     5.380666
9       Yasmany Tomas  ARI  OF   4700  3.00      8.791667     8.870955
10 Franklin Gutierrez  LAD  OF   3400  6.00      7.500000     7.325754
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.36    NA 0.000 0.000
2          6         5.9 1.27    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     3 0.475 0.346
9         24         0.0 0.00     5 0.355 0.263
10         4         0.0 0.00     4 0.413 0.278

[1] "Total fpts: NA (137)"
        Lineup (57) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Vince Velasquez <NA> <NA>     NA    NA           NaN           NA
2        Matt Garza  MIL    P   6400 16.95           NaN           NA
3    Chris Iannetta  ARI    C   3500  3.00      5.454545     5.663279
4  Paul Goldschmidt  ARI   1B   5300  3.00     12.133333     8.850222
5     Brandon Drury  ARI   2B   4500  7.00      6.307692     5.931403
6         Jake Lamb  ARI   3B   5100  0.00     10.071429     7.226128
7    Kike Hernandez <NA> <NA>     NA    NA           NaN           NA
8        Mike Trout  LAA   OF   5100    NA     11.518519     5.380666
9     Yasmany Tomas  ARI   OF   4700  3.00      8.791667     8.870955
10      Nelson Cruz  SEA   OF   4200 11.00     10.285714     7.792956
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          0         5.3 1.22    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7          0          NA   NA    NA    NA    NA
8         27         0.0 0.00     3 0.475 0.346
9         24         0.0 0.00     5 0.355 0.263
10        28         0.0 0.00     4 0.419 0.257

[1] "Total fpts: NA (138)"
         Lineup (64) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Vince Velasquez <NA> <NA>     NA    NA           NaN           NA
2  Jordan Zimmermann  DET    P   6300  9.15      8.010000     7.448859
3       Brian McCann  HOU    C   3300  8.00      9.250000     6.765820
4   Paul Goldschmidt  ARI   1B   5300  3.00     12.133333     8.850222
5      Brandon Drury  ARI   2B   4500  7.00      6.307692     5.931403
6          Jake Lamb  ARI   3B   5100  0.00     10.071429     7.226128
7         Nick Ahmed  ARI   SS   3200  8.00      5.000000     6.300183
8      Yasmany Tomas  ARI   OF   4700  3.00      8.791667     8.870955
9  Giancarlo Stanton  MIA   OF   4300 17.00      8.730769     9.132613
10    Billy Hamilton  CIN   OF   4200 29.00     10.000000     9.333810
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          5         5.5 1.63    NA 0.000 0.000
3         20         0.0 0.00     5 0.375 0.195
4         30         0.0 0.00     3 0.459 0.264
5         26         0.0 0.00     6 0.335 0.104
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         24         0.0 0.00     5 0.355 0.263
9         26         0.0 0.00     4 0.343 0.241
10        26         0.0 0.00     1 0.263 0.078

[1] "Total fpts: NA (139)"
          Lineup (71) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD    P  14200 31.1     25.233333     9.934217
2             AJ Cole  WSH    P   5400 13.5           NaN           NA
3      Chris Iannetta  ARI    C   3500  3.0      5.454545     5.663279
4       Mark Reynolds  COL   1B   4600 18.0     10.400000     8.976822
5         DJ LeMahieu  COL   2B   4800 13.0      6.423077     6.178499
6       Justin Turner  LAD   3B   3800 13.0      8.200000     5.074446
7      Kike Hernandez <NA> <NA>     NA   NA           NaN           NA
8         Yasiel Puig  LAD   OF   3800  5.0      6.481481     7.821914
9  Franklin Gutierrez  LAD   OF   3400  6.0      7.500000     7.325754
10     Cody Bellinger  LAD   OF   3200 34.0     11.600000    12.411464
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         11         0.0 0.00     7 0.284 0.146
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         25         0.0 0.00     3 0.423 0.136
7          0          NA   NA    NA    NA    NA
8         27         0.0 0.00     7 0.320 0.168
9          4         0.0 0.00     4 0.413 0.278
10        10         0.0 0.00     5 0.465 0.395

[1] "Total fpts: NA (140)"
         Lineup (75) Team Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chase De Jong  SEA   P   6200  15.10           NaN           NA
2           Ty Blach   SF   P   5800 -16.45           NaN           NA
3  Willson Contreras  CHC   C   3700   2.00      6.105263     8.385800
4   Paul Goldschmidt  ARI  1B   5300   3.00     12.133333     8.850222
5      Daniel Murphy  WSH  2B   4600  15.00      9.600000    10.267262
6          Jake Lamb  ARI  3B   5100   0.00     10.071429     7.226128
7         Nick Ahmed  ARI  SS   3200   8.00      5.000000     6.300183
8         AJ Pollock  ARI  OF   5300   0.00     10.481481     8.030568
9         Mike Trout  LAA  OF   5100     NA     11.518519     5.380666
10     Yasmany Tomas  ARI  OF   4700   3.00      8.791667     8.870955
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         2.4 2.32    NA 0.000 0.000
2          0         2.0 0.91    NA 0.000 0.000
3         19         0.0 0.00     5 0.293 0.138
4         30         0.0 0.00     3 0.459 0.264
5         25         0.0 0.00     3 0.392 0.219
6         28         0.0 0.00     4 0.376 0.252
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         27         0.0 0.00     3 0.475 0.346
10        24         0.0 0.00     5 0.355 0.263

[1] "Total fpts: NA (141)"
         Lineup (86) Team  Pos Salary   Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU    P  11400  21.35     17.700000    10.871407
2           Ty Blach   SF    P   5800 -16.45           NaN           NA
3  Robinson Chirinos  TEX    C   2700   3.00     11.555556    11.490334
4      Mark Reynolds  COL   1B   4600  18.00     10.400000     8.976822
5        DJ LeMahieu  COL   2B   4800  13.00      6.423077     6.178499
6      Nolan Arenado  COL   3B   5200  21.00      8.892857     7.617423
7     Kike Hernandez <NA> <NA>     NA     NA           NaN           NA
8   Charlie Blackmon  COL   OF   5300  22.00     10.464286     7.608388
9        Ian Desmond  COL   OF   5000   5.00     11.200000    12.949903
10        Tommy Pham  STL   OF   2100   2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          0         2.0 0.91    NA 0.000 0.000
3          9         0.0 0.00     9 0.494 0.482
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7          0          NA   NA    NA    NA    NA
8         28         0.0 0.00     1 0.372 0.280
9          5         0.0 0.00     4 0.365 0.261
10         0         0.0 0.00     6 0.788 1.000

[1] "Total fpts: NA (142)"
        Lineup (88) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  14200 31.1     25.233333     9.934217
2           AJ Cole  WSH   P   5400 13.5           NaN           NA
3  Martin Maldonado  LAA   C   2200  5.0      4.863636     5.054893
4     Albert Pujols  LAA  1B   3800  3.0      7.370370     6.215045
5       DJ LeMahieu  COL  2B   4800 13.0      6.423077     6.178499
6     Yunel Escobar  LAA  3B   3000  2.0      6.777778     6.393105
7        Nick Ahmed  ARI  SS   3200  8.0      5.000000     6.300183
8        Mike Trout  LAA  OF   5100   NA     11.518519     5.380666
9     Yasmany Tomas  ARI  OF   4700  3.0      8.791667     8.870955
10     Kole Calhoun  LAA  OF   3500  4.0      7.192308     6.487028
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         22         0.0 0.00     9 0.314 0.085
4         27         0.0 0.00     4 0.284 0.132
5         26         0.0 0.00     2 0.325 0.089
6         27         0.0 0.00     1 0.305 0.095
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     3 0.475 0.346
9         24         0.0 0.00     5 0.355 0.263
10        26         0.0 0.00     2 0.320 0.137

[1] "Total fpts: NA (143)"
         Lineup (102) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Lance McCullers  HOU    P  11400 21.35     17.700000    10.871407
2         Gerrit Cole  PIT    P   9600 27.35     16.220000    11.541371
3      Devin Mesoraco  CIN    C   2900  5.00      7.250000     7.719024
4    Paul Goldschmidt  ARI   1B   5300  3.00     12.133333     8.850222
5         Neil Walker  NYM   2B   3500  7.00      6.074074     6.262992
6       Justin Turner  LAD   3B   3800 13.00      8.200000     5.074446
7      Kike Hernandez <NA> <NA>     NA    NA           NaN           NA
8         Yasiel Puig  LAD   OF   3800  5.00      6.481481     7.821914
9  Franklin Gutierrez  LAD   OF   3400  6.00      7.500000     7.325754
10     Cody Bellinger  LAD   OF   3200 34.00     11.600000    12.411464
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          5         6.0 1.14    NA 0.000 0.000
3          4         0.0 0.00     8 0.351 0.200
4         30         0.0 0.00     3 0.459 0.264
5         27         0.0 0.00     4 0.276 0.115
6         25         0.0 0.00     3 0.423 0.136
7          0          NA   NA    NA    NA    NA
8         27         0.0 0.00     7 0.320 0.168
9          4         0.0 0.00     4 0.413 0.278
10        10         0.0 0.00     5 0.465 0.395

[1] "Total fpts: NA (144)"
        Lineup (105) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Vince Velasquez <NA> <NA>     NA    NA           NaN           NA
2         Jesse Hahn  OAK    P   7600  4.25     20.225000     5.572178
3       Stephen Vogt  OAK    C   3200  0.00      4.052632     4.743108
4      Mark Reynolds  COL   1B   4600 18.00     10.400000     8.976822
5        DJ LeMahieu  COL   2B   4800 13.00      6.423077     6.178499
6      Nolan Arenado  COL   3B   5200 21.00      8.892857     7.617423
7       Trevor Story  COL   SS   4600  9.00      7.360000     6.217449
8        Ian Desmond  COL   OF   5000  5.00     11.200000    12.949903
9        Nelson Cruz  SEA   OF   4200 11.00     10.285714     7.792956
10 Guillermo Heredia  SEA   OF   2700 12.00      7.000000     6.946222
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          4         6.4 1.03    NA 0.000 0.000
3         19         0.0 0.00     6 0.244 0.132
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         28         0.0 0.00     4 0.419 0.257
10        17         0.0 0.00     2 0.359 0.139

[1] "Total fpts: NA (145)"
      Lineup (107) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  14200 31.1     25.233333     9.934217
2     Amir Garrett  CIN    P   7100 12.1     15.180000    18.059783
3     Matt Wieters  WSH    C   3200  0.0      8.833333    10.319884
4   Ryan Zimmerman  WSH   1B   4400 25.0     14.954545     8.769413
5      Kolten Wong  STL   2B   2700  5.0      7.809524     6.446852
6   Anthony Rendon  WSH   3B   4000 20.0      8.565217    14.714946
7       Nick Ahmed  ARI   SS   3200  8.0      5.000000     6.300183
8       AJ Pollock  ARI   OF   5300  0.0     10.481481     8.030568
9   Michael Taylor  WSH   OF   3500  0.0      7.100000     6.822349
10 Rafael Bautista <NA> <NA>     NA   NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.9 0.87    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         18         0.0 0.00     6 0.383 0.213
4         22         0.0 0.00     4 0.556 0.452
5         21         0.0 0.00     1 0.362 0.156
6         23         0.0 0.00     5 0.361 0.164
7         14         0.0 0.00     2 0.245 0.088
8         27         0.0 0.00     1 0.360 0.171
9         10         0.0 0.00     7 0.300 0.089
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (146)"
         Lineup (126) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Lance McCullers  HOU    P  11400 21.35     17.700000    10.871407
2         Dylan Bundy  BAL    P   8400 13.30     19.008333     8.689558
3       Austin Barnes  LAD    C   3000  8.00      9.000000     8.074652
4       Mark Reynolds  COL   1B   4600 18.00     10.400000     8.976822
5          Dee Gordon  MIA   2B   3900 12.00      8.625000     6.486189
6       Nolan Arenado  COL   3B   5200 21.00      8.892857     7.617423
7      Kike Hernandez <NA> <NA>     NA    NA           NaN           NA
8         Yasiel Puig  LAD   OF   3800  5.00      6.481481     7.821914
9  Franklin Gutierrez  LAD   OF   3400  6.00      7.500000     7.325754
10     Cody Bellinger  LAD   OF   3200 34.00     11.600000    12.411464
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.27    NA 0.000 0.000
2          6         6.6 1.03    NA 0.000 0.000
3          6         0.0 0.00     8 0.335 0.241
4         25         0.0 0.00     5 0.414 0.305
5         24         0.0 0.00     1 0.306 0.070
6         28         0.0 0.00     3 0.384 0.287
7          0          NA   NA    NA    NA    NA
8         27         0.0 0.00     7 0.320 0.168
9          4         0.0 0.00     4 0.413 0.278
10        10         0.0 0.00     5 0.465 0.395

[1] "Total fpts: NA (147)"
        Lineup (132) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Vince Velasquez <NA> <NA>     NA    NA           NaN           NA
2  Jordan Zimmermann  DET    P   6300  9.15      8.010000     7.448859
3       Gary Sanchez  NYY    C   4600 14.00      4.333333     8.262364
4      Mark Reynolds  COL   1B   4600 18.00     10.400000     8.976822
5    Cesar Hernandez  PHI   2B   3400  6.00     10.625000     7.811989
6      Nolan Arenado  COL   3B   5200 21.00      8.892857     7.617423
7       Trevor Story  COL   SS   4600  9.00      7.360000     6.217449
8        Ian Desmond  COL   OF   5000  5.00     11.200000    12.949903
9      Gerardo Parra  COL   OF   4200  5.00      7.300000     6.783106
10        Seth Smith  BAL   OF   3700  5.00      9.500000     8.492078
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          5         5.5 1.63    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         25         0.0 0.00     5 0.414 0.305
5         24         0.0 0.00     1 0.386 0.175
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8          5         0.0 0.00     4 0.365 0.261
9         20         0.0 0.00     7 0.325 0.128
10        14         0.0 0.00     1 0.399 0.208

[1] "Total fpts: NA (148)"
        Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Robert Gsellman  NYM   P   6600  7.85      5.750000    10.318975
2      Chase De Jong  SEA   P   6200 15.10           NaN           NA
3  Willson Contreras  CHC   C   3700  2.00      6.105263     8.385800
4      Mark Reynolds  COL  1B   4600 18.00     10.400000     8.976822
5        DJ LeMahieu  COL  2B   4800 13.00      6.423077     6.178499
6      Nolan Arenado  COL  3B   5200 21.00      8.892857     7.617423
7       Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8         Mike Trout  LAA  OF   5100    NA     11.518519     5.380666
9        Ian Desmond  COL  OF   5000  5.00     11.200000    12.949903
10    Billy Hamilton  CIN  OF   4200 29.00     10.000000     9.333810
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.4 1.65    NA 0.000 0.000
2          0         2.4 2.32    NA 0.000 0.000
3         19         0.0 0.00     5 0.293 0.138
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     3 0.475 0.346
9          5         0.0 0.00     4 0.365 0.261
10        26         0.0 0.00     1 0.263 0.078

[1] "Total fpts: NA (149)"
       Lineup (137) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Vince Velasquez <NA> <NA>     NA    NA           NaN           NA
2   Robert Gsellman  NYM    P   6600  7.85      5.750000    10.318975
3      Gary Sanchez  NYY    C   4600 14.00      4.333333     8.262364
4     Mark Reynolds  COL   1B   4600 18.00     10.400000     8.976822
5       DJ LeMahieu  COL   2B   4800 13.00      6.423077     6.178499
6     Nolan Arenado  COL   3B   5200 21.00      8.892857     7.617423
7     Taylor Motter  SEA   SS   3200 14.00      9.470588     8.938104
8  Charlie Blackmon  COL   OF   5300 22.00     10.464286     7.608388
9       Ian Desmond  COL   OF   5000  5.00     11.200000    12.949903
10       Matt Joyce  OAK   OF   2500  7.00      5.666667     6.777413
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          5         4.4 1.65    NA 0.000 0.000
3          6         0.0 0.00     5 0.201 0.125
4         25         0.0 0.00     5 0.414 0.305
5         26         0.0 0.00     2 0.325 0.089
6         28         0.0 0.00     3 0.384 0.287
7         17         0.0 0.00     7 0.347 0.310
8         28         0.0 0.00     1 0.372 0.280
9          5         0.0 0.00     4 0.365 0.261
10        21         0.0 0.00     7 0.260 0.124

[1] "Total fpts: NA (150)"
       Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT   P   9600 27.35     16.220000    11.541371
2       Dylan Bundy  BAL   P   8400 13.30     19.008333     8.689558
3  Martin Maldonado  LAA   C   2200  5.00      4.863636     5.054893
4     Albert Pujols  LAA  1B   3800  3.00      7.370370     6.215045
5     Brandon Drury  ARI  2B   4500  7.00      6.307692     5.931403
6     Yunel Escobar  LAA  3B   3000  2.00      6.777778     6.393105
7      Trevor Story  COL  SS   4600  9.00      7.360000     6.217449
8        AJ Pollock  ARI  OF   5300  0.00     10.481481     8.030568
9        Mike Trout  LAA  OF   5100    NA     11.518519     5.380666
10     Kole Calhoun  LAA  OF   3500  4.00      7.192308     6.487028
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.14    NA 0.000 0.000
2          6         6.6 1.03    NA 0.000 0.000
3         22         0.0 0.00     9 0.314 0.085
4         27         0.0 0.00     4 0.284 0.132
5         26         0.0 0.00     6 0.335 0.104
6         27         0.0 0.00     1 0.305 0.095
7         25         0.0 0.00     6 0.285 0.227
8         27         0.0 0.00     1 0.360 0.171
9         27         0.0 0.00     3 0.475 0.346
10        26         0.0 0.00     2 0.320 0.137



***********************************************************************************************
Contest 18: 2017-05-07 $50.00entry_MLB$300KSundayNiftyFifty
***********************************************************************************************
[1] "PnL: 970"

[1] "Total fpts: 205.05 (1)"
        Lineup (150) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Wacha  STL   P   7600 17.30     17.880000     5.178996
2     Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3         Sandy Leon  BOS   C   2800 34.00      5.785714     8.692867
4        Eric Thames  MIL  1B   4900 26.00     12.000000     9.868364
5     Dustin Pedroia  BOS  2B   3900 18.00      6.217391     5.410062
6      Deven Marrero  BOS  3B   2600  0.00           NaN           NA
7    Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9  Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
10   Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         14         0.0 0.00     8 0.260 0.131
4         27         0.0 0.00     2 0.463 0.385
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        25         0.0 0.00     1 0.381 0.243

[1] "Total fpts: 193.5 (2)"
          Lineup (8) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3           AJ Ellis  MIA     C   2300  3.0      4.200000     3.701351
4     Hanley Ramirez  BOS 1B/OF   4600 17.0      7.833333     6.545272
5     Dustin Pedroia  BOS    2B   3900 18.0      6.217391     5.410062
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7    Xander Bogaerts  BOS    SS   4400 25.0      7.652174     4.657435
8       Mookie Betts  BOS    OF   5300 24.0      6.920000     7.421366
9  Andrew Benintendi  BOS    OF   4300 34.0      8.153846     6.595103
10 Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3          5         0.0 0.00     7 0.188 0.000
4         24         0.0 0.00     5 0.332 0.178
5         23         0.0 0.00     2 0.316 0.061
6         23         0.0 0.00     2 0.339 0.250
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     4 0.359 0.147
10        27         0.0 0.00     4 0.354 0.259

[1] "Total fpts: 190.25 (3)"
         Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
2     Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3     Russell Martin  TOR     C   3300  5.00      6.285714     5.235865
4     Hanley Ramirez  BOS 1B/OF   4600 17.00      7.833333     6.545272
5     Dustin Pedroia  BOS    2B   3900 18.00      6.217391     5.410062
6      Manny Machado  BAL    3B   5000  9.00      8.965517     8.222281
7    Xander Bogaerts  BOS    SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9  Andrew Benintendi  BOS    OF   4300 34.00      8.153846     6.595103
10    Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         24         0.0 0.00     5 0.332 0.178
5         23         0.0 0.00     2 0.316 0.061
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     4 0.359 0.147
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 177.5 (4)"
         Lineup (25) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR   P   4800 15.8           NaN           NA
3         Sandy Leon  BOS   C   2800 34.0      5.785714     8.692867
4     Carlos Santana  CLE  1B   4100 13.0      7.230769     7.388140
5     Dustin Pedroia  BOS  2B   3900 18.0      6.217391     5.410062
6      Deven Marrero  BOS  3B   2600  0.0           NaN           NA
7        Trea Turner  WSH  SS   5100  0.0     11.588235    11.651496
8       Mookie Betts  BOS  OF   5300 24.0      6.920000     7.421366
9  Giancarlo Stanton  MIA  OF   4200 32.0      9.037037     9.095567
10       Chris Young  BOS  OF   3000 16.0      7.571429     7.602776
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         14         0.0 0.00     8 0.260 0.131
4         26         0.0 0.00     1 0.303 0.142
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        14         0.0 0.00     7 0.351 0.143

[1] "Total fpts: 174.45 (5)"
        Lineup (119) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Tillman  BAL   P   8200 19.65           NaN           NA
2        Joe Biagini  TOR   P   4800 15.80           NaN           NA
3     Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4        Eric Thames  MIL  1B   4900 26.00     12.000000     9.868364
5     Dustin Pedroia  BOS  2B   3900 18.00      6.217391     5.410062
6      Deven Marrero  BOS  3B   2600  0.00           NaN           NA
7    Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9  Andrew Benintendi  BOS  OF   4300 34.00      8.153846     6.595103
10      Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     2 0.463 0.385
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     4 0.359 0.147
10        26         0.0 0.00     3 0.356 0.109

[1] "Total fpts: 169.45 (6)"
         Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2     Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3          Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4     Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5     Dustin Pedroia  BOS  2B   3900 18.00      6.217391     5.410062
6      Deven Marrero  BOS  3B   2600  0.00           NaN           NA
7    Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9  Andrew Benintendi  BOS  OF   4300 34.00      8.153846     6.595103
10  Michael Conforto  NYM  OF   4000  0.00     12.444444    10.118255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     4 0.359 0.147
10        18         0.0 0.00     1 0.455 0.316

[1] "Total fpts: 166.15 (7)"
       Lineup (42) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2    Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3       Sandy Leon  BOS   C   2800 34.00      5.785714     8.692867
4      Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5   Dustin Pedroia  BOS  2B   3900 18.00      6.217391     5.410062
6    Deven Marrero  BOS  3B   2600  0.00           NaN           NA
7  Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8     Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9     Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
10   Marcell Ozuna  MIA  OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         14         0.0 0.00     8 0.260 0.131
4         27         0.0 0.00     4 0.310 0.117
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     3 0.356 0.109
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 163.55 (8)"
         Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2       Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
3       Geovany Soto  CWS   C   2900  0.00      4.888889     5.085382
4        Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5     Dustin Pedroia  BOS  2B   3900 18.00      6.217391     5.410062
6      Deven Marrero  BOS  3B   2600  0.00           NaN           NA
7    Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9  Andrew Benintendi  BOS  OF   4300 34.00      8.153846     6.595103
10 Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         27         0.0 0.00     4 0.310 0.117
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     4 0.359 0.147
10        27         0.0 0.00     4 0.354 0.259

[1] "Total fpts: 162.45 (9)"
        Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Tillman  BAL     P   8200 19.65           NaN           NA
2          Alex Cobb   TB     P   7700 15.80     12.125000     9.095974
3      Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4     Hanley Ramirez  BOS 1B/OF   4600 17.00      7.833333     6.545272
5     Dustin Pedroia  BOS    2B   3900 18.00      6.217391     5.410062
6     Anthony Rendon  WSH    3B   3900  7.00      9.041667    14.579554
7    Xander Bogaerts  BOS    SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9  Andrew Benintendi  BOS    OF   4300 34.00      8.153846     6.595103
10  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0  0.0    NA 0.000 0.000
2          6         5.8  1.4    NA 0.000 0.000
3         22         0.0  0.0     5 0.299 0.082
4         24         0.0  0.0     5 0.332 0.178
5         23         0.0  0.0     2 0.316 0.061
6         24         0.0  0.0     4 0.371 0.187
7         23         0.0  0.0     3 0.351 0.051
8         25         0.0  0.0     1 0.331 0.133
9         26         0.0  0.0     4 0.359 0.147
10        18         0.0  0.0     1 0.455 0.316

[1] "Total fpts: 156.95 (10)"
         Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
2          RA Dickey  ATL     P   6900  3.50     13.110000     4.497972
3          Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4     Hanley Ramirez  BOS 1B/OF   4600 17.00      7.833333     6.545272
5     Dustin Pedroia  BOS    2B   3900 18.00      6.217391     5.410062
6       Todd Frazier  CWS    3B   4700  6.00      7.055556     7.214954
7    Xander Bogaerts  BOS    SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9  Andrew Benintendi  BOS    OF   4300 34.00      8.153846     6.595103
10      Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.1 2.13    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         24         0.0 0.00     5 0.332 0.178
5         23         0.0 0.00     2 0.316 0.061
6         18         0.0 0.00     5 0.293 0.192
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     4 0.359 0.147
10        26         0.0 0.00     3 0.356 0.109

[1] "Total fpts: 156.35 (11)"
         Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2      Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
3     Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4     Hanley Ramirez  BOS 1B/OF   4600 17.00      7.833333     6.545272
5     Dustin Pedroia  BOS    2B   3900 18.00      6.217391     5.410062
6       Hernan Perez  MIL 3B/OF   3300  0.00     10.111111    11.488556
7    Xander Bogaerts  BOS    SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9  Andrew Benintendi  BOS    OF   4300 34.00      8.153846     6.595103
10     Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         24         0.0 0.00     5 0.332 0.178
5         23         0.0 0.00     2 0.316 0.061
6         18         0.0 0.00     3 0.372 0.279
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     4 0.359 0.147
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 149.55 (12)"
       Lineup (100) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
3        Sandy Leon  BOS   C   2800 34.00      5.785714     8.692867
4       Eric Thames  MIL  1B   4900 26.00     12.000000     9.868364
5    Dustin Pedroia  BOS  2B   3900 18.00      6.217391     5.410062
6     Deven Marrero  BOS  3B   2600  0.00           NaN           NA
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8      Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9      Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
10      Chris Young  BOS  OF   3000 16.00      7.571429     7.602776
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         14         0.0 0.00     8 0.260 0.131
4         27         0.0 0.00     2 0.463 0.385
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     3 0.356 0.109
10        14         0.0 0.00     7 0.351 0.143

[1] "Total fpts: 142.45 (13)"
        Lineup (46) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2    Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3        Sandy Leon  BOS     C   2800 34.00      5.785714     8.692867
4    Mitch Moreland  BOS    1B   3800 20.00      7.222222     6.606135
5      Jose Ramirez  CLE 2B/3B   4200  0.00      9.416667     9.815324
6     Deven Marrero  BOS    3B   2600  0.00           NaN           NA
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8      Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
10      Chris Young  BOS    OF   3000 16.00      7.571429     7.602776
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         14         0.0 0.00     8 0.260 0.131
4         27         0.0 0.00     6 0.360 0.184
5         24         0.0 0.00     5 0.402 0.245
6          0         0.0 0.00     9 0.720 0.000
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         18         0.0 0.00     1 0.455 0.316
10        14         0.0 0.00     7 0.351 0.143

[1] "Total fpts: 139.85 (14)"
        Lineup (103) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2        Joe Biagini  TOR   P   4800 15.80           NaN           NA
3         Sandy Leon  BOS   C   2800 34.00      5.785714     8.692867
4  Edwin Encarnacion  CLE  1B   4400  5.00      6.461538     6.357552
5     Dustin Pedroia  BOS  2B   3900 18.00      6.217391     5.410062
6      Deven Marrero  BOS  3B   2600  0.00           NaN           NA
7    Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8       Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9   Michael Conforto  NYM  OF   4000  0.00     12.444444    10.118255
10    Randal Grichuk  STL  OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         14         0.0 0.00     8 0.260 0.131
4         26         0.0 0.00     4 0.325 0.165
5         23         0.0 0.00     2 0.316 0.061
6          0         0.0 0.00     9 0.720 0.000
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.331 0.133
9         18         0.0 0.00     1 0.455 0.316
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 137.5 (15)"
          Lineup (3) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3      Yadier Molina  STL     C   3200  2.0      5.363636     4.215001
4     Matt Carpenter  STL    1B   3900 16.0      8.826087     7.302877
5        Jedd Gyorko  STL 2B/3B   3800  9.0     10.611111     9.598645
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7       Aledmys Diaz  STL    SS   3800  0.0      7.913043     9.783628
8       Mookie Betts  BOS    OF   5300 24.0      6.920000     7.421366
9  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
10    Randal Grichuk  STL    OF   3500 14.0      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         23         0.0 0.00     3 0.397 0.235
5         18         0.0 0.00     4 0.476 0.347
6         23         0.0 0.00     2 0.339 0.250
7         23         0.0 0.00     6 0.324 0.184
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 137.5 (16)"
         Lineup (10) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR   P   4800 15.8           NaN           NA
3     Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4          Adam Lind  WSH  1B   3200  4.0      6.500000     6.608076
5      Daniel Murphy  WSH  2B   4700  9.0      9.807692    10.115411
6     Anthony Rendon  WSH  3B   3900  7.0      9.041667    14.579554
7        Trea Turner  WSH  SS   5100  0.0     11.588235    11.651496
8  Giancarlo Stanton  MIA  OF   4200 32.0      9.037037     9.095567
9   Michael Conforto  NYM  OF   4000  0.0     12.444444    10.118255
10      Jayson Werth  WSH  OF   3600 40.0      6.260870     5.777837
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         17         0.0 0.00     1 0.349 0.191
8         27         0.0 0.00     4 0.354 0.259
9         18         0.0 0.00     1 0.455 0.316
10        23         0.0 0.00     2 0.338 0.121

[1] "Total fpts: 134.45 (17)"
       Lineup (41) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2   Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3      Kurt Suzuki  ATL     C   2400  2.00      6.500000     7.027723
4  Freddie Freeman  ATL    1B   4800 25.00     12.481481    10.728719
5    Jace Peterson  ATL 2B/OF   3000 11.00      4.600000     3.832194
6    Manny Machado  BAL    3B   5000  9.00      8.965517     8.222281
7     Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8     Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9        Matt Kemp  ATL    OF   4000 10.00     11.117647    12.004595
10   Nick Markakis  ATL    OF   3500  5.00      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     6 0.318 0.081
4         27         0.0 0.00     3 0.495 0.386
5         15         0.0 0.00     7 0.290 0.098
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     6 0.324 0.184
8         25         0.0 0.00     1 0.331 0.133
9         17         0.0 0.00     4 0.421 0.338
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 134.25 (18)"
       Lineup (142) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
2    Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3       Kurt Suzuki  ATL   C   2400  2.00      6.500000     7.027723
4   Freddie Freeman  ATL  1B   4800 25.00     12.481481    10.728719
5   Jonathan Villar  MIL  2B   4000 10.00      7.689655     8.328537
6     Adonis Garcia  ATL  3B   3300 13.00      6.192308     5.720274
7   Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8  Michael Conforto  NYM  OF   4000  0.00     12.444444    10.118255
9         Matt Kemp  ATL  OF   4000 10.00     11.117647    12.004595
10    Nick Markakis  ATL  OF   3500  5.00      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         10         0.0 0.00     6 0.318 0.081
4         27         0.0 0.00     3 0.495 0.386
5         29         0.0 0.00     1 0.256 0.126
6         26         0.0 0.00     2 0.267 0.110
7         23         0.0 0.00     3 0.351 0.051
8         18         0.0 0.00     1 0.455 0.316
9         17         0.0 0.00     4 0.421 0.338
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 132.25 (19)"
     Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
2  Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3   Yadier Molina  STL   C   3200  2.00      5.363636     4.215001
4       Adam Lind  WSH  1B   3200  4.00      6.500000     6.608076
5   Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6  Anthony Rendon  WSH  3B   3900  7.00      9.041667    14.579554
7     Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8    Jayson Werth  WSH  OF   3600 40.00      6.260870     5.777837
9  Randal Grichuk  STL  OF   3500 14.00      6.600000     6.211548
10  Marcell Ozuna  MIA  OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         17         0.0 0.00     1 0.349 0.191
8         23         0.0 0.00     2 0.338 0.121
9         25         0.0 0.00     2 0.289 0.128
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 131.8 (20)"
        Lineup (130) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Tanner Roark  WSH   P   8700 20.5     15.308333     3.493339
2      Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
3       Geovany Soto  CWS   C   2900  0.0      4.888889     5.085382
4          Adam Lind  WSH  1B   3200  4.0      6.500000     6.608076
5      Daniel Murphy  WSH  2B   4700  9.0      9.807692    10.115411
6     Anthony Rendon  WSH  3B   3900  7.0      9.041667    14.579554
7   Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8  Giancarlo Stanton  MIA  OF   4200 32.0      9.037037     9.095567
9       Jayson Werth  WSH  OF   3600 40.0      6.260870     5.777837
10      Chris Heisey  WSH  OF   2600  2.0      5.666667     7.371115
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         26         0.0 0.00     2 0.391 0.304
8         27         0.0 0.00     4 0.354 0.259
9         23         0.0 0.00     2 0.338 0.121
10         3         0.0 0.00     6 0.207 0.138

[1] "Total fpts: 131.45 (21)"
        Lineup (139) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Tillman  BAL     P   8200 19.65           NaN           NA
2          Alex Cobb   TB     P   7700 15.80     12.125000     9.095974
3      Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4     Matt Carpenter  STL    1B   3900 16.00      8.826087     7.302877
5        Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6     Anthony Rendon  WSH    3B   3900  7.00      9.041667    14.579554
7       Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8  Andrew Benintendi  BOS    OF   4300 34.00      8.153846     6.595103
9    Gregory Polanco  PIT    OF   4200 14.00      6.565217     5.922423
10    Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0  0.0    NA 0.000 0.000
2          6         5.8  1.4    NA 0.000 0.000
3         22         0.0  0.0     5 0.299 0.082
4         23         0.0  0.0     3 0.397 0.235
5         18         0.0  0.0     4 0.476 0.347
6         24         0.0  0.0     4 0.371 0.187
7         23         0.0  0.0     6 0.324 0.184
8         26         0.0  0.0     4 0.359 0.147
9         23         0.0  0.0     4 0.295 0.096
10        25         0.0  0.0     2 0.289 0.128

[1] "Total fpts: 129.35 (22)"
      Lineup (116) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2    Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
3       Sandy Leon  BOS     C   2800 34.00      5.785714     8.692867
4   Mitch Moreland  BOS    1B   3800 20.00      7.222222     6.606135
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6    Deven Marrero  BOS    3B   2600  0.00           NaN           NA
7      Trea Turner  WSH    SS   5100  0.00     11.588235    11.651496
8     Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9   Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
10     Chris Young  BOS    OF   3000 16.00      7.571429     7.602776
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         14         0.0 0.00     8 0.260 0.131
4         27         0.0 0.00     6 0.360 0.184
5         14         0.0 0.00     1 0.276 0.151
6          0         0.0 0.00     9 0.720 0.000
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.331 0.133
9         25         0.0 0.00     2 0.289 0.128
10        14         0.0 0.00     7 0.351 0.143

[1] "Total fpts: 127.5 (23)"
         Lineup (20) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3        Kurt Suzuki  ATL     C   2400  2.0      6.500000     7.027723
4    Freddie Freeman  ATL    1B   4800 25.0     12.481481    10.728719
5       Jose Ramirez  CLE 2B/3B   4200  0.0      9.416667     9.815324
6      Adonis Garcia  ATL    3B   3300 13.0      6.192308     5.720274
7        Trea Turner  WSH    SS   5100  0.0     11.588235    11.651496
8  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
9          Matt Kemp  ATL    OF   4000 10.0     11.117647    12.004595
10     Nick Markakis  ATL    OF   3500  5.0      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         10         0.0 0.00     6 0.318 0.081
4         27         0.0 0.00     3 0.495 0.386
5         24         0.0 0.00     5 0.402 0.245
6         26         0.0 0.00     2 0.267 0.110
7         17         0.0 0.00     1 0.349 0.191
8         27         0.0 0.00     4 0.354 0.259
9         17         0.0 0.00     4 0.421 0.338
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 127.05 (24)"
        Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
2     Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3     Russell Martin  TOR     C   3300  5.00      6.285714     5.235865
4        Eric Thames  MIL    1B   4900 26.00     12.000000     9.868364
5         Dee Gordon  MIA    2B   3800  0.00      8.760000     6.385400
6       Miguel Rojas  MIA 3B/SS   2800  0.00      7.866667     6.947422
7       Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9   Christian Yelich  MIA    OF   3900 11.00      8.444444     7.443807
10     Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         27         0.0 0.00     2 0.463 0.385
5         25         0.0 0.00     1 0.307 0.068
6         15         0.0 0.00     5 0.366 0.063
7         23         0.0 0.00     6 0.324 0.184
8         27         0.0 0.00     4 0.354 0.259
9         27         0.0 0.00     2 0.312 0.114
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 126.1 (25)"
     Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chris Tillman  BAL   P   8200 19.65           NaN           NA
2   Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3  Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4       Adam Lind  WSH  1B   3200  4.00      6.500000     6.608076
5   Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6  Anthony Rendon  WSH  3B   3900  7.00      9.041667    14.579554
7    Aledmys Diaz  STL  SS   3800  0.00      7.913043     9.783628
8    Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9    Jayson Werth  WSH  OF   3600 40.00      6.260870     5.777837
10   Chris Heisey  WSH  OF   2600  2.00      5.666667     7.371115
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         23         0.0 0.00     6 0.324 0.184
8         25         0.0 0.00     1 0.331 0.133
9         23         0.0 0.00     2 0.338 0.121
10         3         0.0 0.00     6 0.207 0.138

[1] "Total fpts: 125.2 (26)"
         Lineup (37) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2       Tanner Roark  WSH     P   8700 20.5     15.308333     3.493339
3     Francisco Pena  BAL     C   2600  8.0           NaN           NA
4     Carlos Santana  CLE    1B   4100 13.0      7.230769     7.388140
5       Jose Ramirez  CLE 2B/3B   4200  0.0      9.416667     9.815324
6      Ryan Flaherty  BAL 3B/SS   2600  0.0      4.000000     3.915780
7           JJ Hardy  BAL    SS   3000  0.0      3.962963     5.041989
8         Adam Jones  BAL    OF   4200  9.0      7.137931     6.277648
9  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
10      Joey Rickard  BAL    OF   2900 18.0      6.600000     6.308724
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         26         0.0 0.00     1 0.303 0.142
5         24         0.0 0.00     5 0.402 0.245
6          4         0.0 0.00     9 0.257 0.000
7         27         0.0 0.00     7 0.219 0.060
8         29         0.0 0.00     2 0.319 0.135
9         27         0.0 0.00     4 0.354 0.259
10         5         0.0 0.00     1 0.248 0.067

[1] "Total fpts: 123.55 (27)"
        Lineup (104) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2       Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3     Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4      Kennys Vargas  MIN    1B   3700 16.00      9.571429     8.941610
5     Ehire Adrianza  MIN 2B/SS   2200  2.00           NaN           NA
6        Miguel Sano  MIN    3B   4400  2.00     11.208333     9.278208
7      Jorge Polanco  MIN    SS   3100 12.00      6.318182     4.390318
8       Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
10   Robbie Grossman  MIN    OF   3300  6.00      7.944444     6.235310
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4          7         0.0 0.00     4 0.363 0.226
5          0         0.0 0.00     9 0.000 0.000
6         24         0.0 0.00     3 0.463 0.354
7         22         0.0 0.00     2 0.288 0.096
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        18         0.0 0.00     1 0.371 0.139

[1] "Total fpts: 122.1 (28)"
        Lineup (126) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Tillman  BAL     P   8200 19.65           NaN           NA
2      Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3      Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4  Edwin Encarnacion  CLE    1B   4400  5.00      6.461538     6.357552
5         Dee Gordon  MIA    2B   3800  0.00      8.760000     6.385400
6       Miguel Rojas  MIA 3B/SS   2800  0.00      7.866667     6.947422
7    Xander Bogaerts  BOS    SS   4400 25.00      7.652174     4.657435
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9   Christian Yelich  MIA    OF   3900 11.00      8.444444     7.443807
10     Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         26         0.0 0.00     4 0.325 0.165
5         25         0.0 0.00     1 0.307 0.068
6         15         0.0 0.00     5 0.366 0.063
7         23         0.0 0.00     3 0.351 0.051
8         27         0.0 0.00     4 0.354 0.259
9         27         0.0 0.00     2 0.312 0.114
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 119.35 (29)"
      Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2   Michael Wacha  STL   P   7600 17.30     17.880000     5.178996
3       Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4       Adam Lind  WSH  1B   3200  4.00      6.500000     6.608076
5   Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6  Anthony Rendon  WSH  3B   3900  7.00      9.041667    14.579554
7     Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8    Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9    Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
10   Jayson Werth  WSH  OF   3600 40.00      6.260870     5.777837
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     3 0.356 0.109
10        23         0.0 0.00     2 0.338 0.121

[1] "Total fpts: 116.45 (30)"
        Lineup (36) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2    Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3         Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4   Freddie Freeman  ATL  1B   4800 25.00     12.481481    10.728719
5       Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6     Adonis Garcia  ATL  3B   3300 13.00      6.192308     5.720274
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8         Matt Kemp  ATL  OF   4000 10.00     11.117647    12.004595
9    Ender Inciarte  ATL  OF   3700  8.00      9.407407     8.563156
10    Nick Markakis  ATL  OF   3500  5.00      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         27         0.0 0.00     3 0.495 0.386
5         26         0.0 0.00     2 0.321 0.119
6         26         0.0 0.00     2 0.267 0.110
7         26         0.0 0.00     2 0.391 0.304
8         17         0.0 0.00     4 0.421 0.338
9         27         0.0 0.00     1 0.325 0.192
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 114.5 (31)"
          Lineup (1) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3     Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4        Eric Hosmer   KC    1B   3800  6.0      6.444444     5.686241
5    Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7   Francisco Lindor  CLE    SS   4700  0.0     10.192308     9.478478
8       Mookie Betts  BOS    OF   5300 24.0      6.920000     7.421366
9  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
10      Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        26         0.0 0.00     3 0.356 0.109

[1] "Total fpts: 113.95 (32)"
      Lineup (114) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
2    Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3        Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4   Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5     Jason Kipnis  CLE  2B   4100  0.00      4.166667     4.448357
6    Manny Machado  BAL  3B   5000  9.00      8.965517     8.222281
7  Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8   Randal Grichuk  STL  OF   3500 14.00      6.600000     6.211548
9  Abraham Almonte  CLE  OF   3100  2.00      5.294118     5.860511
10   Brandon Guyer  CLE  OF   3000  8.00      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         12         0.0 0.00     6 0.206 0.022
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     2 0.289 0.128
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 113.5 (33)"
          Lineup (7) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3     Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4     Carlos Santana  CLE    1B   4100 13.0      7.230769     7.388140
5         Dee Gordon  MIA    2B   3800  0.0      8.760000     6.385400
6       Miguel Rojas  MIA 3B/SS   2800  0.0      7.866667     6.947422
7        Trea Turner  WSH    SS   5100  0.0     11.588235    11.651496
8  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
9   Christian Yelich  MIA    OF   3900 11.0      8.444444     7.443807
10     Marcell Ozuna  MIA    OF   3300 12.0      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         26         0.0 0.00     1 0.303 0.142
5         25         0.0 0.00     1 0.307 0.068
6         15         0.0 0.00     5 0.366 0.063
7         17         0.0 0.00     1 0.349 0.191
8         27         0.0 0.00     4 0.354 0.259
9         27         0.0 0.00     2 0.312 0.114
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 111.45 (34)"
        Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2    Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3         Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4    Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5       Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6     Manny Machado  BAL  3B   5000  9.00      8.965517     8.222281
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8      Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9   Abraham Almonte  CLE  OF   3100  2.00      5.294118     5.860511
10    Brandon Guyer  CLE  OF   3000  8.00      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         26         0.0 0.00     2 0.321 0.119
6         29         0.0 0.00     3 0.355 0.261
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 110.75 (35)"
      Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2   Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
3  Russell Martin  TOR   C   3300  5.00      6.285714     5.235865
4       Adam Lind  WSH  1B   3200  4.00      6.500000     6.608076
5   Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6  Anthony Rendon  WSH  3B   3900  7.00      9.041667    14.579554
7    Jordy Mercer  PIT  SS   3000  3.00      5.653846     5.403275
8    Jayson Werth  WSH  OF   3600 40.00      6.260870     5.777837
9   Marcell Ozuna  MIA  OF   3300 12.00      9.964286     9.543204
10   Chris Heisey  WSH  OF   2600  2.00      5.666667     7.371115
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         26         0.0 0.00     2 0.299 0.094
8         23         0.0 0.00     2 0.338 0.121
9         28         0.0 0.00     3 0.411 0.279
10         3         0.0 0.00     6 0.207 0.138

[1] "Total fpts: 109.45 (36)"
         Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2     Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3        Jesus Sucre   TB   C   2500  0.00      6.714286     7.250616
4     Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5        Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6      Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7        Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8       Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9  Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
10   Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        25         0.0 0.00     1 0.381 0.243

[1] "Total fpts: 108.5 (37)"
         Lineup (19) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3     Russell Martin  TOR     C   3300  5.0      6.285714     5.235865
4    Kendrys Morales  TOR    1B   3400  0.0      7.214286     8.590939
5      Darwin Barney  TOR 2B/3B   2300 14.0      5.500000     3.937004
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7        Trea Turner  WSH    SS   5100  0.0     11.588235    11.651496
8      Jose Bautista  TOR    OF   4200  0.0      6.111111     5.872579
9  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
10      Kevin Pillar  TOR    OF   3100 17.0      8.321429     8.037199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         28         0.0 0.00     4 0.319 0.197
5         14         0.0 0.00     9 0.308 0.039
6         23         0.0 0.00     2 0.339 0.250
7         17         0.0 0.00     1 0.349 0.191
8         27         0.0 0.00     2 0.259 0.093
9         27         0.0 0.00     4 0.354 0.259
10        28         0.0 0.00     1 0.360 0.193

[1] "Total fpts: 107.5 (38)"
        Lineup (86) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2     Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3       Kurt Suzuki  ATL     C   2400  2.00      6.500000     7.027723
4   Freddie Freeman  ATL    1B   4800 25.00     12.481481    10.728719
5       Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6     Adonis Garcia  ATL    3B   3300 13.00      6.192308     5.720274
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8      Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9         Matt Kemp  ATL    OF   4000 10.00     11.117647    12.004595
10    Nick Markakis  ATL    OF   3500  5.00      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         10         0.0 0.00     6 0.318 0.081
4         27         0.0 0.00     3 0.495 0.386
5         18         0.0 0.00     4 0.476 0.347
6         26         0.0 0.00     2 0.267 0.110
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         17         0.0 0.00     4 0.421 0.338
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 105.5 (39)"
         Lineup (21) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR   P   4800 15.8           NaN           NA
3       Geovany Soto  CWS   C   2900  0.0      4.888889     5.085382
4         Cody Asche  CWS  1B   3000  0.0      3.769231     4.833112
5     Tyler Saladino  CWS  2B   3900  3.0      5.222222     4.965239
6       Todd Frazier  CWS  3B   4700  6.0      7.055556     7.214954
7   Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8       Mookie Betts  BOS  OF   5300 24.0      6.920000     7.421366
9  Giancarlo Stanton  MIA  OF   4200 32.0      9.037037     9.095567
10    Avisail Garcia  CWS  OF   3800  0.0      9.760000     8.714356
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         13         0.0 0.00     6 0.183 0.077
5         18         0.0 0.00     7 0.275 0.064
6         18         0.0 0.00     5 0.293 0.192
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        25         0.0 0.00     4 0.421 0.210

[1] "Total fpts: 104.5 (40)"
          Lineup (5) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR   P   4800 15.8           NaN           NA
3          Yan Gomes  CLE   C   2800  7.0      4.875000     4.145278
4     Carlos Santana  CLE  1B   4100 13.0      7.230769     7.388140
5    Jonathan Villar  MIL  2B   4000 10.0      7.689655     8.328537
6     Mike Moustakas   KC  3B   3600  0.0      7.695652     6.108376
7   Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8   Michael Brantley  CLE  OF   4600  0.0      9.571429     7.433515
9  Giancarlo Stanton  MIA  OF   4200 32.0      9.037037     9.095567
10   Abraham Almonte  CLE  OF   3100  2.0      5.294118     5.860511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         29         0.0 0.00     1 0.256 0.126
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.391 0.304
8         21         0.0 0.00     3 0.362 0.196
9         27         0.0 0.00     4 0.354 0.259
10        17         0.0 0.00     9 0.322 0.113

[1] "Total fpts: 103.75 (41)"
         Lineup (88) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Wacha  STL   P   7600 17.30     17.880000     5.178996
2      Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3          Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4     Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5      Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6      Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7   Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8  Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
9    Abraham Almonte  CLE  OF   3100  2.00      5.294118     5.860511
10     Brandon Guyer  CLE  OF   3000  8.00      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         26         0.0 0.00     3 0.404 0.220
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         27         0.0 0.00     4 0.354 0.259
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 103.5 (42)"
         Lineup (24) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3        Rene Rivera  NYM     C   2300  3.0      6.363636     6.652409
4      Wilmer Flores  NYM 1B/3B   3200  0.0      7.250000     7.401737
5        Neil Walker  NYM    2B   3600  4.0      6.107143     6.148407
6         Jose Reyes  NYM    3B   4000  0.0      7.038462     7.079439
7        Trea Turner  WSH    SS   5100  0.0     11.588235    11.651496
8       Mookie Betts  BOS    OF   5300 24.0      6.920000     7.421366
9  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
10 Curtis Granderson  NYM    OF   3500  0.0      5.240000     6.546500
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         11         0.0 0.00     8 0.306 0.087
4          8         0.0 0.00     7 0.244 0.143
5         28         0.0 0.00     4 0.275 0.119
6         26         0.0 0.00     6 0.278 0.151
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     4 0.354 0.259
10        25         0.0 0.00     5 0.212 0.129

[1] "Total fpts: 101.5 (43)"
        Lineup (48) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2       Joe Biagini  TOR     P   4800 15.8           NaN           NA
3    Francisco Pena  BAL     C   2600  8.0           NaN           NA
4      Trey Mancini  BAL 1B/OF   3200 11.0      9.933333    11.695339
5   Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6     Ryan Flaherty  BAL 3B/SS   2600  0.0      4.000000     3.915780
7          JJ Hardy  BAL    SS   3000  0.0      3.962963     5.041989
8      Mookie Betts  BOS    OF   5300 24.0      6.920000     7.421366
9  Michael Conforto  NYM    OF   4000  0.0     12.444444    10.118255
10     Joey Rickard  BAL    OF   2900 18.0      6.600000     6.308724
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         15         0.0 0.00     6 0.373 0.367
5         14         0.0 0.00     1 0.276 0.151
6          4         0.0 0.00     9 0.257 0.000
7         27         0.0 0.00     7 0.219 0.060
8         25         0.0 0.00     1 0.331 0.133
9         18         0.0 0.00     1 0.455 0.316
10         5         0.0 0.00     1 0.248 0.067

[1] "Total fpts: 99.4 (44)"
      Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Tillman  BAL   P   8200 19.65           NaN           NA
2   Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3        Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4   Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5      Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6    Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7  Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8  Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
9     Steven Souza   TB  OF   3600  5.00      7.071429     6.486045
10  Randal Grichuk  STL  OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0           0    0    NA 0.000 0.000
2          0           0    0    NA 0.000 0.000
3         16           0    0     8 0.284 0.100
4         22           0    0     4 0.393 0.264
5         26           0    0     2 0.321 0.119
6         28           0    0     3 0.316 0.172
7         23           0    0     3 0.351 0.051
8         25           0    0     1 0.381 0.243
9         28           0    0     5 0.369 0.177
10        25           0    0     2 0.289 0.128

[1] "Total fpts: 97.95 (45)"
       Lineup (58) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
2    Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3   Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Xander Bogaerts  BOS    SS   4400 25.00      7.652174     4.657435
8    Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9     Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10  Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         23         0.0 0.00     3 0.351 0.051
8         23         0.0 0.00     1 0.278 0.069
9         26         0.0 0.00     3 0.356 0.109
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 96.75 (46)"
      Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
2   Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3   Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4  Matt Carpenter  STL    1B   3900 16.00      8.826087     7.302877
5     Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6   Manny Machado  BAL    3B   5000  9.00      8.965517     8.222281
7    Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8     Jorge Soler   KC    OF   3500  2.00           NaN           NA
9  Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
10  Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         23         0.0 0.00     3 0.397 0.235
5         18         0.0 0.00     4 0.476 0.347
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     6 0.324 0.184
8          0         0.0 0.00     6 0.000 0.000
9         25         0.0 0.00     2 0.289 0.128
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 96.3 (47)"
       Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tanner Roark  WSH     P   8700 20.5     15.308333     3.493339
2       Joe Biagini  TOR     P   4800 15.8           NaN           NA
3       Kurt Suzuki  ATL     C   2400  2.0      6.500000     7.027723
4   Freddie Freeman  ATL    1B   4800 25.0     12.481481    10.728719
5     Jace Peterson  ATL 2B/OF   3000 11.0      4.600000     3.832194
6    Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7  Francisco Lindor  CLE    SS   4700  0.0     10.192308     9.478478
8         Matt Kemp  ATL    OF   4000 10.0     11.117647    12.004595
9      Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
10    Nick Markakis  ATL    OF   3500  5.0      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         10         0.0 0.00     6 0.318 0.081
4         27         0.0 0.00     3 0.495 0.386
5         15         0.0 0.00     7 0.290 0.098
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.391 0.304
8         17         0.0 0.00     4 0.421 0.338
9         26         0.0 0.00     3 0.356 0.109
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 95.2 (48)"
       Lineup (147) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Tillman  BAL     P   8200 19.65           NaN           NA
2       Zach Davies  MIL     P   7200 22.55      8.625000    10.010682
3         Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4    Carlos Santana  CLE    1B   4100 13.00      7.230769     7.388140
5       Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6     Maikel Franco  PHI    3B   3800  2.00      8.230769     8.026495
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8     Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
9   Abraham Almonte  CLE    OF   3100  2.00      5.294118     5.860511
10    Brandon Guyer  CLE    OF   3000  8.00      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          6         4.9 1.82    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         18         0.0 0.00     4 0.476 0.347
6         26         0.0 0.00     4 0.300 0.161
7         26         0.0 0.00     2 0.391 0.304
8         28         0.0 0.00     3 0.411 0.279
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 94.55 (49)"
         Lineup (82) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ervin Santana  MIN     P   9700  4.10     28.510000     9.054930
2      Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3          Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4    Freddie Freeman  ATL    1B   4800 25.00     12.481481    10.728719
5    Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6     Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7    Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9       Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10       Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         27         0.0 0.00     3 0.495 0.386
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         27         0.0 0.00     4 0.354 0.259
9         26         0.0 0.00     3 0.356 0.109
10        26         0.0 0.00     8 0.236 0.049

[1] "Total fpts: 94.45 (50)"
        Lineup (45) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2    Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3    Russell Martin  TOR     C   3300  5.00      6.285714     5.235865
4    Logan Morrison   TB    1B   3300  0.00      9.590909     8.370351
5  Daniel Robertson   TB 2B/3B   2500  9.00      5.000000     5.363696
6     Evan Longoria   TB    3B   4100  0.00      7.321429     6.554917
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8      Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9      Steven Souza   TB    OF   3600  5.00      7.071429     6.486045
10     Colby Rasmus   TB    OF   3400  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         22         0.0 0.00     4 0.393 0.264
5         14         0.0 0.00     7 0.322 0.200
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         28         0.0 0.00     5 0.369 0.177
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 93.75 (51)"
         Lineup (39) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3           AJ Ellis  MIA     C   2300  3.00      4.200000     3.701351
4       Tommy Joseph  PHI    1B   3600  0.00      5.809524     5.801888
5    Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6      Maikel Franco  PHI    3B   3800  2.00      8.230769     8.026495
7      Freddy Galvis  PHI    SS   3300 11.00      7.153846     5.910616
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9     Odubel Herrera  PHI    OF   3600 12.00      6.833333     4.082483
10  Michael Saunders  PHI    OF   3400  5.00      6.761905     6.677610
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3          5         0.0 0.00     7 0.188 0.000
4         21         0.0 0.00     6 0.276 0.128
5         14         0.0 0.00     1 0.276 0.151
6         26         0.0 0.00     4 0.300 0.161
7         26         0.0 0.00     7 0.311 0.191
8         27         0.0 0.00     4 0.354 0.259
9         24         0.0 0.00     3 0.314 0.143
10        21         0.0 0.00     5 0.290 0.131

[1] "Total fpts: 93.75 (52)"
         Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
2      Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3     Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4        Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5        Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6     Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7       Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9       Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10       Jorge Soler   KC    OF   3500  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         18         0.0 0.00     4 0.476 0.347
6         23         0.0 0.00     2 0.339 0.250
7         23         0.0 0.00     6 0.324 0.184
8         27         0.0 0.00     4 0.354 0.259
9         26         0.0 0.00     3 0.356 0.109
10         0         0.0 0.00     6 0.000 0.000

[1] "Total fpts: 93.5 (53)"
         Lineup (14) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2        Joe Biagini  TOR     P   4800 15.8           NaN           NA
3       Geovany Soto  CWS     C   2900  0.0      4.888889     5.085382
4         Jose Abreu  CWS    1B   4900  2.0      8.400000     8.426150
5     Yolmer Sanchez  CWS 2B/3B   2800  9.0      8.500000     5.744563
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7        Trea Turner  WSH    SS   5100  0.0     11.588235    11.651496
8      Melky Cabrera  CWS    OF   4500  5.0      5.782609     4.199096
9  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
10      Leury Garcia  CWS    OF   3100  5.0      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         25         0.0 0.00     3 0.367 0.220
5          4         0.0 0.00     9 0.301 0.182
6         23         0.0 0.00     2 0.339 0.250
7         17         0.0 0.00     1 0.349 0.191
8         23         0.0 0.00     1 0.278 0.069
9         27         0.0 0.00     4 0.354 0.259
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 93.5 (54)"
        Lineup (31) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2       Joe Biagini  TOR   P   4800 15.8           NaN           NA
3         Yan Gomes  CLE   C   2800  7.0      4.875000     4.145278
4         Adam Lind  WSH  1B   3200  4.0      6.500000     6.608076
5     Daniel Murphy  WSH  2B   4700  9.0      9.807692    10.115411
6    Anthony Rendon  WSH  3B   3900  7.0      9.041667    14.579554
7  Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8      Mookie Betts  BOS  OF   5300 24.0      6.920000     7.421366
9    Michael Taylor  WSH  OF   3700  0.0      6.454545     6.817091
10     Chris Heisey  WSH  OF   2600  2.0      5.666667     7.371115
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         11         0.0 0.00     7 0.278 0.082
10         3         0.0 0.00     6 0.207 0.138

[1] "Total fpts: 92.75 (55)"
          Lineup (27) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2       Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
3           Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4      Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5         Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6       Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7  Adeiny Hechavarria  MIA  SS   2400 17.00      5.307692     6.033029
8   Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
9        Steven Souza   TB  OF   3600  5.00      7.071429     6.486045
10       Colby Rasmus   TB  OF   3400  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         13         0.0 0.00     8 0.279 0.070
8         27         0.0 0.00     4 0.354 0.259
9         28         0.0 0.00     5 0.369 0.177
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 92.55 (56)"
         Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2       Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3          Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4        Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5         Dee Gordon  MIA    2B   3800  0.00      8.760000     6.385400
6       Miguel Rojas  MIA 3B/SS   2800  0.00      7.866667     6.947422
7   Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9   Christian Yelich  MIA    OF   3900 11.00      8.444444     7.443807
10     Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         27         0.0 0.00     4 0.310 0.117
5         25         0.0 0.00     1 0.307 0.068
6         15         0.0 0.00     5 0.366 0.063
7         26         0.0 0.00     2 0.391 0.304
8         27         0.0 0.00     4 0.354 0.259
9         27         0.0 0.00     2 0.312 0.114
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 91.55 (57)"
      Lineup (133) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ervin Santana  MIN   P   9700  4.10     28.510000     9.054930
2    Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3   Russell Martin  TOR   C   3300  5.00      6.285714     5.235865
4        Adam Lind  WSH  1B   3200  4.00      6.500000     6.608076
5    Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6   Anthony Rendon  WSH  3B   3900  7.00      9.041667    14.579554
7      Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8  Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
9     Jayson Werth  WSH  OF   3600 40.00      6.260870     5.777837
10     Jorge Soler   KC  OF   3500  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.381 0.243
9         23         0.0 0.00     2 0.338 0.121
10         0         0.0 0.00     6 0.000 0.000

[1] "Total fpts: 91 (58)"
      Lineup (78) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Danny Duffy   KC   P   8400 12.2     13.575000    13.665971
2       Alex Cobb   TB   P   7700 15.8     12.125000     9.095974
3  Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4     Eric Hosmer   KC  1B   3800  6.0      6.444444     5.686241
5     Kolten Wong  STL  2B   3500  7.0      7.681818     6.319933
6  Mike Moustakas   KC  3B   3600  0.0      7.695652     6.108376
7   Jorge Polanco  MIN  SS   3100 12.0      6.318182     4.390318
8    Mookie Betts  BOS  OF   5300 24.0      6.920000     7.421366
9    Lorenzo Cain   KC  OF   3900  7.0      7.538462     4.997846
10    Jorge Soler   KC  OF   3500  2.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.2 1.38    NA 0.000 0.000
2          6         5.8 1.40    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         22         0.0 0.00     1 0.353 0.146
6         23         0.0 0.00     2 0.339 0.250
7         22         0.0 0.00     2 0.288 0.096
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     3 0.356 0.109
10         0         0.0 0.00     6 0.000 0.000

[1] "Total fpts: 90.55 (59)"
       Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2     Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3   Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4  Freddie Freeman  ATL    1B   4800 25.00     12.481481    10.728719
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6    Adonis Garcia  ATL    3B   3300 13.00      6.192308     5.720274
7      Trea Turner  WSH    SS   5100  0.00     11.588235    11.651496
8        Matt Kemp  ATL    OF   4000 10.00     11.117647    12.004595
9   Ender Inciarte  ATL    OF   3700  8.00      9.407407     8.563156
10   Nick Markakis  ATL    OF   3500  5.00      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     3 0.495 0.386
5         14         0.0 0.00     1 0.276 0.151
6         26         0.0 0.00     2 0.267 0.110
7         17         0.0 0.00     1 0.349 0.191
8         17         0.0 0.00     4 0.421 0.338
9         27         0.0 0.00     1 0.325 0.192
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 90.55 (60)"
        Lineup (87) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3    Russell Martin  TOR     C   3300  5.00      6.285714     5.235865
4   Kendrys Morales  TOR    1B   3400  0.00      7.214286     8.590939
5     Darwin Barney  TOR 2B/3B   2300 14.00      5.500000     3.937004
6      Todd Frazier  CWS    3B   4700  6.00      7.055556     7.214954
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8      Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9     Jose Bautista  TOR    OF   4200  0.00      6.111111     5.872579
10     Kevin Pillar  TOR    OF   3100 17.00      8.321429     8.037199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         28         0.0 0.00     4 0.319 0.197
5         14         0.0 0.00     9 0.308 0.039
6         18         0.0 0.00     5 0.293 0.192
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         27         0.0 0.00     2 0.259 0.093
10        28         0.0 0.00     1 0.360 0.193

[1] "Total fpts: 90.45 (61)"
       Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Tillman  BAL   P   8200 19.65           NaN           NA
2      Joe Biagini  TOR   P   4800 15.80           NaN           NA
3   Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5  Jonathan Villar  MIL  2B   4000 10.00      7.689655     8.328537
6   Mike Moustakas   KC  3B   3600  0.00      7.695652     6.108376
7  Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8    Jose Bautista  TOR  OF   4200  0.00      6.111111     5.872579
9     Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
10     Jorge Soler   KC  OF   3500  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         29         0.0 0.00     1 0.256 0.126
6         23         0.0 0.00     2 0.339 0.250
7         23         0.0 0.00     3 0.351 0.051
8         27         0.0 0.00     2 0.259 0.093
9         26         0.0 0.00     3 0.356 0.109
10         0         0.0 0.00     6 0.000 0.000

[1] "Total fpts: 88.5 (62)"
        Lineup (12) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2       Joe Biagini  TOR     P   4800 15.8           NaN           NA
3    Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4       Chris Davis  BAL    1B   4500  4.0      6.607143     6.887129
5   Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6     Manny Machado  BAL    3B   5000  9.0      8.965517     8.222281
7  Francisco Lindor  CLE    SS   4700  0.0     10.192308     9.478478
8       Mark Trumbo  BAL    OF   4300  3.0      6.275862     6.755403
9        Adam Jones  BAL    OF   4200  9.0      7.137931     6.277648
10     Joey Rickard  BAL    OF   2900 18.0      6.600000     6.308724
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         28         0.0 0.00     5 0.341 0.170
5         14         0.0 0.00     1 0.276 0.151
6         29         0.0 0.00     3 0.355 0.261
7         26         0.0 0.00     2 0.391 0.304
8         29         0.0 0.00     4 0.268 0.086
9         29         0.0 0.00     2 0.319 0.135
10         5         0.0 0.00     1 0.248 0.067

[1] "Total fpts: 88.3 (63)"
         Lineup (91) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Alex Cobb   TB     P   7700 15.8     12.125000     9.095974
2          RA Dickey  ATL     P   6900  3.5     13.110000     4.497972
3     Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4        Eric Hosmer   KC    1B   3800  6.0      6.444444     5.686241
5    Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7       Jordy Mercer  PIT    SS   3000  3.0      5.653846     5.403275
8  Andrew Benintendi  BOS    OF   4300 34.0      8.153846     6.595103
9    Gregory Polanco  PIT    OF   4200 14.0      6.565217     5.922423
10      Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.8 1.40    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.299 0.094
8         26         0.0 0.00     4 0.359 0.147
9         23         0.0 0.00     4 0.295 0.096
10        26         0.0 0.00     3 0.356 0.109

[1] "Total fpts: 87.85 (64)"
         Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2        Joe Biagini  TOR   P   4800 15.80           NaN           NA
3          Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4     Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5       Jason Kipnis  CLE  2B   4100  0.00      4.166667     4.448357
6       Todd Frazier  CWS  3B   4700  6.00      7.055556     7.214954
7       Aledmys Diaz  STL  SS   3800  0.00      7.913043     9.783628
8  Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
9    Abraham Almonte  CLE  OF   3100  2.00      5.294118     5.860511
10     Brandon Guyer  CLE  OF   3000  8.00      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         12         0.0 0.00     6 0.206 0.022
6         18         0.0 0.00     5 0.293 0.192
7         23         0.0 0.00     6 0.324 0.184
8         27         0.0 0.00     4 0.354 0.259
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 87.8 (65)"
     Lineup (83) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Tanner Roark  WSH     P   8700 20.5     15.308333     3.493339
2  Michael Wacha  STL     P   7600 17.3     17.880000     5.178996
3      Yan Gomes  CLE     C   2800  7.0      4.875000     4.145278
4    Chris Davis  BAL    1B   4500  4.0      6.607143     6.887129
5   Jose Ramirez  CLE 2B/3B   4200  0.0      9.416667     9.815324
6  Manny Machado  BAL    3B   5000  9.0      8.965517     8.222281
7    Trea Turner  WSH    SS   5100  0.0     11.588235    11.651496
8    Mark Trumbo  BAL    OF   4300  3.0      6.275862     6.755403
9     Adam Jones  BAL    OF   4200  9.0      7.137931     6.277648
10  Joey Rickard  BAL    OF   2900 18.0      6.600000     6.308724
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         28         0.0 0.00     5 0.341 0.170
5         24         0.0 0.00     5 0.402 0.245
6         29         0.0 0.00     3 0.355 0.261
7         17         0.0 0.00     1 0.349 0.191
8         29         0.0 0.00     4 0.268 0.086
9         29         0.0 0.00     2 0.319 0.135
10         5         0.0 0.00     1 0.248 0.067

[1] "Total fpts: 87.8 (66)"
      Lineup (123) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH   P   8700 20.5     15.308333     3.493339
2    Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
3        Yan Gomes  CLE   C   2800  7.0      4.875000     4.145278
4       Jose Abreu  CWS  1B   4900  2.0      8.400000     8.426150
5      Brad Miller   TB  2B   3700  0.0      7.423077     6.824503
6     Todd Frazier  CWS  3B   4700  6.0      7.055556     7.214954
7  Xander Bogaerts  BOS  SS   4400 25.0      7.652174     4.657435
8    Melky Cabrera  CWS  OF   4500  5.0      5.782609     4.199096
9   Avisail Garcia  CWS  OF   3800  0.0      9.760000     8.714356
10    Leury Garcia  CWS  OF   3100  5.0      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         25         0.0 0.00     3 0.367 0.220
5         26         0.0 0.00     2 0.321 0.119
6         18         0.0 0.00     5 0.293 0.192
7         23         0.0 0.00     3 0.351 0.051
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     4 0.421 0.210
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 87.5 (67)"
       Lineup (28) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2      Joe Biagini  TOR     P   4800 15.8           NaN           NA
3        Yan Gomes  CLE     C   2800  7.0      4.875000     4.145278
4  Freddie Freeman  ATL    1B   4800 25.0     12.481481    10.728719
5  Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6    Manny Machado  BAL    3B   5000  9.0      8.965517     8.222281
7  Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8      Alex Gordon   KC    OF   3600  2.0      4.384615     3.589729
9      Jorge Soler   KC    OF   3500  2.0           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         27         0.0 0.00     3 0.495 0.386
5         14         0.0 0.00     1 0.276 0.151
6         29         0.0 0.00     3 0.355 0.261
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 87.5 (68)"
        Lineup (30) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2       Joe Biagini  TOR   P   4800 15.8           NaN           NA
3    Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4    Carlos Santana  CLE  1B   4100 13.0      7.230769     7.388140
5   Cesar Hernandez  PHI  2B   3600  5.0     10.440000     7.703246
6     Maikel Franco  PHI  3B   3800  2.0      8.230769     8.026495
7       Trea Turner  WSH  SS   5100  0.0     11.588235    11.651496
8    Odubel Herrera  PHI  OF   3600 12.0      6.833333     4.082483
9  Michael Saunders  PHI  OF   3400  5.0      6.761905     6.677610
10      Daniel Nava  PHI  OF   3100  5.0      7.375000     1.767767
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         26         0.0 0.00     1 0.303 0.142
5         25         0.0 0.00     1 0.387 0.169
6         26         0.0 0.00     4 0.300 0.161
7         17         0.0 0.00     1 0.349 0.191
8         24         0.0 0.00     3 0.314 0.143
9         21         0.0 0.00     5 0.290 0.131
10         8         0.0 0.00     2 0.428 0.205

[1] "Total fpts: 87.2 (69)"
     Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
2  Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3  Russell Martin  TOR   C   3300  5.00      6.285714     5.235865
4     Chris Davis  BAL  1B   4500  4.00      6.607143     6.887129
5     Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6   Manny Machado  BAL  3B   5000  9.00      8.965517     8.222281
7    Aledmys Diaz  STL  SS   3800  0.00      7.913043     9.783628
8     Mark Trumbo  BAL  OF   4300  3.00      6.275862     6.755403
9      Adam Jones  BAL  OF   4200  9.00      7.137931     6.277648
10   Joey Rickard  BAL  OF   2900 18.00      6.600000     6.308724
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.1 2.13    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         28         0.0 0.00     5 0.341 0.170
5         26         0.0 0.00     2 0.321 0.119
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     6 0.324 0.184
8         29         0.0 0.00     4 0.268 0.086
9         29         0.0 0.00     2 0.319 0.135
10         5         0.0 0.00     1 0.248 0.067

[1] "Total fpts: 86.8 (70)"
         Lineup (59) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Tanner Roark  WSH     P   8700 20.5     15.308333     3.493339
2      Michael Wacha  STL     P   7600 17.3     17.880000     5.178996
3      Yadier Molina  STL     C   3200  2.0      5.363636     4.215001
4        Eric Hosmer   KC    1B   3800  6.0      6.444444     5.686241
5    Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7    Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8  Giancarlo Stanton  MIA    OF   4200 32.0      9.037037     9.095567
9   Michael Conforto  NYM    OF   4000  0.0     12.444444    10.118255
10      Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         27         0.0 0.00     4 0.354 0.259
9         18         0.0 0.00     1 0.455 0.316
10        26         0.0 0.00     3 0.356 0.109

[1] "Total fpts: 85.45 (71)"
      Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2  Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3       Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4      Jose Abreu  CWS    1B   4900  2.00      8.400000     8.426150
5  Yolmer Sanchez  CWS 2B/3B   2800  9.00      8.500000     5.744563
6   Manny Machado  BAL    3B   5000  9.00      8.965517     8.222281
7    Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8   Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9  Avisail Garcia  CWS    OF   3800  0.00      9.760000     8.714356
10   Leury Garcia  CWS    OF   3100  5.00      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         25         0.0 0.00     3 0.367 0.220
5          4         0.0 0.00     9 0.301 0.182
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     6 0.324 0.184
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     4 0.421 0.210
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 85.35 (72)"
      Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Alex Cobb   TB   P   7700 15.80     12.125000     9.095974
2      Zach Davies  MIL   P   7200 22.55      8.625000    10.010682
3   Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5       Dee Gordon  MIA  2B   3800  0.00      8.760000     6.385400
6      Miguel Sano  MIN  3B   4400  2.00     11.208333     9.278208
7  Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8     Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
9      Jorge Soler   KC  OF   3500  2.00           NaN           NA
10 Jorge Bonifacio   KC  OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.8 1.40    NA 0.000 0.000
2          6         4.9 1.82    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         25         0.0 0.00     1 0.307 0.068
6         24         0.0 0.00     3 0.463 0.354
7         23         0.0 0.00     3 0.351 0.051
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 84.95 (73)"
       Lineup (85) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
2    Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3   Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5      Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6    Manny Machado  BAL  3B   5000  9.00      8.965517     8.222281
7  Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8      Alex Gordon   KC  OF   3600  2.00      4.384615     3.589729
9      Jorge Soler   KC  OF   3500  2.00           NaN           NA
10 Jorge Bonifacio   KC  OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         26         0.0 0.00     2 0.321 0.119
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     3 0.351 0.051
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 84.75 (74)"
       Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P   8400 12.20     13.575000    13.665971
2       Zach Davies  MIL     P   7200 22.55      8.625000    10.010682
3    Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4       Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5   Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7     Freddy Galvis  PHI    SS   3300 11.00      7.153846     5.910616
8         Matt Kemp  ATL    OF   4000 10.00     11.117647    12.004595
9      Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10 Christian Yelich  MIA    OF   3900 11.00      8.444444     7.443807
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.2 1.38    NA 0.000 0.000
2          6         4.9 1.82    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     7 0.311 0.191
8         17         0.0 0.00     4 0.421 0.338
9         26         0.0 0.00     3 0.356 0.109
10        27         0.0 0.00     2 0.312 0.114

[1] "Total fpts: 84.5 (75)"
        Lineup (49) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2       Joe Biagini  TOR     P   4800 15.8           NaN           NA
3      Andrew Knapp  PHI     C   3000  2.0      6.571429     7.590721
4      Tommy Joseph  PHI    1B   3600  0.0      5.809524     5.801888
5      Jose Ramirez  CLE 2B/3B   4200  0.0      9.416667     9.815324
6     Maikel Franco  PHI    3B   3800  2.0      8.230769     8.026495
7     Freddy Galvis  PHI    SS   3300 11.0      7.153846     5.910616
8      Mookie Betts  BOS    OF   5300 24.0      6.920000     7.421366
9  Michael Conforto  NYM    OF   4000  0.0     12.444444    10.118255
10 Michael Saunders  PHI    OF   3400  5.0      6.761905     6.677610
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3          7         0.0 0.00     8 0.392 0.222
4         21         0.0 0.00     6 0.276 0.128
5         24         0.0 0.00     5 0.402 0.245
6         26         0.0 0.00     4 0.300 0.161
7         26         0.0 0.00     7 0.311 0.191
8         25         0.0 0.00     1 0.331 0.133
9         18         0.0 0.00     1 0.455 0.316
10        21         0.0 0.00     5 0.290 0.131

[1] "Total fpts: 82.95 (76)"
      Lineup (107) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Tillman  BAL     P   8200 19.65           NaN           NA
2    Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
3   Francisco Pena  BAL     C   2600  8.00           NaN           NA
4   Carlos Santana  CLE    1B   4100 13.00      7.230769     7.388140
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8     Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
9      Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
10  Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         26         0.0 0.00     1 0.303 0.142
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     3 0.356 0.109
9         26         0.0 0.00     8 0.236 0.049
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 82.5 (77)"
        Lineup (13) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2       Joe Biagini  TOR     P   4800 15.8           NaN           NA
3    Russell Martin  TOR     C   3300  5.0      6.285714     5.235865
4       Eric Thames  MIL    1B   4900 26.0     12.000000     9.868364
5   Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6    Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7   Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8  Michael Conforto  NYM    OF   4000  0.0     12.444444    10.118255
9      Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
10      Alex Gordon   KC    OF   3600  2.0      4.384615     3.589729
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         27         0.0 0.00     2 0.463 0.385
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         18         0.0 0.00     1 0.455 0.316
9         26         0.0 0.00     3 0.356 0.109
10        26         0.0 0.00     8 0.236 0.049

[1] "Total fpts: 80.75 (78)"
          Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3           AJ Ellis  MIA     C   2300  3.00      4.200000     3.701351
4     Carlos Santana  CLE    1B   4100 13.00      7.230769     7.388140
5    Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6     Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7    Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9        Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
10   Jorge Bonifacio   KC    OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3          5         0.0 0.00     7 0.188 0.000
4         26         0.0 0.00     1 0.303 0.142
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         27         0.0 0.00     4 0.354 0.259
9         26         0.0 0.00     8 0.236 0.049
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 80.75 (79)"
         Lineup (33) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3       Jose Lobaton  WSH     C   2400  7.00      2.875000     4.764077
4          Adam Lind  WSH    1B   3200  4.00      6.500000     6.608076
5    Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6     Anthony Rendon  WSH    3B   3900  7.00      9.041667    14.579554
7       Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8  Giancarlo Stanton  MIA    OF   4200 32.00      9.037037     9.095567
9     Michael Taylor  WSH    OF   3700  0.00      6.454545     6.817091
10      Chris Heisey  WSH    OF   2600  2.00      5.666667     7.371115
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3          8         0.0 0.00     8 0.138 0.103
4          4         0.0 0.00     5 0.446 0.310
5         14         0.0 0.00     1 0.276 0.151
6         24         0.0 0.00     4 0.371 0.187
7         23         0.0 0.00     6 0.324 0.184
8         27         0.0 0.00     4 0.354 0.259
9         11         0.0 0.00     7 0.278 0.082
10         3         0.0 0.00     6 0.207 0.138

[1] "Total fpts: 79.95 (80)"
      Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
2    Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3      Jesus Sucre   TB   C   2500  0.00      6.714286     7.250616
4   Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5      Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6    Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7  Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8  Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
9      Jorge Soler   KC  OF   3500  2.00           NaN           NA
10   Marcell Ozuna  MIA  OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         23         0.0 0.00     3 0.351 0.051
8         25         0.0 0.00     1 0.381 0.243
9          0         0.0 0.00     6 0.000 0.000
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 78.85 (81)"
      Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ervin Santana  MIN     P   9700  4.10     28.510000     9.054930
2   Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3    Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4   Matt Carpenter  STL    1B   3900 16.00      8.826087     7.302877
5      Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6    Evan Longoria   TB    3B   4100  0.00      7.321429     6.554917
7     Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8    Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9  Corey Dickerson   TB    OF   3700  5.00      8.160000     6.374951
10  Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         23         0.0 0.00     3 0.397 0.235
5         18         0.0 0.00     4 0.476 0.347
6         28         0.0 0.00     3 0.316 0.172
7         23         0.0 0.00     6 0.324 0.184
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     1 0.381 0.243
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 78.55 (82)"
        Lineup (61) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3     Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4    Matt Carpenter  STL    1B   3900 16.00      8.826087     7.302877
5       Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6      Todd Frazier  CWS    3B   4700  6.00      7.055556     7.214954
7      Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
9      Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10   Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         23         0.0 0.00     3 0.397 0.235
5         18         0.0 0.00     4 0.476 0.347
6         18         0.0 0.00     5 0.293 0.192
7         23         0.0 0.00     6 0.324 0.184
8         18         0.0 0.00     1 0.455 0.316
9         26         0.0 0.00     3 0.356 0.109
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 78.55 (83)"
      Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2        RA Dickey  ATL     P   6900  3.50     13.110000     4.497972
3      Kurt Suzuki  ATL     C   2400  2.00      6.500000     7.027723
4  Freddie Freeman  ATL    1B   4800 25.00     12.481481    10.728719
5    Jace Peterson  ATL 2B/OF   3000 11.00      4.600000     3.832194
6     Todd Frazier  CWS    3B   4700  6.00      7.055556     7.214954
7      Trea Turner  WSH    SS   5100  0.00     11.588235    11.651496
8        Matt Kemp  ATL    OF   4000 10.00     11.117647    12.004595
9    Nick Markakis  ATL    OF   3500  5.00      7.000000     4.607686
10   Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         10         0.0 0.00     6 0.318 0.081
4         27         0.0 0.00     3 0.495 0.386
5         15         0.0 0.00     7 0.290 0.098
6         18         0.0 0.00     5 0.293 0.192
7         17         0.0 0.00     1 0.349 0.191
8         17         0.0 0.00     4 0.421 0.338
9         27         0.0 0.00     5 0.345 0.122
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 78.5 (84)"
        Lineup (64) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2     Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3         Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4    Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5       Kolten Wong  STL  2B   3500  7.00      7.681818     6.319933
6      Todd Frazier  CWS  3B   4700  6.00      7.055556     7.214954
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8      Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9  Michael Brantley  CLE  OF   4600  0.00      9.571429     7.433515
10  Abraham Almonte  CLE  OF   3100  2.00      5.294118     5.860511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         22         0.0 0.00     1 0.353 0.146
6         18         0.0 0.00     5 0.293 0.192
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.331 0.133
9         21         0.0 0.00     3 0.362 0.196
10        17         0.0 0.00     9 0.322 0.113

[1] "Total fpts: 77.8 (85)"
        Lineup (71) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tanner Roark  WSH     P   8700 20.5     15.308333     3.493339
2     Michael Wacha  STL     P   7600 17.3     17.880000     5.178996
3         Yan Gomes  CLE     C   2800  7.0      4.875000     4.145278
4    Carlos Santana  CLE    1B   4100 13.0      7.230769     7.388140
5       Jedd Gyorko  STL 2B/3B   3800  9.0     10.611111     9.598645
6     Manny Machado  BAL    3B   5000  9.0      8.965517     8.222281
7  Francisco Lindor  CLE    SS   4700  0.0     10.192308     9.478478
8  Michael Brantley  CLE    OF   4600  0.0      9.571429     7.433515
9  Michael Conforto  NYM    OF   4000  0.0     12.444444    10.118255
10  Abraham Almonte  CLE    OF   3100  2.0      5.294118     5.860511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         18         0.0 0.00     4 0.476 0.347
6         29         0.0 0.00     3 0.355 0.261
7         26         0.0 0.00     2 0.391 0.304
8         21         0.0 0.00     3 0.362 0.196
9         18         0.0 0.00     1 0.455 0.316
10        17         0.0 0.00     9 0.322 0.113

[1] "Total fpts: 77.4 (86)"
      Lineup (127) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ervin Santana  MIN   P   9700  4.1     28.510000     9.054930
2    Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
3   Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4      Eric Thames  MIL  1B   4900 26.0     12.000000     9.868364
5  Jonathan Villar  MIL  2B   4000 10.0      7.689655     8.328537
6    Manny Machado  BAL  3B   5000  9.0      8.965517     8.222281
7  Alcides Escobar   KC  SS   3200  2.0      3.481481     3.672877
8      Alex Gordon   KC  OF   3600  2.0      4.384615     3.589729
9      Jorge Soler   KC  OF   3500  2.0           NaN           NA
10 Jorge Bonifacio   KC  OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     2 0.463 0.385
5         29         0.0 0.00     1 0.256 0.126
6         29         0.0 0.00     3 0.355 0.261
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 77.25 (87)"
       Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         RA Dickey  ATL   P   6900  3.50     13.110000     4.497972
2    Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3         Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4    Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5     Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6    Anthony Rendon  WSH  3B   3900  7.00      9.041667    14.579554
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8  Michael Brantley  CLE  OF   4600  0.00      9.571429     7.433515
9     Marcell Ozuna  MIA  OF   3300 12.00      9.964286     9.543204
10  Abraham Almonte  CLE  OF   3100  2.00      5.294118     5.860511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.9 1.35    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         26         0.0 0.00     2 0.391 0.304
8         21         0.0 0.00     3 0.362 0.196
9         28         0.0 0.00     3 0.411 0.279
10        17         0.0 0.00     9 0.322 0.113

[1] "Total fpts: 77.2 (88)"
        Lineup (38) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2      Tanner Roark  WSH     P   8700 20.5     15.308333     3.493339
3       Jesus Sucre   TB     C   2500  0.0      6.714286     7.250616
4    Carlos Santana  CLE    1B   4100 13.0      7.230769     7.388140
5  Daniel Robertson   TB 2B/3B   2500  9.0      5.000000     5.363696
6    Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7       Trea Turner  WSH    SS   5100  0.0     11.588235    11.651496
8   Corey Dickerson   TB    OF   3700  5.0      8.160000     6.374951
9   Kevin Kiermaier   TB    OF   3500  2.0      5.571429     6.460298
10     Colby Rasmus   TB    OF   3400  3.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         26         0.0 0.00     1 0.303 0.142
5         14         0.0 0.00     7 0.322 0.200
6         23         0.0 0.00     2 0.339 0.250
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.381 0.243
9         28         0.0 0.00     8 0.264 0.067
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 76.75 (89)"
        Lineup (4) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3        Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8     Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
9   Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
10   Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     3 0.356 0.109
9         25         0.0 0.00     2 0.289 0.128
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 76.55 (90)"
         Lineup (79) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2       Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
3        Jesus Sucre   TB   C   2500  0.00      6.714286     7.250616
4     Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5        Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6      Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7       Aledmys Diaz  STL  SS   3800  0.00      7.913043     9.783628
8  Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
9    Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
10   Kevin Kiermaier   TB  OF   3500  2.00      5.571429     6.460298
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         26         0.0 0.00     1 0.303 0.142
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         23         0.0 0.00     6 0.324 0.184
8         27         0.0 0.00     4 0.354 0.259
9         25         0.0 0.00     1 0.381 0.243
10        28         0.0 0.00     8 0.264 0.067

[1] "Total fpts: 76.55 (91)"
        Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
3    Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4         Adam Lind  WSH  1B   3200  4.00      6.500000     6.608076
5     Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6    Anthony Rendon  WSH  3B   3900  7.00      9.041667    14.579554
7   Xander Bogaerts  BOS  SS   4400 25.00      7.652174     4.657435
8  Michael Conforto  NYM  OF   4000  0.00     12.444444    10.118255
9    Michael Taylor  WSH  OF   3700  0.00      6.454545     6.817091
10     Chris Heisey  WSH  OF   2600  2.00      5.666667     7.371115
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4          4         0.0 0.00     5 0.446 0.310
5         26         0.0 0.00     3 0.404 0.220
6         24         0.0 0.00     4 0.371 0.187
7         23         0.0 0.00     3 0.351 0.051
8         18         0.0 0.00     1 0.455 0.316
9         11         0.0 0.00     7 0.278 0.082
10         3         0.0 0.00     6 0.207 0.138

[1] "Total fpts: 76.35 (92)"
       Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Alex Cobb   TB     P   7700 15.80     12.125000     9.095974
2       Zach Davies  MIL     P   7200 22.55      8.625000    10.010682
3         Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4    Carlos Santana  CLE    1B   4100 13.00      7.230769     7.388140
5   Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6       Miguel Sano  MIN    3B   4400  2.00     11.208333     9.278208
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8  Michael Brantley  CLE    OF   4600  0.00      9.571429     7.433515
9    Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
10  Abraham Almonte  CLE    OF   3100  2.00      5.294118     5.860511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.8 1.40    NA 0.000 0.000
2          6         4.9 1.82    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         14         0.0 0.00     1 0.276 0.151
6         24         0.0 0.00     3 0.463 0.354
7         26         0.0 0.00     2 0.391 0.304
8         21         0.0 0.00     3 0.362 0.196
9         25         0.0 0.00     2 0.289 0.128
10        17         0.0 0.00     9 0.322 0.113

[1] "Total fpts: 76.3 (93)"
      Lineup (109) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH     P   8700 20.5     15.308333     3.493339
2      Joe Biagini  TOR     P   4800 15.8           NaN           NA
3   Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4   Carlos Santana  CLE    1B   4100 13.0      7.230769     7.388140
5      Jedd Gyorko  STL 2B/3B   3800  9.0     10.611111     9.598645
6   Anthony Rendon  WSH    3B   3900  7.0      9.041667    14.579554
7  Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8      Alex Gordon   KC    OF   3600  2.0      4.384615     3.589729
9      Jorge Soler   KC    OF   3500  2.0           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         26         0.0 0.00     1 0.303 0.142
5         18         0.0 0.00     4 0.476 0.347
6         24         0.0 0.00     4 0.371 0.187
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 76 (94)"
        Lineup (52) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2     Michael Wacha  STL     P   7600 17.3     17.880000     5.178996
3       Jesus Sucre   TB     C   2500  0.0      6.714286     7.250616
4       Eric Hosmer   KC    1B   3800  6.0      6.444444     5.686241
5  Daniel Robertson   TB 2B/3B   2500  9.0      5.000000     5.363696
6     Manny Machado  BAL    3B   5000  9.0      8.965517     8.222281
7  Francisco Lindor  CLE    SS   4700  0.0     10.192308     9.478478
8      Steven Souza   TB    OF   3600  5.0      7.071429     6.486045
9   Kevin Kiermaier   TB    OF   3500  2.0      5.571429     6.460298
10     Colby Rasmus   TB    OF   3400  3.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     7 0.322 0.200
6         29         0.0 0.00     3 0.355 0.261
7         26         0.0 0.00     2 0.391 0.304
8         28         0.0 0.00     5 0.369 0.177
9         28         0.0 0.00     8 0.264 0.067
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 74.65 (95)"
      Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Ervin Santana  MIN   P   9700  4.10     28.510000     9.054930
2     Zach Davies  MIL   P   7200 22.55      8.625000    10.010682
3  Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4     Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5   Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6  Mike Moustakas   KC  3B   3600  0.00      7.695652     6.108376
7  Dansby Swanson  ATL  SS   3200  5.00      4.600000     5.033223
8    Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
9     Jorge Soler   KC  OF   3500  2.00           NaN           NA
10 Randal Grichuk  STL  OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          6         4.9 1.82    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         26         0.0 0.00     3 0.404 0.220
6         23         0.0 0.00     2 0.339 0.250
7         25         0.0 0.00     8 0.208 0.070
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 73.35 (96)"
      Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2   Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
3    Geovany Soto  CWS     C   2900  0.00      4.888889     5.085382
4      Jose Abreu  CWS    1B   4900  2.00      8.400000     8.426150
5  Yolmer Sanchez  CWS 2B/3B   2800  9.00      8.500000     5.744563
6  Anthony Rendon  WSH    3B   3900  7.00      9.041667    14.579554
7    Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8    Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9   Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
10   Leury Garcia  CWS    OF   3100  5.00      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         25         0.0 0.00     3 0.367 0.220
5          4         0.0 0.00     9 0.301 0.182
6         24         0.0 0.00     4 0.371 0.187
7         23         0.0 0.00     6 0.324 0.184
8         25         0.0 0.00     1 0.331 0.133
9         23         0.0 0.00     1 0.278 0.069
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 73 (97)"
        Lineup (50) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2     Michael Wacha  STL     P   7600 17.3     17.880000     5.178996
3         Yan Gomes  CLE     C   2800  7.0      4.875000     4.145278
4      Tommy Joseph  PHI    1B   3600  0.0      5.809524     5.801888
5      Jose Ramirez  CLE 2B/3B   4200  0.0      9.416667     9.815324
6     Maikel Franco  PHI    3B   3800  2.0      8.230769     8.026495
7  Francisco Lindor  CLE    SS   4700  0.0     10.192308     9.478478
8    Odubel Herrera  PHI    OF   3600 12.0      6.833333     4.082483
9  Michael Saunders  PHI    OF   3400  5.0      6.761905     6.677610
10      Daniel Nava  PHI    OF   3100  5.0      7.375000     1.767767
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         21         0.0 0.00     6 0.276 0.128
5         24         0.0 0.00     5 0.402 0.245
6         26         0.0 0.00     4 0.300 0.161
7         26         0.0 0.00     2 0.391 0.304
8         24         0.0 0.00     3 0.314 0.143
9         21         0.0 0.00     5 0.290 0.131
10         8         0.0 0.00     2 0.428 0.205

[1] "Total fpts: 73 (98)"
       Lineup (96) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH   P   8700 20.5     15.308333     3.493339
2        RA Dickey  ATL   P   6900  3.5     13.110000     4.497972
3   Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4      Eric Hosmer   KC  1B   3800  6.0      6.444444     5.686241
5  Jonathan Villar  MIL  2B   4000 10.0      7.689655     8.328537
6   Anthony Rendon  WSH  3B   3900  7.0      9.041667    14.579554
7    Jorge Polanco  MIN  SS   3100 12.0      6.318182     4.390318
8     Lorenzo Cain   KC  OF   3900  7.0      7.538462     4.997846
9      Jorge Soler   KC  OF   3500  2.0           NaN           NA
10 Jorge Bonifacio   KC  OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         29         0.0 0.00     1 0.256 0.126
6         24         0.0 0.00     4 0.371 0.187
7         22         0.0 0.00     2 0.288 0.096
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 72.1 (99)"
     Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chris Tillman  BAL   P   8200 19.65           NaN           NA
2   Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3  Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4  Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5     Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6   Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7     Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8    Mookie Betts  BOS  OF   5300 24.00      6.920000     7.421366
9    Steven Souza   TB  OF   3600  5.00      7.071429     6.486045
10   Colby Rasmus   TB  OF   3400  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         17         0.0 0.00     1 0.349 0.191
8         25         0.0 0.00     1 0.331 0.133
9         28         0.0 0.00     5 0.369 0.177
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 72 (100)"
        Lineup (16) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2     Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
3         Yan Gomes  CLE   C   2800  7.0      4.875000     4.145278
4    Carlos Santana  CLE  1B   4100 13.0      7.230769     7.388140
5      Jason Kipnis  CLE  2B   4100  0.0      4.166667     4.448357
6    Mike Moustakas   KC  3B   3600  0.0      7.695652     6.108376
7       Trea Turner  WSH  SS   5100  0.0     11.588235    11.651496
8  Michael Conforto  NYM  OF   4000  0.0     12.444444    10.118255
9   Abraham Almonte  CLE  OF   3100  2.0      5.294118     5.860511
10    Brandon Guyer  CLE  OF   3000  8.0      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         12         0.0 0.00     6 0.206 0.022
6         23         0.0 0.00     2 0.339 0.250
7         17         0.0 0.00     1 0.349 0.191
8         18         0.0 0.00     1 0.455 0.316
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 71.75 (101)"
       Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3       Jett Bandy  MIL     C   2700  0.00      8.933333     7.333550
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6      Travis Shaw  MIL    3B   3600 14.00      9.037037     8.812061
7    Orlando Arcia  MIL    SS   3200  4.00      5.769231     6.947274
8     Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
9     Keon Broxton  MIL    OF   3600 12.00      7.000000     8.088793
10 Domingo Santana  MIL    OF   3400  0.00      8.227273     7.341544
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         15         0.0 0.00     6 0.396 0.268
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         27         0.0 0.00     4 0.349 0.264
7         26         0.0 0.00     8 0.277 0.158
8         26         0.0 0.00     3 0.356 0.109
9         22         0.0 0.00     7 0.309 0.169
10        22         0.0 0.00     5 0.354 0.241

[1] "Total fpts: 71 (102)"
       Lineup (17) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2    Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
3   Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4      Eric Hosmer   KC  1B   3800  6.0      6.444444     5.686241
5      Kolten Wong  STL  2B   3500  7.0      7.681818     6.319933
6   Anthony Rendon  WSH  3B   3900  7.0      9.041667    14.579554
7      Trea Turner  WSH  SS   5100  0.0     11.588235    11.651496
8      Alex Gordon   KC  OF   3600  2.0      4.384615     3.589729
9      Jorge Soler   KC  OF   3500  2.0           NaN           NA
10 Jorge Bonifacio   KC  OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         22         0.0 0.00     1 0.353 0.146
6         24         0.0 0.00     4 0.371 0.187
7         17         0.0 0.00     1 0.349 0.191
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 69.5 (103)"
        Lineup (6) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2      Joe Biagini  TOR     P   4800 15.8           NaN           NA
3   Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4      Eric Hosmer   KC    1B   3800  6.0      6.444444     5.686241
5     Jose Ramirez  CLE 2B/3B   4200  0.0      9.416667     9.815324
6    Manny Machado  BAL    3B   5000  9.0      8.965517     8.222281
7     Aledmys Diaz  STL    SS   3800  0.0      7.913043     9.783628
8     Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
9      Jorge Soler   KC    OF   3500  2.0           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         24         0.0 0.00     5 0.402 0.245
6         29         0.0 0.00     3 0.355 0.261
7         23         0.0 0.00     6 0.324 0.184
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 69 (104)"
        Lineup (22) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2     Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
3    Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4    Logan Morrison   TB  1B   3300  0.0      9.590909     8.370351
5       Brad Miller   TB  2B   3700  0.0      7.423077     6.824503
6     Evan Longoria   TB  3B   4100  0.0      7.321429     6.554917
7  Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8   Corey Dickerson   TB  OF   3700  5.0      8.160000     6.374951
9      Steven Souza   TB  OF   3600  5.0      7.071429     6.486045
10    Marcell Ozuna  MIA  OF   3300 12.0      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         25         0.0 0.00     1 0.381 0.243
9         28         0.0 0.00     5 0.369 0.177
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 69 (105)"
      Lineup (140) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC     P   8400 12.2     13.575000    13.665971
2        Alex Cobb   TB     P   7700 15.8     12.125000     9.095974
3    Yadier Molina  STL     C   3200  2.0      5.363636     4.215001
4   Matt Carpenter  STL    1B   3900 16.0      8.826087     7.302877
5  Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7  Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8     Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
9      Alex Gordon   KC    OF   3600  2.0      4.384615     3.589729
10   Marcell Ozuna  MIA    OF   3300 12.0      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.2 1.38    NA 0.000 0.000
2          6         5.8 1.40    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         23         0.0 0.00     3 0.397 0.235
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     3 0.356 0.109
9         26         0.0 0.00     8 0.236 0.049
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 67.95 (106)"
       Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
2        RA Dickey  ATL     P   6900  3.50     13.110000     4.497972
3   Russell Martin  TOR     C   3300  5.00      6.285714     5.235865
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8     Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9     Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10 Corey Dickerson   TB    OF   3700  5.00      8.160000     6.374951
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         4.1 2.13    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     3 0.356 0.109
10        25         0.0 0.00     1 0.381 0.243

[1] "Total fpts: 67.75 (107)"
        Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3       Kurt Suzuki  ATL     C   2400  2.00      6.500000     7.027723
4       Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5     Jace Peterson  ATL 2B/OF   3000 11.00      4.600000     3.832194
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7    Dansby Swanson  ATL    SS   3200  5.00      4.600000     5.033223
8  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
9         Matt Kemp  ATL    OF   4000 10.00     11.117647    12.004595
10    Nick Markakis  ATL    OF   3500  5.00      7.000000     4.607686
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         10         0.0 0.00     6 0.318 0.081
4         27         0.0 0.00     4 0.310 0.117
5         15         0.0 0.00     7 0.290 0.098
6         23         0.0 0.00     2 0.339 0.250
7         25         0.0 0.00     8 0.208 0.070
8         18         0.0 0.00     1 0.455 0.316
9         17         0.0 0.00     4 0.421 0.338
10        27         0.0 0.00     5 0.345 0.122

[1] "Total fpts: 67.55 (108)"
       Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2     Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3   Russell Martin  TOR     C   3300  5.00      6.285714     5.235865
4      Eric Thames  MIL    1B   4900 26.00     12.000000     9.868364
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6     Todd Frazier  CWS    3B   4700  6.00      7.055556     7.214954
7  Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8      Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
9      Jorge Soler   KC    OF   3500  2.00           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         27         0.0 0.00     2 0.463 0.385
5         14         0.0 0.00     1 0.276 0.151
6         18         0.0 0.00     5 0.293 0.192
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 67.3 (109)"
       Lineup (125) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Alex Cobb   TB   P   7700 15.8     12.125000     9.095974
2         RA Dickey  ATL   P   6900  3.5     13.110000     4.497972
3         Yan Gomes  CLE   C   2800  7.0      4.875000     4.145278
4    Carlos Santana  CLE  1B   4100 13.0      7.230769     7.388140
5   Jonathan Villar  MIL  2B   4000 10.0      7.689655     8.328537
6      Todd Frazier  CWS  3B   4700  6.0      7.055556     7.214954
7  Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8       Jorge Soler   KC  OF   3500  2.0           NaN           NA
9   Abraham Almonte  CLE  OF   3100  2.0      5.294118     5.860511
10    Brandon Guyer  CLE  OF   3000  8.0      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.8 1.40    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         29         0.0 0.00     1 0.256 0.126
6         18         0.0 0.00     5 0.293 0.192
7         26         0.0 0.00     2 0.391 0.304
8          0         0.0 0.00     6 0.000 0.000
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 67.15 (110)"
       Lineup (113) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
2     Chris Tillman  BAL     P   8200 19.65           NaN           NA
3         Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4    Matt Carpenter  STL    1B   3900 16.00      8.826087     7.302877
5   Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7   Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
9       Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
10  Jorge Bonifacio   KC    OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         23         0.0 0.00     3 0.397 0.235
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         18         0.0 0.00     1 0.455 0.316
9         26         0.0 0.00     8 0.236 0.049
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 66.45 (111)"
      Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Tillman  BAL     P   8200 19.65           NaN           NA
2        Alex Cobb   TB     P   7700 15.80     12.125000     9.095974
3         AJ Ellis  MIA     C   2300  3.00      4.200000     3.701351
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8      Mark Trumbo  BAL    OF   4300  3.00      6.275862     6.755403
9        Matt Kemp  ATL    OF   4000 10.00     11.117647    12.004595
10    Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0  0.0    NA 0.000 0.000
2          6         5.8  1.4    NA 0.000 0.000
3          5         0.0  0.0     7 0.188 0.000
4         27         0.0  0.0     4 0.310 0.117
5         14         0.0  0.0     1 0.276 0.151
6         23         0.0  0.0     2 0.339 0.250
7         27         0.0  0.0     9 0.209 0.069
8         29         0.0  0.0     4 0.268 0.086
9         17         0.0  0.0     4 0.421 0.338
10        26         0.0  0.0     3 0.356 0.109

[1] "Total fpts: 65.85 (112)"
      Lineup (141) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC     P   8400 12.20     13.575000    13.665971
2    Chris Tillman  BAL     P   8200 19.65           NaN           NA
3   Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5      Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6    Maikel Franco  PHI    3B   3800  2.00      8.230769     8.026495
7     Jordy Mercer  PIT    SS   3000  3.00      5.653846     5.403275
8     Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
9      Jorge Soler   KC    OF   3500  2.00           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.2 1.38    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         18         0.0 0.00     4 0.476 0.347
6         26         0.0 0.00     4 0.300 0.161
7         26         0.0 0.00     2 0.299 0.094
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 64.55 (113)"
         Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2       Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3       Geovany Soto  CWS     C   2900  0.00      4.888889     5.085382
4  Edwin Encarnacion  CLE    1B   4400  5.00      6.461538     6.357552
5    Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6     Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7    Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8       Mookie Betts  BOS    OF   5300 24.00      6.920000     7.421366
9       Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10       Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         26         0.0 0.00     4 0.325 0.165
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     3 0.356 0.109
10        26         0.0 0.00     8 0.236 0.049

[1] "Total fpts: 63.9 (114)"
        Lineup (93) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ervin Santana  MIN   P   9700  4.1     28.510000     9.054930
2       Joe Biagini  TOR   P   4800 15.8           NaN           NA
3         Yan Gomes  CLE   C   2800  7.0      4.875000     4.145278
4    Carlos Santana  CLE  1B   4100 13.0      7.230769     7.388140
5       Kolten Wong  STL  2B   3500  7.0      7.681818     6.319933
6    Anthony Rendon  WSH  3B   3900  7.0      9.041667    14.579554
7  Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8  Michael Conforto  NYM  OF   4000  0.0     12.444444    10.118255
9   Abraham Almonte  CLE  OF   3100  2.0      5.294118     5.860511
10    Brandon Guyer  CLE  OF   3000  8.0      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         22         0.0 0.00     1 0.353 0.146
6         24         0.0 0.00     4 0.371 0.187
7         26         0.0 0.00     2 0.391 0.304
8         18         0.0 0.00     1 0.455 0.316
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 63.55 (115)"
        Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ervin Santana  MIN   P   9700  4.10     28.510000     9.054930
2      Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3      Yadier Molina  STL   C   3200  2.00      5.363636     4.215001
4     Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5        Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6      Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7       Aledmys Diaz  STL  SS   3800  0.00      7.913043     9.783628
8  Giancarlo Stanton  MIA  OF   4200 32.00      9.037037     9.095567
9    Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
10      Steven Souza   TB  OF   3600  5.00      7.071429     6.486045
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         23         0.0 0.00     6 0.324 0.184
8         27         0.0 0.00     4 0.354 0.259
9         25         0.0 0.00     1 0.381 0.243
10        28         0.0 0.00     5 0.369 0.177

[1] "Total fpts: 63.5 (116)"
        Lineup (15) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.7     32.150000     5.035251
2       Joe Biagini  TOR     P   4800 15.8           NaN           NA
3    Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4        Jose Abreu  CWS    1B   4900  2.0      8.400000     8.426150
5   Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6      Todd Frazier  CWS    3B   4700  6.0      7.055556     7.214954
7  Francisco Lindor  CLE    SS   4700  0.0     10.192308     9.478478
8     Melky Cabrera  CWS    OF   4500  5.0      5.782609     4.199096
9    Avisail Garcia  CWS    OF   3800  0.0      9.760000     8.714356
10     Leury Garcia  CWS    OF   3100  5.0      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         25         0.0 0.00     3 0.367 0.220
5         14         0.0 0.00     1 0.276 0.151
6         18         0.0 0.00     5 0.293 0.192
7         26         0.0 0.00     2 0.391 0.304
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     4 0.421 0.210
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 63.1 (117)"
       Lineup (95) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Wacha  STL     P   7600 17.3     17.880000     5.178996
2      Joe Biagini  TOR     P   4800 15.8           NaN           NA
3    Yadier Molina  STL     C   3200  2.0      5.363636     4.215001
4        Jay Bruce  NYM 1B/OF   4300  0.0     10.535714    10.942551
5  Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7  Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8     Mookie Betts  BOS    OF   5300 24.0      6.920000     7.421366
9      Alex Gordon   KC    OF   3600  2.0      4.384615     3.589729
10 Jorge Bonifacio   KC    OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         28         0.0 0.00     3 0.414 0.318
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         25         0.0 0.00     1 0.331 0.133
9         26         0.0 0.00     8 0.236 0.049
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 61.55 (118)"
        Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3         Yan Gomes  CLE     C   2800  7.00      4.875000     4.145278
4    Carlos Santana  CLE    1B   4100 13.00      7.230769     7.388140
5   Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8      Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
9   Abraham Almonte  CLE    OF   3100  2.00      5.294118     5.860511
10    Brandon Guyer  CLE    OF   3000  8.00      2.846154     4.412976
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.391 0.304
8         26         0.0 0.00     3 0.356 0.109
9         17         0.0 0.00     9 0.322 0.113
10        13         0.0 0.00     7 0.170 0.089

[1] "Total fpts: 60.8 (119)"
      Lineup (137) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
2        RA Dickey  ATL   P   6900  3.5     13.110000     4.497972
3      Jesus Sucre   TB   C   2500  0.0      6.714286     7.250616
4      Eric Thames  MIL  1B   4900 26.0     12.000000     9.868364
5      Brad Miller   TB  2B   3700  0.0      7.423077     6.824503
6    Evan Longoria   TB  3B   4100  0.0      7.321429     6.554917
7      Trea Turner  WSH  SS   5100  0.0     11.588235    11.651496
8     Lorenzo Cain   KC  OF   3900  7.0      7.538462     4.997846
9  Corey Dickerson   TB  OF   3700  5.0      8.160000     6.374951
10 Kevin Kiermaier   TB  OF   3500  2.0      5.571429     6.460298
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         27         0.0 0.00     2 0.463 0.385
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         17         0.0 0.00     1 0.349 0.191
8         26         0.0 0.00     3 0.356 0.109
9         25         0.0 0.00     1 0.381 0.243
10        28         0.0 0.00     8 0.264 0.067

[1] "Total fpts: 60.2 (120)"
       Lineup (2) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  12600 24.7     32.150000     5.035251
2       RA Dickey  ATL   P   6900  3.5     13.110000     4.497972
3  Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4     Eric Hosmer   KC  1B   3800  6.0      6.444444     5.686241
5     Brad Miller   TB  2B   3700  0.0      7.423077     6.824503
6  Mike Moustakas   KC  3B   3600  0.0      7.695652     6.108376
7     Trea Turner  WSH  SS   5100  0.0     11.588235    11.651496
8    Lorenzo Cain   KC  OF   3900  7.0      7.538462     4.997846
9     Jorge Soler   KC  OF   3500  2.0           NaN           NA
10  Marcell Ozuna  MIA  OF   3300 12.0      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         26         0.0 0.00     2 0.321 0.119
6         23         0.0 0.00     2 0.339 0.250
7         17         0.0 0.00     1 0.349 0.191
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 59.5 (121)"
       Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2     Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3    Russell Martin  TOR   C   3300  5.00      6.285714     5.235865
4       Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5   Cesar Hernandez  PHI  2B   3600  5.00     10.440000     7.703246
6     Maikel Franco  PHI  3B   3800  2.00      8.230769     8.026495
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8    Odubel Herrera  PHI  OF   3600 12.00      6.833333     4.082483
9  Michael Saunders  PHI  OF   3400  5.00      6.761905     6.677610
10      Daniel Nava  PHI  OF   3100  5.00      7.375000     1.767767
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         27         0.0 0.00     4 0.310 0.117
5         25         0.0 0.00     1 0.387 0.169
6         26         0.0 0.00     4 0.300 0.161
7         26         0.0 0.00     2 0.391 0.304
8         24         0.0 0.00     3 0.314 0.143
9         21         0.0 0.00     5 0.290 0.131
10         8         0.0 0.00     2 0.428 0.205

[1] "Total fpts: 58.75 (122)"
     Lineup (131) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
2   Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3  Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4      Jose Abreu  CWS    1B   4900  2.00      8.400000     8.426150
5  Yolmer Sanchez  CWS 2B/3B   2800  9.00      8.500000     5.744563
6   Evan Longoria   TB    3B   4100  0.00      7.321429     6.554917
7     Trea Turner  WSH    SS   5100  0.00     11.588235    11.651496
8   Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9  Avisail Garcia  CWS    OF   3800  0.00      9.760000     8.714356
10   Leury Garcia  CWS    OF   3100  5.00      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.1 1.14    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         25         0.0 0.00     3 0.367 0.220
5          4         0.0 0.00     9 0.301 0.182
6         28         0.0 0.00     3 0.316 0.172
7         17         0.0 0.00     1 0.349 0.191
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     4 0.421 0.210
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 54.5 (123)"
       Lineup (56) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2    Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3   Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5    Daniel Murphy  WSH  2B   4700  9.00      9.807692    10.115411
6     Todd Frazier  CWS  3B   4700  6.00      7.055556     7.214954
7      Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8     Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
9      Jorge Soler   KC  OF   3500  2.00           NaN           NA
10 Jorge Bonifacio   KC  OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         26         0.0 0.00     3 0.404 0.220
6         18         0.0 0.00     5 0.293 0.192
7         17         0.0 0.00     1 0.349 0.191
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 53.8 (124)"
       Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2    Mike Clevinger  CLE   P   4900 23.75           NaN           NA
3     Yadier Molina  STL   C   3200  2.00      5.363636     4.215001
4      Tommy Joseph  PHI  1B   3600  0.00      5.809524     5.801888
5       Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6     Maikel Franco  PHI  3B   3800  2.00      8.230769     8.026495
7       Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8    Odubel Herrera  PHI  OF   3600 12.00      6.833333     4.082483
9  Michael Saunders  PHI  OF   3400  5.00      6.761905     6.677610
10      Daniel Nava  PHI  OF   3100  5.00      7.375000     1.767767
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         21         0.0 0.00     6 0.276 0.128
5         26         0.0 0.00     2 0.321 0.119
6         26         0.0 0.00     4 0.300 0.161
7         17         0.0 0.00     1 0.349 0.191
8         24         0.0 0.00     3 0.314 0.143
9         21         0.0 0.00     5 0.290 0.131
10         8         0.0 0.00     2 0.428 0.205

[1] "Total fpts: 53.75 (125)"
        Lineup (62) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ervin Santana  MIN     P   9700  4.10     28.510000     9.054930
2     Chris Tillman  BAL     P   8200 19.65           NaN           NA
3    Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4       Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5   Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7      Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
9      Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10    Marcell Ozuna  MIA    OF   3300 12.00      9.964286     9.543204
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         23         0.0 0.00     6 0.324 0.184
8         18         0.0 0.00     1 0.455 0.316
9         26         0.0 0.00     3 0.356 0.109
10        28         0.0 0.00     3 0.411 0.279

[1] "Total fpts: 53.15 (126)"
        Lineup (29) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  12600 24.70     32.150000     5.035251
2     Tyler Glasnow  PIT   P   7400 15.45      6.980000    10.593076
3       Jesus Sucre   TB   C   2500  0.00      6.714286     7.250616
4       Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5       Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6     Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8  Michael Conforto  NYM  OF   4000  0.00     12.444444    10.118255
9   Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
10  Kevin Kiermaier   TB  OF   3500  2.00      5.571429     6.460298
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         27         0.0 0.00     4 0.310 0.117
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         18         0.0 0.00     1 0.455 0.316
9         25         0.0 0.00     1 0.381 0.243
10        28         0.0 0.00     8 0.264 0.067

[1] "Total fpts: 52.75 (127)"
        Lineup (34) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3    Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4    Logan Morrison   TB    1B   3300  0.00      9.590909     8.370351
5  Daniel Robertson   TB 2B/3B   2500  9.00      5.000000     5.363696
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7      Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8      Steven Souza   TB    OF   3600  5.00      7.071429     6.486045
9   Kevin Kiermaier   TB    OF   3500  2.00      5.571429     6.460298
10     Colby Rasmus   TB    OF   3400  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         22         0.0 0.00     4 0.393 0.264
5         14         0.0 0.00     7 0.322 0.200
6         23         0.0 0.00     2 0.339 0.250
7         23         0.0 0.00     6 0.324 0.184
8         28         0.0 0.00     5 0.369 0.177
9         28         0.0 0.00     8 0.264 0.067
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 52.75 (128)"
       Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ervin Santana  MIN   P   9700  4.10     28.510000     9.054930
2     Chris Tillman  BAL   P   8200 19.65           NaN           NA
3         Yan Gomes  CLE   C   2800  7.00      4.875000     4.145278
4    Carlos Santana  CLE  1B   4100 13.00      7.230769     7.388140
5       Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6     Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8  Michael Brantley  CLE  OF   4600  0.00      9.571429     7.433515
9      Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
10  Abraham Almonte  CLE  OF   3100  2.00      5.294118     5.860511
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         26         0.0 0.00     1 0.303 0.142
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         21         0.0 0.00     3 0.362 0.196
9         26         0.0 0.00     3 0.356 0.109
10        17         0.0 0.00     9 0.322 0.113

[1] "Total fpts: 52.55 (129)"
        Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2       Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3        Rene Rivera  NYM     C   2300  3.00      6.363636     6.652409
4      Wilmer Flores  NYM 1B/3B   3200  0.00      7.250000     7.401737
5        Neil Walker  NYM    2B   3600  4.00      6.107143     6.148407
6         Jose Reyes  NYM    3B   4000  0.00      7.038462     7.079439
7   Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8       Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
9  Curtis Granderson  NYM    OF   3500  0.00      5.240000     6.546500
10    Randal Grichuk  STL    OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         11         0.0 0.00     8 0.306 0.087
4          8         0.0 0.00     7 0.244 0.143
5         28         0.0 0.00     4 0.275 0.119
6         26         0.0 0.00     6 0.278 0.151
7         26         0.0 0.00     2 0.391 0.304
8         26         0.0 0.00     3 0.356 0.109
9         25         0.0 0.00     5 0.212 0.129
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 50.8 (130)"
      Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2  Mike Clevinger  CLE     P   4900 23.75           NaN           NA
3  Russell Martin  TOR     C   3300  5.00      6.285714     5.235865
4      Jose Abreu  CWS    1B   4900  2.00      8.400000     8.426150
5    Jose Ramirez  CLE 2B/3B   4200  0.00      9.416667     9.815324
6    Todd Frazier  CWS    3B   4700  6.00      7.055556     7.214954
7     Trea Turner  WSH    SS   5100  0.00     11.588235    11.651496
8   Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9  Avisail Garcia  CWS    OF   3800  0.00      9.760000     8.714356
10   Leury Garcia  CWS    OF   3100  5.00      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         25         0.0 0.00     3 0.367 0.220
5         24         0.0 0.00     5 0.402 0.245
6         18         0.0 0.00     5 0.293 0.192
7         17         0.0 0.00     1 0.349 0.191
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     4 0.421 0.210
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 49.9 (131)"
      Lineup (129) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ervin Santana  MIN     P   9700  4.1     28.510000     9.054930
2        Alex Cobb   TB     P   7700 15.8     12.125000     9.095974
3   Salvador Perez   KC     C   3400  5.0      6.480000     6.801470
4      Eric Hosmer   KC    1B   3800  6.0      6.444444     5.686241
5      Jedd Gyorko  STL 2B/3B   3800  9.0     10.611111     9.598645
6     Todd Frazier  CWS    3B   4700  6.0      7.055556     7.214954
7     Aledmys Diaz  STL    SS   3800  0.0      7.913043     9.783628
8      Alex Gordon   KC    OF   3600  2.0      4.384615     3.589729
9      Jorge Soler   KC    OF   3500  2.0           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          6         5.8 1.40    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         18         0.0 0.00     4 0.476 0.347
6         18         0.0 0.00     5 0.293 0.192
7         23         0.0 0.00     6 0.324 0.184
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 49.55 (132)"
       Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ervin Santana  MIN     P   9700  4.10     28.510000     9.054930
2     Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3      Geovany Soto  CWS     C   2900  0.00      4.888889     5.085382
4        Jose Abreu  CWS    1B   4900  2.00      8.400000     8.426150
5    Yolmer Sanchez  CWS 2B/3B   2800  9.00      8.500000     5.744563
6     Manny Machado  BAL    3B   5000  9.00      8.965517     8.222281
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8     Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
10     Leury Garcia  CWS    OF   3100  5.00      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         25         0.0 0.00     3 0.367 0.220
5          4         0.0 0.00     9 0.301 0.182
6         29         0.0 0.00     3 0.355 0.261
7         26         0.0 0.00     2 0.391 0.304
8         23         0.0 0.00     1 0.278 0.069
9         18         0.0 0.00     1 0.455 0.316
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 48.55 (133)"
     Lineup (145) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Ervin Santana  MIN     P   9700  4.10     28.510000     9.054930
2   Tyler Glasnow  PIT     P   7400 15.45      6.980000    10.593076
3   Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4      Jose Abreu  CWS    1B   4900  2.00      8.400000     8.426150
5     Jedd Gyorko  STL 2B/3B   3800  9.00     10.611111     9.598645
6    Todd Frazier  CWS    3B   4700  6.00      7.055556     7.214954
7    Aledmys Diaz  STL    SS   3800  0.00      7.913043     9.783628
8   Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9  Avisail Garcia  CWS    OF   3800  0.00      9.760000     8.714356
10   Leury Garcia  CWS    OF   3100  5.00      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         4.1 2.13    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         25         0.0 0.00     3 0.367 0.220
5         18         0.0 0.00     4 0.476 0.347
6         18         0.0 0.00     5 0.293 0.192
7         23         0.0 0.00     6 0.324 0.184
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     4 0.421 0.210
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 47.55 (134)"
        Lineup (77) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3     Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4        Jose Abreu  CWS    1B   4900  2.00      8.400000     8.426150
5    Yolmer Sanchez  CWS 2B/3B   2800  9.00      8.500000     5.744563
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8     Melky Cabrera  CWS    OF   4500  5.00      5.782609     4.199096
9    Avisail Garcia  CWS    OF   3800  0.00      9.760000     8.714356
10     Leury Garcia  CWS    OF   3100  5.00      6.227273     5.537163
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         25         0.0 0.00     3 0.367 0.220
5          4         0.0 0.00     9 0.301 0.182
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.391 0.304
8         23         0.0 0.00     1 0.278 0.069
9         25         0.0 0.00     4 0.421 0.210
10        22         0.0 0.00     2 0.323 0.138

[1] "Total fpts: 47.35 (135)"
       Lineup (122) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2     Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
3     Yadier Molina  STL     C   3200  2.00      5.363636     4.215001
4    Logan Morrison   TB    1B   3300  0.00      9.590909     8.370351
5  Daniel Robertson   TB 2B/3B   2500  9.00      5.000000     5.363696
6     Evan Longoria   TB    3B   4100  0.00      7.321429     6.554917
7       Trea Turner  WSH    SS   5100  0.00     11.588235    11.651496
8      Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
9      Steven Souza   TB    OF   3600  5.00      7.071429     6.486045
10     Colby Rasmus   TB    OF   3400  3.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         22         0.0 0.00     5 0.299 0.082
4         22         0.0 0.00     4 0.393 0.264
5         14         0.0 0.00     7 0.322 0.200
6         28         0.0 0.00     3 0.316 0.172
7         17         0.0 0.00     1 0.349 0.191
8         26         0.0 0.00     3 0.356 0.109
9         28         0.0 0.00     5 0.369 0.177
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 46.85 (136)"
        Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2       Joe Biagini  TOR   P   4800 15.80           NaN           NA
3    Salvador Perez   KC   C   3400  5.00      6.480000     6.801470
4       Eric Hosmer   KC  1B   3800  6.00      6.444444     5.686241
5   Jonathan Villar  MIL  2B   4000 10.00      7.689655     8.328537
6       Miguel Sano  MIN  3B   4400  2.00     11.208333     9.278208
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8       Alex Gordon   KC  OF   3600  2.00      4.384615     3.589729
9       Jorge Soler   KC  OF   3500  2.00           NaN           NA
10  Jorge Bonifacio   KC  OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         29         0.0 0.00     1 0.256 0.126
6         24         0.0 0.00     3 0.463 0.354
7         26         0.0 0.00     2 0.391 0.304
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 44.55 (137)"
        Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH     P   8700 20.50     15.308333     3.493339
3    Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4       Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5      Jose Ramirez  CLE 2B/3B   4200  0.00      9.416667     9.815324
6    Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7  Francisco Lindor  CLE    SS   4700  0.00     10.192308     9.478478
8  Michael Conforto  NYM    OF   4000  0.00     12.444444    10.118255
9      Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10      Jorge Soler   KC    OF   3500  2.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         24         0.0 0.00     5 0.402 0.245
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.391 0.304
8         18         0.0 0.00     1 0.455 0.316
9         26         0.0 0.00     3 0.356 0.109
10         0         0.0 0.00     6 0.000 0.000

[1] "Total fpts: 44.35 (138)"
       Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
2    Michael Wacha  STL     P   7600 17.30     17.880000     5.178996
3   Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5  Whit Merrifield   KC 2B/OF   3400  0.00      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.00      7.695652     6.108376
7      Trea Turner  WSH    SS   5100  0.00     11.588235    11.651496
8    Jose Bautista  TOR    OF   4200  0.00      6.111111     5.872579
9     Lorenzo Cain   KC    OF   3900  7.00      7.538462     4.997846
10 Corey Dickerson   TB    OF   3700  5.00      8.160000     6.374951
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         17         0.0 0.00     1 0.349 0.191
8         27         0.0 0.00     2 0.259 0.093
9         26         0.0 0.00     3 0.356 0.109
10        25         0.0 0.00     1 0.381 0.243

[1] "Total fpts: 43.15 (139)"
      Lineup (149) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Tillman  BAL     P   8200 19.65           NaN           NA
2        RA Dickey  ATL     P   6900  3.50     13.110000     4.497972
3   Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4      Eric Hosmer   KC    1B   3800  6.00      6.444444     5.686241
5     Jose Ramirez  CLE 2B/3B   4200  0.00      9.416667     9.815324
6    Evan Longoria   TB    3B   4100  0.00      7.321429     6.554917
7   Dansby Swanson  ATL    SS   3200  5.00      4.600000     5.033223
8      Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
9      Jorge Soler   KC    OF   3500  2.00           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         0.0 0.00    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         24         0.0 0.00     5 0.402 0.245
6         28         0.0 0.00     3 0.316 0.172
7         25         0.0 0.00     8 0.208 0.070
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 41.4 (140)"
        Lineup (75) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ervin Santana  MIN   P   9700  4.1     28.510000     9.054930
2     Michael Wacha  STL   P   7600 17.3     17.880000     5.178996
3    Salvador Perez   KC   C   3400  5.0      6.480000     6.801470
4       Eric Hosmer   KC  1B   3800  6.0      6.444444     5.686241
5       Brad Miller   TB  2B   3700  0.0      7.423077     6.824503
6     Evan Longoria   TB  3B   4100  0.0      7.321429     6.554917
7  Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8      Lorenzo Cain   KC  OF   3900  7.0      7.538462     4.997846
9       Jorge Soler   KC  OF   3500  2.0           NaN           NA
10  Jorge Bonifacio   KC  OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         6.1 1.14    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         27         0.0 0.00     4 0.310 0.117
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         26         0.0 0.00     3 0.356 0.109
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 40.55 (141)"
        Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
3      Geovany Soto  CWS   C   2900  0.00      4.888889     5.085382
4        Cody Asche  CWS  1B   3000  0.00      3.769231     4.833112
5    Tyler Saladino  CWS  2B   3900  3.00      5.222222     4.965239
6      Todd Frazier  CWS  3B   4700  6.00      7.055556     7.214954
7       Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8  Michael Conforto  NYM  OF   4000  0.00     12.444444    10.118255
9      Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
10   Avisail Garcia  CWS  OF   3800  0.00      9.760000     8.714356
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         13         0.0 0.00     6 0.183 0.077
5         18         0.0 0.00     7 0.275 0.064
6         18         0.0 0.00     5 0.293 0.192
7         17         0.0 0.00     1 0.349 0.191
8         18         0.0 0.00     1 0.455 0.316
9         26         0.0 0.00     3 0.356 0.109
10        25         0.0 0.00     4 0.421 0.210

[1] "Total fpts: 39.9 (142)"
       Lineup (89) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ervin Santana  MIN     P   9700  4.1     28.510000     9.054930
2      Joe Biagini  TOR     P   4800 15.8           NaN           NA
3     Geovany Soto  CWS     C   2900  0.0      4.888889     5.085382
4      Eric Hosmer   KC    1B   3800  6.0      6.444444     5.686241
5  Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6   Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7  Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8    Melky Cabrera  CWS    OF   4500  5.0      5.782609     4.199096
9    Jose Bautista  TOR    OF   4200  0.0      6.111111     5.872579
10    Lorenzo Cain   KC    OF   3900  7.0      7.538462     4.997846
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          0         1.3 0.96    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         27         0.0 0.00     4 0.310 0.117
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         23         0.0 0.00     1 0.278 0.069
9         27         0.0 0.00     2 0.259 0.093
10        26         0.0 0.00     3 0.356 0.109

[1] "Total fpts: 39.75 (143)"
       Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  12600 24.70     32.150000     5.035251
2    Jose Quintana  CWS     P   9800  4.05     20.680000    11.753436
3   Salvador Perez   KC     C   3400  5.00      6.480000     6.801470
4  Kendrys Morales  TOR    1B   3400  0.00      7.214286     8.590939
5     Jose Ramirez  CLE 2B/3B   4200  0.00      9.416667     9.815324
6     Hernan Perez  MIL 3B/OF   3300  0.00     10.111111    11.488556
7  Alcides Escobar   KC    SS   3200  2.00      3.481481     3.672877
8      Alex Gordon   KC    OF   3600  2.00      4.384615     3.589729
9      Jorge Soler   KC    OF   3500  2.00           NaN           NA
10 Jorge Bonifacio   KC    OF   3000  0.00      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         28         0.0 0.00     4 0.319 0.197
5         24         0.0 0.00     5 0.402 0.245
6         18         0.0 0.00     3 0.372 0.279
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     8 0.236 0.049
9          0         0.0 0.00     6 0.000 0.000
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: 39.55 (144)"
        Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2      Tanner Roark  WSH   P   8700 20.50     15.308333     3.493339
3    Russell Martin  TOR   C   3300  5.00      6.285714     5.235865
4    Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5       Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6     Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7       Trea Turner  WSH  SS   5100  0.00     11.588235    11.651496
8  Michael Conforto  NYM  OF   4000  0.00     12.444444    10.118255
9   Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
10     Steven Souza   TB  OF   3600  5.00      7.071429     6.486045
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         17         0.0 0.00     1 0.349 0.191
8         18         0.0 0.00     1 0.455 0.316
9         25         0.0 0.00     1 0.381 0.243
10        28         0.0 0.00     5 0.369 0.177

[1] "Total fpts: 39 (145)"
       Lineup (135) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tanner Roark  WSH   P   8700 20.5     15.308333     3.493339
2         RA Dickey  ATL   P   6900  3.5     13.110000     4.497972
3      Geovany Soto  CWS   C   2900  0.0      4.888889     5.085382
4    Logan Morrison   TB  1B   3300  0.0      9.590909     8.370351
5       Brad Miller   TB  2B   3700  0.0      7.423077     6.824503
6     Evan Longoria   TB  3B   4100  0.0      7.321429     6.554917
7  Francisco Lindor  CLE  SS   4700  0.0     10.192308     9.478478
8      Lorenzo Cain   KC  OF   3900  7.0      7.538462     4.997846
9      Steven Souza   TB  OF   3600  5.0      7.071429     6.486045
10     Colby Rasmus   TB  OF   3400  3.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.9 1.18    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3          9         0.0 0.00     8 0.318 0.237
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         26         0.0 0.00     3 0.356 0.109
9         28         0.0 0.00     5 0.369 0.177
10         0         0.0 0.00     6 0.308 0.333

[1] "Total fpts: 34.15 (146)"
        Lineup (90) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jose Quintana  CWS   P   9800  4.05     20.680000    11.753436
2     Ervin Santana  MIN   P   9700  4.10     28.510000     9.054930
3       Jesus Sucre   TB   C   2500  0.00      6.714286     7.250616
4    Logan Morrison   TB  1B   3300  0.00      9.590909     8.370351
5       Brad Miller   TB  2B   3700  0.00      7.423077     6.824503
6     Evan Longoria   TB  3B   4100  0.00      7.321429     6.554917
7  Francisco Lindor  CLE  SS   4700  0.00     10.192308     9.478478
8      Lorenzo Cain   KC  OF   3900  7.00      7.538462     4.997846
9   Corey Dickerson   TB  OF   3700  5.00      8.160000     6.374951
10   Randal Grichuk  STL  OF   3500 14.00      6.600000     6.211548
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.2 1.31    NA 0.000 0.000
2          5         6.8 0.71    NA 0.000 0.000
3          7         0.0 0.00     9 0.303 0.111
4         22         0.0 0.00     4 0.393 0.264
5         26         0.0 0.00     2 0.321 0.119
6         28         0.0 0.00     3 0.316 0.172
7         26         0.0 0.00     2 0.391 0.304
8         26         0.0 0.00     3 0.356 0.109
9         25         0.0 0.00     1 0.381 0.243
10        25         0.0 0.00     2 0.289 0.128

[1] "Total fpts: 33.6 (147)"
        Lineup (138) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ervin Santana  MIN     P   9700  4.1     28.510000     9.054930
2          RA Dickey  ATL     P   6900  3.5     13.110000     4.497972
3     Russell Martin  TOR     C   3300  5.0      6.285714     5.235865
4  Edwin Encarnacion  CLE    1B   4400  5.0      6.461538     6.357552
5    Whit Merrifield   KC 2B/OF   3400  0.0      5.857143     6.273965
6     Mike Moustakas   KC    3B   3600  0.0      7.695652     6.108376
7    Alcides Escobar   KC    SS   3200  2.0      3.481481     3.672877
8        Alex Gordon   KC    OF   3600  2.0      4.384615     3.589729
9      Marcell Ozuna  MIA    OF   3300 12.0      9.964286     9.543204
10   Jorge Bonifacio   KC    OF   3000  0.0      6.454545     6.831744
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.71    NA 0.000 0.000
2          5         5.9 1.35    NA 0.000 0.000
3         21         0.0 0.00     3 0.335 0.153
4         26         0.0 0.00     4 0.325 0.165
5         14         0.0 0.00     1 0.276 0.151
6         23         0.0 0.00     2 0.339 0.250
7         27         0.0 0.00     9 0.209 0.069
8         26         0.0 0.00     8 0.236 0.049
9         28         0.0 0.00     3 0.411 0.279
10        11         0.0 0.00     7 0.317 0.140

[1] "Total fpts: NA (148)"
         Lineup (26) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS    P  12600 24.70     32.150000     5.035251
2      Jose Quintana  CWS    P   9800  4.05     20.680000    11.753436
3     Salvador Perez   KC    C   3400  5.00      6.480000     6.801470
4          Josh Bell  PIT   1B   3100  0.00      7.440000     7.200000
5      Phil Gosselin <NA> <NA>     NA    NA           NaN           NA
6     Mike Moustakas   KC   3B   3600  0.00      7.695652     6.108376
7       Jordy Mercer  PIT   SS   3000  3.00      5.653846     5.403275
8    Gregory Polanco  PIT   OF   4200 14.00      6.565217     5.922423
9  Giancarlo Stanton  MIA   OF   4200 32.00      9.037037     9.095567
10        Jose Osuna  PIT   OF   2800 16.00      8.375000     8.911269
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3         25         0.0 0.00     5 0.306 0.216
4         25         0.0 0.00     3 0.366 0.215
5          0          NA   NA    NA    NA    NA
6         23         0.0 0.00     2 0.339 0.250
7         26         0.0 0.00     2 0.299 0.094
8         23         0.0 0.00     4 0.295 0.096
9         27         0.0 0.00     4 0.354 0.259
10         8         0.0 0.00     5 0.341 0.180

[1] "Total fpts: NA (149)"
       Lineup (53) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS    P  12600 24.70     32.150000     5.035251
2    Jose Quintana  CWS    P   9800  4.05     20.680000    11.753436
3    Chris Stewart  PIT    C   2200  3.00      4.333333     3.777124
4   Carlos Santana  CLE   1B   4100 13.00      7.230769     7.388140
5    Phil Gosselin <NA> <NA>     NA    NA           NaN           NA
6   Anthony Rendon  WSH   3B   3900  7.00      9.041667    14.579554
7      Gift Ngoepe <NA> <NA>     NA    NA           NaN           NA
8     Mookie Betts  BOS   OF   5300 24.00      6.920000     7.421366
9  Gregory Polanco  PIT   OF   4200 14.00      6.565217     5.922423
10      Jose Osuna  PIT   OF   2800 16.00      8.375000     8.911269
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          5         6.2 1.31    NA 0.000 0.000
3          6         0.0 0.00     8 0.347 0.167
4         26         0.0 0.00     1 0.303 0.142
5          0          NA   NA    NA    NA    NA
6         24         0.0 0.00     4 0.371 0.187
7          0          NA   NA    NA    NA    NA
8         25         0.0 0.00     1 0.331 0.133
9         23         0.0 0.00     4 0.295 0.096
10         8         0.0 0.00     5 0.341 0.180

[1] "Total fpts: NA (150)"
        Lineup (57) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS    P  12600 24.7     32.150000     5.035251
2      Tanner Roark  WSH    P   8700 20.5     15.308333     3.493339
3         Yan Gomes  CLE    C   2800  7.0      4.875000     4.145278
4         Josh Bell  PIT   1B   3100  0.0      7.440000     7.200000
5     Phil Gosselin <NA> <NA>     NA   NA           NaN           NA
6     Manny Machado  BAL   3B   5000  9.0      8.965517     8.222281
7       Gift Ngoepe <NA> <NA>     NA   NA           NaN           NA
8   Gregory Polanco  PIT   OF   4200 14.0      6.565217     5.922423
9  Michael Conforto  NYM   OF   4000  0.0     12.444444    10.118255
10       Jose Osuna  PIT   OF   2800 16.0      8.375000     8.911269
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.6 0.74    NA 0.000 0.000
2          6         5.9 1.18    NA 0.000 0.000
3         16         0.0 0.00     8 0.284 0.100
4         25         0.0 0.00     3 0.366 0.215
5          0          NA   NA    NA    NA    NA
6         29         0.0 0.00     3 0.355 0.261
7          0          NA   NA    NA    NA    NA
8         23         0.0 0.00     4 0.295 0.096
9         18         0.0 0.00     1 0.455 0.316
10         8         0.0 0.00     5 0.341 0.180



***********************************************************************************************
Contest 19: 2017-05-08 $8.00entry_MLB$175KCrazy8's
***********************************************************************************************
[1] "PnL: -1014"

[1] "Total fpts: 145.5 (1)"
      Lineup (127) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
2    Trevor Cahill   SD     P   7600 25.8     20.900000     7.226860
3     Gary Sanchez  NYY     C   4800 17.0      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.0      9.227273     8.927922
5      Brad Miller   TB    2B   3600  7.0      7.148148     6.842760
6    Justin Turner  LAD    3B   3600  5.0      8.384615     5.060252
7   Didi Gregorius  NYY    SS   3800  7.0      6.750000     5.675763
8     Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9  Jacoby Ellsbury  NYY    OF   4000 11.0      9.086957     7.310721
10     Aaron Hicks  NYY    OF   3300 14.0     14.333333    10.334869
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         27         0.0 0.00     2 0.311 0.114
6         26         0.0 0.00     3 0.425 0.132
7          8         0.0 0.00     6 0.293 0.051
8         24         0.0 0.00     3 0.513 0.347
9         23         0.0 0.00     4 0.350 0.154
10        15         0.0 0.00     2 0.464 0.324

[1] "Total fpts: 137 (2)"
         Lineup (67) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2     Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3    Yasmani Grandal  LAD     C   3400 14.0      6.000000     6.900656
4     Cody Bellinger  LAD 1B/OF   3600  4.0     13.636364    13.574039
5       Chris Taylor  LAD    2B   3200 32.0      8.250000     4.682795
6      Justin Turner  LAD    3B   3600  5.0      8.384615     5.060252
7  Andrelton Simmons  LAA    SS   3000  2.0      5.827586     5.542491
8       Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9        Khris Davis  OAK    OF   3800  0.0      8.071429     7.859547
10      Joc Pederson  LAD    OF   3700 19.0      6.000000     6.090231
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         11         0.0 0.00     4 0.492 0.429
5          8         0.0 0.00     6 0.467 0.235
6         26         0.0 0.00     3 0.425 0.132
7         29         0.0 0.00     5 0.307 0.094
8         24         0.0 0.00     3 0.513 0.347
9         28         0.0 0.00     3 0.376 0.306
10        12         0.0 0.00     5 0.307 0.113

[1] "Total fpts: 116 (3)"
         Lineup (93) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM   P  10800 25.3     21.516667    11.367923
2     Marcus Stroman  TOR   P   9400 14.7     15.950000    14.831824
3      Austin Hedges   SD   C   2800 21.0      6.240000     7.774317
4          Wil Myers   SD  1B   4300  5.0      9.266667     8.673914
5  Yangervis Solarte   SD  2B   3600  3.0      6.833333     5.736053
6       Ryan Schimpf   SD  3B   3700 23.0      6.400000     7.211103
7       Corey Seager  LAD  SS   4400  7.0      8.777778     7.556624
8        Khris Davis  OAK  OF   3800  0.0      8.071429     7.859547
9       Lorenzo Cain   KC  OF   3600 17.0      7.518519     4.901886
10    Hunter Renfroe   SD  OF   3400  0.0      5.137931     5.884144
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         25         0.0 0.00     7 0.270 0.228
4         30         0.0 0.00     3 0.375 0.258
5         30         0.0 0.00     4 0.340 0.132
6         25         0.0 0.00     5 0.319 0.278
7         27         0.0 0.00     2 0.377 0.196
8         28         0.0 0.00     3 0.376 0.306
9         27         0.0 0.00     2 0.350 0.106
10        29         0.0 0.00     6 0.260 0.160

[1] "Total fpts: 114.45 (4)"
        Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3    Salvador Perez   KC     C   3400 10.00      6.423077     6.670371
4       Eric Hosmer   KC    1B   3500 25.00      6.428571     5.580579
5   Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6  Cheslor Cuthbert   KC    3B   3000  0.00      3.333333     5.567764
7  Francisco Lindor  CLE    SS   4600  8.00      9.814815     9.499138
8      Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9       Khris Davis  OAK    OF   3800  0.00      8.071429     7.859547
10      Jorge Soler   KC    OF   3200  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         28         0.0 0.00     3 0.318 0.116
5         15         0.0 0.00     6 0.259 0.140
6          9         0.0 0.00     7 0.198 0.114
7         27         0.0 0.00     2 0.379 0.297
8         24         0.0 0.00     3 0.513 0.347
9         28         0.0 0.00     3 0.376 0.306
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: 109.45 (5)"
       Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2  Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3    Yadier Molina  STL     C   3300  9.00      5.217391     4.177391
4   Matt Carpenter  STL    1B   4100 18.00      9.125000     7.290926
5      Jedd Gyorko  STL 2B/3B   3800  7.00     10.526316     9.335526
6    Justin Turner  LAD    3B   3600  5.00      8.384615     5.060252
7     Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8     Lorenzo Cain   KC    OF   3600 17.00      7.518519     4.901886
9     Kole Calhoun  LAA    OF   3600  3.00      7.000000     6.283429
10  Randal Grichuk  STL    OF   3600  0.00      6.884615     6.256689
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         24         0.0 0.00     3 0.400 0.256
5         19         0.0 0.00     4 0.466 0.338
6         26         0.0 0.00     3 0.425 0.132
7         24         0.0 0.00     6 0.308 0.175
8         27         0.0 0.00     2 0.350 0.106
9         28         0.0 0.00     2 0.315 0.137
10        26         0.0 0.00     2 0.293 0.138

[1] "Total fpts: 109 (6)"
        Lineup (78) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2    Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3       Drew Butera   KC     C   2000 19.0      2.166667     3.488075
4         Wil Myers   SD    1B   4300  5.0      9.266667     8.673914
5   Whit Merrifield   KC 2B/OF   3100  6.0      5.466667     6.232022
6  Cheslor Cuthbert   KC    3B   3000  0.0      3.333333     5.567764
7      Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8      Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9       Alex Gordon   KC    OF   3300 11.0      4.296296     3.549808
10      Jorge Soler   KC    OF   3200  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3          6         0.0 0.00     9 0.145 0.050
4         30         0.0 0.00     3 0.375 0.258
5         15         0.0 0.00     6 0.259 0.140
6          9         0.0 0.00     7 0.198 0.114
7         27         0.0 0.00     2 0.377 0.196
8         24         0.0 0.00     3 0.513 0.347
9         27         0.0 0.00     8 0.236 0.048
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: 103.05 (7)"
        Lineup (142) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Masahiro Tanaka  NYY   P   9100 19.15     14.991667    14.341632
2       Gio Gonzalez  WSH   P   8700 -1.10     20.150000     5.672411
3       Gary Sanchez  NYY   C   4800 17.00      5.875000     7.772433
4        Justin Bour  MIA  1B   3000  0.00      6.500000     8.164558
5         Dee Gordon  MIA  2B   4000  2.00      8.423077     6.487977
6      Justin Turner  LAD  3B   3600  5.00      8.384615     5.060252
7       Corey Seager  LAD  SS   4400  7.00      8.777778     7.556624
8  Giancarlo Stanton  MIA  OF   4400 16.00      9.857143     9.924583
9   Christian Yelich  MIA  OF   4100  8.00      8.535714     7.320606
10     Marcell Ozuna  MIA  OF   3400 30.00     10.034483     9.378862
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         26         0.0 0.00     5 0.310 0.158
5         26         0.0 0.00     1 0.295 0.065
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     2 0.377 0.196
8         28         0.0 0.00     4 0.371 0.299
9         28         0.0 0.00     2 0.315 0.119
10        29         0.0 0.00     3 0.412 0.276

[1] "Total fpts: 102.2 (8)"
       Lineup (65) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10800 25.3     21.516667    11.367923
2     Gio Gonzalez  WSH   P   8700 -1.1     20.150000     5.672411
3  Yasmani Grandal  LAD   C   3400 14.0      6.000000     6.900656
4   Logan Morrison   TB  1B   3200  0.0      9.173913     8.418876
5      Brad Miller   TB  2B   3600  7.0      7.148148     6.842760
6    Evan Longoria   TB  3B   4100  8.0      7.068966     6.578814
7     Aledmys Diaz  STL  SS   3900  6.0      7.583333     9.703951
8     Bryce Harper  WSH  OF   5400 21.0     13.958333    12.102746
9     Steven Souza   TB  OF   3500  0.0      7.000000     6.380775
10    Colby Rasmus   TB  OF   3300 22.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         23         0.0 0.00     4 0.379 0.253
5         27         0.0 0.00     2 0.311 0.114
6         29         0.0 0.00     3 0.307 0.167
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     3 0.513 0.347
9         29         0.0 0.00     5 0.370 0.172
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: 98.95 (9)"
      Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY   P   9100 19.15     14.991667    14.341632
2    Trevor Cahill   SD   P   7600 25.80     20.900000     7.226860
3     Gary Sanchez  NYY   C   4800 17.00      5.875000     7.772433
4   Ryan Zimmerman  WSH  1B   4700  0.00     15.391304     8.820117
5    Daniel Murphy  WSH  2B   4900  4.00      9.777778     9.920194
6       Yandy Diaz  CLE  3B   2500  2.00      4.833333     3.325749
7      Wilmer Difo  WSH  SS   3100  0.00      6.000000     5.000000
8     Bryce Harper  WSH  OF   5400 21.00     13.958333    12.102746
9     Jayson Werth  WSH  OF   4100 10.00      7.666667     8.908553
10     Khris Davis  OAK  OF   3800  0.00      8.071429     7.859547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         23         0.0 0.00     4 0.564 0.472
5         27         0.0 0.00     5 0.406 0.214
6         12         0.0 0.00     7 0.256 0.018
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        28         0.0 0.00     3 0.376 0.306

[1] "Total fpts: 90.45 (10)"
       Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3     Yadier Molina  STL     C   3300  9.00      5.217391     4.177391
4         Wil Myers   SD    1B   4300  5.00      9.266667     8.673914
5       Jedd Gyorko  STL 2B/3B   3800  7.00     10.526316     9.335526
6     Manny Machado  BAL    3B   5100  0.00      8.966667     8.079277
7      Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8     Jose Bautista  TOR    OF   4100  2.00      5.892857     5.877385
9        Tommy Pham  STL    OF   3000  7.00           NaN           NA
10 Magneuris Sierra  STL    OF   2600 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         30         0.0 0.00     3 0.375 0.258
5         19         0.0 0.00     4 0.466 0.338
6         30         0.0 0.00     3 0.356 0.254
7         24         0.0 0.00     6 0.308 0.175
8         28         0.0 0.00     2 0.251 0.089
9          0         0.0 0.00     7 0.739 0.833
10         0         0.0 0.00     8 0.150 0.000

[1] "Total fpts: 86.95 (11)"
      Lineup (114) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10800 25.30     21.516667    11.367923
2      Blake Snell   TB   P   7400  0.65     11.570000     4.919680
3  Yasmani Grandal  LAD   C   3400 14.00      6.000000     6.900656
4   Ryan Zimmerman  WSH  1B   4700  0.00     15.391304     8.820117
5    Daniel Murphy  WSH  2B   4900  4.00      9.777778     9.920194
6   Anthony Rendon  WSH  3B   4400  7.00      8.960000    14.278422
7     Jordy Mercer  PIT  SS   2800  5.00      5.555556     5.322906
8     Bryce Harper  WSH  OF   5400 21.00     13.958333    12.102746
9     Jayson Werth  WSH  OF   4100 10.00      7.666667     8.908553
10     Jaff Decker  OAK  OF   2000  0.00      3.461538     3.281651
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         23         0.0 0.00     4 0.564 0.472
5         27         0.0 0.00     5 0.406 0.214
6         25         0.0 0.00     6 0.369 0.180
7         27         0.0 0.00     2 0.297 0.090
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        13         0.0 0.00     8 0.285 0.064

[1] "Total fpts: 86.6 (12)"
       Lineup (133) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
2      Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
3   Yasmani Grandal  LAD     C   3400 14.0      6.000000     6.900656
4    Ryan Zimmerman  WSH    1B   4700  0.0     15.391304     8.820117
5     Daniel Murphy  WSH    2B   4900  4.0      9.777778     9.920194
6  Cory Spangenberg   SD 3B/OF   3300 14.0      6.375000     3.020761
7       Wilmer Difo  WSH    SS   3100  0.0      6.000000     5.000000
8      Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9      Jayson Werth  WSH    OF   4100 10.0      7.666667     8.908553
10     Andrew Toles  LAD    OF   3000 10.0      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         23         0.0 0.00     4 0.564 0.472
5         27         0.0 0.00     5 0.406 0.214
6          8         0.0 0.00     2 0.286 0.051
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: 81.6 (13)"
      Lineup (146) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10800 25.3     21.516667    11.367923
2  Carlos Martinez  STL   P   9800 21.3     18.580000    12.518616
3  Jonathan Lucroy  TEX   C   3500  0.0      5.428571     6.599784
4   Carlos Santana  CLE  1B   4000 12.0      7.444444     7.329253
5     Rougned Odor  TEX  2B   4100  0.0      5.548387     6.070907
6       Joey Gallo  TEX  3B   3400  0.0      9.033333     8.564092
7     Elvis Andrus  TEX  SS   3600  4.0      8.200000     7.457466
8    Jose Bautista  TOR  OF   4100  2.0      5.892857     5.877385
9     Carlos Gomez  TEX  OF   3700  7.0      7.100000     8.276889
10    Andrew Toles  LAD  OF   3000 10.0      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.0 1.31    NA 0.000 0.000
3         21         0.0 0.00     6 0.279 0.125
4         27         0.0 0.00     1 0.316 0.145
5         31         0.0 0.00     2 0.267 0.191
6         30         0.0 0.00     5 0.355 0.346
7         30         0.0 0.00     3 0.345 0.195
8         28         0.0 0.00     2 0.251 0.089
9         30         0.0 0.00     4 0.312 0.185
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: 80.45 (14)"
      Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM   P  10800 25.30     21.516667    11.367923
2  Masahiro Tanaka  NYY   P   9100 19.15     14.991667    14.341632
3     Derek Norris   TB   C   2700  2.00      5.304348     5.554971
4        Wil Myers   SD  1B   4300  5.00      9.266667     8.673914
5      Brad Miller   TB  2B   3600  7.00      7.148148     6.842760
6    Manny Machado  BAL  3B   5100  0.00      8.966667     8.079277
7      Tim Beckham   TB  SS   3100  0.00      7.666667     9.302605
8    Jose Bautista  TOR  OF   4100  2.00      5.892857     5.877385
9  Corey Dickerson   TB  OF   3500 15.00      8.038462     6.276819
10 Kevin Kiermaier   TB  OF   3400  5.00      5.448276     6.378458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         30         0.0 0.00     3 0.375 0.258
5         27         0.0 0.00     2 0.311 0.114
6         30         0.0 0.00     3 0.356 0.254
7         27         0.0 0.00     7 0.331 0.236
8         28         0.0 0.00     2 0.251 0.089
9         26         0.0 0.00     1 0.376 0.235
10        29         0.0 0.00     8 0.258 0.066

[1] "Total fpts: NA (15)"
       Lineup (1) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
2      Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3  Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4   Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5     Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6     Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7    Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8  Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9    Joey Rickard  BAL   OF   3000 16.00      8.500000     7.314369
10   Andrew Toles  LAD   OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.53    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9          6         0.0 0.00     1 0.298 0.086
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (16)"
       Lineup (2) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2   Nick Martinez  TEX    P   5800  8.1           NaN           NA
3  Miguel Montero <NA> <NA>     NA   NA     11.625000     7.520211
4   Anthony Rizzo <NA> <NA>     NA   NA      8.620690     7.747874
5     Ben Zobrist <NA> <NA>     NA   NA      7.818182     5.876802
6     Kris Bryant <NA> <NA>     NA   NA     10.620690     8.112661
7    Aledmys Diaz  STL   SS   3900  6.0      7.583333     9.703951
8  Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9      Matt Joyce  OAK   OF   2400  0.0      5.727273     6.620184
10    Jaff Decker  OAK   OF   2000  0.0      3.461538     3.281651
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          0         6.1 1.20    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         22         0.0 0.00     1 0.269 0.138
10        13         0.0 0.00     8 0.285 0.064

[1] "Total fpts: NA (17)"
          Lineup (3) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Trevor Cahill   SD    P   7600 25.80     20.900000     7.226860
2         Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3    Yasmani Grandal  LAD    C   3400 14.00      6.000000     6.900656
4      Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5        Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6        Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7  Andrelton Simmons  LAA   SS   3000  2.00      5.827586     5.542491
8     Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9      Albert Almora <NA> <NA>     NA    NA      7.615385     6.007474
10      Lorenzo Cain   KC   OF   3600 17.00      7.518519     4.901886
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.13    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         29         0.0 0.00     5 0.307 0.094
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10        27         0.0 0.00     2 0.350 0.106

[1] "Total fpts: NA (18)"
       Lineup (4) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
2   Trevor Cahill   SD    P   7600 25.8     20.900000     7.226860
3  Miguel Montero <NA> <NA>     NA   NA     11.625000     7.520211
4   Anthony Rizzo <NA> <NA>     NA   NA      8.620690     7.747874
5     Ben Zobrist <NA> <NA>     NA   NA      7.818182     5.876802
6     Kris Bryant <NA> <NA>     NA   NA     10.620690     8.112661
7    Jordy Mercer  PIT   SS   2800  5.0      5.555556     5.322906
8  Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9    Kevin Pillar  TOR   OF   3200  4.0      8.620690     8.055228
10     Jose Osuna  PIT   OF   2600  5.0      9.222222     8.714611
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.297 0.090
8         26          NA   NA    NA    NA    NA
9         29         0.0 0.00     1 0.371 0.197
10         9         0.0 0.00     5 0.353 0.233

[1] "Total fpts: NA (19)"
        Lineup (5) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3   Salvador Perez   KC     C   3400 10.00      6.423077     6.670371
4      Eric Hosmer   KC    1B   3500 25.00      6.428571     5.580579
5  Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6      Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7     Corey Seager  LAD    SS   4400  7.00      8.777778     7.556624
8   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9     Lorenzo Cain   KC    OF   3600 17.00      7.518519     4.901886
10     Jorge Soler   KC    OF   3200  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         28         0.0 0.00     3 0.318 0.116
5         15         0.0 0.00     6 0.259 0.140
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     2 0.350 0.106
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (20)"
       Lineup (6) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
2     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3    Stephen Vogt  OAK    C   3100  3.00      3.850000     4.704701
4   Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5     Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6     Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7     Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8  Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9   Albert Almora <NA> <NA>     NA    NA      7.615385     6.007474
10     Matt Joyce  OAK   OF   2400  0.00      5.727273     6.620184
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         20         0.0 0.00     6 0.238 0.128
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10        22         0.0 0.00     1 0.269 0.138

[1] "Total fpts: NA (21)"
         Lineup (7) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2  Kendall Graveman  OAK    P   6500 18.35     10.100000    12.826860
3    Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4     Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5       Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6       Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7       Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8    Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9       Jorge Soler   KC   OF   3200  0.00           NaN           NA
10       Tommy Pham  STL   OF   3000  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          4         5.5 1.21    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         26          NA   NA    NA    NA    NA
9          0         0.0 0.00     5 0.103 0.000
10         0         0.0 0.00     7 0.739 0.833

[1] "Total fpts: NA (22)"
        Lineup (8) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2    Nick Martinez  TEX    P   5800  8.10           NaN           NA
3    Roberto Perez  CLE    C   2300  4.00      3.300000     5.755191
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7     Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9    Albert Almora <NA> <NA>     NA    NA      7.615385     6.007474
10    Kevin Pillar  TOR   OF   3200  4.00      8.620690     8.055228
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          0         6.1 1.20    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10        29         0.0 0.00     1 0.371 0.197

[1] "Total fpts: NA (23)"
        Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3   Miguel Montero <NA>  <NA>     NA    NA     11.625000     7.520211
4   Cody Bellinger  LAD 1B/OF   3600  4.00     13.636364    13.574039
5  Tommy La Stella <NA>  <NA>     NA    NA           NaN           NA
6    Justin Turner  LAD    3B   3600  5.00      8.384615     5.060252
7     Corey Seager  LAD    SS   4400  7.00      8.777778     7.556624
8   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9     Joc Pederson  LAD    OF   3700 19.00      6.000000     6.090231
10    Andrew Toles  LAD    OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         11         0.0 0.00     4 0.492 0.429
5          0          NA   NA    NA    NA    NA
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         12         0.0 0.00     5 0.307 0.113
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (24)"
         Lineup (10) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Trevor Bauer  CLE    P   7900 12.1      8.575000    11.719962
2       Jake Arrieta <NA> <NA>     NA   NA     18.858333    10.106801
3     Miguel Montero <NA> <NA>     NA   NA     11.625000     7.520211
4      Anthony Rizzo <NA> <NA>     NA   NA      8.620690     7.747874
5        Ben Zobrist <NA> <NA>     NA   NA      7.818182     5.876802
6        Kris Bryant <NA> <NA>     NA   NA     10.620690     8.112661
7  Andrelton Simmons  LAA   SS   3000  2.0      5.827586     5.542491
8     Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9        Aaron Hicks  NYY   OF   3300 14.0     14.333333    10.334869
10 Lonnie Chisenhall  CLE   OF   3000  3.0      7.272727     6.987001
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          4         5.4 1.59    NA 0.000 0.000
2          6          NA   NA    NA    NA    NA
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         29         0.0 0.00     5 0.307 0.094
8         26          NA   NA    NA    NA    NA
9         15         0.0 0.00     2 0.464 0.324
10        11         0.0 0.00     6 0.314 0.208

[1] "Total fpts: NA (25)"
        Lineup (11) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2      Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
3    Salvador Perez   KC     C   3400 10.0      6.423077     6.670371
4     Anthony Rizzo <NA>  <NA>     NA   NA      8.620690     7.747874
5   Whit Merrifield   KC 2B/OF   3100  6.0      5.466667     6.232022
6  Cheslor Cuthbert   KC    3B   3000  0.0      3.333333     5.567764
7      Aledmys Diaz  STL    SS   3900  6.0      7.583333     9.703951
8    Kyle Schwarber <NA>  <NA>     NA   NA      7.192308     5.899283
9       Alex Gordon   KC    OF   3300 11.0      4.296296     3.549808
10      Jorge Soler   KC    OF   3200  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         29          NA   NA    NA    NA    NA
5         15         0.0 0.00     6 0.259 0.140
6          9         0.0 0.00     7 0.198 0.114
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     8 0.236 0.048
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (26)"
      Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2      Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3   Yadier Molina  STL     C   3300  9.00      5.217391     4.177391
4  Matt Carpenter  STL    1B   4100 18.00      9.125000     7.290926
5     Jedd Gyorko  STL 2B/3B   3800  7.00     10.526316     9.335526
6     Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7    Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8  Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9    Andrew Toles  LAD    OF   3000 10.00      9.250000     7.514431
10     Tommy Pham  STL    OF   3000  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         24         0.0 0.00     3 0.400 0.256
5         19         0.0 0.00     4 0.466 0.338
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         16         0.0 0.00     1 0.333 0.205
10         0         0.0 0.00     7 0.739 0.833

[1] "Total fpts: NA (27)"
       Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3  Yasmani Grandal  LAD     C   3400 14.00      6.000000     6.900656
4   Cody Bellinger  LAD 1B/OF   3600  4.00     13.636364    13.574039
5     Chris Taylor  LAD    2B   3200 32.00      8.250000     4.682795
6      Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7     Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9      Yasiel Puig  LAD    OF   3800 17.00      6.428571     7.680801
10    Joc Pederson  LAD    OF   3700 19.00      6.000000     6.090231
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         11         0.0 0.00     4 0.492 0.429
5          8         0.0 0.00     6 0.467 0.235
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         28         0.0 0.00     8 0.317 0.162
10        12         0.0 0.00     5 0.307 0.113

[1] "Total fpts: NA (28)"
          Lineup (14) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2    Kendall Graveman  OAK    P   6500 18.35     10.100000    12.826860
3         Drew Butera   KC    C   2000 19.00      2.166667     3.488075
4       Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5         Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6         Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7  Adeiny Hechavarria  MIA   SS   2500  0.00      6.142857     6.585031
8      Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9       Albert Almora <NA> <NA>     NA    NA      7.615385     6.007474
10       Andrew Toles  LAD   OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         5.5 1.21    NA 0.000 0.000
3          6         0.0 0.00     9 0.145 0.050
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         14         0.0 0.00     8 0.307 0.115
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (29)"
        Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2        Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3    Miguel Montero <NA>  <NA>     NA    NA     11.625000     7.520211
4     Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5     Josh Harrison  PIT 2B/3B   3300  0.00      8.040000     7.002857
6       Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7      Jordy Mercer  PIT    SS   2800  5.00      5.555556     5.322906
8  Andrew McCutchen  PIT    OF   4000  7.00      6.928571     6.440201
9   Gregory Polanco  PIT    OF   3900  3.00      6.875000     5.987759
10       Jose Osuna  PIT    OF   2600  5.00      9.222222     8.714611
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         25         0.0 0.00     1 0.378 0.191
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.297 0.090
8         28         0.0 0.00     3 0.306 0.182
9         24         0.0 0.00     4 0.316 0.104
10         9         0.0 0.00     5 0.353 0.233

[1] "Total fpts: NA (30)"
         Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2    Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3   Martin Maldonado  LAA     C   2300  0.00      4.875000     4.830271
4      Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5   Cliff Pennington  LAA 2B/SS   2000  2.00      3.600000     4.929503
6        Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7  Andrelton Simmons  LAA    SS   3000  2.00      5.827586     5.542491
8     Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9     Cameron Maybin  LAA    OF   3500  0.00      7.000000     5.255383
10        Ben Revere  LAA    OF   3100 18.00      5.000000     4.729021
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         24         0.0 0.00     9 0.313 0.090
4         29          NA   NA    NA    NA    NA
5          5         0.0 0.00     8 0.254 0.000
6         29          NA   NA    NA    NA    NA
7         29         0.0 0.00     5 0.307 0.094
8         26          NA   NA    NA    NA    NA
9         22         0.0 0.00     6 0.282 0.071
10        12         0.0 0.00     7 0.203 0.069

[1] "Total fpts: NA (31)"
       Lineup (17) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Matt Moore   SF    P   8000 10.60      8.866667    15.429377
2    Ricky Nolasco  LAA    P   7500 28.75     13.150000     4.379355
3   Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7      Erick Aybar   SD   SS   2700  2.00      6.076923     6.228471
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Corey Dickerson   TB   OF   3500 15.00      8.038462     6.276819
10     Alex Gordon   KC   OF   3300 11.00      4.296296     3.549808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.6 1.56    NA 0.000 0.000
2          5         5.4 1.35    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         26         0.0 0.00     8 0.279 0.134
8         26          NA   NA    NA    NA    NA
9         26         0.0 0.00     1 0.376 0.235
10        27         0.0 0.00     8 0.236 0.048

[1] "Total fpts: NA (32)"
       Lineup (18) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2      Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3     Derek Norris   TB    C   2700  2.00      5.304348     5.554971
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Brad Miller   TB   2B   3600  7.00      7.148148     6.842760
6    Evan Longoria   TB   3B   4100  8.00      7.068966     6.578814
7     Aledmys Diaz  STL   SS   3900  6.00      7.583333     9.703951
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Corey Dickerson   TB   OF   3500 15.00      8.038462     6.276819
10 Kevin Kiermaier   TB   OF   3400  5.00      5.448276     6.378458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         29          NA   NA    NA    NA    NA
5         27         0.0 0.00     2 0.311 0.114
6         29         0.0 0.00     3 0.307 0.167
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         26         0.0 0.00     1 0.376 0.235
10        29         0.0 0.00     8 0.258 0.066

[1] "Total fpts: NA (33)"
       Lineup (19) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2     Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
3      Drew Butera   KC    C   2000 19.0      2.166667     3.488075
4      Eric Hosmer   KC   1B   3500 25.0      6.428571     5.580579
5      Javier Baez <NA> <NA>     NA   NA      8.619048     9.441802
6      Kris Bryant <NA> <NA>     NA   NA     10.620690     8.112661
7  Alcides Escobar   KC   SS   3000 10.0      3.428571     3.615077
8   Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9     Lorenzo Cain   KC   OF   3600 17.0      7.518519     4.901886
10     Alex Gordon   KC   OF   3300 11.0      4.296296     3.549808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3          6         0.0 0.00     9 0.145 0.050
4         28         0.0 0.00     3 0.318 0.116
5         21          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         28         0.0 0.00     1 0.210 0.067
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     2 0.350 0.106
10        27         0.0 0.00     8 0.236 0.048

[1] "Total fpts: NA (34)"
      Lineup (20) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Marcus Stroman  TOR    P   9400 14.7     15.950000    14.831824
2    Trevor Bauer  CLE    P   7900 12.1      8.575000    11.719962
3    Derek Norris   TB    C   2700  2.0      5.304348     5.554971
4   Anthony Rizzo <NA> <NA>     NA   NA      8.620690     7.747874
5     Ben Zobrist <NA> <NA>     NA   NA      7.818182     5.876802
6     Kris Bryant <NA> <NA>     NA   NA     10.620690     8.112661
7    Jordy Mercer  PIT   SS   2800  5.0      5.555556     5.322906
8  Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9   Albert Almora <NA> <NA>     NA   NA      7.615385     6.007474
10    Jaff Decker  OAK   OF   2000  0.0      3.461538     3.281651
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          4         5.4 1.59    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.297 0.090
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10        13         0.0 0.00     8 0.285 0.064

[1] "Total fpts: NA (35)"
        Lineup (21) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2        Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3     Roberto Perez  CLE    C   2300  4.00      3.300000     5.755191
4    Carlos Santana  CLE   1B   4000 12.00      7.444444     7.329253
5      Jason Kipnis  CLE   2B   3900  0.00      3.846154     4.412976
6       Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7  Francisco Lindor  CLE   SS   4600  8.00      9.814815     9.499138
8    Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9       Khris Davis  OAK   OF   3800  0.00      8.071429     7.859547
10  Abraham Almonte  CLE   OF   3000  0.00      5.111111     5.738302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         27         0.0 0.00     1 0.316 0.145
5         13         0.0 0.00     3 0.190 0.020
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.379 0.297
8         26          NA   NA    NA    NA    NA
9         28         0.0 0.00     3 0.376 0.306
10        18         0.0 0.00     8 0.319 0.111

[1] "Total fpts: NA (36)"
      Lineup (22) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2    Rookie Davis  CIN    P   4800  3.75           NaN           NA
3  Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4   Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5     Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6     Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7    Elvis Andrus  TEX   SS   3600  4.00      8.200000     7.457466
8  Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9    Lorenzo Cain   KC   OF   3600 17.00      7.518519     4.901886
10   Kole Calhoun  LAA   OF   3600  3.00      7.000000     6.283429
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          0         3.7 2.18    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         30         0.0 0.00     3 0.345 0.195
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     2 0.350 0.106
10        28         0.0 0.00     2 0.315 0.137

[1] "Total fpts: NA (37)"
       Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3     Caleb Joseph  BAL     C   2600 14.00      3.750000     5.785955
4    Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5  Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6    Manny Machado  BAL    3B   5100  0.00      8.966667     8.079277
7         JJ Hardy  BAL    SS   3100  7.00      3.821429     5.004099
8   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9       Adam Jones  BAL    OF   4300  0.00      7.200000     6.177825
10    Joey Rickard  BAL    OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         12         0.0 0.00     9 0.194 0.109
4         29          NA   NA    NA    NA    NA
5         15         0.0 0.00     6 0.259 0.140
6         30         0.0 0.00     3 0.356 0.254
7         28         0.0 0.00     8 0.211 0.058
8         26          NA   NA    NA    NA    NA
9         30         0.0 0.00     2 0.319 0.130
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (38)"
       Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Blake Snell   TB     P   7400  0.65     11.570000     4.919680
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3     Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.00      9.227273     8.927922
5      Ben Zobrist <NA>  <NA>     NA    NA      7.818182     5.876802
6      Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7   Didi Gregorius  NYY    SS   3800  7.00      6.750000     5.675763
8   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9  Jacoby Ellsbury  NYY    OF   4000 11.00      9.086957     7.310721
10     Aaron Hicks  NYY    OF   3300 14.00     14.333333    10.334869
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.53    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7          8         0.0 0.00     6 0.293 0.051
8         26          NA   NA    NA    NA    NA
9         23         0.0 0.00     4 0.350 0.154
10        15         0.0 0.00     2 0.464 0.324

[1] "Total fpts: NA (39)"
       Lineup (25) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2     Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
3       Luke Maile  TOR     C   2300  3.0           NaN           NA
4  Kendrys Morales  TOR    1B   3600  9.0      6.965517     8.541841
5       Ryan Goins  TOR 2B/SS   2200 18.0      4.888889     5.707466
6      Kris Bryant <NA>  <NA>     NA   NA     10.620690     8.112661
7     Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8   Kyle Schwarber <NA>  <NA>     NA   NA      7.192308     5.899283
9    Jose Bautista  TOR    OF   4100  2.0      5.892857     5.877385
10    Kevin Pillar  TOR    OF   3200  4.0      8.620690     8.055228
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3          0         0.0 0.00     9 0.120 0.000
4         29         0.0 0.00     3 0.309 0.190
5         18         0.0 0.00     8 0.263 0.155
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         28         0.0 0.00     2 0.251 0.089
10        29         0.0 0.00     1 0.371 0.197

[1] "Total fpts: NA (40)"
       Lineup (26) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2    Trevor Cahill   SD    P   7600 25.8     20.900000     7.226860
3   Miguel Montero <NA> <NA>     NA   NA     11.625000     7.520211
4   Logan Morrison   TB   1B   3200  0.0      9.173913     8.418876
5      Brad Miller   TB   2B   3600  7.0      7.148148     6.842760
6    Evan Longoria   TB   3B   4100  8.0      7.068966     6.578814
7     Corey Seager  LAD   SS   4400  7.0      8.777778     7.556624
8   Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9     Steven Souza   TB   OF   3500  0.0      7.000000     6.380775
10 Corey Dickerson   TB   OF   3500 15.0      8.038462     6.276819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         23         0.0 0.00     4 0.379 0.253
5         27         0.0 0.00     2 0.311 0.114
6         29         0.0 0.00     3 0.307 0.167
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         29         0.0 0.00     5 0.370 0.172
10        26         0.0 0.00     1 0.376 0.235

[1] "Total fpts: NA (41)"
        Lineup (27) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2        Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3   Yasmani Grandal  LAD    C   3400 14.00      6.000000     6.900656
4     Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Rougned Odor  TEX   2B   4100  0.00      5.548387     6.070907
6        Joey Gallo  TEX   3B   3400  0.00      9.033333     8.564092
7      Elvis Andrus  TEX   SS   3600  4.00      8.200000     7.457466
8    Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9      Carlos Gomez  TEX   OF   3700  7.00      7.100000     8.276889
10 Delino DeShields  TEX   OF   3300  0.00      7.437500     7.797168
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         29          NA   NA    NA    NA    NA
5         31         0.0 0.00     2 0.267 0.191
6         30         0.0 0.00     5 0.355 0.346
7         30         0.0 0.00     3 0.345 0.195
8         26          NA   NA    NA    NA    NA
9         30         0.0 0.00     4 0.312 0.185
10        16         0.0 0.00     1 0.290 0.085

[1] "Total fpts: NA (42)"
      Lineup (28) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jake Arrieta <NA> <NA>     NA    NA     18.858333    10.106801
2   Ricky Nolasco  LAA    P   7500 28.75     13.150000     4.379355
3      Luke Maile  TOR    C   2300  3.00           NaN           NA
4   Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5     Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6     Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7    Aledmys Diaz  STL   SS   3900  6.00      7.583333     9.703951
8  Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9   Albert Almora <NA> <NA>     NA    NA      7.615385     6.007474
10    Jorge Soler   KC   OF   3200  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6          NA   NA    NA    NA    NA
2          5         5.4 1.35    NA 0.000 0.000
3          0         0.0 0.00     9 0.120 0.000
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (43)"
         Lineup (29) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2         Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3      Austin Hedges   SD    C   2800 21.00      6.240000     7.774317
4      Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5  Yangervis Solarte   SD   2B   3600  3.00      6.833333     5.736053
6       Ryan Schimpf   SD   3B   3700 23.00      6.400000     7.211103
7        Erick Aybar   SD   SS   2700  2.00      6.076923     6.228471
8   Charlie Blackmon <NA> <NA>     NA    NA     11.166667     7.817237
9     Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
10    Hunter Renfroe   SD   OF   3400  0.00      5.137931     5.884144
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         25         0.0 0.00     7 0.270 0.228
4         29          NA   NA    NA    NA    NA
5         30         0.0 0.00     4 0.340 0.132
6         25         0.0 0.00     5 0.319 0.278
7         26         0.0 0.00     8 0.279 0.134
8         30          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        29         0.0 0.00     6 0.260 0.160

[1] "Total fpts: NA (44)"
       Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3     Matt Wieters  WSH     C   3600  7.00      8.368421    10.231816
4        Adam Lind  WSH    1B   3600  3.00      6.000000     5.830952
5  Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6      Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7      Wilmer Difo  WSH    SS   3100  0.00      6.000000     5.000000
8   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9     Jayson Werth  WSH    OF   4100 10.00      7.666667     8.908553
10  Michael Taylor  WSH    OF   4000  7.00      5.916667     6.761634
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         19         0.0 0.00     8 0.367 0.202
4          5         0.0 0.00     7 0.405 0.281
5         15         0.0 0.00     6 0.259 0.140
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         26          NA   NA    NA    NA    NA
9         24         0.0 0.00     2 0.378 0.188
10        12         0.0 0.00     9 0.255 0.074

[1] "Total fpts: NA (45)"
       Lineup (31) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2      Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3     Derek Norris   TB    C   2700  2.00      5.304348     5.554971
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7      Tim Beckham   TB   SS   3100  0.00      7.666667     9.302605
8     Steven Souza   TB   OF   3500  0.00      7.000000     6.380775
9  Kevin Kiermaier   TB   OF   3400  5.00      5.448276     6.378458
10    Colby Rasmus   TB   OF   3300 22.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         29          NA   NA    NA    NA    NA
5         21          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     7 0.331 0.236
8         29         0.0 0.00     5 0.370 0.172
9         29         0.0 0.00     8 0.258 0.066
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: NA (46)"
         Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2    Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3      Roberto Perez  CLE     C   2300  4.00      3.300000     5.755191
4      Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5       Jose Ramirez  CLE 2B/3B   4000  3.00      9.040000     9.791493
6         Yandy Diaz  CLE    3B   2500  2.00      4.833333     3.325749
7       Corey Seager  LAD    SS   4400  7.00      8.777778     7.556624
8     Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9  Lonnie Chisenhall  CLE    OF   3000  3.00      7.272727     6.987001
10   Abraham Almonte  CLE    OF   3000  0.00      5.111111     5.738302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         29          NA   NA    NA    NA    NA
5         25         0.0 0.00     5 0.390 0.236
6         12         0.0 0.00     7 0.256 0.018
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         11         0.0 0.00     6 0.314 0.208
10        18         0.0 0.00     8 0.319 0.111

[1] "Total fpts: NA (47)"
        Lineup (33) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2        Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3       Drew Butera   KC    C   2000 19.00      2.166667     3.488075
4     Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5       Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6  Cheslor Cuthbert   KC   3B   3000  0.00      3.333333     5.567764
7   Alcides Escobar   KC   SS   3000 10.00      3.428571     3.615077
8      Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9      Lorenzo Cain   KC   OF   3600 17.00      7.518519     4.901886
10      Alex Gordon   KC   OF   3300 11.00      4.296296     3.549808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          6         0.0 0.00     9 0.145 0.050
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6          9         0.0 0.00     7 0.198 0.114
7         28         0.0 0.00     1 0.210 0.067
8         24         0.0 0.00     3 0.513 0.347
9         27         0.0 0.00     2 0.350 0.106
10        27         0.0 0.00     8 0.236 0.048

[1] "Total fpts: NA (48)"
          Lineup (34) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Matt Moore   SF    P   8000 10.60      8.866667    15.429377
2         Adam Conley  MIA    P   6400 -7.75      9.800000    15.198561
3  Francisco Cervelli  PIT    C   2800  5.00      6.350000     5.314083
4       Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5         Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6         Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7    Francisco Lindor  CLE   SS   4600  8.00      9.814815     9.499138
8      Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9       Albert Almora <NA> <NA>     NA    NA      7.615385     6.007474
10       Joey Rickard  BAL   OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.6 1.56    NA 0.000 0.000
2          5         4.2 1.44    NA 0.000 0.000
3         20         0.0 0.00     7 0.316 0.186
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.379 0.297
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (49)"
       Lineup (35) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL    P   9800 21.30     18.580000    12.518616
2      Adam Conley  MIA    P   6400 -7.75      9.800000    15.198561
3   Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7      Tim Beckham   TB   SS   3100  0.00      7.666667     9.302605
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9       Ben Revere  LAA   OF   3100 18.00      5.000000     4.729021
10    Juan Lagares  NYM   OF   2600  6.00      2.400000     1.816590
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          5         4.2 1.44    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     7 0.331 0.236
8         26          NA   NA    NA    NA    NA
9         12         0.0 0.00     7 0.203 0.069
10         5         0.0 0.00     8 0.246 0.032

[1] "Total fpts: NA (50)"
      Lineup (36) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2  Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3    Stephen Vogt  OAK     C   3100  3.0      3.850000     4.704701
4   Anthony Rizzo <NA>  <NA>     NA   NA      8.620690     7.747874
5    Adam Rosales  OAK 2B/SS   2300  5.0      5.727273     4.891020
6  Trevor Plouffe  OAK    3B   3400 19.0      5.423077     5.672199
7    Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8  Kyle Schwarber <NA>  <NA>     NA   NA      7.192308     5.899283
9      Matt Joyce  OAK    OF   2400  0.0      5.727273     6.620184
10    Jaff Decker  OAK    OF   2000  0.0      3.461538     3.281651
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         20         0.0 0.00     6 0.238 0.128
4         29          NA   NA    NA    NA    NA
5         22         0.0 0.00     9 0.288 0.117
6         26         0.0 0.00     7 0.269 0.133
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         22         0.0 0.00     1 0.269 0.138
10        13         0.0 0.00     8 0.285 0.064

[1] "Total fpts: NA (51)"
         Lineup (37) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2         Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3     Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4        Justin Bour  MIA   1B   3000  0.00      6.500000     8.164558
5         Dee Gordon  MIA   2B   4000  2.00      8.423077     6.487977
6        Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7  Andrelton Simmons  LAA   SS   3000  2.00      5.827586     5.542491
8  Giancarlo Stanton  MIA   OF   4400 16.00      9.857143     9.924583
9   Christian Yelich  MIA   OF   4100  8.00      8.535714     7.320606
10     Marcell Ozuna  MIA   OF   3400 30.00     10.034483     9.378862
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         26         0.0 0.00     5 0.310 0.158
5         26         0.0 0.00     1 0.295 0.065
6         29          NA   NA    NA    NA    NA
7         29         0.0 0.00     5 0.307 0.094
8         28         0.0 0.00     4 0.371 0.299
9         28         0.0 0.00     2 0.315 0.119
10        29         0.0 0.00     3 0.412 0.276

[1] "Total fpts: NA (52)"
          Lineup (38) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Blake Snell   TB    P   7400  0.65     11.570000     4.919680
2          Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3  Francisco Cervelli  PIT    C   2800  5.00      6.350000     5.314083
4      Ryan Zimmerman  WSH   1B   4700  0.00     15.391304     8.820117
5       Daniel Murphy  WSH   2B   4900  4.00      9.777778     9.920194
6         Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7         Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8        Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9      Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
10       Jayson Werth  WSH   OF   4100 10.00      7.666667     8.908553
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.2 1.53    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         20         0.0 0.00     7 0.316 0.186
4         23         0.0 0.00     4 0.564 0.472
5         27         0.0 0.00     5 0.406 0.214
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10        24         0.0 0.00     2 0.378 0.188

[1] "Total fpts: NA (53)"
       Lineup (39) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Blake Snell   TB    P   7400  0.65     11.570000     4.919680
2       Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3     Ryan Hanigan <NA> <NA>     NA    NA           NaN           NA
4    Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7     Trevor Story <NA> <NA>     NA    NA      7.592593     6.046355
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
10   Gerardo Parra <NA> <NA>     NA    NA      7.190476     6.630377
   Num_Games Avg_Innings WHIP Order wOBA ISO
1          5         5.2 1.53    NA    0   0
2          4         4.8 1.17    NA    0   0
3          0          NA   NA    NA   NA  NA
4         27          NA   NA    NA   NA  NA
5         22          NA   NA    NA   NA  NA
6         29          NA   NA    NA   NA  NA
7         27          NA   NA    NA   NA  NA
8         26          NA   NA    NA   NA  NA
9         26          NA   NA    NA   NA  NA
10        21          NA   NA    NA   NA  NA

[1] "Total fpts: NA (54)"
       Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2      Blake Snell   TB     P   7400  0.65     11.570000     4.919680
3     Caleb Joseph  BAL     C   2600 14.00      3.750000     5.785955
4     Trey Mancini  BAL 1B/OF   3300 21.00     10.000000    11.301917
5  Jonathan Schoop  BAL    2B   3800  7.00      7.642857     5.424323
6      Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7         JJ Hardy  BAL    SS   3100  7.00      3.821429     5.004099
8     Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
10    Joey Rickard  BAL    OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         12         0.0 0.00     9 0.194 0.109
4         16         0.0 0.00     6 0.391 0.344
5         28         0.0 0.00     7 0.360 0.214
6         29          NA   NA    NA    NA    NA
7         28         0.0 0.00     8 0.211 0.058
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (55)"
      Lineup (41) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3    Gary Sanchez  NYY    C   4800 17.00      5.875000     7.772433
4  Logan Morrison   TB   1B   3200  0.00      9.173913     8.418876
5     Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6   Evan Longoria   TB   3B   4100  8.00      7.068966     6.578814
7     Tim Beckham   TB   SS   3100  0.00      7.666667     9.302605
8  Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9    Steven Souza   TB   OF   3500  0.00      7.000000     6.380775
10   Colby Rasmus   TB   OF   3300 22.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         23         0.0 0.00     4 0.379 0.253
5         22          NA   NA    NA    NA    NA
6         29         0.0 0.00     3 0.307 0.167
7         27         0.0 0.00     7 0.331 0.236
8         26          NA   NA    NA    NA    NA
9         29         0.0 0.00     5 0.370 0.172
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: NA (56)"
       Lineup (42) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3  Tucker Barnhart  CIN    C   2600  8.00      4.523810     4.589325
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Jose Peraza  CIN   2B   3600  0.00      6.888889     7.464446
6   Eugenio Suarez  CIN   3B   3400  3.00     10.518519     8.967335
7     Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9      Adam Duvall  CIN   OF   4000  5.00     10.074074     9.355895
10  Scott Schebler  CIN   OF   3500  3.00      8.518519     8.863800
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         21         0.0 0.00     8 0.270 0.055
4         29          NA   NA    NA    NA    NA
5         27         0.0 0.00     7 0.256 0.050
6         27         0.0 0.00     5 0.436 0.283
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     4 0.381 0.327
10        27         0.0 0.00     6 0.373 0.314

[1] "Total fpts: NA (57)"
       Lineup (43) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR    P   9400 14.7     15.950000    14.831824
2    Trevor Cahill   SD    P   7600 25.8     20.900000     7.226860
3     Derek Norris   TB    C   2700  2.0      5.304348     5.554971
4    Anthony Rizzo <NA> <NA>     NA   NA      8.620690     7.747874
5      Brad Miller   TB   2B   3600  7.0      7.148148     6.842760
6      Kris Bryant <NA> <NA>     NA   NA     10.620690     8.112661
7      Tim Beckham   TB   SS   3100  0.0      7.666667     9.302605
8     Bryce Harper  WSH   OF   5400 21.0     13.958333    12.102746
9  Corey Dickerson   TB   OF   3500 15.0      8.038462     6.276819
10 Kevin Kiermaier   TB   OF   3400  5.0      5.448276     6.378458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         29          NA   NA    NA    NA    NA
5         27         0.0 0.00     2 0.311 0.114
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     7 0.331 0.236
8         24         0.0 0.00     3 0.513 0.347
9         26         0.0 0.00     1 0.376 0.235
10        29         0.0 0.00     8 0.258 0.066

[1] "Total fpts: NA (58)"
       Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3   Miguel Montero <NA>  <NA>     NA    NA     11.625000     7.520211
4       Joey Votto  CIN    1B   4600 21.00     10.700000     7.918333
5  Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6   Eugenio Suarez  CIN    3B   3400  3.00     10.518519     8.967335
7      Zack Cozart  CIN    SS   3400  9.00      9.423077     6.676365
8   Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9   Billy Hamilton  CIN    OF   4200  5.00     10.750000     9.674805
10     Adam Duvall  CIN    OF   4000  5.00     10.074074     9.355895
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         30         0.0 0.00     3 0.416 0.324
5         15         0.0 0.00     6 0.259 0.140
6         27         0.0 0.00     5 0.436 0.283
7         26         0.0 0.00     2 0.438 0.245
8         26          NA   NA    NA    NA    NA
9         28         0.0 0.00     1 0.287 0.112
10        27         0.0 0.00     4 0.381 0.327

[1] "Total fpts: NA (59)"
      Lineup (45) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Trevor Cahill   SD    P   7600 25.80     20.900000     7.226860
2     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3    Matt Wieters  WSH    C   3600  7.00      8.368421    10.231816
4   Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5     Brad Miller   TB   2B   3600  7.00      7.148148     6.842760
6     Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7     Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8    Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9    Jayson Werth  WSH   OF   4100 10.00      7.666667     8.908553
10 Michael Taylor  WSH   OF   4000  7.00      5.916667     6.761634
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.13    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         19         0.0 0.00     8 0.367 0.202
4         29          NA   NA    NA    NA    NA
5         27         0.0 0.00     2 0.311 0.114
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        12         0.0 0.00     9 0.255 0.074

[1] "Total fpts: NA (60)"
       Lineup (46) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2     Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
3   Salvador Perez   KC    C   3400 10.0      6.423077     6.670371
4      Eric Hosmer   KC   1B   3500 25.0      6.428571     5.580579
5      Ben Zobrist <NA> <NA>     NA   NA      7.818182     5.876802
6    Justin Turner  LAD   3B   3600  5.0      8.384615     5.060252
7  Alcides Escobar   KC   SS   3000 10.0      3.428571     3.615077
8     Bryce Harper  WSH   OF   5400 21.0     13.958333    12.102746
9     Lorenzo Cain   KC   OF   3600 17.0      7.518519     4.901886
10     Jorge Soler   KC   OF   3200  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         28         0.0 0.00     3 0.318 0.116
5         22          NA   NA    NA    NA    NA
6         26         0.0 0.00     3 0.425 0.132
7         28         0.0 0.00     1 0.210 0.067
8         24         0.0 0.00     3 0.513 0.347
9         27         0.0 0.00     2 0.350 0.106
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (61)"
      Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gio Gonzalez  WSH     P   8700 -1.10     20.150000     5.672411
2     Blake Snell   TB     P   7400  0.65     11.570000     4.919680
3    Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4  Cody Bellinger  LAD 1B/OF   3600  4.00     13.636364    13.574039
5    Chris Taylor  LAD    2B   3200 32.00      8.250000     4.682795
6   Justin Turner  LAD    3B   3600  5.00      8.384615     5.060252
7    Corey Seager  LAD    SS   4400  7.00      8.777778     7.556624
8    Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9  Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
10   Joc Pederson  LAD    OF   3700 19.00      6.000000     6.090231
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         11         0.0 0.00     4 0.492 0.429
5          8         0.0 0.00     6 0.467 0.235
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     2 0.377 0.196
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10        12         0.0 0.00     5 0.307 0.113

[1] "Total fpts: NA (62)"
         Lineup (48) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2         Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3        JT Realmuto  MIA    C   3300  0.00      6.875000     6.898724
4        Justin Bour  MIA   1B   3000  0.00      6.500000     8.164558
5        Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6     Derek Dietrich  MIA   3B   2900  3.00      5.133333     6.151268
7       Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8     Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Giancarlo Stanton  MIA   OF   4400 16.00      9.857143     9.924583
10     Marcell Ozuna  MIA   OF   3400 30.00     10.034483     9.378862
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         24         0.0 0.00     6 0.367 0.130
4         26         0.0 0.00     5 0.310 0.158
5         22          NA   NA    NA    NA    NA
6         15         0.0 0.00     7 0.306 0.069
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         28         0.0 0.00     4 0.371 0.299
10        29         0.0 0.00     3 0.412 0.276

[1] "Total fpts: NA (63)"
       Lineup (49) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Trevor Cahill   SD    P   7600 25.80     20.900000     7.226860
2       Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3   Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4    Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5      DJ LeMahieu <NA> <NA>     NA    NA      6.500000     6.137318
6    Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7     Aledmys Diaz  STL   SS   3900  6.00      7.583333     9.703951
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
10   Gerardo Parra <NA> <NA>     NA    NA      7.190476     6.630377
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.13    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         27          NA   NA    NA    NA    NA
5         28          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        21          NA   NA    NA    NA    NA

[1] "Total fpts: NA (64)"
       Lineup (50) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL    P   9800 21.30     18.580000    12.518616
2     Rookie Davis  CIN    P   4800  3.75           NaN           NA
3    Yadier Molina  STL    C   3300  9.00      5.217391     4.177391
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7      Zack Cozart  CIN   SS   3400  9.00      9.423077     6.676365
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9    Albert Almora <NA> <NA>     NA    NA      7.615385     6.007474
10 Corey Dickerson   TB   OF   3500 15.00      8.038462     6.276819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          0         3.7 2.18    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         26         0.0 0.00     2 0.438 0.245
8         26          NA   NA    NA    NA    NA
9         13          NA   NA    NA    NA    NA
10        26         0.0 0.00     1 0.376 0.235

[1] "Total fpts: NA (65)"
        Lineup (51) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2    Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3  Martin Maldonado  LAA     C   2300  0.0      4.875000     4.830271
4     Albert Pujols  LAA    1B   3900  6.0      7.034483     6.120707
5  Cliff Pennington  LAA 2B/SS   2000  2.0      3.600000     4.929503
6     Yunel Escobar  LAA    3B   3100  5.0      7.344828     7.383746
7      Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8      Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9    Kyle Schwarber <NA>  <NA>     NA   NA      7.192308     5.899283
10     Kole Calhoun  LAA    OF   3600  3.0      7.000000     6.283429
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         24         0.0 0.00     9 0.313 0.090
4         29         0.0 0.00     3 0.280 0.125
5          5         0.0 0.00     8 0.254 0.000
6         29         0.0 0.00     1 0.321 0.135
7         27         0.0 0.00     2 0.377 0.196
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10        28         0.0 0.00     2 0.315 0.137

[1] "Total fpts: NA (66)"
       Lineup (52) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2    Trevor Cahill   SD     P   7600 25.8     20.900000     7.226860
3     Gary Sanchez  NYY     C   4800 17.0      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.0      9.227273     8.927922
5  Whit Merrifield   KC 2B/OF   3100  6.0      5.466667     6.232022
6    Chase Headley  NYY    3B   3700  4.0      8.666667     6.108002
7   Didi Gregorius  NYY    SS   3800  7.0      6.750000     5.675763
8   Kyle Schwarber <NA>  <NA>     NA   NA      7.192308     5.899283
9  Jacoby Ellsbury  NYY    OF   4000 11.0      9.086957     7.310721
10    Andrew Toles  LAD    OF   3000 10.0      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         15         0.0 0.00     6 0.259 0.140
6         27         0.0 0.00     7 0.358 0.167
7          8         0.0 0.00     6 0.293 0.051
8         26          NA   NA    NA    NA    NA
9         23         0.0 0.00     4 0.350 0.154
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (67)"
         Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2         Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3       Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4      Matt Holliday  NYY 1B/OF   4300 23.00      9.227273     8.927922
5        Javier Baez <NA>  <NA>     NA    NA      8.619048     9.441802
6      Justin Turner  LAD    3B   3600  5.00      8.384615     5.060252
7  Andrelton Simmons  LAA    SS   3000  2.00      5.827586     5.542491
8      Brett Gardner  NYY    OF   4200 20.00      9.916667     9.921065
9    Jacoby Ellsbury  NYY    OF   4000 11.00      9.086957     7.310721
10       Aaron Hicks  NYY    OF   3300 14.00     14.333333    10.334869
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         21          NA   NA    NA    NA    NA
6         26         0.0 0.00     3 0.425 0.132
7         29         0.0 0.00     5 0.307 0.094
8         24         0.0 0.00     1 0.358 0.202
9         23         0.0 0.00     4 0.350 0.154
10        15         0.0 0.00     2 0.464 0.324

[1] "Total fpts: NA (68)"
          Lineup (54) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2        Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
3  Francisco Cervelli  PIT    C   2800  5.0      6.350000     5.314083
4           Josh Bell  PIT   1B   2900  0.0      7.153846     7.203845
5         Ben Zobrist <NA> <NA>     NA   NA      7.818182     5.876802
6         Kris Bryant <NA> <NA>     NA   NA     10.620690     8.112661
7        Aledmys Diaz  STL   SS   3900  6.0      7.583333     9.703951
8    Andrew McCutchen  PIT   OF   4000  7.0      6.928571     6.440201
9     Gregory Polanco  PIT   OF   3900  3.0      6.875000     5.987759
10         Jose Osuna  PIT   OF   2600  5.0      9.222222     8.714611
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         20         0.0 0.00     7 0.316 0.186
4         26         0.0 0.00     6 0.353 0.206
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         28         0.0 0.00     3 0.306 0.182
9         24         0.0 0.00     4 0.316 0.104
10         9         0.0 0.00     5 0.353 0.233

[1] "Total fpts: NA (69)"
        Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR     P   9400 14.70     15.950000    14.831824
2       Blake Snell   TB     P   7400  0.65     11.570000     4.919680
3     Yadier Molina  STL     C   3300  9.00      5.217391     4.177391
4     Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5       Jedd Gyorko  STL 2B/3B   3800  7.00     10.526316     9.335526
6       Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7      Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8      Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9        Tommy Pham  STL    OF   3000  7.00           NaN           NA
10 Magneuris Sierra  STL    OF   2600 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         29          NA   NA    NA    NA    NA
5         19         0.0 0.00     4 0.466 0.338
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     3 0.513 0.347
9          0         0.0 0.00     7 0.739 0.833
10         0         0.0 0.00     8 0.150 0.000

[1] "Total fpts: NA (70)"
      Lineup (56) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
2   Trevor Cahill   SD     P   7600 25.8     20.900000     7.226860
3   Yadier Molina  STL     C   3300  9.0      5.217391     4.177391
4  Matt Carpenter  STL    1B   4100 18.0      9.125000     7.290926
5     Jedd Gyorko  STL 2B/3B   3800  7.0     10.526316     9.335526
6     Kris Bryant <NA>  <NA>     NA   NA     10.620690     8.112661
7    Aledmys Diaz  STL    SS   3900  6.0      7.583333     9.703951
8    Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9   Jose Bautista  TOR    OF   4100  2.0      5.892857     5.877385
10 Randal Grichuk  STL    OF   3600  0.0      6.884615     6.256689
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         24         0.0 0.00     3 0.400 0.256
5         19         0.0 0.00     4 0.466 0.338
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     3 0.513 0.347
9         28         0.0 0.00     2 0.251 0.089
10        26         0.0 0.00     2 0.293 0.138

[1] "Total fpts: NA (71)"
       Lineup (58) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
3   Salvador Perez   KC    C   3400 10.00      6.423077     6.670371
4      Eric Hosmer   KC   1B   3500 25.00      6.428571     5.580579
5      Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7  Alcides Escobar   KC   SS   3000 10.00      3.428571     3.615077
8  Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
9     Lorenzo Cain   KC   OF   3600 17.00      7.518519     4.901886
10     Jorge Soler   KC   OF   3200  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         28         0.0 0.00     3 0.318 0.116
5         21          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         28         0.0 0.00     1 0.210 0.067
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     2 0.350 0.106
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (72)"
       Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR     P   9400 14.70     15.950000    14.831824
2  Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3     Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4   Cody Bellinger  LAD 1B/OF   3600  4.00     13.636364    13.574039
5      Ben Zobrist <NA>  <NA>     NA    NA      7.818182     5.876802
6    Justin Turner  LAD    3B   3600  5.00      8.384615     5.060252
7     Corey Seager  LAD    SS   4400  7.00      8.777778     7.556624
8     Joc Pederson  LAD    OF   3700 19.00      6.000000     6.090231
9     Lorenzo Cain   KC    OF   3600 17.00      7.518519     4.901886
10    Andrew Toles  LAD    OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         11         0.0 0.00     4 0.492 0.429
5         22          NA   NA    NA    NA    NA
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     2 0.377 0.196
8         12         0.0 0.00     5 0.307 0.113
9         27         0.0 0.00     2 0.350 0.106
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (73)"
        Lineup (60) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2      Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
3      Derek Norris   TB    C   2700  2.00      5.304348     5.554971
4    Logan Morrison   TB   1B   3200  0.00      9.173913     8.418876
5       Brad Miller   TB   2B   3600  7.00      7.148148     6.842760
6     Evan Longoria   TB   3B   4100  8.00      7.068966     6.578814
7  Francisco Lindor  CLE   SS   4600  8.00      9.814815     9.499138
8      Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9    Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
10  Corey Dickerson   TB   OF   3500 15.00      8.038462     6.276819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         23         0.0 0.00     4 0.379 0.253
5         27         0.0 0.00     2 0.311 0.114
6         29         0.0 0.00     3 0.307 0.167
7         27         0.0 0.00     2 0.379 0.297
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10        26         0.0 0.00     1 0.376 0.235

[1] "Total fpts: NA (74)"
       Lineup (61) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
2    Trevor Cahill   SD     P   7600 25.8     20.900000     7.226860
3     Gary Sanchez  NYY     C   4800 17.0      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.0      9.227273     8.927922
5  Whit Merrifield   KC 2B/OF   3100  6.0      5.466667     6.232022
6      Kris Bryant <NA>  <NA>     NA   NA     10.620690     8.112661
7     Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8    Brett Gardner  NYY    OF   4200 20.0      9.916667     9.921065
9  Jacoby Ellsbury  NYY    OF   4000 11.0      9.086957     7.310721
10     Aaron Hicks  NYY    OF   3300 14.0     14.333333    10.334869
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         15         0.0 0.00     6 0.259 0.140
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         24         0.0 0.00     1 0.358 0.202
9         23         0.0 0.00     4 0.350 0.154
10        15         0.0 0.00     2 0.464 0.324

[1] "Total fpts: NA (75)"
     Lineup (62) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Trevor Cahill   SD    P   7600 25.80     20.900000     7.226860
2    Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3   Caleb Joseph  BAL    C   2600 14.00      3.750000     5.785955
4  Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5    Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6  Manny Machado  BAL   3B   5100  0.00      8.966667     8.079277
7   Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8    Mark Trumbo  BAL   OF   4400 16.00      6.166667     6.664799
9     Adam Jones  BAL   OF   4300  0.00      7.200000     6.177825
10  Joey Rickard  BAL   OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.13    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         12         0.0 0.00     9 0.194 0.109
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         30         0.0 0.00     3 0.356 0.254
7         27         0.0 0.00     2 0.377 0.196
8         30         0.0 0.00     4 0.267 0.083
9         30         0.0 0.00     2 0.319 0.130
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (76)"
        Lineup (63) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2      Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
3     Roberto Perez  CLE    C   2300  4.00      3.300000     5.755191
4    Carlos Santana  CLE   1B   4000 12.00      7.444444     7.329253
5       Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6        Yandy Diaz  CLE   3B   2500  2.00      4.833333     3.325749
7  Francisco Lindor  CLE   SS   4600  8.00      9.814815     9.499138
8      Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9    Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
10  Abraham Almonte  CLE   OF   3000  0.00      5.111111     5.738302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         27         0.0 0.00     1 0.316 0.145
5         22          NA   NA    NA    NA    NA
6         12         0.0 0.00     7 0.256 0.018
7         27         0.0 0.00     2 0.379 0.297
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10        18         0.0 0.00     8 0.319 0.111

[1] "Total fpts: NA (77)"
      Lineup (64) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2      Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3  Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4     Chris Davis  BAL   1B   4400  4.00      6.517241     6.780332
5      Jed Lowrie  OAK   2B   2700 28.00      7.148148     5.875004
6   Manny Machado  BAL   3B   5100  0.00      8.966667     8.079277
7    Aledmys Diaz  STL   SS   3900  6.00      7.583333     9.703951
8     Mark Trumbo  BAL   OF   4400 16.00      6.166667     6.664799
9      Adam Jones  BAL   OF   4300  0.00      7.200000     6.177825
10   Joey Rickard  BAL   OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         29         0.0 0.00     5 0.336 0.167
5         27         0.0 0.00     2 0.360 0.138
6         30         0.0 0.00     3 0.356 0.254
7         24         0.0 0.00     6 0.308 0.175
8         30         0.0 0.00     4 0.267 0.083
9         30         0.0 0.00     2 0.319 0.130
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (78)"
        Lineup (66) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR     P   9400 14.70     15.950000    14.831824
2   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3       Drew Butera   KC     C   2000 19.00      2.166667     3.488075
4     Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5   Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6  Cheslor Cuthbert   KC    3B   3000  0.00      3.333333     5.567764
7   Alcides Escobar   KC    SS   3000 10.00      3.428571     3.615077
8  Charlie Blackmon <NA>  <NA>     NA    NA     11.166667     7.817237
9    Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
10      Alex Gordon   KC    OF   3300 11.00      4.296296     3.549808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          6         0.0 0.00     9 0.145 0.050
4         29          NA   NA    NA    NA    NA
5         15         0.0 0.00     6 0.259 0.140
6          9         0.0 0.00     7 0.198 0.114
7         28         0.0 0.00     1 0.210 0.067
8         30          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        27         0.0 0.00     8 0.236 0.048

[1] "Total fpts: NA (79)"
       Lineup (68) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
3     Caleb Joseph  BAL    C   2600 14.00      3.750000     5.785955
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5  Jonathan Schoop  BAL   2B   3800  7.00      7.642857     5.424323
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7         JJ Hardy  BAL   SS   3100  7.00      3.821429     5.004099
8       Adam Jones  BAL   OF   4300  0.00      7.200000     6.177825
9     Lorenzo Cain   KC   OF   3600 17.00      7.518519     4.901886
10    Joey Rickard  BAL   OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         12         0.0 0.00     9 0.194 0.109
4         29          NA   NA    NA    NA    NA
5         28         0.0 0.00     7 0.360 0.214
6         29          NA   NA    NA    NA    NA
7         28         0.0 0.00     8 0.211 0.058
8         30         0.0 0.00     2 0.319 0.130
9         27         0.0 0.00     2 0.350 0.106
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (80)"
       Lineup (69) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3  Yasmani Grandal  LAD     C   3400 14.00      6.000000     6.900656
4    Mark Reynolds <NA>  <NA>     NA    NA     11.000000     8.892521
5  Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6    Nolan Arenado <NA>  <NA>     NA    NA      9.310345     7.810723
7     Trevor Story <NA>  <NA>     NA    NA      7.592593     6.046355
8  Carlos Gonzalez <NA>  <NA>     NA    NA      4.884615     4.554795
9    Gerardo Parra <NA>  <NA>     NA    NA      7.190476     6.630377
10    Andrew Toles  LAD    OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         27          NA   NA    NA    NA    NA
5         15         0.0 0.00     6 0.259 0.140
6         29          NA   NA    NA    NA    NA
7         27          NA   NA    NA    NA    NA
8         26          NA   NA    NA    NA    NA
9         21          NA   NA    NA    NA    NA
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (81)"
       Lineup (70) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3  Jonathan Lucroy  TEX    C   3500  0.00      5.428571     6.599784
4      Mike Napoli  TEX   1B   3700  0.00      5.827586     6.447973
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6       Joey Gallo  TEX   3B   3400  0.00      9.033333     8.564092
7     Aledmys Diaz  STL   SS   3900  6.00      7.583333     9.703951
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9    Shin-Soo Choo  TEX   OF   4000 21.00      6.814815     7.966454
10    Carlos Gomez  TEX   OF   3700  7.00      7.100000     8.276889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         21         0.0 0.00     6 0.279 0.125
4         29         0.0 0.00     7 0.246 0.170
5         22          NA   NA    NA    NA    NA
6         30         0.0 0.00     5 0.355 0.346
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     8 0.318 0.129
10        30         0.0 0.00     4 0.312 0.185

[1] "Total fpts: NA (82)"
       Lineup (71) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
3   Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4   Logan Morrison   TB   1B   3200  0.00      9.173913     8.418876
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6      Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7      Tim Beckham   TB   SS   3100  0.00      7.666667     9.302605
8     Steven Souza   TB   OF   3500  0.00      7.000000     6.380775
9  Kevin Kiermaier   TB   OF   3400  5.00      5.448276     6.378458
10    Colby Rasmus   TB   OF   3300 22.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         23         0.0 0.00     4 0.379 0.253
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     7 0.331 0.236
8         29         0.0 0.00     5 0.370 0.172
9         29         0.0 0.00     8 0.258 0.066
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: NA (83)"
         Lineup (72) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2       Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
3     Miguel Montero <NA>  <NA>     NA   NA     11.625000     7.520211
4  Edwin Encarnacion  CLE    1B   4300  8.0      6.407407     6.240434
5       Jose Ramirez  CLE 2B/3B   4000  3.0      9.040000     9.791493
6         Yandy Diaz  CLE    3B   2500  2.0      4.833333     3.325749
7       Aledmys Diaz  STL    SS   3900  6.0      7.583333     9.703951
8       Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9  Lonnie Chisenhall  CLE    OF   3000  3.0      7.272727     6.987001
10   Abraham Almonte  CLE    OF   3000  0.0      5.111111     5.738302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         27         0.0 0.00     4 0.327 0.160
5         25         0.0 0.00     5 0.390 0.236
6         12         0.0 0.00     7 0.256 0.018
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     3 0.513 0.347
9         11         0.0 0.00     6 0.314 0.208
10        18         0.0 0.00     8 0.319 0.111

[1] "Total fpts: NA (84)"
      Lineup (73) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3    Matt Wieters  WSH    C   3600  7.00      8.368421    10.231816
4       Adam Lind  WSH   1B   3600  3.00      6.000000     5.830952
5   Daniel Murphy  WSH   2B   4900  4.00      9.777778     9.920194
6  Anthony Rendon  WSH   3B   4400  7.00      8.960000    14.278422
7    Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8  Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Michael Taylor  WSH   OF   4000  7.00      5.916667     6.761634
10    Jaff Decker  OAK   OF   2000  0.00      3.461538     3.281651
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         19         0.0 0.00     8 0.367 0.202
4          5         0.0 0.00     7 0.405 0.281
5         27         0.0 0.00     5 0.406 0.214
6         25         0.0 0.00     6 0.369 0.180
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         12         0.0 0.00     9 0.255 0.074
10        13         0.0 0.00     8 0.285 0.064

[1] "Total fpts: NA (85)"
       Lineup (74) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2       Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3  Yasmani Grandal  LAD    C   3400 14.00      6.000000     6.900656
4   Ryan Zimmerman  WSH   1B   4700  0.00     15.391304     8.820117
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6       Yandy Diaz  CLE   3B   2500  2.00      4.833333     3.325749
7      Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8     Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9     Jayson Werth  WSH   OF   4100 10.00      7.666667     8.908553
10  Michael Taylor  WSH   OF   4000  7.00      5.916667     6.761634
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         23         0.0 0.00     4 0.564 0.472
5         22          NA   NA    NA    NA    NA
6         12         0.0 0.00     7 0.256 0.018
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        12         0.0 0.00     9 0.255 0.074

[1] "Total fpts: NA (86)"
      Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Marcus Stroman  TOR     P   9400 14.70     15.950000    14.831824
2     Blake Snell   TB     P   7400  0.65     11.570000     4.919680
3   Yadier Molina  STL     C   3300  9.00      5.217391     4.177391
4  Matt Carpenter  STL    1B   4100 18.00      9.125000     7.290926
5     Jedd Gyorko  STL 2B/3B   3800  7.00     10.526316     9.335526
6   Nolan Arenado <NA>  <NA>     NA    NA      9.310345     7.810723
7    Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8  Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9     Khris Davis  OAK    OF   3800  0.00      8.071429     7.859547
10 Randal Grichuk  STL    OF   3600  0.00      6.884615     6.256689
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         24         0.0 0.00     3 0.400 0.256
5         19         0.0 0.00     4 0.466 0.338
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         28         0.0 0.00     3 0.376 0.306
10        26         0.0 0.00     2 0.293 0.138

[1] "Total fpts: NA (87)"
         Lineup (76) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2       Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
3      Austin Hedges   SD    C   2800 21.00      6.240000     7.774317
4          Wil Myers   SD   1B   4300  5.00      9.266667     8.673914
5  Yangervis Solarte   SD   2B   3600  3.00      6.833333     5.736053
6       Ryan Schimpf   SD   3B   3700 23.00      6.400000     7.211103
7       Aledmys Diaz  STL   SS   3900  6.00      7.583333     9.703951
8       Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9     Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
10    Hunter Renfroe   SD   OF   3400  0.00      5.137931     5.884144
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         25         0.0 0.00     7 0.270 0.228
4         30         0.0 0.00     3 0.375 0.258
5         30         0.0 0.00     4 0.340 0.132
6         25         0.0 0.00     5 0.319 0.278
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10        29         0.0 0.00     6 0.260 0.160

[1] "Total fpts: NA (88)"
        Lineup (77) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3    Salvador Perez   KC     C   3400 10.00      6.423077     6.670371
4    Cody Bellinger  LAD 1B/OF   3600  4.00     13.636364    13.574039
5      Chris Taylor  LAD    2B   3200 32.00      8.250000     4.682795
6     Justin Turner  LAD    3B   3600  5.00      8.384615     5.060252
7      Corey Seager  LAD    SS   4400  7.00      8.777778     7.556624
8  Charlie Blackmon <NA>  <NA>     NA    NA     11.166667     7.817237
9      Joc Pederson  LAD    OF   3700 19.00      6.000000     6.090231
10     Joey Rickard  BAL    OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         11         0.0 0.00     4 0.492 0.429
5          8         0.0 0.00     6 0.467 0.235
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     2 0.377 0.196
8         30          NA   NA    NA    NA    NA
9         12         0.0 0.00     5 0.307 0.113
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (89)"
         Lineup (79) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2         Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3     Salvador Perez   KC    C   3400 10.00      6.423077     6.670371
4      Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5        DJ LeMahieu <NA> <NA>     NA    NA      6.500000     6.137318
6      Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7  Andrelton Simmons  LAA   SS   3000  2.00      5.827586     5.542491
8   Charlie Blackmon <NA> <NA>     NA    NA     11.166667     7.817237
9    Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
10       Jaff Decker  OAK   OF   2000  0.00      3.461538     3.281651
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         27          NA   NA    NA    NA    NA
5         28          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         29         0.0 0.00     5 0.307 0.094
8         30          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        13         0.0 0.00     8 0.285 0.064

[1] "Total fpts: NA (90)"
         Lineup (80) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2     Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3     Miguel Montero <NA>  <NA>     NA   NA     11.625000     7.520211
4      Luis Valbuena  LAA 1B/3B   3400 19.0           NaN           NA
5   Cliff Pennington  LAA 2B/SS   2000  2.0      3.600000     4.929503
6      Manny Machado  BAL    3B   5100  0.0      8.966667     8.079277
7  Andrelton Simmons  LAA    SS   3000  2.0      5.827586     5.542491
8       Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9     Cameron Maybin  LAA    OF   3500  0.0      7.000000     5.255383
10        Ben Revere  LAA    OF   3100 18.0      5.000000     4.729021
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4          0         0.0 0.00     4 0.288 0.000
5          5         0.0 0.00     8 0.254 0.000
6         30         0.0 0.00     3 0.356 0.254
7         29         0.0 0.00     5 0.307 0.094
8         24         0.0 0.00     3 0.513 0.347
9         22         0.0 0.00     6 0.282 0.071
10        12         0.0 0.00     7 0.203 0.069

[1] "Total fpts: NA (91)"
        Lineup (81) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2      Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
3  Martin Maldonado  LAA     C   2300  0.0      4.875000     4.830271
4     Anthony Rizzo <NA>  <NA>     NA   NA      8.620690     7.747874
5  Cliff Pennington  LAA 2B/SS   2000  2.0      3.600000     4.929503
6     Yunel Escobar  LAA    3B   3100  5.0      7.344828     7.383746
7      Aledmys Diaz  STL    SS   3900  6.0      7.583333     9.703951
8  Charlie Blackmon <NA>  <NA>     NA   NA     11.166667     7.817237
9      Kole Calhoun  LAA    OF   3600  3.0      7.000000     6.283429
10       Ben Revere  LAA    OF   3100 18.0      5.000000     4.729021
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         24         0.0 0.00     9 0.313 0.090
4         29          NA   NA    NA    NA    NA
5          5         0.0 0.00     8 0.254 0.000
6         29         0.0 0.00     1 0.321 0.135
7         24         0.0 0.00     6 0.308 0.175
8         30          NA   NA    NA    NA    NA
9         28         0.0 0.00     2 0.315 0.137
10        12         0.0 0.00     7 0.203 0.069

[1] "Total fpts: NA (92)"
      Lineup (82) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2  Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3     Rene Rivera  NYM     C   2200  6.0      6.083333     6.416716
4   Wilmer Flores  NYM 1B/3B   3100  8.0      6.444444     7.333333
5     Neil Walker  NYM    2B   3400 12.0      6.034483     6.050282
6      Jose Reyes  NYM    3B   3700  2.0      6.777778     7.072881
7    Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8    Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9  Kyle Schwarber <NA>  <NA>     NA   NA      7.192308     5.899283
10   Juan Lagares  NYM    OF   2600  6.0      2.400000     1.816590
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         12         0.0 0.00     7 0.306 0.082
4          9         0.0 0.00     4 0.229 0.133
5         29         0.0 0.00     5 0.278 0.117
6         27         0.0 0.00     6 0.271 0.147
7         27         0.0 0.00     2 0.377 0.196
8         24         0.0 0.00     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10         5         0.0 0.00     8 0.246 0.032

[1] "Total fpts: NA (93)"
        Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Martinez  STL     P   9800 21.30     18.580000    12.518616
2   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3   Yasmani Grandal  LAD     C   3400 14.00      6.000000     6.900656
4    Cody Bellinger  LAD 1B/OF   3600  4.00     13.636364    13.574039
5      Chris Taylor  LAD    2B   3200 32.00      8.250000     4.682795
6     Justin Turner  LAD    3B   3600  5.00      8.384615     5.060252
7  Francisco Lindor  CLE    SS   4600  8.00      9.814815     9.499138
8    Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9     Jose Bautista  TOR    OF   4100  2.00      5.892857     5.877385
10     Joc Pederson  LAD    OF   3700 19.00      6.000000     6.090231
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         11         0.0 0.00     4 0.492 0.429
5          8         0.0 0.00     6 0.467 0.235
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     2 0.379 0.297
8         26          NA   NA    NA    NA    NA
9         28         0.0 0.00     2 0.251 0.089
10        12         0.0 0.00     5 0.307 0.113

[1] "Total fpts: NA (94)"
        Lineup (85) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
2       Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3     Roberto Perez  CLE    C   2300  4.00      3.300000     5.755191
4     Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5       DJ LeMahieu <NA> <NA>     NA    NA      6.500000     6.137318
6     Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7       Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8  Charlie Blackmon <NA> <NA>     NA    NA     11.166667     7.817237
9    Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
10  Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         27          NA   NA    NA    NA    NA
5         28          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         30          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        26          NA   NA    NA    NA    NA

[1] "Total fpts: NA (95)"
      Lineup (86) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Trevor Cahill   SD    P   7600 25.80     20.900000     7.226860
2      Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3  Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4  Ryan Zimmerman  WSH   1B   4700  0.00     15.391304     8.820117
5   Daniel Murphy  WSH   2B   4900  4.00      9.777778     9.920194
6  Anthony Rendon  WSH   3B   4400  7.00      8.960000    14.278422
7    Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8    Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9    Jayson Werth  WSH   OF   4100 10.00      7.666667     8.908553
10   Andrew Toles  LAD   OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.13    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         23         0.0 0.00     4 0.564 0.472
5         27         0.0 0.00     5 0.406 0.214
6         25         0.0 0.00     6 0.369 0.180
7         27         0.0 0.00     2 0.377 0.196
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (96)"
       Lineup (87) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL     P   9800 21.3     18.580000    12.518616
2    Trevor Cahill   SD     P   7600 25.8     20.900000     7.226860
3   Salvador Perez   KC     C   3400 10.0      6.423077     6.670371
4   Cody Bellinger  LAD 1B/OF   3600  4.0     13.636364    13.574039
5      Javier Baez <NA>  <NA>     NA   NA      8.619048     9.441802
6    Justin Turner  LAD    3B   3600  5.0      8.384615     5.060252
7     Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8     Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9     Joc Pederson  LAD    OF   3700 19.0      6.000000     6.090231
10    Andrew Toles  LAD    OF   3000 10.0      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.31    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         26           0 0.00     4 0.306 0.217
4         11           0 0.00     4 0.492 0.429
5         21          NA   NA    NA    NA    NA
6         26           0 0.00     3 0.425 0.132
7         27           0 0.00     2 0.377 0.196
8         24           0 0.00     3 0.513 0.347
9         12           0 0.00     5 0.307 0.113
10        16           0 0.00     1 0.333 0.205

[1] "Total fpts: NA (97)"
       Lineup (88) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2     Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
3     Matt Wieters  WSH    C   3600  7.00      8.368421    10.231816
4        Adam Lind  WSH   1B   3600  3.00      6.000000     5.830952
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6   Anthony Rendon  WSH   3B   4400  7.00      8.960000    14.278422
7      Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9   Michael Taylor  WSH   OF   4000  7.00      5.916667     6.761634
10     Khris Davis  OAK   OF   3800  0.00      8.071429     7.859547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         19         0.0 0.00     8 0.367 0.202
4          5         0.0 0.00     7 0.405 0.281
5         22          NA   NA    NA    NA    NA
6         25         0.0 0.00     6 0.369 0.180
7          9         0.0 0.00     1 0.255 0.041
8         26          NA   NA    NA    NA    NA
9         12         0.0 0.00     9 0.255 0.074
10        28         0.0 0.00     3 0.376 0.306

[1] "Total fpts: NA (98)"
         Lineup (89) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2     Marcus Stroman  TOR    P   9400 14.7     15.950000    14.831824
3       Derek Norris   TB    C   2700  2.0      5.304348     5.554971
4     Logan Morrison   TB   1B   3200  0.0      9.173913     8.418876
5        Brad Miller   TB   2B   3600  7.0      7.148148     6.842760
6      Evan Longoria   TB   3B   4100  8.0      7.068966     6.578814
7  Andrelton Simmons  LAA   SS   3000  2.0      5.827586     5.542491
8   Charlie Blackmon <NA> <NA>     NA   NA     11.166667     7.817237
9    Carlos Gonzalez <NA> <NA>     NA   NA      4.884615     4.554795
10   Corey Dickerson   TB   OF   3500 15.0      8.038462     6.276819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         23         0.0 0.00     4 0.379 0.253
5         27         0.0 0.00     2 0.311 0.114
6         29         0.0 0.00     3 0.307 0.167
7         29         0.0 0.00     5 0.307 0.094
8         30          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        26         0.0 0.00     1 0.376 0.235

[1] "Total fpts: NA (99)"
        Lineup (90) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2      Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
3      Gary Sanchez  NYY     C   4800 17.0      5.875000     7.772433
4     Matt Holliday  NYY 1B/OF   4300 23.0      9.227273     8.927922
5   Tommy La Stella <NA>  <NA>     NA   NA           NaN           NA
6  Cory Spangenberg   SD 3B/OF   3300 14.0      6.375000     3.020761
7    Didi Gregorius  NYY    SS   3800  7.0      6.750000     5.675763
8   Jacoby Ellsbury  NYY    OF   4000 11.0      9.086957     7.310721
9       Aaron Hicks  NYY    OF   3300 14.0     14.333333    10.334869
10     Kevin Pillar  TOR    OF   3200  4.0      8.620690     8.055228
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5          0          NA   NA    NA    NA    NA
6          8         0.0 0.00     2 0.286 0.051
7          8         0.0 0.00     6 0.293 0.051
8         23         0.0 0.00     4 0.350 0.154
9         15         0.0 0.00     2 0.464 0.324
10        29         0.0 0.00     1 0.371 0.197

[1] "Total fpts: NA (100)"
       Lineup (91) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2     Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
3     Derek Norris   TB    C   2700  2.00      5.304348     5.554971
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5      Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6    Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7      Tim Beckham   TB   SS   3100  0.00      7.666667     9.302605
8  Corey Dickerson   TB   OF   3500 15.00      8.038462     6.276819
9  Kevin Kiermaier   TB   OF   3400  5.00      5.448276     6.378458
10    Colby Rasmus   TB   OF   3300 22.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         29          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     7 0.331 0.236
8         26         0.0 0.00     1 0.376 0.235
9         29         0.0 0.00     8 0.258 0.066
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: NA (101)"
         Lineup (92) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2        Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3        JT Realmuto  MIA    C   3300  0.00      6.875000     6.898724
4        Justin Bour  MIA   1B   3000  0.00      6.500000     8.164558
5        Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6        Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7       Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8  Giancarlo Stanton  MIA   OF   4400 16.00      9.857143     9.924583
9   Christian Yelich  MIA   OF   4100  8.00      8.535714     7.320606
10     Marcell Ozuna  MIA   OF   3400 30.00     10.034483     9.378862
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         24         0.0 0.00     6 0.367 0.130
4         26         0.0 0.00     5 0.310 0.158
5         21          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         28         0.0 0.00     4 0.371 0.299
9         28         0.0 0.00     2 0.315 0.119
10        29         0.0 0.00     3 0.412 0.276

[1] "Total fpts: NA (102)"
       Lineup (94) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2      Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3  Jonathan Lucroy  TEX    C   3500  0.00      5.428571     6.599784
4    Anthony Rizzo <NA> <NA>     NA    NA      8.620690     7.747874
5     Rougned Odor  TEX   2B   4100  0.00      5.548387     6.070907
6       Joey Gallo  TEX   3B   3400  0.00      9.033333     8.564092
7     Elvis Andrus  TEX   SS   3600  4.00      8.200000     7.457466
8     Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9      Khris Davis  OAK   OF   3800  0.00      8.071429     7.859547
10    Carlos Gomez  TEX   OF   3700  7.00      7.100000     8.276889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         21         0.0 0.00     6 0.279 0.125
4         29          NA   NA    NA    NA    NA
5         31         0.0 0.00     2 0.267 0.191
6         30         0.0 0.00     5 0.355 0.346
7         30         0.0 0.00     3 0.345 0.195
8         24         0.0 0.00     3 0.513 0.347
9         28         0.0 0.00     3 0.376 0.306
10        30         0.0 0.00     4 0.312 0.185

[1] "Total fpts: NA (103)"
         Lineup (95) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2    Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
3       Caleb Joseph  BAL    C   2600 14.00      3.750000     5.785955
4      Yonder Alonso  OAK   1B   2800  0.00     10.608696     8.478524
5        Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6      Manny Machado  BAL   3B   5100  0.00      8.966667     8.079277
7  Andrelton Simmons  LAA   SS   3000  2.00      5.827586     5.542491
8        Mark Trumbo  BAL   OF   4400 16.00      6.166667     6.664799
9         Adam Jones  BAL   OF   4300  0.00      7.200000     6.177825
10      Joey Rickard  BAL   OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         12         0.0 0.00     9 0.194 0.109
4         23         0.0 0.00     4 0.438 0.356
5         21          NA   NA    NA    NA    NA
6         30         0.0 0.00     3 0.356 0.254
7         29         0.0 0.00     5 0.307 0.094
8         30         0.0 0.00     4 0.267 0.083
9         30         0.0 0.00     2 0.319 0.130
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (104)"
        Lineup (96) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2   Carlos Martinez  STL    P   9800 21.3     18.580000    12.518616
3     Roberto Perez  CLE    C   2300  4.0      3.300000     5.755191
4    Carlos Santana  CLE   1B   4000 12.0      7.444444     7.329253
5       Javier Baez <NA> <NA>     NA   NA      8.619048     9.441802
6        Yandy Diaz  CLE   3B   2500  2.0      4.833333     3.325749
7  Francisco Lindor  CLE   SS   4600  8.0      9.814815     9.499138
8  Charlie Blackmon <NA> <NA>     NA   NA     11.166667     7.817237
9   Abraham Almonte  CLE   OF   3000  0.0      5.111111     5.738302
10     Andrew Toles  LAD   OF   3000 10.0      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.0 1.31    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         27         0.0 0.00     1 0.316 0.145
5         21          NA   NA    NA    NA    NA
6         12         0.0 0.00     7 0.256 0.018
7         27         0.0 0.00     2 0.379 0.297
8         30          NA   NA    NA    NA    NA
9         18         0.0 0.00     8 0.319 0.111
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (105)"
       Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH     P   8700 -1.10     20.150000     5.672411
2       Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3     Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.00      9.227273     8.927922
5      Javier Baez <NA>  <NA>     NA    NA      8.619048     9.441802
6    Chase Headley  NYY    3B   3700  4.00      8.666667     6.108002
7   Didi Gregorius  NYY    SS   3800  7.00      6.750000     5.675763
8     Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9  Jacoby Ellsbury  NYY    OF   4000 11.00      9.086957     7.310721
10     Jorge Soler   KC    OF   3200  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         21          NA   NA    NA    NA    NA
6         27         0.0 0.00     7 0.358 0.167
7          8         0.0 0.00     6 0.293 0.051
8         24         0.0 0.00     3 0.513 0.347
9         23         0.0 0.00     4 0.350 0.154
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (106)"
         Lineup (98) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Martinez  STL     P   9800 21.3     18.580000    12.518616
2     Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3     Salvador Perez   KC     C   3400 10.0      6.423077     6.670371
4        Eric Hosmer   KC    1B   3500 25.0      6.428571     5.580579
5    Whit Merrifield   KC 2B/OF   3100  6.0      5.466667     6.232022
6   Cheslor Cuthbert   KC    3B   3000  0.0      3.333333     5.567764
7  Andrelton Simmons  LAA    SS   3000  2.0      5.827586     5.542491
8   Charlie Blackmon <NA>  <NA>     NA   NA     11.166667     7.817237
9     Kyle Schwarber <NA>  <NA>     NA   NA      7.192308     5.899283
10       Jorge Soler   KC    OF   3200  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         28         0.0 0.00     3 0.318 0.116
5         15         0.0 0.00     6 0.259 0.140
6          9         0.0 0.00     7 0.198 0.114
7         29         0.0 0.00     5 0.307 0.094
8         30          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (107)"
      Lineup (99) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2   Nick Martinez  TEX    P   5800  8.1           NaN           NA
3  Miguel Montero <NA> <NA>     NA   NA     11.625000     7.520211
4  Ryan Zimmerman  WSH   1B   4700  0.0     15.391304     8.820117
5   Daniel Murphy  WSH   2B   4900  4.0      9.777778     9.920194
6   Justin Turner  LAD   3B   3600  5.0      8.384615     5.060252
7     Wilmer Difo  WSH   SS   3100  0.0      6.000000     5.000000
8    Bryce Harper  WSH   OF   5400 21.0     13.958333    12.102746
9    Jayson Werth  WSH   OF   4100 10.0      7.666667     8.908553
10   Kevin Pillar  TOR   OF   3200  4.0      8.620690     8.055228
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          0         6.1 1.20    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         23         0.0 0.00     4 0.564 0.472
5         27         0.0 0.00     5 0.406 0.214
6         26         0.0 0.00     3 0.425 0.132
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        29         0.0 0.00     1 0.371 0.197

[1] "Total fpts: NA (108)"
         Lineup (100) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2         Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3  Francisco Cervelli  PIT    C   2800  5.00      6.350000     5.314083
4       Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5         DJ LeMahieu <NA> <NA>     NA    NA      6.500000     6.137318
6       Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7        Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8     Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
9       Gerardo Parra <NA> <NA>     NA    NA      7.190476     6.630377
10         Matt Joyce  OAK   OF   2400  0.00      5.727273     6.620184
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         20         0.0 0.00     7 0.316 0.186
4         27          NA   NA    NA    NA    NA
5         28          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         21          NA   NA    NA    NA    NA
10        22         0.0 0.00     1 0.269 0.138

[1] "Total fpts: NA (109)"
      Lineup (101) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
2    Trevor Cahill   SD     P   7600 25.8     20.900000     7.226860
3   Salvador Perez   KC     C   3400 10.0      6.423077     6.670371
4      Eric Hosmer   KC    1B   3500 25.0      6.428571     5.580579
5  Whit Merrifield   KC 2B/OF   3100  6.0      5.466667     6.232022
6    Nolan Arenado <NA>  <NA>     NA   NA      9.310345     7.810723
7     Aledmys Diaz  STL    SS   3900  6.0      7.583333     9.703951
8     Bryce Harper  WSH    OF   5400 21.0     13.958333    12.102746
9     Lorenzo Cain   KC    OF   3600 17.0      7.518519     4.901886
10     Jorge Soler   KC    OF   3200  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         28         0.0 0.00     3 0.318 0.116
5         15         0.0 0.00     6 0.259 0.140
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     3 0.513 0.347
9         27         0.0 0.00     2 0.350 0.106
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (110)"
      Lineup (102) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2     Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
3     Matt Wieters  WSH    C   3600  7.0      8.368421    10.231816
4    Yonder Alonso  OAK   1B   2800  0.0     10.608696     8.478524
5  Tommy La Stella <NA> <NA>     NA   NA           NaN           NA
6    Justin Turner  LAD   3B   3600  5.0      8.384615     5.060252
7      Wilmer Difo  WSH   SS   3100  0.0      6.000000     5.000000
8     Bryce Harper  WSH   OF   5400 21.0     13.958333    12.102746
9     Jayson Werth  WSH   OF   4100 10.0      7.666667     8.908553
10  Michael Taylor  WSH   OF   4000  7.0      5.916667     6.761634
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         19         0.0 0.00     8 0.367 0.202
4         23         0.0 0.00     4 0.438 0.356
5          0          NA   NA    NA    NA    NA
6         26         0.0 0.00     3 0.425 0.132
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        12         0.0 0.00     9 0.255 0.074

[1] "Total fpts: NA (111)"
      Lineup (103) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL     P   9800 21.3     18.580000    12.518616
2   Marcus Stroman  TOR     P   9400 14.7     15.950000    14.831824
3   Miguel Montero <NA>  <NA>     NA   NA     11.625000     7.520211
4   Cody Bellinger  LAD 1B/OF   3600  4.0     13.636364    13.574039
5     Chris Taylor  LAD    2B   3200 32.0      8.250000     4.682795
6    Justin Turner  LAD    3B   3600  5.0      8.384615     5.060252
7     Corey Seager  LAD    SS   4400  7.0      8.777778     7.556624
8  Carlos Gonzalez <NA>  <NA>     NA   NA      4.884615     4.554795
9     Joc Pederson  LAD    OF   3700 19.0      6.000000     6.090231
10    Kole Calhoun  LAA    OF   3600  3.0      7.000000     6.283429
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         11         0.0 0.00     4 0.492 0.429
5          8         0.0 0.00     6 0.467 0.235
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     2 0.377 0.196
8         26          NA   NA    NA    NA    NA
9         12         0.0 0.00     5 0.307 0.113
10        28         0.0 0.00     2 0.315 0.137

[1] "Total fpts: NA (112)"
       Lineup (104) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2   Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
3      Gary Sanchez  NYY    C   4800 17.00      5.875000     7.772433
4         Josh Bell  PIT   1B   2900  0.00      7.153846     7.203845
5       Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6       Kris Bryant <NA> <NA>     NA    NA     10.620690     8.112661
7      Jordy Mercer  PIT   SS   2800  5.00      5.555556     5.322906
8  Andrew McCutchen  PIT   OF   4000  7.00      6.928571     6.440201
9   Gregory Polanco  PIT   OF   3900  3.00      6.875000     5.987759
10       Jose Osuna  PIT   OF   2600  5.00      9.222222     8.714611
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         26         0.0 0.00     6 0.353 0.206
5         21          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.297 0.090
8         28         0.0 0.00     3 0.306 0.182
9         24         0.0 0.00     4 0.316 0.104
10         9         0.0 0.00     5 0.353 0.233

[1] "Total fpts: NA (113)"
      Lineup (105) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
2      Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3   Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4    Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5  Tommy La Stella <NA> <NA>     NA    NA           NaN           NA
6    Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7     Trevor Story <NA> <NA>     NA    NA      7.592593     6.046355
8  Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
9    Gerardo Parra <NA> <NA>     NA    NA      7.190476     6.630377
10 Corey Dickerson   TB   OF   3500 15.00      8.038462     6.276819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         27          NA   NA    NA    NA    NA
5          0          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27          NA   NA    NA    NA    NA
8         26          NA   NA    NA    NA    NA
9         21          NA   NA    NA    NA    NA
10        26         0.0 0.00     1 0.376 0.235

[1] "Total fpts: NA (114)"
      Lineup (106) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2    Trevor Cahill   SD    P   7600 25.8     20.900000     7.226860
3     Ryan Hanigan <NA> <NA>     NA   NA           NaN           NA
4    Mark Reynolds <NA> <NA>     NA   NA     11.000000     8.892521
5      Javier Baez <NA> <NA>     NA   NA      8.619048     9.441802
6    Justin Turner  LAD   3B   3600  5.0      8.384615     5.060252
7     Trevor Story <NA> <NA>     NA   NA      7.592593     6.046355
8  Carlos Gonzalez <NA> <NA>     NA   NA      4.884615     4.554795
9    Gerardo Parra <NA> <NA>     NA   NA      7.190476     6.630377
10 Corey Dickerson   TB   OF   3500 15.0      8.038462     6.276819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          0          NA   NA    NA    NA    NA
4         27          NA   NA    NA    NA    NA
5         21          NA   NA    NA    NA    NA
6         26         0.0 0.00     3 0.425 0.132
7         27          NA   NA    NA    NA    NA
8         26          NA   NA    NA    NA    NA
9         21          NA   NA    NA    NA    NA
10        26         0.0 0.00     1 0.376 0.235

[1] "Total fpts: NA (115)"
     Lineup (107) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2  Marcus Stroman  TOR    P   9400 14.7     15.950000    14.831824
3    Matt Wieters  WSH    C   3600  7.0      8.368421    10.231816
4       Adam Lind  WSH   1B   3600  3.0      6.000000     5.830952
5     Javier Baez <NA> <NA>     NA   NA      8.619048     9.441802
6  Anthony Rendon  WSH   3B   4400  7.0      8.960000    14.278422
7     Wilmer Difo  WSH   SS   3100  0.0      6.000000     5.000000
8  Michael Taylor  WSH   OF   4000  7.0      5.916667     6.761634
9    Kevin Pillar  TOR   OF   3200  4.0      8.620690     8.055228
10   Andrew Toles  LAD   OF   3000 10.0      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.6 1.32    NA 0.000 0.000
3         19         0.0 0.00     8 0.367 0.202
4          5         0.0 0.00     7 0.405 0.281
5         21          NA   NA    NA    NA    NA
6         25         0.0 0.00     6 0.369 0.180
7          9         0.0 0.00     1 0.255 0.041
8         12         0.0 0.00     9 0.255 0.074
9         29         0.0 0.00     1 0.371 0.197
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (116)"
         Lineup (108) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2     Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
3         JT Realmuto  MIA    C   3300  0.00      6.875000     6.898724
4         Justin Bour  MIA   1B   3000  0.00      6.500000     8.164558
5         Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6      Derek Dietrich  MIA   3B   2900  3.00      5.133333     6.151268
7  Adeiny Hechavarria  MIA   SS   2500  0.00      6.142857     6.585031
8        Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9   Giancarlo Stanton  MIA   OF   4400 16.00      9.857143     9.924583
10        Khris Davis  OAK   OF   3800  0.00      8.071429     7.859547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         24         0.0 0.00     6 0.367 0.130
4         26         0.0 0.00     5 0.310 0.158
5         21          NA   NA    NA    NA    NA
6         15         0.0 0.00     7 0.306 0.069
7         14         0.0 0.00     8 0.307 0.115
8         24         0.0 0.00     3 0.513 0.347
9         28         0.0 0.00     4 0.371 0.299
10        28         0.0 0.00     3 0.376 0.306

[1] "Total fpts: NA (117)"
      Lineup (110) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL    P   9800 21.3     18.580000    12.518616
2    Trevor Cahill   SD    P   7600 25.8     20.900000     7.226860
3   Salvador Perez   KC    C   3400 10.0      6.423077     6.670371
4      Eric Hosmer   KC   1B   3500 25.0      6.428571     5.580579
5  Tommy La Stella <NA> <NA>     NA   NA           NaN           NA
6    Manny Machado  BAL   3B   5100  0.0      8.966667     8.079277
7  Alcides Escobar   KC   SS   3000 10.0      3.428571     3.615077
8   Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9     Lorenzo Cain   KC   OF   3600 17.0      7.518519     4.901886
10     Jorge Soler   KC   OF   3200  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5           6 1.31    NA 0.000 0.000
2          5           6 1.13    NA 0.000 0.000
3         26           0 0.00     4 0.306 0.217
4         28           0 0.00     3 0.318 0.116
5          0          NA   NA    NA    NA    NA
6         30           0 0.00     3 0.356 0.254
7         28           0 0.00     1 0.210 0.067
8         26          NA   NA    NA    NA    NA
9         27           0 0.00     2 0.350 0.106
10         0           0 0.00     5 0.103 0.000

[1] "Total fpts: NA (118)"
     Lineup (111) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
2     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3    Gary Sanchez  NYY    C   4800 17.00      5.875000     7.772433
4      Joey Votto  CIN   1B   4600 21.00     10.700000     7.918333
5     Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6  Eugenio Suarez  CIN   3B   3400  3.00     10.518519     8.967335
7     Zack Cozart  CIN   SS   3400  9.00      9.423077     6.676365
8  Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9     Adam Duvall  CIN   OF   4000  5.00     10.074074     9.355895
10 Scott Schebler  CIN   OF   3500  3.00      8.518519     8.863800
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         30         0.0 0.00     3 0.416 0.324
5         22          NA   NA    NA    NA    NA
6         27         0.0 0.00     5 0.436 0.283
7         26         0.0 0.00     2 0.438 0.245
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     4 0.381 0.327
10        27         0.0 0.00     6 0.373 0.314

[1] "Total fpts: NA (119)"
      Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
2     Gio Gonzalez  WSH     P   8700 -1.10     20.150000     5.672411
3    Roberto Perez  CLE     C   2300  4.00      3.300000     5.755191
4   Ryan Zimmerman  WSH    1B   4700  0.00     15.391304     8.820117
5  Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6      Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7      Wilmer Difo  WSH    SS   3100  0.00      6.000000     5.000000
8     Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9     Jayson Werth  WSH    OF   4100 10.00      7.666667     8.908553
10  Michael Taylor  WSH    OF   4000  7.00      5.916667     6.761634
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         23         0.0 0.00     4 0.564 0.472
5         15         0.0 0.00     6 0.259 0.140
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        12         0.0 0.00     9 0.255 0.074

[1] "Total fpts: NA (120)"
      Lineup (113) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2      Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3     Gary Sanchez  NYY    C   4800 17.00      5.875000     7.772433
4   Logan Morrison   TB   1B   3200  0.00      9.173913     8.418876
5      Brad Miller   TB   2B   3600  7.00      7.148148     6.842760
6    Evan Longoria   TB   3B   4100  8.00      7.068966     6.578814
7     Trevor Story <NA> <NA>     NA    NA      7.592593     6.046355
8     Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9     Steven Souza   TB   OF   3500  0.00      7.000000     6.380775
10 Corey Dickerson   TB   OF   3500 15.00      8.038462     6.276819
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         23         0.0 0.00     4 0.379 0.253
5         27         0.0 0.00     2 0.311 0.114
6         29         0.0 0.00     3 0.307 0.167
7         27          NA   NA    NA    NA    NA
8         24         0.0 0.00     3 0.513 0.347
9         29         0.0 0.00     5 0.370 0.172
10        26         0.0 0.00     1 0.376 0.235

[1] "Total fpts: NA (121)"
      Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
2      Blake Snell   TB     P   7400  0.65     11.570000     4.919680
3     Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.00      9.227273     8.927922
5      Brad Miller   TB    2B   3600  7.00      7.148148     6.842760
6    Nolan Arenado <NA>  <NA>     NA    NA      9.310345     7.810723
7     Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8    Brett Gardner  NYY    OF   4200 20.00      9.916667     9.921065
9  Jacoby Ellsbury  NYY    OF   4000 11.00      9.086957     7.310721
10     Aaron Hicks  NYY    OF   3300 14.00     14.333333    10.334869
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         27         0.0 0.00     2 0.311 0.114
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     1 0.358 0.202
9         23         0.0 0.00     4 0.350 0.154
10        15         0.0 0.00     2 0.464 0.324

[1] "Total fpts: NA (122)"
      Lineup (116) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2    Nick Martinez  TEX    P   5800  8.10           NaN           NA
3     Stephen Vogt  OAK    C   3100  3.00      3.850000     4.704701
4    Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5      Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6    Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7     Trevor Story <NA> <NA>     NA    NA      7.592593     6.046355
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
10   Gerardo Parra <NA> <NA>     NA    NA      7.190476     6.630377
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          0         6.1 1.20    NA 0.000 0.000
3         20         0.0 0.00     6 0.238 0.128
4         27          NA   NA    NA    NA    NA
5         21          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27          NA   NA    NA    NA    NA
8         26          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        21          NA   NA    NA    NA    NA

[1] "Total fpts: NA (123)"
        Lineup (117) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM     P  10800 25.3     21.516667    11.367923
2       Gio Gonzalez  WSH     P   8700 -1.1     20.150000     5.672411
3        JT Realmuto  MIA     C   3300  0.0      6.875000     6.898724
4        Justin Bour  MIA    1B   3000  0.0      6.500000     8.164558
5    Whit Merrifield   KC 2B/OF   3100  6.0      5.466667     6.232022
6      Nolan Arenado <NA>  <NA>     NA   NA      9.310345     7.810723
7       Aledmys Diaz  STL    SS   3900  6.0      7.583333     9.703951
8  Giancarlo Stanton  MIA    OF   4400 16.0      9.857143     9.924583
9   Christian Yelich  MIA    OF   4100  8.0      8.535714     7.320606
10     Marcell Ozuna  MIA    OF   3400 30.0     10.034483     9.378862
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         24         0.0 0.00     6 0.367 0.130
4         26         0.0 0.00     5 0.310 0.158
5         15         0.0 0.00     6 0.259 0.140
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         28         0.0 0.00     4 0.371 0.299
9         28         0.0 0.00     2 0.315 0.119
10        29         0.0 0.00     3 0.412 0.276

[1] "Total fpts: NA (124)"
      Lineup (118) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2       Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3     Matt Wieters  WSH    C   3600  7.00      8.368421    10.231816
4      Eric Hosmer   KC   1B   3500 25.00      6.428571     5.580579
5      Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6    Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7      Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8     Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9     Jayson Werth  WSH   OF   4100 10.00      7.666667     8.908553
10  Michael Taylor  WSH   OF   4000  7.00      5.916667     6.761634
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         19         0.0 0.00     8 0.367 0.202
4         28         0.0 0.00     3 0.318 0.116
5         21          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        12         0.0 0.00     9 0.255 0.074

[1] "Total fpts: NA (125)"
        Lineup (119) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2         Nate Karns   KC    P   7200 28.85     15.450000    10.546879
3      Roberto Perez  CLE    C   2300  4.00      3.300000     5.755191
4     Carlos Santana  CLE   1B   4000 12.00      7.444444     7.329253
5        Ben Zobrist <NA> <NA>     NA    NA      7.818182     5.876802
6         Yandy Diaz  CLE   3B   2500  2.00      4.833333     3.325749
7       Aledmys Diaz  STL   SS   3900  6.00      7.583333     9.703951
8    Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
9  Lonnie Chisenhall  CLE   OF   3000  3.00      7.272727     6.987001
10   Abraham Almonte  CLE   OF   3000  0.00      5.111111     5.738302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         10         0.0 0.00     9 0.184 0.028
4         27         0.0 0.00     1 0.316 0.145
5         22          NA   NA    NA    NA    NA
6         12         0.0 0.00     7 0.256 0.018
7         24         0.0 0.00     6 0.308 0.175
8         26          NA   NA    NA    NA    NA
9         11         0.0 0.00     6 0.314 0.208
10        18         0.0 0.00     8 0.319 0.111

[1] "Total fpts: NA (126)"
      Lineup (120) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL    P   9800 21.30     18.580000    12.518616
2  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
3   Salvador Perez   KC    C   3400 10.00      6.423077     6.670371
4   Logan Morrison   TB   1B   3200  0.00      9.173913     8.418876
5      Brad Miller   TB   2B   3600  7.00      7.148148     6.842760
6    Evan Longoria   TB   3B   4100  8.00      7.068966     6.578814
7     Trevor Story <NA> <NA>     NA    NA      7.592593     6.046355
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9     Steven Souza   TB   OF   3500  0.00      7.000000     6.380775
10    Colby Rasmus   TB   OF   3300 22.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         23         0.0 0.00     4 0.379 0.253
5         27         0.0 0.00     2 0.311 0.114
6         29         0.0 0.00     3 0.307 0.167
7         27          NA   NA    NA    NA    NA
8         26          NA   NA    NA    NA    NA
9         29         0.0 0.00     5 0.370 0.172
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: NA (127)"
       Lineup (121) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jacob deGrom  NYM     P  10800 25.30     21.516667    11.367923
2   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3      Stephen Vogt  OAK     C   3100  3.00      3.850000     4.704701
4        Ryon Healy  OAK 1B/3B   3300  0.00      7.038462     8.062162
5      Adam Rosales  OAK 2B/SS   2300  5.00      5.727273     4.891020
6    Trevor Plouffe  OAK    3B   3400 19.00      5.423077     5.672199
7      Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8      Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9  Charlie Blackmon <NA>  <NA>     NA    NA     11.166667     7.817237
10      Jaff Decker  OAK    OF   2000  0.00      3.461538     3.281651
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         20         0.0 0.00     6 0.238 0.128
4         26         0.0 0.00     5 0.332 0.221
5         22         0.0 0.00     9 0.288 0.117
6         26         0.0 0.00     7 0.269 0.133
7         24         0.0 0.00     6 0.308 0.175
8         24         0.0 0.00     3 0.513 0.347
9         30          NA   NA    NA    NA    NA
10        13         0.0 0.00     8 0.285 0.064

[1] "Total fpts: NA (128)"
      Lineup (122) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2     Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
3  Jonathan Lucroy  TEX    C   3500  0.00      5.428571     6.599784
4        Wil Myers   SD   1B   4300  5.00      9.266667     8.673914
5     Rougned Odor  TEX   2B   4100  0.00      5.548387     6.070907
6       Joey Gallo  TEX   3B   3400  0.00      9.033333     8.564092
7     Elvis Andrus  TEX   SS   3600  4.00      8.200000     7.457466
8   Kyle Schwarber <NA> <NA>     NA    NA      7.192308     5.899283
9  Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
10    Carlos Gomez  TEX   OF   3700  7.00      7.100000     8.276889
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         21         0.0 0.00     6 0.279 0.125
4         30         0.0 0.00     3 0.375 0.258
5         31         0.0 0.00     2 0.267 0.191
6         30         0.0 0.00     5 0.355 0.346
7         30         0.0 0.00     3 0.345 0.195
8         26          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        30         0.0 0.00     4 0.312 0.185

[1] "Total fpts: NA (129)"
        Lineup (123) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jacob deGrom  NYM    P  10800 25.30     21.516667    11.367923
2        Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3     Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4         Joey Votto  CIN   1B   4600 21.00     10.700000     7.918333
5        Jose Peraza  CIN   2B   3600  0.00      6.888889     7.464446
6     Eugenio Suarez  CIN   3B   3400  3.00     10.518519     8.967335
7  Andrelton Simmons  LAA   SS   3000  2.00      5.827586     5.542491
8       Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9        Adam Duvall  CIN   OF   4000  5.00     10.074074     9.355895
10    Scott Schebler  CIN   OF   3500  3.00      8.518519     8.863800
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         30         0.0 0.00     3 0.416 0.324
5         27         0.0 0.00     7 0.256 0.050
6         27         0.0 0.00     5 0.436 0.283
7         29         0.0 0.00     5 0.307 0.094
8         24         0.0 0.00     3 0.513 0.347
9         27         0.0 0.00     4 0.381 0.327
10        27         0.0 0.00     6 0.373 0.314

[1] "Total fpts: NA (130)"
        Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gio Gonzalez  WSH     P   8700 -1.10     20.150000     5.672411
2         Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3       Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4      Luis Valbuena  LAA 1B/3B   3400 19.00           NaN           NA
5   Cliff Pennington  LAA 2B/SS   2000  2.00      3.600000     4.929503
6        Kris Bryant <NA>  <NA>     NA    NA     10.620690     8.112661
7  Andrelton Simmons  LAA    SS   3000  2.00      5.827586     5.542491
8   Charlie Blackmon <NA>  <NA>     NA    NA     11.166667     7.817237
9     Cameron Maybin  LAA    OF   3500  0.00      7.000000     5.255383
10        Ben Revere  LAA    OF   3100 18.00      5.000000     4.729021
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4 1.20    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4          0         0.0 0.00     4 0.288 0.000
5          5         0.0 0.00     8 0.254 0.000
6         29          NA   NA    NA    NA    NA
7         29         0.0 0.00     5 0.307 0.094
8         30          NA   NA    NA    NA    NA
9         22         0.0 0.00     6 0.282 0.071
10        12         0.0 0.00     7 0.203 0.069

[1] "Total fpts: NA (131)"
       Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Martinez  STL     P   9800 21.30     18.580000    12.518616
2        Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3       Drew Butera   KC     C   2000 19.00      2.166667     3.488075
4     Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5   Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6  Cheslor Cuthbert   KC    3B   3000  0.00      3.333333     5.567764
7  Francisco Lindor  CLE    SS   4600  8.00      9.814815     9.499138
8   Carlos Gonzalez <NA>  <NA>     NA    NA      4.884615     4.554795
9       Alex Gordon   KC    OF   3300 11.00      4.296296     3.549808
10      Jorge Soler   KC    OF   3200  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          6         0.0 0.00     9 0.145 0.050
4         29          NA   NA    NA    NA    NA
5         15         0.0 0.00     6 0.259 0.140
6          9         0.0 0.00     7 0.198 0.114
7         27         0.0 0.00     2 0.379 0.297
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     8 0.236 0.048
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (132)"
     Lineup (126) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3  Miguel Montero <NA> <NA>     NA    NA     11.625000     7.520211
4  Ryan Zimmerman  WSH   1B   4700  0.00     15.391304     8.820117
5     Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6  Derek Dietrich  MIA   3B   2900  3.00      5.133333     6.151268
7     Wilmer Difo  WSH   SS   3100  0.00      6.000000     5.000000
8    Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9    Jayson Werth  WSH   OF   4100 10.00      7.666667     8.908553
10 Michael Taylor  WSH   OF   4000  7.00      5.916667     6.761634
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         23         0.0 0.00     4 0.564 0.472
5         21          NA   NA    NA    NA    NA
6         15         0.0 0.00     7 0.306 0.069
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         24         0.0 0.00     2 0.378 0.188
10        12         0.0 0.00     9 0.255 0.074

[1] "Total fpts: NA (133)"
       Lineup (128) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Martinez  STL    P   9800 21.3     18.580000    12.518616
2      Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
3    Miguel Montero <NA> <NA>     NA   NA     11.625000     7.520211
4    Logan Morrison   TB   1B   3200  0.0      9.173913     8.418876
5       Javier Baez <NA> <NA>     NA   NA      8.619048     9.441802
6     Evan Longoria   TB   3B   4100  8.0      7.068966     6.578814
7       Tim Beckham   TB   SS   3100  0.0      7.666667     9.302605
8  Charlie Blackmon <NA> <NA>     NA   NA     11.166667     7.817237
9      Steven Souza   TB   OF   3500  0.0      7.000000     6.380775
10     Colby Rasmus   TB   OF   3300 22.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3          8          NA   NA    NA    NA    NA
4         23         0.0 0.00     4 0.379 0.253
5         21          NA   NA    NA    NA    NA
6         29         0.0 0.00     3 0.307 0.167
7         27         0.0 0.00     7 0.331 0.236
8         30          NA   NA    NA    NA    NA
9         29         0.0 0.00     5 0.370 0.172
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: NA (134)"
       Lineup (129) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2     Trevor Cahill   SD    P   7600 25.80     20.900000     7.226860
3        Luke Maile  TOR    C   2300  3.00           NaN           NA
4     Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5       DJ LeMahieu <NA> <NA>     NA    NA      6.500000     6.137318
6     Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7      Corey Seager  LAD   SS   4400  7.00      8.777778     7.556624
8  Charlie Blackmon <NA> <NA>     NA    NA     11.166667     7.817237
9   Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
10     Andrew Toles  LAD   OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3          0         0.0 0.00     9 0.120 0.000
4         27          NA   NA    NA    NA    NA
5         28          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     2 0.377 0.196
8         30          NA   NA    NA    NA    NA
9         26          NA   NA    NA    NA    NA
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (135)"
       Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
2      Gio Gonzalez  WSH     P   8700 -1.10     20.150000     5.672411
3     Yadier Molina  STL     C   3300  9.00      5.217391     4.177391
4    Matt Carpenter  STL    1B   4100 18.00      9.125000     7.290926
5       Jedd Gyorko  STL 2B/3B   3800  7.00     10.526316     9.335526
6     Nolan Arenado <NA>  <NA>     NA    NA      9.310345     7.810723
7      Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8  Charlie Blackmon <NA>  <NA>     NA    NA     11.166667     7.817237
9   Corey Dickerson   TB    OF   3500 15.00      8.038462     6.276819
10       Tommy Pham  STL    OF   3000  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         24         0.0 0.00     3 0.400 0.256
5         19         0.0 0.00     4 0.466 0.338
6         29          NA   NA    NA    NA    NA
7         24         0.0 0.00     6 0.308 0.175
8         30          NA   NA    NA    NA    NA
9         26         0.0 0.00     1 0.376 0.235
10         0         0.0 0.00     7 0.739 0.833

[1] "Total fpts: NA (136)"
     Lineup (131) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
2   Nick Martinez  TEX    P   5800  8.1           NaN           NA
3    Stephen Vogt  OAK    C   3100  3.0      3.850000     4.704701
4  Ryan Zimmerman  WSH   1B   4700  0.0     15.391304     8.820117
5   Daniel Murphy  WSH   2B   4900  4.0      9.777778     9.920194
6  Anthony Rendon  WSH   3B   4400  7.0      8.960000    14.278422
7    Aledmys Diaz  STL   SS   3900  6.0      7.583333     9.703951
8    Bryce Harper  WSH   OF   5400 21.0     13.958333    12.102746
9  Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
10   Jayson Werth  WSH   OF   4100 10.0      7.666667     8.908553
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.4  1.2    NA 0.000 0.000
2          0         6.1  1.2    NA 0.000 0.000
3         20         0.0  0.0     6 0.238 0.128
4         23         0.0  0.0     4 0.564 0.472
5         27         0.0  0.0     5 0.406 0.214
6         25         0.0  0.0     6 0.369 0.180
7         24         0.0  0.0     6 0.308 0.175
8         24         0.0  0.0     3 0.513 0.347
9         26          NA   NA    NA    NA    NA
10        24         0.0  0.0     2 0.378 0.188

[1] "Total fpts: NA (137)"
     Lineup (132) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Marcus Stroman  TOR    P   9400 14.70     15.950000    14.831824
2     Blake Snell   TB    P   7400  0.65     11.570000     4.919680
3    Caleb Joseph  BAL    C   2600 14.00      3.750000     5.785955
4       Wil Myers   SD   1B   4300  5.00      9.266667     8.673914
5     Javier Baez <NA> <NA>     NA    NA      8.619048     9.441802
6   Manny Machado  BAL   3B   5100  0.00      8.966667     8.079277
7        JJ Hardy  BAL   SS   3100  7.00      3.821429     5.004099
8    Bryce Harper  WSH   OF   5400 21.00     13.958333    12.102746
9      Adam Jones  BAL   OF   4300  0.00      7.200000     6.177825
10   Joey Rickard  BAL   OF   3000 16.00      8.500000     7.314369
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         5.2 1.53    NA 0.000 0.000
3         12         0.0 0.00     9 0.194 0.109
4         30         0.0 0.00     3 0.375 0.258
5         21          NA   NA    NA    NA    NA
6         30         0.0 0.00     3 0.356 0.254
7         28         0.0 0.00     8 0.211 0.058
8         24         0.0 0.00     3 0.513 0.347
9         30         0.0 0.00     2 0.319 0.130
10         6         0.0 0.00     1 0.298 0.086

[1] "Total fpts: NA (138)"
      Lineup (134) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
2     Gio Gonzalez  WSH     P   8700 -1.10     20.150000     5.672411
3  Yasmani Grandal  LAD     C   3400 14.00      6.000000     6.900656
4   Cody Bellinger  LAD 1B/OF   3600  4.00     13.636364    13.574039
5     Chris Taylor  LAD    2B   3200 32.00      8.250000     4.682795
6    Nolan Arenado <NA>  <NA>     NA    NA      9.310345     7.810723
7      Wilmer Difo  WSH    SS   3100  0.00      6.000000     5.000000
8     Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9      Yasiel Puig  LAD    OF   3800 17.00      6.428571     7.680801
10    Joc Pederson  LAD    OF   3700 19.00      6.000000     6.090231
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         11         0.0 0.00     4 0.492 0.429
5          8         0.0 0.00     6 0.467 0.235
6         29          NA   NA    NA    NA    NA
7          9         0.0 0.00     1 0.255 0.041
8         24         0.0 0.00     3 0.513 0.347
9         28         0.0 0.00     8 0.317 0.162
10        12         0.0 0.00     5 0.307 0.113

[1] "Total fpts: NA (139)"
       Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Martinez  STL     P   9800 21.30     18.580000    12.518616
2        Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3     Yadier Molina  STL     C   3300  9.00      5.217391     4.177391
4    Matt Carpenter  STL    1B   4100 18.00      9.125000     7.290926
5       Jedd Gyorko  STL 2B/3B   3800  7.00     10.526316     9.335526
6     Manny Machado  BAL    3B   5100  0.00      8.966667     8.079277
7      Aledmys Diaz  STL    SS   3900  6.00      7.583333     9.703951
8  Charlie Blackmon <NA>  <NA>     NA    NA     11.166667     7.817237
9    Randal Grichuk  STL    OF   3600  0.00      6.884615     6.256689
10     Kevin Pillar  TOR    OF   3200  4.00      8.620690     8.055228
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         23         0.0 0.00     5 0.289 0.078
4         24         0.0 0.00     3 0.400 0.256
5         19         0.0 0.00     4 0.466 0.338
6         30         0.0 0.00     3 0.356 0.254
7         24         0.0 0.00     6 0.308 0.175
8         30          NA   NA    NA    NA    NA
9         26         0.0 0.00     2 0.293 0.138
10        29         0.0 0.00     1 0.371 0.197

[1] "Total fpts: NA (140)"
      Lineup (136) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2     Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
3  Jonathan Lucroy  TEX    C   3500  0.0      5.428571     6.599784
4      Mike Napoli  TEX   1B   3700  0.0      5.827586     6.447973
5      Javier Baez <NA> <NA>     NA   NA      8.619048     9.441802
6       Joey Gallo  TEX   3B   3400  0.0      9.033333     8.564092
7     Elvis Andrus  TEX   SS   3600  4.0      8.200000     7.457466
8     Bryce Harper  WSH   OF   5400 21.0     13.958333    12.102746
9     Carlos Gomez  TEX   OF   3700  7.0      7.100000     8.276889
10      Matt Joyce  OAK   OF   2400  0.0      5.727273     6.620184
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         21         0.0 0.00     6 0.279 0.125
4         29         0.0 0.00     7 0.246 0.170
5         21          NA   NA    NA    NA    NA
6         30         0.0 0.00     5 0.355 0.346
7         30         0.0 0.00     3 0.345 0.195
8         24         0.0 0.00     3 0.513 0.347
9         30         0.0 0.00     4 0.312 0.185
10        22         0.0 0.00     1 0.269 0.138

[1] "Total fpts: NA (141)"
        Lineup (137) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Masahiro Tanaka  NYY    P   9100 19.15     14.991667    14.341632
2       Gio Gonzalez  WSH    P   8700 -1.10     20.150000     5.672411
3    Yasmani Grandal  LAD    C   3400 14.00      6.000000     6.900656
4      Mark Reynolds <NA> <NA>     NA    NA     11.000000     8.892521
5        DJ LeMahieu <NA> <NA>     NA    NA      6.500000     6.137318
6      Nolan Arenado <NA> <NA>     NA    NA      9.310345     7.810723
7  Andrelton Simmons  LAA   SS   3000  2.00      5.827586     5.542491
8    Carlos Gonzalez <NA> <NA>     NA    NA      4.884615     4.554795
9      Gerardo Parra <NA> <NA>     NA    NA      7.190476     6.630377
10      Lorenzo Cain   KC   OF   3600 17.00      7.518519     4.901886
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         27          NA   NA    NA    NA    NA
5         28          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         29         0.0 0.00     5 0.307 0.094
8         26          NA   NA    NA    NA    NA
9         21          NA   NA    NA    NA    NA
10        27         0.0 0.00     2 0.350 0.106

[1] "Total fpts: NA (142)"
      Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR     P   9400 14.70     15.950000    14.831824
2  Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
3     Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.00      9.227273     8.927922
5      Ben Zobrist <NA>  <NA>     NA    NA      7.818182     5.876802
6    Chase Headley  NYY    3B   3700  4.00      8.666667     6.108002
7   Didi Gregorius  NYY    SS   3800  7.00      6.750000     5.675763
8  Jacoby Ellsbury  NYY    OF   4000 11.00      9.086957     7.310721
9     Lorenzo Cain   KC    OF   3600 17.00      7.518519     4.901886
10      Matt Joyce  OAK    OF   2400  0.00      5.727273     6.620184
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         22          NA   NA    NA    NA    NA
6         27         0.0 0.00     7 0.358 0.167
7          8         0.0 0.00     6 0.293 0.051
8         23         0.0 0.00     4 0.350 0.154
9         27         0.0 0.00     2 0.350 0.106
10        22         0.0 0.00     1 0.269 0.138

[1] "Total fpts: NA (143)"
      Lineup (139) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2    Trevor Cahill   SD    P   7600 25.8     20.900000     7.226860
3  Yasmani Grandal  LAD    C   3400 14.0      6.000000     6.900656
4       Joey Votto  CIN   1B   4600 21.0     10.700000     7.918333
5      Javier Baez <NA> <NA>     NA   NA      8.619048     9.441802
6   Eugenio Suarez  CIN   3B   3400  3.0     10.518519     8.967335
7      Zack Cozart  CIN   SS   3400  9.0      9.423077     6.676365
8  Carlos Gonzalez <NA> <NA>     NA   NA      4.884615     4.554795
9      Adam Duvall  CIN   OF   4000  5.0     10.074074     9.355895
10  Scott Schebler  CIN   OF   3500  3.0      8.518519     8.863800
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         30         0.0 0.00     3 0.416 0.324
5         21          NA   NA    NA    NA    NA
6         27         0.0 0.00     5 0.436 0.283
7         26         0.0 0.00     2 0.438 0.245
8         26          NA   NA    NA    NA    NA
9         27         0.0 0.00     4 0.381 0.327
10        27         0.0 0.00     6 0.373 0.314

[1] "Total fpts: NA (144)"
      Lineup (141) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jacob deGrom  NYM    P  10800 25.3     21.516667    11.367923
2  Carlos Martinez  STL    P   9800 21.3     18.580000    12.518616
3  Yasmani Grandal  LAD    C   3400 14.0      6.000000     6.900656
4   Logan Morrison   TB   1B   3200  0.0      9.173913     8.418876
5  Tommy La Stella <NA> <NA>     NA   NA           NaN           NA
6    Nolan Arenado <NA> <NA>     NA   NA      9.310345     7.810723
7      Tim Beckham   TB   SS   3100  0.0      7.666667     9.302605
8     Steven Souza   TB   OF   3500  0.0      7.000000     6.380775
9  Kevin Kiermaier   TB   OF   3400  5.0      5.448276     6.378458
10    Colby Rasmus   TB   OF   3300 22.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.34    NA 0.000 0.000
2          5         6.0 1.31    NA 0.000 0.000
3         22         0.0 0.00     7 0.295 0.155
4         23         0.0 0.00     4 0.379 0.253
5          0          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27         0.0 0.00     7 0.331 0.236
8         29         0.0 0.00     5 0.370 0.172
9         29         0.0 0.00     8 0.258 0.066
10         0         0.0 0.00     6 0.286 0.231

[1] "Total fpts: NA (145)"
      Lineup (143) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Martinez  STL    P   9800 21.3     18.580000    12.518616
2     Gio Gonzalez  WSH    P   8700 -1.1     20.150000     5.672411
3     Derek Norris   TB    C   2700  2.0      5.304348     5.554971
4   Carlos Santana  CLE   1B   4000 12.0      7.444444     7.329253
5      Brad Miller   TB   2B   3600  7.0      7.148148     6.842760
6    Justin Turner  LAD   3B   3600  5.0      8.384615     5.060252
7      Tim Beckham   TB   SS   3100  0.0      7.666667     9.302605
8   Kyle Schwarber <NA> <NA>     NA   NA      7.192308     5.899283
9  Corey Dickerson   TB   OF   3500 15.0      8.038462     6.276819
10 Kevin Kiermaier   TB   OF   3400  5.0      5.448276     6.378458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         23         0.0 0.00     9 0.257 0.105
4         27         0.0 0.00     1 0.316 0.145
5         27         0.0 0.00     2 0.311 0.114
6         26         0.0 0.00     3 0.425 0.132
7         27         0.0 0.00     7 0.331 0.236
8         26          NA   NA    NA    NA    NA
9         26         0.0 0.00     1 0.376 0.235
10        29         0.0 0.00     8 0.258 0.066

[1] "Total fpts: NA (146)"
       Lineup (144) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
2      Gio Gonzalez  WSH     P   8700 -1.10     20.150000     5.672411
3    Salvador Perez   KC     C   3400 10.00      6.423077     6.670371
4       Eric Hosmer   KC    1B   3500 25.00      6.428571     5.580579
5   Whit Merrifield   KC 2B/OF   3100  6.00      5.466667     6.232022
6    Anthony Rendon  WSH    3B   4400  7.00      8.960000    14.278422
7      Trevor Story <NA>  <NA>     NA    NA      7.592593     6.046355
8  Charlie Blackmon <NA>  <NA>     NA    NA     11.166667     7.817237
9      Lorenzo Cain   KC    OF   3600 17.00      7.518519     4.901886
10      Jorge Soler   KC    OF   3200  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         6.4 1.20    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         28         0.0 0.00     3 0.318 0.116
5         15         0.0 0.00     6 0.259 0.140
6         25         0.0 0.00     6 0.369 0.180
7         27          NA   NA    NA    NA    NA
8         30          NA   NA    NA    NA    NA
9         27         0.0 0.00     2 0.350 0.106
10         0         0.0 0.00     5 0.103 0.000

[1] "Total fpts: NA (147)"
      Lineup (145) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marcus Stroman  TOR    P   9400 14.7     15.950000    14.831824
2    Trevor Cahill   SD    P   7600 25.8     20.900000     7.226860
3   Salvador Perez   KC    C   3400 10.0      6.423077     6.670371
4    Mark Reynolds <NA> <NA>     NA   NA     11.000000     8.892521
5      Ben Zobrist <NA> <NA>     NA   NA      7.818182     5.876802
6    Nolan Arenado <NA> <NA>     NA   NA      9.310345     7.810723
7     Trevor Story <NA> <NA>     NA   NA      7.592593     6.046355
8  Carlos Gonzalez <NA> <NA>     NA   NA      4.884615     4.554795
9    Gerardo Parra <NA> <NA>     NA   NA      7.190476     6.630377
10      Matt Joyce  OAK   OF   2400  0.0      5.727273     6.620184
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.32    NA 0.000 0.000
2          5         6.0 1.13    NA 0.000 0.000
3         26         0.0 0.00     4 0.306 0.217
4         27          NA   NA    NA    NA    NA
5         22          NA   NA    NA    NA    NA
6         29          NA   NA    NA    NA    NA
7         27          NA   NA    NA    NA    NA
8         26          NA   NA    NA    NA    NA
9         21          NA   NA    NA    NA    NA
10        22         0.0 0.00     1 0.269 0.138

[1] "Total fpts: NA (148)"
        Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Martinez  STL     P   9800 21.30     18.580000    12.518616
2         Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3       Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4  Edwin Encarnacion  CLE    1B   4300  8.00      6.407407     6.240434
5       Jose Ramirez  CLE 2B/3B   4000  3.00      9.040000     9.791493
6         Yandy Diaz  CLE    3B   2500  2.00      4.833333     3.325749
7       Trevor Story <NA>  <NA>     NA    NA      7.592593     6.046355
8     Kyle Schwarber <NA>  <NA>     NA    NA      7.192308     5.899283
9  Lonnie Chisenhall  CLE    OF   3000  3.00      7.272727     6.987001
10   Abraham Almonte  CLE    OF   3000  0.00      5.111111     5.738302
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         27         0.0 0.00     4 0.327 0.160
5         25         0.0 0.00     5 0.390 0.236
6         12         0.0 0.00     7 0.256 0.018
7         27          NA   NA    NA    NA    NA
8         26          NA   NA    NA    NA    NA
9         11         0.0 0.00     6 0.314 0.208
10        18         0.0 0.00     8 0.319 0.111

[1] "Total fpts: NA (149)"
      Lineup (149) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Masahiro Tanaka  NYY     P   9100 19.15     14.991667    14.341632
2     Trevor Bauer  CLE     P   7900 12.10      8.575000    11.719962
3     Gary Sanchez  NYY     C   4800 17.00      5.875000     7.772433
4    Matt Holliday  NYY 1B/OF   4300 23.00      9.227273     8.927922
5      Javier Baez <NA>  <NA>     NA    NA      8.619048     9.441802
6    Manny Machado  BAL    3B   5100  0.00      8.966667     8.079277
7   Didi Gregorius  NYY    SS   3800  7.00      6.750000     5.675763
8  Jacoby Ellsbury  NYY    OF   4000 11.00      9.086957     7.310721
9      Aaron Hicks  NYY    OF   3300 14.00     14.333333    10.334869
10    Andrew Toles  LAD    OF   3000 10.00      9.250000     7.514431
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          4         5.4 1.59    NA 0.000 0.000
3          8         0.0 0.00     5 0.296 0.103
4         22         0.0 0.00     3 0.392 0.241
5         21          NA   NA    NA    NA    NA
6         30         0.0 0.00     3 0.356 0.254
7          8         0.0 0.00     6 0.293 0.051
8         23         0.0 0.00     4 0.350 0.154
9         15         0.0 0.00     2 0.464 0.324
10        16         0.0 0.00     1 0.333 0.205

[1] "Total fpts: NA (150)"
       Lineup (150) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Martinez  STL     P   9800 21.30     18.580000    12.518616
2        Nate Karns   KC     P   7200 28.85     15.450000    10.546879
3  Martin Maldonado  LAA     C   2300  0.00      4.875000     4.830271
4     Anthony Rizzo <NA>  <NA>     NA    NA      8.620690     7.747874
5  Cliff Pennington  LAA 2B/SS   2000  2.00      3.600000     4.929503
6     Yunel Escobar  LAA    3B   3100  5.00      7.344828     7.383746
7      Corey Seager  LAD    SS   4400  7.00      8.777778     7.556624
8      Bryce Harper  WSH    OF   5400 21.00     13.958333    12.102746
9    Cameron Maybin  LAA    OF   3500  0.00      7.000000     5.255383
10       Ben Revere  LAA    OF   3100 18.00      5.000000     4.729021
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.0 1.31    NA 0.000 0.000
2          4         4.8 1.17    NA 0.000 0.000
3         24         0.0 0.00     9 0.313 0.090
4         29          NA   NA    NA    NA    NA
5          5         0.0 0.00     8 0.254 0.000
6         29         0.0 0.00     1 0.321 0.135
7         27         0.0 0.00     2 0.377 0.196
8         24         0.0 0.00     3 0.513 0.347
9         22         0.0 0.00     6 0.282 0.071
10        12         0.0 0.00     7 0.203 0.069



***********************************************************************************************
Contest 20: 2017-05-09 $55.00entry_MLB$325KFullCount
***********************************************************************************************
[1] "PnL: -1300"
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Chris Young fpts score may be incorrect b/c same name on different teams."

[1] "Total fpts: 181.35 (1)"
       Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3   Salvador Perez   KC   C   3300 30.00      6.555556     6.576961
4      Eric Hosmer   KC  1B   3600 11.00      7.068966     6.474847
5      Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6   Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7  Alcides Escobar   KC  SS   3000  0.00      3.655172     3.753816
8     Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
9     Lorenzo Cain   KC  OF   3500 14.00      7.857143     5.133148
10 Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         27         0.0 0.00     5 0.315 0.209
4         29         0.0 0.00     4 0.329 0.120
5         28         0.0 0.00     2 0.312 0.110
6         24         0.0 0.00     2 0.327 0.241
7         29         0.0 0.00     1 0.220 0.073
8         25         0.0 0.00     2 0.320 0.150
9         28         0.0 0.00     3 0.350 0.101
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 181.2 (2)"
       Lineup (74) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2    Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
3   Devin Mesoraco  CIN   C   2800  7.0      6.800000     6.760178
4    Yonder Alonso  OAK  1B   2900 32.0     10.166667     8.570255
5      Jose Altuve  HOU  2B   4900  7.0     10.481481     8.464270
6    Yunel Escobar  LAA  3B   3000 20.0      7.266667     7.267943
7    Carlos Correa  HOU  SS   4800 18.0      7.148148     5.920653
8  George Springer  HOU  OF   4500  7.0      9.000000     7.416198
9   Carlos Beltran  HOU  OF   3800 21.0      5.760000     5.569859
10    Josh Reddick  HOU  OF   3600 19.0      7.440000     8.078160
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3          5         0.0 0.00     8 0.353 0.150
4         24         0.0 0.00     4 0.422 0.340
5         27         0.0 0.00     3 0.374 0.174
6         30         0.0 0.00     1 0.316 0.130
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     5 0.276 0.113
10        25         0.0 0.00     2 0.320 0.150

[1] "Total fpts: 161.2 (3)"
        Lineup (117) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2      Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
3  Willson Contreras  CHC   C   4400  7.0      5.761905     8.030596
4     Danny Valencia  SEA  1B   3400  4.0      5.695652     6.751665
5      Robinson Cano  SEA  2B   4300 21.0      8.548387     7.575569
6        Kyle Seager  SEA  3B   4100 12.0      6.740741     5.523325
7        Jean Segura  SEA  SS   4200 15.0     11.473684     8.153857
8     Ender Inciarte  ATL  OF   3500  7.0      9.357143     8.407291
9    Corey Dickerson   TB  OF   3400  8.0      8.296296     6.299053
10         Ben Gamel  SEA  OF   3000 37.0      9.090909     7.764722
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         23         0.0 0.00     5 0.293 0.156
5         31         0.0 0.00     3 0.345 0.197
6         27         0.0 0.00     4 0.342 0.130
7         19         0.0 0.00     1 0.405 0.151
8         28         0.0 0.00     1 0.322 0.183
9         27         0.0 0.00     1 0.391 0.235
10        11         0.0 0.00     2 0.391 0.171

[1] "Total fpts: 159.55 (4)"
        Lineup (2) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2       Alex Meyer  LAA   P   4800 18.60           NaN           NA
3     James McCann  DET   C   2900 16.00      6.000000     8.544004
4  Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5      Jose Altuve  HOU  2B   4900  7.00     10.481481     8.464270
6      Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7    Carlos Correa  HOU  SS   4800 18.00      7.148148     5.920653
8  George Springer  HOU  OF   4500  7.00      9.000000     7.416198
9   Carlos Beltran  HOU  OF   3800 21.00      5.760000     5.569859
10    Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         28         0.0 0.00     3 0.504 0.406
5         27         0.0 0.00     3 0.374 0.174
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     5 0.276 0.113
10        25         0.0 0.00     2 0.320 0.150

[1] "Total fpts: 157.35 (5)"
       Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3   Salvador Perez   KC     C   3300 30.00      6.555556     6.576961
4      Eric Hosmer   KC    1B   3600 11.00      7.068966     6.474847
5  Whit Merrifield   KC 2B/OF   3200  0.00      5.500000     6.022181
6      Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7    Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8     Lorenzo Cain   KC    OF   3500 14.00      7.857143     5.133148
9      Alex Gordon   KC    OF   3400  7.00      4.535714     3.706672
10      Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         27         0.0 0.00     5 0.315 0.209
4         29         0.0 0.00     4 0.329 0.120
5         16         0.0 0.00     7 0.270 0.131
6         29         0.0 0.00     2 0.406 0.238
7         16         0.0 0.00     1 0.314 0.151
8         28         0.0 0.00     3 0.350 0.101
9         28         0.0 0.00     6 0.240 0.047
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 157.35 (6)"
       Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3   Devin Mesoraco  CIN   C   2800  7.00      6.800000     6.760178
4    Yonder Alonso  OAK  1B   2900 32.00     10.166667     8.570255
5       Jed Lowrie  OAK  2B   2800  0.00      7.892857     6.983257
6      Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7     Adam Rosales  OAK  SS   2400  7.00      5.695652     4.780973
8      Khris Davis  OAK  OF   4000  2.00      7.793103     7.862112
9      Rajai Davis  OAK  OF   3800 16.00      7.352941     6.173949
10 Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3          5         0.0 0.00     8 0.353 0.150
4         24         0.0 0.00     4 0.422 0.340
5         28         0.0 0.00     2 0.376 0.184
6         29         0.0 0.00     2 0.406 0.238
7         23         0.0 0.00     9 0.289 0.124
8         29         0.0 0.00     3 0.364 0.295
9         17         0.0 0.00     1 0.270 0.125
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 153 (7)"
        Lineup (105) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA   P   4800 18.6           NaN           NA
3       Brian McCann  HOU   C   3400  0.0      9.190476     6.600144
4     Mitch Moreland  BOS  1B   3500  2.0      7.678571     6.917790
5     Dustin Pedroia  BOS  2B   4200 13.0      6.708333     5.812125
6     Mike Moustakas   KC  3B   3500 19.0      7.375000     6.177185
7    Xander Bogaerts  BOS  SS   4700  7.0      8.375000     5.769579
8       Mookie Betts  BOS  OF   5200 37.0      7.576923     8.005863
9    George Springer  HOU  OF   4500  7.0      9.000000     7.416198
10 Andrew Benintendi  BOS  OF   4400 17.0      9.111111     8.158683
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         28         0.0 0.00     5 0.366 0.184
5         24         0.0 0.00     2 0.323 0.087
6         24         0.0 0.00     2 0.327 0.241
7         24         0.0 0.00     3 0.364 0.078
8         26         0.0 0.00     1 0.348 0.162
9         25         0.0 0.00     1 0.346 0.227
10        27         0.0 0.00     4 0.377 0.175

[1] "Total fpts: 149.4 (8)"
        Lineup (145) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2        Julio Urias  LAD     P   8000 20.45           NaN           NA
3       Gary Sanchez  NYY     C   4800 14.00      7.111111     8.161563
4      Kennys Vargas  MIN    1B   3600 16.00     10.375000     8.584662
5        Javier Baez  CHC    2B   4700 16.00      8.619048     9.441802
6    Eduardo Escobar  MIN 3B/SS   3000  5.00      5.846154     5.520359
7      Jorge Polanco  MIN    SS   3400 15.00      6.565217     4.449986
8  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9         Max Kepler  MIN    OF   3800  9.00      7.476190     6.786892
10     Eddie Rosario  MIN    OF   3500  5.00      6.708333     5.187604
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4          8         0.0 0.00     4 0.376 0.294
5         21         0.0 0.00     6 0.333 0.230
6         13         0.0 0.00     6 0.322 0.208
7         23         0.0 0.00     2 0.298 0.092
8         27         0.0 0.00     4 0.377 0.175
9         21         0.0 0.00     3 0.330 0.151
10        24         0.0 0.00     5 0.316 0.147

[1] "Total fpts: 148.85 (9)"
       Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2      Julio Urias  LAD     P   8000 20.45           NaN           NA
3   Salvador Perez   KC     C   3300 30.00      6.555556     6.576961
4      Eric Hosmer   KC    1B   3600 11.00      7.068966     6.474847
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6   Mike Moustakas   KC    3B   3500 19.00      7.375000     6.177185
7  Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8     Lorenzo Cain   KC    OF   3500 14.00      7.857143     5.133148
9   Ender Inciarte  ATL    OF   3500  7.00      9.357143     8.407291
10     Alex Gordon   KC    OF   3400  7.00      4.535714     3.706672
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         27         0.0 0.00     5 0.315 0.209
4         29         0.0 0.00     4 0.329 0.120
5         22         0.0 0.00     1 0.322 0.160
6         24         0.0 0.00     2 0.327 0.241
7         27         0.0 0.00     5 0.291 0.138
8         28         0.0 0.00     3 0.350 0.101
9         28         0.0 0.00     1 0.322 0.183
10        28         0.0 0.00     6 0.240 0.047

[1] "Total fpts: 147.35 (10)"
       Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3     Jason Castro  MIN     C   2900  2.00      4.882353     5.666595
4        Joe Mauer  MIN    1B   3400 10.00      6.650000     5.193873
5   Ehire Adrianza  MIN 2B/SS   2500  9.00           NaN           NA
6      Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7    Jorge Polanco  MIN    SS   3400 15.00      6.565217     4.449986
8     Byron Buxton  MIN    OF   3500 15.00      5.450000     5.472178
9  Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
10    Andrew Toles  LAD    OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         17         0.0 0.00     7 0.302 0.160
4         20         0.0 0.00     1 0.292 0.104
5          0         0.0 0.00     8 0.000 0.000
6         29         0.0 0.00     2 0.406 0.238
7         23         0.0 0.00     2 0.298 0.092
8         20         0.0 0.00     9 0.234 0.086
9         27         0.0 0.00     1 0.391 0.235
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 145.85 (11)"
         Lineup (64) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2        Julio Urias  LAD   P   8000 20.45           NaN           NA
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4        Eric Hosmer   KC  1B   3600 11.00      7.068966     6.474847
5        Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6     Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7    Alcides Escobar   KC  SS   3000  0.00      3.655172     3.753816
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9       Lorenzo Cain   KC  OF   3500 14.00      7.857143     5.133148
10   Jorge Bonifacio   KC  OF   2900  9.00      5.916667     6.775066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         29         0.0 0.00     4 0.329 0.120
5         21         0.0 0.00     6 0.333 0.230
6         24         0.0 0.00     2 0.327 0.241
7         29         0.0 0.00     1 0.220 0.073
8         27         0.0 0.00     4 0.377 0.175
9         28         0.0 0.00     3 0.350 0.101
10        12         0.0 0.00     9 0.298 0.130

[1] "Total fpts: 143.75 (12)"
      Lineup (150) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2    Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3     Caleb Joseph  BAL   C   2400  3.00      4.538462     6.226494
4    Anthony Rizzo  CHC  1B   5600  0.00      8.620690     7.747874
5  Jonathan Schoop  BAL  2B   3500 14.00      7.620690     5.327917
6      Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7         JJ Hardy  BAL  SS   2900 10.00      3.931034     4.949250
8       Adam Jones  BAL  OF   4000 19.00      6.967742     6.210120
9  Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
10      Seth Smith  BAL  OF   3300 19.00      9.200000     8.265246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         13         0.0 0.00     9 0.251 0.100
4         29         0.0 0.00     3 0.343 0.192
5         29         0.0 0.00     7 0.358 0.216
6         29         0.0 0.00     2 0.406 0.238
7         29         0.0 0.00     8 0.217 0.056
8         31         0.0 0.00     2 0.310 0.126
9         27         0.0 0.00     1 0.391 0.235
10        15         0.0 0.00     1 0.388 0.193

[1] "Total fpts: 143.4 (13)"
       Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2      Julio Urias  LAD   P   8000 20.45           NaN           NA
3       Sandy Leon  BOS   C   3200  0.00      7.666667    11.101265
4   Logan Morrison   TB  1B   3300 16.00      8.791667     8.444083
5      Jose Altuve  HOU  2B   4900  7.00     10.481481     8.464270
6   Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7    Carlos Correa  HOU  SS   4800 18.00      7.148148     5.920653
8  George Springer  HOU  OF   4500  7.00      9.000000     7.416198
9     Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
10  Norichika Aoki  HOU  OF   3500  5.00      5.200000     5.943595
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         24         0.0 0.00     4 0.366 0.242
5         27         0.0 0.00     3 0.374 0.174
6         24         0.0 0.00     2 0.327 0.241
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     2 0.320 0.150
10        20         0.0 0.00     9 0.301 0.069

[1] "Total fpts: 142.65 (14)"
       Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2       Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3      Jesus Sucre   TB     C   2500  3.00      5.875000     7.120142
4     Rickie Weeks   TB    1B   2700 15.00      5.333333     5.646130
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6      Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7      Tim Beckham   TB    SS   3000 10.00      7.392857     9.242972
8     Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
9  Kevin Kiermaier   TB    OF   3500 14.00      5.433333     6.268054
10    Colby Rasmus   TB    OF   3400 15.00     11.750000     9.673848
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          8         0.0 0.00     9 0.275 0.100
4         12         0.0 0.00     5 0.288 0.122
5         22         0.0 0.00     1 0.322 0.160
6         29         0.0 0.00     2 0.406 0.238
7         28         0.0 0.00     7 0.320 0.227
8         25         0.0 0.00     2 0.320 0.150
9         30         0.0 0.00     8 0.257 0.064
10         4         0.0 0.00     6 0.411 0.471

[1] "Total fpts: 142.35 (15)"
        Lineup (56) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2   Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3  Martin Maldonado  LAA   C   2200  7.00      4.680000     4.828043
4      Yuli Gurriel  HOU  1B   3300  2.00      7.052632     7.321761
5       Jose Altuve  HOU  2B   4900  7.00     10.481481     8.464270
6        Yandy Diaz  CLE  3B   2500  2.00      4.615385     3.279697
7     Carlos Correa  HOU  SS   4800 18.00      7.148148     5.920653
8    Carlos Beltran  HOU  OF   3800 21.00      5.760000     5.569859
9      Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
10       Matt Joyce  OAK  OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         25         0.0 0.00     9 0.300 0.085
4         19         0.0 0.00     6 0.329 0.128
5         27         0.0 0.00     3 0.374 0.174
6         13         0.0 0.00     7 0.252 0.017
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     5 0.276 0.113
9         25         0.0 0.00     2 0.320 0.150
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 142.2 (16)"
       Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2       Robbie Ray  ARI   P   9200 11.25     22.025000     7.285860
3   Salvador Perez   KC   C   3300 30.00      6.555556     6.576961
4      Eric Hosmer   KC  1B   3600 11.00      7.068966     6.474847
5      Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6   Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7     Jordy Mercer  PIT  SS   2800  0.00      5.535714     5.224459
8     Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9     Lorenzo Cain   KC  OF   3500 14.00      7.857143     5.133148
10     Alex Gordon   KC  OF   3400  7.00      4.535714     3.706672
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         27         0.0 0.00     5 0.315 0.209
4         29         0.0 0.00     4 0.329 0.120
5         21         0.0 0.00     6 0.333 0.230
6         24         0.0 0.00     2 0.327 0.241
7         28         0.0 0.00     2 0.297 0.087
8         25         0.0 0.00     3 0.524 0.365
9         28         0.0 0.00     3 0.350 0.101
10        28         0.0 0.00     6 0.240 0.047

[1] "Total fpts: 141.4 (17)"
         Lineup (66) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2        Julio Urias  LAD     P   8000 20.45           NaN           NA
3    Yasmani Grandal  LAD     C   3500 22.00      6.347826     6.945297
4     Cody Bellinger  LAD 1B/OF   3500  9.00     12.833333    13.237916
5        Javier Baez  CHC    2B   4700 16.00      8.619048     9.441802
6      Justin Turner  LAD    3B   3500  5.00      8.259259     5.004556
7       Corey Seager  LAD    SS   4300  7.00      8.714286     7.422973
8  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9         AJ Pollock  ARI    OF   3900 10.00     10.107143     8.125585
10      Joc Pederson  LAD    OF   3600  3.00      7.000000     6.855655
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         23         0.0 0.00     6 0.302 0.157
4         12         0.0 0.00     4 0.458 0.391
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     3 0.422 0.128
7         28         0.0 0.00     2 0.375 0.191
8         27         0.0 0.00     4 0.377 0.175
9         28         0.0 0.00     1 0.346 0.164
10        13         0.0 0.00     5 0.329 0.121

[1] "Total fpts: 140.35 (18)"
       Lineup (12) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3      Jesus Sucre   TB   C   2500  3.00      5.875000     7.120142
4   Mitch Moreland  BOS  1B   3500  2.00      7.678571     6.917790
5      Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6      Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7      Tim Beckham   TB  SS   3000 10.00      7.392857     9.242972
8  Kevin Kiermaier   TB  OF   3500 14.00      5.433333     6.268054
9  Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
10      Matt Joyce  OAK  OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3          8         0.0 0.00     9 0.275 0.100
4         28         0.0 0.00     5 0.366 0.184
5         28         0.0 0.00     2 0.312 0.110
6         29         0.0 0.00     2 0.406 0.238
7         28         0.0 0.00     7 0.320 0.227
8         30         0.0 0.00     8 0.257 0.064
9         27         0.0 0.00     1 0.391 0.235
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 140.25 (19)"
         Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Julio Urias  LAD   P   8000 20.45           NaN           NA
2      Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4       Yuli Gurriel  HOU  1B   3300  2.00      7.052632     7.321761
5        Jose Altuve  HOU  2B   4900  7.00     10.481481     8.464270
6        Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7      Carlos Correa  HOU  SS   4800 18.00      7.148148     5.920653
8     Carlos Beltran  HOU  OF   3800 21.00      5.760000     5.569859
9       Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
10    Ender Inciarte  ATL  OF   3500  7.00      9.357143     8.407291
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.41    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         19         0.0 0.00     6 0.329 0.128
5         27         0.0 0.00     3 0.374 0.174
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     5 0.276 0.113
9         25         0.0 0.00     2 0.320 0.150
10        28         0.0 0.00     1 0.322 0.183

[1] "Total fpts: 140.15 (20)"
         Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9200 11.25     22.025000     7.285860
2       Zack Wheeler  NYM   P   7700 19.90     13.090000     6.402675
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4        Eric Hosmer   KC  1B   3600 11.00      7.068966     6.474847
5        Jose Altuve  HOU  2B   4900  7.00     10.481481     8.464270
6     Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7      Carlos Correa  HOU  SS   4800 18.00      7.148148     5.920653
8    George Springer  HOU  OF   4500  7.00      9.000000     7.416198
9     Carlos Beltran  HOU  OF   3800 21.00      5.760000     5.569859
10      Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          5         5.3 1.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         29         0.0 0.00     4 0.329 0.120
5         27         0.0 0.00     3 0.374 0.174
6         24         0.0 0.00     2 0.327 0.241
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     5 0.276 0.113
10        25         0.0 0.00     2 0.320 0.150

[1] "Total fpts: 135.75 (21)"
       Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2    Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3     James McCann  DET   C   2900 16.00      6.000000     8.544004
4       Joey Votto  CIN  1B   4700 11.00     11.032258     8.002016
5      Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6   Eugenio Suarez  CIN  3B   3600  0.00     10.250000     8.913681
7      Zack Cozart  CIN  SS   3500  7.00      9.407407     6.547221
8      Adam Duvall  CIN  OF   4200  5.00      9.892857     9.230943
9   Billy Hamilton  CIN  OF   4200 12.00     10.551724     9.560283
10    Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         31         0.0 0.00     3 0.425 0.339
5         21         0.0 0.00     6 0.333 0.230
6         28         0.0 0.00     5 0.429 0.273
7         27         0.0 0.00     2 0.437 0.237
8         28         0.0 0.00     4 0.376 0.316
9         29         0.0 0.00     1 0.283 0.108
10        25         0.0 0.00     2 0.320 0.150

[1] "Total fpts: 135.7 (22)"
         Lineup (45) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2        Chris Young   KC   P   4500 -3.25      8.133333     7.642612
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4     Mitch Moreland  BOS  1B   3500  2.00      7.678571     6.917790
5     Dustin Pedroia  BOS  2B   4200 13.00      6.708333     5.812125
6        Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7    Xander Bogaerts  BOS  SS   4700  7.00      8.375000     5.769579
8       Mookie Betts  BOS  OF   5200 37.00      7.576923     8.005863
9  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
10      Andrew Toles  LAD  OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     5 0.366 0.184
5         24         0.0 0.00     2 0.323 0.087
6         29         0.0 0.00     2 0.406 0.238
7         24         0.0 0.00     3 0.364 0.078
8         26         0.0 0.00     1 0.348 0.162
9         27         0.0 0.00     4 0.377 0.175
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 135.35 (23)"
         Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4      Luis Valbuena  LAA 1B/3B   3300  4.00      9.250000     7.135592
5   Cliff Pennington  LAA 2B/SS   2000 10.00      3.333333     4.457204
6        Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7  Andrelton Simmons  LAA    SS   2900  0.00      5.700000     5.490745
8     Cameron Maybin  LAA    OF   3400  7.00      6.695652     5.337984
9         Ben Revere  LAA    OF   3000 19.00      6.000000     5.787918
10      Andrew Toles  LAD    OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4          4         0.0 0.00     4 0.359 0.158
5          6         0.0 0.00     8 0.238 0.000
6         29         0.0 0.00     2 0.406 0.238
7         30         0.0 0.00     5 0.310 0.094
8         23         0.0 0.00     6 0.269 0.067
9         13         0.0 0.00     7 0.240 0.095
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 135.35 (24)"
         Lineup (26) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3        Jesus Sucre   TB   C   2500  3.00      5.875000     7.120142
4     Logan Morrison   TB  1B   3300 16.00      8.791667     8.444083
5        Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6      Evan Longoria   TB  3B   4200  5.00      7.100000     6.466625
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8    Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
9  Lonnie Chisenhall  CLE  OF   3000 14.00      6.916667     6.775066
10      Andrew Toles  LAD  OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3          8         0.0 0.00     9 0.275 0.100
4         24         0.0 0.00     4 0.366 0.242
5         28         0.0 0.00     2 0.312 0.110
6         30         0.0 0.00     3 0.314 0.161
7         27         0.0 0.00     5 0.291 0.138
8         27         0.0 0.00     1 0.391 0.235
9         12         0.0 0.00     6 0.309 0.193
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 135 (25)"
        Lineup (7) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA   P   4800 18.6           NaN           NA
3     Brian McCann  HOU   C   3400  0.0      9.190476     6.600144
4     Yuli Gurriel  HOU  1B   3300  2.0      7.052632     7.321761
5      Jose Altuve  HOU  2B   4900  7.0     10.481481     8.464270
6      Kris Bryant  CHC  3B   5500 21.0     10.620690     8.112661
7    Carlos Correa  HOU  SS   4800 18.0      7.148148     5.920653
8    Albert Almora  CHC  OF   4300  7.0      7.615385     6.007474
9   Carlos Beltran  HOU  OF   3800 21.0      5.760000     5.569859
10 Corey Dickerson   TB  OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         27         0.0 0.00     3 0.374 0.174
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     4 0.330 0.149
8         13         0.0 0.00     9 0.346 0.154
9         25         0.0 0.00     5 0.276 0.113
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 134.75 (26)"
         Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2      Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3          Yan Gomes  CLE   C   2700 25.00      5.000000     4.046604
4     Carlos Santana  CLE  1B   4000  2.00      7.607143     7.243589
5       Jason Kipnis  CLE  2B   4000  0.00      3.571429     4.362679
6        Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7   Francisco Lindor  CLE  SS   4500  7.00      9.750000     9.327875
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9    Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
10   Abraham Almonte  CLE  OF   3000  5.00      4.842105     5.698569
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         17         0.0 0.00     9 0.285 0.109
4         28         0.0 0.00     1 0.324 0.156
5         14         0.0 0.00     3 0.176 0.019
6         29         0.0 0.00     2 0.406 0.238
7         28         0.0 0.00     2 0.381 0.287
8         27         0.0 0.00     4 0.377 0.175
9         27         0.0 0.00     1 0.391 0.235
10        19         0.0 0.00     8 0.305 0.105

[1] "Total fpts: 134.35 (27)"
        Lineup (18) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2   Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3  Martin Maldonado  LAA     C   2200  7.00      4.680000     4.828043
4     Anthony Rizzo  CHC    1B   5600  0.00      8.620690     7.747874
5  Cliff Pennington  LAA 2B/SS   2000 10.00      3.333333     4.457204
6     Yunel Escobar  LAA    3B   3000 20.00      7.266667     7.267943
7   Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8      Kole Calhoun  LAA    OF   3500  0.00      6.862069     6.214753
9   Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
10       Ben Revere  LAA    OF   3000 19.00      6.000000     5.787918
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         25         0.0 0.00     9 0.300 0.085
4         29         0.0 0.00     3 0.343 0.192
5          6         0.0 0.00     8 0.238 0.000
6         30         0.0 0.00     1 0.316 0.130
7         27         0.0 0.00     5 0.291 0.138
8         29         0.0 0.00     2 0.311 0.132
9         27         0.0 0.00     1 0.391 0.235
10        13         0.0 0.00     7 0.240 0.095

[1] "Total fpts: 133 (28)"
        Lineup (108) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA   P   4800 18.6           NaN           NA
3  Willson Contreras  CHC   C   4400  7.0      5.761905     8.030596
4      Anthony Rizzo  CHC  1B   5600  0.0      8.620690     7.747874
5    Cesar Hernandez  PHI  2B   3400 14.0     10.230769     7.622638
6      Maikel Franco  PHI  3B   3900  0.0      8.000000     7.961446
7    Addison Russell  CHC  SS   4400  6.0      7.703704     7.853538
8     Odubel Herrera  PHI  OF   3600 14.0      7.040000     4.127953
9      Aaron Altherr  PHI  OF   3500 23.0     10.533333     6.812454
10  Michael Saunders  PHI  OF   3200 18.0      6.681818     6.527498
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         29         0.0 0.00     3 0.343 0.192
5         26         0.0 0.00     1 0.380 0.163
6         27         0.0 0.00     4 0.294 0.157
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     3 0.319 0.145
9         15         0.0 0.00     2 0.448 0.292
10        22         0.0 0.00     5 0.294 0.128

[1] "Total fpts: 131.35 (29)"
        Lineup (104) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3       James McCann  DET   C   2900 16.00      6.000000     8.544004
4     Danny Valencia  SEA  1B   3400  4.00      5.695652     6.751665
5      Robinson Cano  SEA  2B   4300 21.00      8.548387     7.575569
6        Kyle Seager  SEA  3B   4100 12.00      6.740741     5.523325
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8       Jarrod Dyson  SEA  OF   3100  0.00      6.592593     4.717066
9  Guillermo Heredia  SEA  OF   2800  6.00      7.000000     6.757712
10        Matt Joyce  OAK  OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         23         0.0 0.00     5 0.293 0.156
5         31         0.0 0.00     3 0.345 0.197
6         27         0.0 0.00     4 0.342 0.130
7         27         0.0 0.00     5 0.291 0.138
8         27         0.0 0.00     7 0.267 0.041
9         19         0.0 0.00     6 0.350 0.123
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 131.2 (30)"
       Lineup (27) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2    Matt Andriese   TB     P   7900 17.8     15.958333     9.713672
3    Yadier Molina  STL     C   3200  7.0      5.375000     4.157889
4   Matt Carpenter  STL    1B   4000  5.0      9.480000     7.354817
5      Jedd Gyorko  STL 2B/3B   3600  7.0     10.350000     9.120682
6      Kris Bryant  CHC    3B   5500 21.0     10.620690     8.112661
7     Aledmys Diaz  STL    SS   3900  0.0      7.520000     9.504911
8     Josh Reddick  HOU    OF   3600 19.0      7.440000     8.078160
9  Corey Dickerson   TB    OF   3400  8.0      8.296296     6.299053
10      Tommy Pham  STL    OF   3000 14.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         24         0.0 0.00     5 0.294 0.085
4         25         0.0 0.00     3 0.408 0.270
5         20         0.0 0.00     4 0.454 0.329
6         29         0.0 0.00     2 0.406 0.238
7         25         0.0 0.00     6 0.302 0.169
8         25         0.0 0.00     2 0.320 0.150
9         27         0.0 0.00     1 0.391 0.235
10         0         0.0 0.00     7 0.635 0.625

[1] "Total fpts: 131 (31)"
       Lineup (36) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA     P   4800 18.6           NaN           NA
3   Salvador Perez   KC     C   3300 30.0      6.555556     6.576961
4    Anthony Rizzo  CHC    1B   5600  0.0      8.620690     7.747874
5  Whit Merrifield   KC 2B/OF   3200  0.0      5.500000     6.022181
6      Kris Bryant  CHC    3B   5500 21.0     10.620690     8.112661
7  Addison Russell  CHC    SS   4400  6.0      7.703704     7.853538
8      Alex Gordon   KC    OF   3400  7.0      4.535714     3.706672
9     Brandon Moss   KC    OF   3300  7.0      5.400000     5.623260
10 Jorge Bonifacio   KC    OF   2900  9.0      5.916667     6.775066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         27         0.0 0.00     5 0.315 0.209
4         29         0.0 0.00     3 0.343 0.192
5         16         0.0 0.00     7 0.270 0.131
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     5 0.291 0.138
8         28         0.0 0.00     6 0.240 0.047
9         20         0.0 0.00     8 0.251 0.167
10        12         0.0 0.00     9 0.298 0.130

[1] "Total fpts: 130.35 (32)"
       Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3  Yasmani Grandal  LAD     C   3500 22.00      6.347826     6.945297
4   Cody Bellinger  LAD 1B/OF   3500  9.00     12.833333    13.237916
5     Chris Taylor  LAD    2B   3100  5.00     10.888889     9.047713
6    Justin Turner  LAD    3B   3500  5.00      8.259259     5.004556
7    Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8    Albert Almora  CHC    OF   4300  7.00      7.615385     6.007474
9     Joc Pederson  LAD    OF   3600  3.00      7.000000     6.855655
10  Ender Inciarte  ATL    OF   3500  7.00      9.357143     8.407291
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         23         0.0 0.00     6 0.302 0.157
4         12         0.0 0.00     4 0.458 0.391
5          9         0.0 0.00     7 0.511 0.290
6         27         0.0 0.00     3 0.422 0.128
7         16         0.0 0.00     1 0.314 0.151
8         13         0.0 0.00     9 0.346 0.154
9         13         0.0 0.00     5 0.329 0.121
10        28         0.0 0.00     1 0.322 0.183

[1] "Total fpts: 129 (33)"
      Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA     P   4800 18.6           NaN           NA
3       Manny Pina  MIL     C   2800  2.0      7.266667     6.551626
4    Anthony Rizzo  CHC    1B   5600  0.0      8.620690     7.747874
5      Ben Zobrist  CHC 2B/OF   4800  2.0      7.818182     5.876802
6      Travis Shaw  MIL    3B   3500  9.0      9.214286     8.698051
7  Addison Russell  CHC    SS   4400  6.0      7.703704     7.853538
8       Ryan Braun  MIL    OF   4900  7.0     10.782609     8.442084
9     Keon Broxton  MIL    OF   3800 42.0      7.217391     7.971292
10 Domingo Santana  MIL    OF   3300 10.0      7.869565     7.375046
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         15         0.0 0.00     6 0.369 0.150
4         29         0.0 0.00     3 0.343 0.192
5         22         0.0 0.00     1 0.322 0.160
6         28         0.0 0.00     4 0.354 0.281
7         27         0.0 0.00     5 0.291 0.138
8         23         0.0 0.00     3 0.402 0.296
9         23         0.0 0.00     7 0.313 0.163
10        23         0.0 0.00     5 0.344 0.233

[1] "Total fpts: 128.35 (34)"
        Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2   Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3         Yan Gomes  CLE     C   2700 25.00      5.000000     4.046604
4    Carlos Santana  CLE    1B   4000  2.00      7.607143     7.243589
5       Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6        Yandy Diaz  CLE    3B   2500  2.00      4.615385     3.279697
7  Francisco Lindor  CLE    SS   4500  7.00      9.750000     9.327875
8      Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
9   Abraham Almonte  CLE    OF   3000  5.00      4.842105     5.698569
10       Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         17         0.0 0.00     9 0.285 0.109
4         28         0.0 0.00     1 0.324 0.156
5         22         0.0 0.00     1 0.322 0.160
6         13         0.0 0.00     7 0.252 0.017
7         28         0.0 0.00     2 0.381 0.287
8         25         0.0 0.00     2 0.320 0.150
9         19         0.0 0.00     8 0.305 0.105
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 127 (35)"
       Lineup (35) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA     P   4800 18.6           NaN           NA
3  Yasmani Grandal  LAD     C   3500 22.0      6.347826     6.945297
4   Cody Bellinger  LAD 1B/OF   3500  9.0     12.833333    13.237916
5     Chris Taylor  LAD    2B   3100  5.0     10.888889     9.047713
6      Kris Bryant  CHC    3B   5500 21.0     10.620690     8.112661
7  Addison Russell  CHC    SS   4400  6.0      7.703704     7.853538
8     Bryce Harper  WSH    OF   5400  2.0     14.240000    11.931331
9      Yasiel Puig  LAD    OF   3700  8.0      6.793103     7.793676
10    Joc Pederson  LAD    OF   3600  3.0      7.000000     6.855655
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         23         0.0 0.00     6 0.302 0.157
4         12         0.0 0.00     4 0.458 0.391
5          9         0.0 0.00     7 0.511 0.290
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     3 0.524 0.365
9         29         0.0 0.00     8 0.329 0.183
10        13         0.0 0.00     5 0.329 0.121

[1] "Total fpts: 126.55 (36)"
       Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2       Alex Meyer  LAA   P   4800 18.60           NaN           NA
3     Gary Sanchez  NYY   C   4800 14.00      7.111111     8.161563
4   Logan Morrison   TB  1B   3300 16.00      8.791667     8.444083
5   Starlin Castro  NYY  2B   3800  7.00      9.689655     7.295319
6      Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7  Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8      Aaron Judge  NYY  OF   4600  5.00     13.037037    11.540835
9    Brett Gardner  NYY  OF   4200  5.00     10.320000     9.919341
10 Jacoby Ellsbury  NYY  OF   3900  2.00      9.166667     7.160682
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         24         0.0 0.00     4 0.366 0.242
5         29         0.0 0.00     3 0.407 0.187
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     5 0.291 0.138
8         27         0.0 0.00     5 0.482 0.455
9         25         0.0 0.00     1 0.362 0.221
10        24         0.0 0.00     4 0.362 0.151

[1] "Total fpts: 125.35 (37)"
       Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3     Jason Castro  MIN     C   2900  2.00      4.882353     5.666595
4    Kennys Vargas  MIN    1B   3600 16.00     10.375000     8.584662
5      Brad Miller   TB    2B   3700 16.00      7.142857     6.714905
6  Eduardo Escobar  MIN 3B/SS   3000  5.00      5.846154     5.520359
7  Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8       Max Kepler  MIN    OF   3800  9.00      7.476190     6.786892
9    Eddie Rosario  MIN    OF   3500  5.00      6.708333     5.187604
10      Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         17         0.0 0.00     7 0.302 0.160
4          8         0.0 0.00     4 0.376 0.294
5         28         0.0 0.00     2 0.312 0.110
6         13         0.0 0.00     6 0.322 0.208
7         27         0.0 0.00     5 0.291 0.138
8         21         0.0 0.00     3 0.330 0.151
9         24         0.0 0.00     5 0.316 0.147
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 125.2 (38)"
       Lineup (38) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2    Matt Andriese   TB     P   7900 17.8     15.958333     9.713672
3  Yasmani Grandal  LAD     C   3500 22.0      6.347826     6.945297
4   Cody Bellinger  LAD 1B/OF   3500  9.0     12.833333    13.237916
5      Ben Zobrist  CHC 2B/OF   4800  2.0      7.818182     5.876802
6    Justin Turner  LAD    3B   3500  5.0      8.259259     5.004556
7     Corey Seager  LAD    SS   4300  7.0      8.714286     7.422973
8     Josh Reddick  HOU    OF   3600 19.0      7.440000     8.078160
9     Joc Pederson  LAD    OF   3600  3.0      7.000000     6.855655
10 Corey Dickerson   TB    OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         23         0.0 0.00     6 0.302 0.157
4         12         0.0 0.00     4 0.458 0.391
5         22         0.0 0.00     1 0.322 0.160
6         27         0.0 0.00     3 0.422 0.128
7         28         0.0 0.00     2 0.375 0.191
8         25         0.0 0.00     2 0.320 0.150
9         13         0.0 0.00     5 0.329 0.121
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 125 (39)"
         Lineup (53) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA   P   4800 18.6           NaN           NA
3  Willson Contreras  CHC   C   4400  7.0      5.761905     8.030596
4       Chris Carter  NYY  1B   3700  2.0      4.615385     4.272752
5     Starlin Castro  NYY  2B   3800  7.0      9.689655     7.295319
6        Kris Bryant  CHC  3B   5500 21.0     10.620690     8.112661
7     Didi Gregorius  NYY  SS   3800 22.0      6.777778     5.309844
8        Aaron Judge  NYY  OF   4600  5.0     13.037037    11.540835
9    Jacoby Ellsbury  NYY  OF   3900  2.0      9.166667     7.160682
10   Corey Dickerson   TB  OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         13         0.0 0.00     7 0.267 0.111
5         29         0.0 0.00     3 0.407 0.187
6         29         0.0 0.00     2 0.406 0.238
7          9         0.0 0.00     6 0.281 0.047
8         27         0.0 0.00     5 0.482 0.455
9         24         0.0 0.00     4 0.362 0.151
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 123.4 (40)"
        Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10600 31.95      23.33000     7.466057
2       Julio Urias  LAD     P   8000 20.45           NaN           NA
3     Yadier Molina  STL     C   3200  7.00       5.37500     4.157889
4     Anthony Rizzo  CHC    1B   5600  0.00       8.62069     7.747874
5       Jedd Gyorko  STL 2B/3B   3600  7.00      10.35000     9.120682
6       Kris Bryant  CHC    3B   5500 21.00      10.62069     8.112661
7      Aledmys Diaz  STL    SS   3900  0.00       7.52000     9.504911
8        AJ Pollock  ARI    OF   3900 10.00      10.10714     8.125585
9        Tommy Pham  STL    OF   3000 14.00           NaN           NA
10 Magneuris Sierra  STL    OF   2500 12.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         24         0.0 0.00     5 0.294 0.085
4         29         0.0 0.00     3 0.343 0.192
5         20         0.0 0.00     4 0.454 0.329
6         29         0.0 0.00     2 0.406 0.238
7         25         0.0 0.00     6 0.302 0.169
8         28         0.0 0.00     1 0.346 0.164
9          0         0.0 0.00     7 0.635 0.625
10         0         0.0 0.00     8 0.245 0.000

[1] "Total fpts: 123.35 (41)"
       Lineup (57) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3    Tyler Flowers  ATL   C   3000  5.00      6.750000     5.259911
4   Logan Morrison   TB  1B   3300 16.00      8.791667     8.444083
5      Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6    Adonis Garcia  ATL  3B   3400  0.00      6.444444     5.760164
7   Dansby Swanson  ATL  SS   3300  7.00      4.615385     4.932155
8   Ender Inciarte  ATL  OF   3500  7.00      9.357143     8.407291
9  Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
10   Danny Santana  ATL  OF   3000  0.00      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         16         0.0 0.00     7 0.404 0.035
4         24         0.0 0.00     4 0.366 0.242
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     6 0.267 0.103
7         26         0.0 0.00     8 0.205 0.066
8         28         0.0 0.00     1 0.322 0.183
9         27         0.0 0.00     1 0.391 0.235
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: 123.35 (42)"
       Lineup (85) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3     Brian McCann  HOU   C   3400  0.00      9.190476     6.600144
4     Yuli Gurriel  HOU  1B   3300  2.00      7.052632     7.321761
5      Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6     Alex Bregman  HOU  3B   3900 12.00      5.740741     3.716829
7     Jordy Mercer  PIT  SS   2800  0.00      5.535714     5.224459
8   Carlos Beltran  HOU  OF   3800 21.00      5.760000     5.569859
9   Norichika Aoki  HOU  OF   3500  5.00      5.200000     5.943595
10    Andrew Toles  LAD  OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         28         0.0 0.00     2 0.312 0.110
6         27         0.0 0.00     8 0.316 0.057
7         28         0.0 0.00     2 0.297 0.087
8         25         0.0 0.00     5 0.276 0.113
9         20         0.0 0.00     9 0.301 0.069
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 123.2 (43)"
        Lineup (124) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2      Matt Andriese   TB     P   7900 17.8     15.958333     9.713672
3   Martin Maldonado  LAA     C   2200  7.0      4.680000     4.828043
4      Albert Pujols  LAA    1B   3800 14.0      7.000000     6.017217
5   Cliff Pennington  LAA 2B/SS   2000 10.0      3.333333     4.457204
6      Yunel Escobar  LAA    3B   3000 20.0      7.266667     7.267943
7        Trea Turner  WSH    SS   5200  3.0     10.944444    11.628931
8       Bryce Harper  WSH    OF   5400  2.0     14.240000    11.931331
9  Andrew Benintendi  BOS    OF   4400 17.0      9.111111     8.158683
10      Kole Calhoun  LAA    OF   3500  0.0      6.862069     6.214753
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         25         0.0 0.00     9 0.300 0.085
4         30         0.0 0.00     3 0.283 0.120
5          6         0.0 0.00     8 0.238 0.000
6         30         0.0 0.00     1 0.316 0.130
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     3 0.524 0.365
9         27         0.0 0.00     4 0.377 0.175
10        29         0.0 0.00     2 0.311 0.132

[1] "Total fpts: 122.85 (44)"
       Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2      Julio Urias  LAD   P   8000 20.45           NaN           NA
3     Brian McCann  HOU   C   3400  0.00      9.190476     6.600144
4      Eric Hosmer   KC  1B   3600 11.00      7.068966     6.474847
5      Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6     Alex Bregman  HOU  3B   3900 12.00      5.740741     3.716829
7     Aledmys Diaz  STL  SS   3900  0.00      7.520000     9.504911
8  George Springer  HOU  OF   4500  7.00      9.000000     7.416198
9     Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
10  Norichika Aoki  HOU  OF   3500  5.00      5.200000     5.943595
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         29         0.0 0.00     4 0.329 0.120
5         28         0.0 0.00     2 0.312 0.110
6         27         0.0 0.00     8 0.316 0.057
7         25         0.0 0.00     6 0.302 0.169
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     2 0.320 0.150
10        20         0.0 0.00     9 0.301 0.069

[1] "Total fpts: 122.75 (45)"
       Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2    Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3     Brian McCann  HOU     C   3400  0.00      9.190476     6.600144
4     Yuli Gurriel  HOU    1B   3300  2.00      7.052632     7.321761
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6     Alex Bregman  HOU    3B   3900 12.00      5.740741     3.716829
7    Carlos Correa  HOU    SS   4800 18.00      7.148148     5.920653
8       AJ Pollock  ARI    OF   3900 10.00     10.107143     8.125585
9   Carlos Beltran  HOU    OF   3800 21.00      5.760000     5.569859
10 Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         22         0.0 0.00     1 0.322 0.160
6         27         0.0 0.00     8 0.316 0.057
7         27         0.0 0.00     4 0.330 0.149
8         28         0.0 0.00     1 0.346 0.164
9         25         0.0 0.00     5 0.276 0.113
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 122.65 (46)"
         Lineup (77) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2         Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3          Yan Gomes  CLE     C   2700 25.00      5.000000     4.046604
4      Anthony Rizzo  CHC    1B   5600  0.00      8.620690     7.747874
5       Jose Ramirez  CLE 2B/3B   3700  7.00      8.807692     9.666516
6         Yandy Diaz  CLE    3B   2500  2.00      4.615385     3.279697
7      Carlos Correa  HOU    SS   4800 18.00      7.148148     5.920653
8    Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
9  Lonnie Chisenhall  CLE    OF   3000 14.00      6.916667     6.775066
10   Abraham Almonte  CLE    OF   3000  5.00      4.842105     5.698569
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         17         0.0 0.00     9 0.285 0.109
4         29         0.0 0.00     3 0.343 0.192
5         26         0.0 0.00     5 0.385 0.228
6         13         0.0 0.00     7 0.252 0.017
7         27         0.0 0.00     4 0.330 0.149
8         27         0.0 0.00     1 0.391 0.235
9         12         0.0 0.00     6 0.309 0.193
10        19         0.0 0.00     8 0.305 0.105

[1] "Total fpts: 122.35 (47)"
        Lineup (137) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3        JT Realmuto  MIA     C   3500  5.00      6.600000     6.892024
4     Logan Morrison   TB    1B   3300 16.00      8.791667     8.444083
5     Alexi Amarista  COL 2B/OF   2700  3.00      3.000000     3.559026
6     Derek Dietrich  MIA    3B   3100 15.00      5.000000     5.966574
7      Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8  Giancarlo Stanton  MIA    OF   4500  6.00     10.068966     9.812277
9   Christian Yelich  MIA    OF   4200  0.00      8.517241     7.189381
10     Marcell Ozuna  MIA    OF   3700  5.00     10.700000     9.910461
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         25         0.0 0.00     1 0.354 0.125
4         24         0.0 0.00     4 0.366 0.242
5          4         0.0 0.00     7 0.352 0.172
6         16         0.0 0.00     5 0.306 0.066
7         16         0.0 0.00     1 0.314 0.151
8         29         0.0 0.00     4 0.379 0.317
9         29         0.0 0.00     2 0.319 0.115
10        30         0.0 0.00     3 0.428 0.317

[1] "Total fpts: 122.2 (48)"
         Lineup (44) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2      Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
3          Yan Gomes  CLE   C   2700 25.0      5.000000     4.046604
4     Carlos Santana  CLE  1B   4000  2.0      7.607143     7.243589
5        Javier Baez  CHC  2B   4700 16.0      8.619048     9.441802
6         Yandy Diaz  CLE  3B   2500  2.0      4.615385     3.279697
7    Addison Russell  CHC  SS   4400  6.0      7.703704     7.853538
8       Bryce Harper  WSH  OF   5400  2.0     14.240000    11.931331
9  Lonnie Chisenhall  CLE  OF   3000 14.0      6.916667     6.775066
10   Abraham Almonte  CLE  OF   3000  5.0      4.842105     5.698569
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         17         0.0 0.00     9 0.285 0.109
4         28         0.0 0.00     1 0.324 0.156
5         21         0.0 0.00     6 0.333 0.230
6         13         0.0 0.00     7 0.252 0.017
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     3 0.524 0.365
9         12         0.0 0.00     6 0.309 0.193
10        19         0.0 0.00     8 0.305 0.105

[1] "Total fpts: 121.35 (49)"
         Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2     Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3        Brian McCann  HOU   C   3400  0.00      9.190476     6.600144
4         Justin Bour  MIA  1B   3200  7.00      6.259259     8.103146
5         Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6      Derek Dietrich  MIA  3B   3100 15.00      5.000000     5.966574
7  Adeiny Hechavarria  MIA  SS   2600  0.00      5.733333     6.540715
8   Giancarlo Stanton  MIA  OF   4500  6.00     10.068966     9.812277
9       Marcell Ozuna  MIA  OF   3700  5.00     10.700000     9.910461
10    Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         27         0.0 0.00     6 0.300 0.152
5         28         0.0 0.00     2 0.312 0.110
6         16         0.0 0.00     5 0.306 0.066
7         15         0.0 0.00     7 0.293 0.109
8         29         0.0 0.00     4 0.379 0.317
9         30         0.0 0.00     3 0.428 0.317
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 120.55 (50)"
        Lineup (139) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2         Alex Meyer  LAA     P   4800 18.60           NaN           NA
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4        Chris Davis  BAL    1B   4200  7.00      6.433333     6.678237
5        Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6      Manny Machado  BAL    3B   4700  3.00      8.677419     8.105089
7    Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8        Mark Trumbo  BAL    OF   4100  7.00      6.483871     6.786609
9         Adam Jones  BAL    OF   4000 19.00      6.967742     6.210120
10        Seth Smith  BAL    OF   3300 19.00      9.200000     8.265246
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         30         0.0 0.00     4 0.331 0.162
5         22         0.0 0.00     1 0.322 0.160
6         31         0.0 0.00     3 0.346 0.246
7         27         0.0 0.00     5 0.291 0.138
8         31         0.0 0.00     5 0.279 0.105
9         31         0.0 0.00     2 0.310 0.126
10        15         0.0 0.00     1 0.388 0.193

[1] "Total fpts: 120.15 (51)"
         Lineup (59) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2        Julio Urias  LAD   P   8000 20.45           NaN           NA
3         Sandy Leon  BOS   C   3200  0.00      7.666667    11.101265
4     Mitch Moreland  BOS  1B   3500  2.00      7.678571     6.917790
5        Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6     Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7    Xander Bogaerts  BOS  SS   4700  7.00      8.375000     5.769579
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9         AJ Pollock  ARI  OF   3900 10.00     10.107143     8.125585
10       Chris Young   KC   P   4500 -3.25      8.133333     7.642612
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         28         0.0 0.00     5 0.366 0.184
5         21         0.0 0.00     6 0.333 0.230
6         24         0.0 0.00     2 0.327 0.241
7         24         0.0 0.00     3 0.364 0.078
8         27         0.0 0.00     4 0.377 0.175
9         28         0.0 0.00     1 0.346 0.164
10        15         1.5 1.59    NA 0.000 0.000

[1] "Total fpts: 120 (52)"
         Lineup (37) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA     P   4800 18.6           NaN           NA
3     Dustin Garneau  COL     C   3500  6.0      4.692308     4.922476
4      Mark Reynolds  COL    1B   4300  6.0     11.000000     8.892521
5     Alexi Amarista  COL 2B/OF   2700  3.0      3.000000     3.559026
6        Kris Bryant  CHC    3B   5500 21.0     10.620690     8.112661
7       Trevor Story  COL    SS   4600  0.0      7.592593     6.046355
8        Ian Desmond  COL    OF   4800  8.0      8.714286    11.484980
9  Andrew Benintendi  BOS    OF   4400 17.0      9.111111     8.158683
10   Corey Dickerson   TB    OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         13         0.0 0.00     8 0.272 0.172
4         27         0.0 0.00     4 0.432 0.339
5          4         0.0 0.00     7 0.352 0.172
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     6 0.301 0.231
8          7         0.0 0.00     5 0.300 0.194
9         27         0.0 0.00     4 0.377 0.175
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 119.55 (53)"
        Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2         Alex Meyer  LAA   P   4800 18.60           NaN           NA
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4        Eric Thames  MIL  1B   4600 19.00     12.500000    10.038814
5    Jonathan Villar  MIL  2B   4100  9.00      7.766667     8.194545
6        Travis Shaw  MIL  3B   3500  9.00      9.214286     8.698051
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8       Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9         Ryan Braun  MIL  OF   4900  7.00     10.782609     8.442084
10   Domingo Santana  MIL  OF   3300 10.00      7.869565     7.375046
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     2 0.482 0.407
5         30         0.0 0.00     1 0.253 0.121
6         28         0.0 0.00     4 0.354 0.281
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     3 0.524 0.365
9         23         0.0 0.00     3 0.402 0.296
10        23         0.0 0.00     5 0.344 0.233

[1] "Total fpts: 119.35 (54)"
        Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2   Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3    Devin Mesoraco  CIN     C   2800  7.00      6.800000     6.760178
4   Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5  Brandon Phillips  ATL    2B   3500  2.00      7.565217     7.596806
6    Mike Moustakas   KC    3B   3500 19.00      7.375000     6.177185
7     Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8         Matt Kemp  ATL    OF   4100 12.00     11.055556    11.649147
9    Ender Inciarte  ATL    OF   3500  7.00      9.357143     8.407291
10    Danny Santana  ATL    OF   3000  0.00      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3          5         0.0 0.00     8 0.353 0.150
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         24         0.0 0.00     2 0.327 0.241
7         16         0.0 0.00     1 0.314 0.151
8         18         0.0 0.00     4 0.421 0.317
9         28         0.0 0.00     1 0.322 0.183
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: 119.35 (55)"
       Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3     Jason Castro  MIN     C   2900  2.00      4.882353     5.666595
4    Anthony Rizzo  CHC    1B   5600  0.00      8.620690     7.747874
5   Ehire Adrianza  MIN 2B/SS   2500  9.00           NaN           NA
6  Eduardo Escobar  MIN 3B/SS   3000  5.00      5.846154     5.520359
7     Jordy Mercer  PIT    SS   2800  0.00      5.535714     5.224459
8     Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
9    Eddie Rosario  MIN    OF   3500  5.00      6.708333     5.187604
10    Byron Buxton  MIN    OF   3500 15.00      5.450000     5.472178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         17         0.0 0.00     7 0.302 0.160
4         29         0.0 0.00     3 0.343 0.192
5          0         0.0 0.00     8 0.000 0.000
6         13         0.0 0.00     6 0.322 0.208
7         28         0.0 0.00     2 0.297 0.087
8         25         0.0 0.00     2 0.320 0.150
9         24         0.0 0.00     5 0.316 0.147
10        20         0.0 0.00     9 0.234 0.086

[1] "Total fpts: 118.75 (56)"
        Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2      Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4   Paul Goldschmidt  ARI    1B   4700  9.00     11.468750     8.958630
5      Brandon Drury  ARI    2B   3300 12.00      6.333333     5.817745
6          Jake Lamb  ARI    3B   4000  4.00      9.566667     7.262009
7       Chris Owings  ARI OF/SS   3500  6.00     10.037037     9.971041
8  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9      Yasmany Tomas  ARI    OF   3700  7.00      8.560000     8.761088
10    Ender Inciarte  ATL    OF   3500  7.00      9.357143     8.407291
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         32         0.0 0.00     3 0.439 0.246
5         27         0.0 0.00     6 0.331 0.109
6         30         0.0 0.00     4 0.366 0.237
7         27         0.0 0.00     7 0.359 0.191
8         27         0.0 0.00     4 0.377 0.175
9         25         0.0 0.00     5 0.350 0.253
10        28         0.0 0.00     1 0.322 0.183

[1] "Total fpts: 117.4 (57)"
       Lineup (94) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2      Julio Urias  LAD     P   8000 20.45           NaN           NA
3     Gary Sanchez  NYY     C   4800 14.00      7.111111     8.161563
4    Anthony Rizzo  CHC    1B   5600  0.00      8.620690     7.747874
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6   Mike Moustakas   KC    3B   3500 19.00      7.375000     6.177185
7  Alcides Escobar   KC    SS   3000  0.00      3.655172     3.753816
8     Lorenzo Cain   KC    OF   3500 14.00      7.857143     5.133148
9     Brandon Moss   KC    OF   3300  7.00      5.400000     5.623260
10 Jorge Bonifacio   KC    OF   2900  9.00      5.916667     6.775066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         29         0.0 0.00     3 0.343 0.192
5         22         0.0 0.00     1 0.322 0.160
6         24         0.0 0.00     2 0.327 0.241
7         29         0.0 0.00     1 0.220 0.073
8         28         0.0 0.00     3 0.350 0.101
9         20         0.0 0.00     8 0.251 0.167
10        12         0.0 0.00     9 0.298 0.130

[1] "Total fpts: 117.4 (58)"
        Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2        Julio Urias  LAD   P   8000 20.45           NaN           NA
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4         Joey Votto  CIN  1B   4700 11.00     11.032258     8.002016
5        Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6     Eugenio Suarez  CIN  3B   3600  0.00     10.250000     8.913681
7        Zack Cozart  CIN  SS   3500  7.00      9.407407     6.547221
8        Adam Duvall  CIN  OF   4200  5.00      9.892857     9.230943
9     Scott Schebler  CIN  OF   3700 12.00      8.321429     8.760406
10    Ender Inciarte  ATL  OF   3500  7.00      9.357143     8.407291
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         31         0.0 0.00     3 0.425 0.339
5         28         0.0 0.00     2 0.312 0.110
6         28         0.0 0.00     5 0.429 0.273
7         27         0.0 0.00     2 0.437 0.237
8         28         0.0 0.00     4 0.376 0.316
9         28         0.0 0.00     6 0.368 0.303
10        28         0.0 0.00     1 0.322 0.183

[1] "Total fpts: 117.2 (59)"
         Lineup (65) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2      Matt Andriese   TB     P   7900 17.8     15.958333     9.713672
3  Willson Contreras  CHC     C   4400  7.0      5.761905     8.030596
4      Kennys Vargas  MIN    1B   3600 16.0     10.375000     8.584662
5        Ben Zobrist  CHC 2B/OF   4800  2.0      7.818182     5.876802
6    Eduardo Escobar  MIN 3B/SS   3000  5.0      5.846154     5.520359
7      Jorge Polanco  MIN    SS   3400 15.0      6.565217     4.449986
8         Max Kepler  MIN    OF   3800  9.0      7.476190     6.786892
9      Eddie Rosario  MIN    OF   3500  5.0      6.708333     5.187604
10   Corey Dickerson   TB    OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4          8         0.0 0.00     4 0.376 0.294
5         22         0.0 0.00     1 0.322 0.160
6         13         0.0 0.00     6 0.322 0.208
7         23         0.0 0.00     2 0.298 0.092
8         21         0.0 0.00     3 0.330 0.151
9         24         0.0 0.00     5 0.316 0.147
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 117.2 (60)"
       Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2       Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3   Salvador Perez   KC     C   3300 30.00      6.555556     6.576961
4      Eric Hosmer   KC    1B   3600 11.00      7.068966     6.474847
5  Whit Merrifield   KC 2B/OF   3200  0.00      5.500000     6.022181
6    Nolan Arenado  COL    3B   5300  5.00      9.310345     7.810723
7  Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8      Alex Gordon   KC    OF   3400  7.00      4.535714     3.706672
9  Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
10    Brandon Moss   KC    OF   3300  7.00      5.400000     5.623260
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         27         0.0 0.00     5 0.315 0.209
4         29         0.0 0.00     4 0.329 0.120
5         16         0.0 0.00     7 0.270 0.131
6         29         0.0 0.00     3 0.391 0.300
7         27         0.0 0.00     5 0.291 0.138
8         28         0.0 0.00     6 0.240 0.047
9         27         0.0 0.00     1 0.391 0.235
10        20         0.0 0.00     8 0.251 0.167

[1] "Total fpts: 117.15 (61)"
         Lineup (61) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2        Chris Young   KC   P   4500 -3.25      8.133333     7.642612
3       Brian McCann  HOU   C   3400  0.00      9.190476     6.600144
4       Yuli Gurriel  HOU  1B   3300  2.00      7.052632     7.321761
5        Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6       Alex Bregman  HOU  3B   3900 12.00      5.740741     3.716829
7      Carlos Correa  HOU  SS   4800 18.00      7.148148     5.920653
8       Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
10    Carlos Beltran  HOU  OF   3800 21.00      5.760000     5.569859
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     8 0.316 0.057
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     3 0.524 0.365
9         27         0.0 0.00     4 0.377 0.175
10        25         0.0 0.00     5 0.276 0.113

[1] "Total fpts: 117 (62)"
       Lineup (58) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA   P   4800 18.6           NaN           NA
3      Jesus Sucre   TB   C   2500  3.0      5.875000     7.120142
4    Anthony Rizzo  CHC  1B   5600  0.0      8.620690     7.747874
5      Brad Miller   TB  2B   3700 16.0      7.142857     6.714905
6    Evan Longoria   TB  3B   4200  5.0      7.100000     6.466625
7    Carlos Correa  HOU  SS   4800 18.0      7.148148     5.920653
8     Bryce Harper  WSH  OF   5400  2.0     14.240000    11.931331
9  Kevin Kiermaier   TB  OF   3500 14.0      5.433333     6.268054
10 Corey Dickerson   TB  OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3          8         0.0 0.00     9 0.275 0.100
4         29         0.0 0.00     3 0.343 0.192
5         28         0.0 0.00     2 0.312 0.110
6         30         0.0 0.00     3 0.314 0.161
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     3 0.524 0.365
9         30         0.0 0.00     8 0.257 0.064
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 116.75 (63)"
         Lineup (60) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2      Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4     Carlos Santana  CLE    1B   4000  2.00      7.607143     7.243589
5        Jose Altuve  HOU    2B   4900  7.00     10.481481     8.464270
6       Alex Bregman  HOU    3B   3900 12.00      5.740741     3.716829
7      Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8    George Springer  HOU    OF   4500  7.00      9.000000     7.416198
9       Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
10    Norichika Aoki  HOU    OF   3500  5.00      5.200000     5.943595
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     1 0.324 0.156
5         27         0.0 0.00     3 0.374 0.174
6         27         0.0 0.00     8 0.316 0.057
7         16         0.0 0.00     1 0.314 0.151
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     2 0.320 0.150
10        20         0.0 0.00     9 0.301 0.069

[1] "Total fpts: 116.5 (64)"
         Lineup (11) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2      Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3         Sandy Leon  BOS     C   3200  0.00      7.666667    11.101265
4     Mitch Moreland  BOS    1B   3500  2.00      7.678571     6.917790
5      Josh Rutledge  BOS 2B/3B   2900  5.00      6.250000     4.645787
6        Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7    Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9       Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
10       Chris Young   KC     P   4500 -3.25      8.133333     7.642612
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         28         0.0 0.00     5 0.366 0.184
5          4         0.0 0.00     8 0.326 0.000
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     5 0.291 0.138
8         27         0.0 0.00     4 0.377 0.175
9         25         0.0 0.00     2 0.320 0.150
10        15         1.5 1.59    NA 0.000 0.000

[1] "Total fpts: 116.2 (65)"
      Lineup (86) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2   Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
3   Tyler Flowers  ATL   C   3000  5.0      6.750000     5.259911
4   Anthony Rizzo  CHC  1B   5600  0.0      8.620690     7.747874
5     Brad Miller   TB  2B   3700 16.0      7.142857     6.714905
6   Adonis Garcia  ATL  3B   3400  0.0      6.444444     5.760164
7  Dansby Swanson  ATL  SS   3300  7.0      4.615385     4.932155
8       Matt Kemp  ATL  OF   4100 12.0     11.055556    11.649147
9    Josh Reddick  HOU  OF   3600 19.0      7.440000     8.078160
10  Nick Markakis  ATL  OF   3400  7.0      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         16         0.0 0.00     7 0.404 0.035
4         29         0.0 0.00     3 0.343 0.192
5         28         0.0 0.00     2 0.312 0.110
6         27         0.0 0.00     6 0.267 0.103
7         26         0.0 0.00     8 0.205 0.066
8         18         0.0 0.00     4 0.421 0.317
9         25         0.0 0.00     2 0.320 0.150
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: 115.75 (66)"
         Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2      Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3        Jesus Sucre   TB   C   2500  3.00      5.875000     7.120142
4    Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5        Brad Miller   TB  2B   3700 16.00      7.142857     6.714905
6      Evan Longoria   TB  3B   4200  5.00      7.100000     6.466625
7        Trea Turner  WSH  SS   5200  3.00     10.944444    11.628931
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9    Kevin Kiermaier   TB  OF   3500 14.00      5.433333     6.268054
10   Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3          8         0.0 0.00     9 0.275 0.100
4         28         0.0 0.00     3 0.504 0.406
5         28         0.0 0.00     2 0.312 0.110
6         30         0.0 0.00     3 0.314 0.161
7         18         0.0 0.00     1 0.331 0.180
8         27         0.0 0.00     4 0.377 0.175
9         30         0.0 0.00     8 0.257 0.064
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 114.95 (67)"
         Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2      Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4     Mitch Moreland  BOS  1B   3500  2.00      7.678571     6.917790
5     Dustin Pedroia  BOS  2B   4200 13.00      6.708333     5.812125
6      Yunel Escobar  LAA  3B   3000 20.00      7.266667     7.267943
7    Xander Bogaerts  BOS  SS   4700  7.00      8.375000     5.769579
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9        Chris Young   KC   P   4500 -3.25      8.133333     7.642612
10        Matt Joyce  OAK  OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     5 0.366 0.184
5         24         0.0 0.00     2 0.323 0.087
6         30         0.0 0.00     1 0.316 0.130
7         24         0.0 0.00     3 0.364 0.078
8         27         0.0 0.00     4 0.377 0.175
9         15         1.5 1.59    NA 0.000 0.000
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 114.35 (68)"
      Lineup (114) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3     Omar Narvaez  CWS   C   2500  6.00      4.714286     4.810702
4  Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5   Tyler Saladino  CWS  2B   3500  5.00      5.105263     4.852202
6    Matt Davidson  CWS  3B   3600  0.00      8.214286     9.512571
7     Tim Anderson  CWS  SS   3300  3.00      5.875000     6.476127
8       AJ Pollock  ARI  OF   3900 10.00     10.107143     8.125585
9     Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
10    Willy Garcia  CWS  OF   2500  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         14         0.0 0.00     8 0.313 0.022
4         28         0.0 0.00     3 0.504 0.406
5         19         0.0 0.00     1 0.272 0.061
6         14         0.0 0.00     6 0.367 0.312
7         24         0.0 0.00     7 0.240 0.078
8         28         0.0 0.00     1 0.346 0.164
9         25         0.0 0.00     2 0.320 0.150
10         0         0.0 0.00     9 0.203 0.067

[1] "Total fpts: 113.55 (69)"
         Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2         Alex Meyer  LAA     P   4800 18.60           NaN           NA
3      Yadier Molina  STL     C   3200  7.00      5.375000     4.157889
4     Matt Carpenter  STL    1B   4000  5.00      9.480000     7.354817
5        Jedd Gyorko  STL 2B/3B   3600  7.00     10.350000     9.120682
6        Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7       Aledmys Diaz  STL    SS   3900  0.00      7.520000     9.504911
8       Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
10    Randal Grichuk  STL    OF   3500  4.00      6.629630     6.276624
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         24         0.0 0.00     5 0.294 0.085
4         25         0.0 0.00     3 0.408 0.270
5         20         0.0 0.00     4 0.454 0.329
6         29         0.0 0.00     2 0.406 0.238
7         25         0.0 0.00     6 0.302 0.169
8         25         0.0 0.00     3 0.524 0.365
9         27         0.0 0.00     4 0.377 0.175
10        27         0.0 0.00     2 0.281 0.132

[1] "Total fpts: 113.35 (70)"
          Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4  Edwin Encarnacion  CLE    1B   4100  6.00      6.464286     6.131172
5       Jose Ramirez  CLE 2B/3B   3700  7.00      8.807692     9.666516
6         Yandy Diaz  CLE    3B   2500  2.00      4.615385     3.279697
7    Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8  Lonnie Chisenhall  CLE    OF   3000 14.00      6.916667     6.775066
9    Abraham Almonte  CLE    OF   3000  5.00      4.842105     5.698569
10        Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     4 0.336 0.156
5         26         0.0 0.00     5 0.385 0.228
6         13         0.0 0.00     7 0.252 0.017
7         27         0.0 0.00     5 0.291 0.138
8         12         0.0 0.00     6 0.309 0.193
9         19         0.0 0.00     8 0.305 0.105
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 113.15 (71)"
         Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2        Chris Young   KC     P   4500 -3.25      8.133333     7.642612
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4    Conor Gillaspie   SF 1B/3B   2400  0.00      4.428571     4.790864
5        Jose Altuve  HOU    2B   4900  7.00     10.481481     8.464270
6        Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7      Carlos Correa  HOU    SS   4800 18.00      7.148148     5.920653
8    George Springer  HOU    OF   4500  7.00      9.000000     7.416198
9       Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
10    Norichika Aoki  HOU    OF   3500  5.00      5.200000     5.943595
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4          7         0.0 0.00     5 0.204 0.025
5         27         0.0 0.00     3 0.374 0.174
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     2 0.320 0.150
10        20         0.0 0.00     9 0.301 0.069

[1] "Total fpts: 113 (72)"
          Lineup (1) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA   P   4800 18.6           NaN           NA
3  Willson Contreras  CHC   C   4400  7.0      5.761905     8.030596
4    Freddie Freeman  ATL  1B   4600  0.0     12.928571    10.790698
5   Brandon Phillips  ATL  2B   3500  2.0      7.565217     7.596806
6        Kris Bryant  CHC  3B   5500 21.0     10.620690     8.112661
7    Addison Russell  CHC  SS   4400  6.0      7.703704     7.853538
8          Matt Kemp  ATL  OF   4100 12.0     11.055556    11.649147
9     Ender Inciarte  ATL  OF   3500  7.0      9.357143     8.407291
10     Nick Markakis  ATL  OF   3400  7.0      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     5 0.291 0.138
8         18         0.0 0.00     4 0.421 0.317
9         28         0.0 0.00     1 0.322 0.183
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: 112.75 (73)"
      Lineup (147) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2    Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3  Yasmani Grandal  LAD     C   3500 22.00      6.347826     6.945297
4   Cody Bellinger  LAD 1B/OF   3500  9.00     12.833333    13.237916
5     Chris Taylor  LAD    2B   3100  5.00     10.888889     9.047713
6    Nolan Arenado  COL    3B   5300  5.00      9.310345     7.810723
7      Trea Turner  WSH    SS   5200  3.00     10.944444    11.628931
8      Yasiel Puig  LAD    OF   3700  8.00      6.793103     7.793676
9     Joc Pederson  LAD    OF   3600  3.00      7.000000     6.855655
10 Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         23         0.0 0.00     6 0.302 0.157
4         12         0.0 0.00     4 0.458 0.391
5          9         0.0 0.00     7 0.511 0.290
6         29         0.0 0.00     3 0.391 0.300
7         18         0.0 0.00     1 0.331 0.180
8         29         0.0 0.00     8 0.329 0.183
9         13         0.0 0.00     5 0.329 0.121
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 112.35 (74)"
       Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3    Bruce Maxwell  OAK     C   2600  3.00           NaN           NA
4  Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6   Trevor Plouffe  OAK    3B   3300 10.00      5.925926     6.145204
7     Adam Rosales  OAK    SS   2400  7.00      5.695652     4.780973
8      Rajai Davis  OAK    OF   3800 16.00      7.352941     6.173949
9  Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
10      Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3          0         0.0 0.00     8 0.231 0.000
4         28         0.0 0.00     3 0.504 0.406
5         22         0.0 0.00     1 0.322 0.160
6         27         0.0 0.00     7 0.288 0.167
7         23         0.0 0.00     9 0.289 0.124
8         17         0.0 0.00     1 0.270 0.125
9         27         0.0 0.00     1 0.391 0.235
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 111.85 (75)"
      Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40      27.34000     9.492721
2      Julio Urias  LAD     P   8000 20.45           NaN           NA
3    Yadier Molina  STL     C   3200  7.00       5.37500     4.157889
4   Matt Carpenter  STL    1B   4000  5.00       9.48000     7.354817
5      Jedd Gyorko  STL 2B/3B   3600  7.00      10.35000     9.120682
6   Mike Moustakas   KC    3B   3500 19.00       7.37500     6.177185
7     Aledmys Diaz  STL    SS   3900  0.00       7.52000     9.504911
8  George Springer  HOU    OF   4500  7.00       9.00000     7.416198
9       AJ Pollock  ARI    OF   3900 10.00      10.10714     8.125585
10  Randal Grichuk  STL    OF   3500  4.00       6.62963     6.276624
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         24         0.0 0.00     5 0.294 0.085
4         25         0.0 0.00     3 0.408 0.270
5         20         0.0 0.00     4 0.454 0.329
6         24         0.0 0.00     2 0.327 0.241
7         25         0.0 0.00     6 0.302 0.169
8         25         0.0 0.00     1 0.346 0.227
9         28         0.0 0.00     1 0.346 0.164
10        27         0.0 0.00     2 0.281 0.132

[1] "Total fpts: 111.75 (76)"
        Lineup (73) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2     Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3      James McCann  DET   C   2900 16.00      6.000000     8.544004
4  Paul Goldschmidt  ARI  1B   4700  9.00     11.468750     8.958630
5       Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6         Jake Lamb  ARI  3B   4000  4.00      9.566667     7.262009
7      Aledmys Diaz  STL  SS   3900  0.00      7.520000     9.504911
8        AJ Pollock  ARI  OF   3900 10.00     10.107143     8.125585
9     Yasmany Tomas  ARI  OF   3700  7.00      8.560000     8.761088
10    David Peralta  ARI  OF   3500  0.00      8.583333     9.006841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         32         0.0 0.00     3 0.439 0.246
5         21         0.0 0.00     6 0.333 0.230
6         30         0.0 0.00     4 0.366 0.237
7         25         0.0 0.00     6 0.302 0.169
8         28         0.0 0.00     1 0.346 0.164
9         25         0.0 0.00     5 0.350 0.253
10        24         0.0 0.00     2 0.358 0.168

[1] "Total fpts: 111.4 (77)"
       Lineup (91) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
2       Alex Meyer  LAA   P   4800 18.6           NaN           NA
3     Gary Sanchez  NYY   C   4800 14.0      7.111111     8.161563
4    Anthony Rizzo  CHC  1B   5600  0.0      8.620690     7.747874
5      Jose Altuve  HOU  2B   4900  7.0     10.481481     8.464270
6    Nolan Arenado  COL  3B   5300  5.0      9.310345     7.810723
7    Carlos Correa  HOU  SS   4800 18.0      7.148148     5.920653
8  George Springer  HOU  OF   4500  7.0      9.000000     7.416198
9     Josh Reddick  HOU  OF   3600 19.0      7.440000     8.078160
10  Norichika Aoki  HOU  OF   3500  5.0      5.200000     5.943595
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.8 1.29    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         29         0.0 0.00     3 0.343 0.192
5         27         0.0 0.00     3 0.374 0.174
6         29         0.0 0.00     3 0.391 0.300
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     2 0.320 0.150
10        20         0.0 0.00     9 0.301 0.069

[1] "Total fpts: 111.05 (78)"
     Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Robbie Ray  ARI   P   9200 11.25     22.025000     7.285860
2   Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3    Brian McCann  HOU   C   3400  0.00      9.190476     6.600144
4    Yuli Gurriel  HOU  1B   3300  2.00      7.052632     7.321761
5     Jose Altuve  HOU  2B   4900  7.00     10.481481     8.464270
6   Yunel Escobar  LAA  3B   3000 20.00      7.266667     7.267943
7   Carlos Correa  HOU  SS   4800 18.00      7.148148     5.920653
8    Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9  Billy Hamilton  CIN  OF   4200 12.00     10.551724     9.560283
10 Carlos Beltran  HOU  OF   3800 21.00      5.760000     5.569859
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         27         0.0 0.00     3 0.374 0.174
6         30         0.0 0.00     1 0.316 0.130
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     3 0.524 0.365
9         29         0.0 0.00     1 0.283 0.108
10        25         0.0 0.00     5 0.276 0.113

[1] "Total fpts: 111 (79)"
       Lineup (48) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA   P   4800 18.6           NaN           NA
3    Tyler Flowers  ATL   C   3000  5.0      6.750000     5.259911
4  Freddie Freeman  ATL  1B   4600  0.0     12.928571    10.790698
5      Javier Baez  CHC  2B   4700 16.0      8.619048     9.441802
6    Adonis Garcia  ATL  3B   3400  0.0      6.444444     5.760164
7    Carlos Correa  HOU  SS   4800 18.0      7.148148     5.920653
8     Bryce Harper  WSH  OF   5400  2.0     14.240000    11.931331
9        Matt Kemp  ATL  OF   4100 12.0     11.055556    11.649147
10   Nick Markakis  ATL  OF   3400  7.0      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         16         0.0 0.00     7 0.404 0.035
4         28         0.0 0.00     3 0.504 0.406
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     6 0.267 0.103
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     3 0.524 0.365
9         18         0.0 0.00     4 0.421 0.317
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: 110.4 (80)"
        Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2        Julio Urias  LAD     P   8000 20.45           NaN           NA
3          Yan Gomes  CLE     C   2700 25.00      5.000000     4.046604
4    Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5       Jose Ramirez  CLE 2B/3B   3700  7.00      8.807692     9.666516
6         Yandy Diaz  CLE    3B   2500  2.00      4.615385     3.279697
7        Trea Turner  WSH    SS   5200  3.00     10.944444    11.628931
8       Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9  Lonnie Chisenhall  CLE    OF   3000 14.00      6.916667     6.775066
10   Abraham Almonte  CLE    OF   3000  5.00      4.842105     5.698569
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         17         0.0 0.00     9 0.285 0.109
4         28         0.0 0.00     3 0.504 0.406
5         26         0.0 0.00     5 0.385 0.228
6         13         0.0 0.00     7 0.252 0.017
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     3 0.524 0.365
9         12         0.0 0.00     6 0.309 0.193
10        19         0.0 0.00     8 0.305 0.105

[1] "Total fpts: 109.4 (81)"
      Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2      Julio Urias  LAD     P   8000 20.45           NaN           NA
3      Jesus Sucre   TB     C   2500  3.00      5.875000     7.120142
4  Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6    Nolan Arenado  COL    3B   5300  5.00      9.310345     7.810723
7      Tim Beckham   TB    SS   3000 10.00      7.392857     9.242972
8  Kevin Kiermaier   TB    OF   3500 14.00      5.433333     6.268054
9     Colby Rasmus   TB    OF   3400 15.00     11.750000     9.673848
10 Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3          8         0.0 0.00     9 0.275 0.100
4         28         0.0 0.00     3 0.504 0.406
5         22         0.0 0.00     1 0.322 0.160
6         29         0.0 0.00     3 0.391 0.300
7         28         0.0 0.00     7 0.320 0.227
8         30         0.0 0.00     8 0.257 0.064
9          4         0.0 0.00     6 0.411 0.471
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 109.35 (82)"
        Lineup (42) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2   Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
3      James McCann  DET   C   2900 16.00      6.000000     8.544004
4   Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5  Brandon Phillips  ATL  2B   3500  2.00      7.565217     7.596806
6     Adonis Garcia  ATL  3B   3400  0.00      6.444444     5.760164
7     Jose Iglesias  DET  SS   2700  5.00      7.526316     6.923137
8         Matt Kemp  ATL  OF   4100 12.00     11.055556    11.649147
9     Nick Markakis  ATL  OF   3400  7.00      6.928571     4.537323
10     Andrew Toles  LAD  OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         27         0.0 0.00     6 0.267 0.103
7         19         0.0 0.00     2 0.270 0.152
8         18         0.0 0.00     4 0.421 0.317
9         28         0.0 0.00     5 0.341 0.116
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 108.35 (83)"
         Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4    Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5    Whit Merrifield   KC 2B/OF   3200  0.00      5.500000     6.022181
6     Mike Moustakas   KC    3B   3500 19.00      7.375000     6.177185
7    Alcides Escobar   KC    SS   3000  0.00      3.655172     3.753816
8       Brandon Moss   KC    OF   3300  7.00      5.400000     5.623260
9    Jorge Bonifacio   KC    OF   2900  9.00      5.916667     6.775066
10        Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     3 0.504 0.406
5         16         0.0 0.00     7 0.270 0.131
6         24         0.0 0.00     2 0.327 0.241
7         29         0.0 0.00     1 0.220 0.073
8         20         0.0 0.00     8 0.251 0.167
9         12         0.0 0.00     9 0.298 0.130
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 107.55 (84)"
      Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2       Alex Meyer  LAA   P   4800 18.60           NaN           NA
3     Matt Wieters  WSH   C   3800  7.00      8.300000     9.963618
4   Ryan Zimmerman  WSH  1B   4900  5.00     14.750000     9.180556
5    Daniel Murphy  WSH  2B   5000 16.00      9.571429     9.795799
6   Anthony Rendon  WSH  3B   4600 10.00      8.884615    13.995219
7  Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8     Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9  Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
10    Andrew Toles  LAD  OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         20         0.0 0.00     7 0.365 0.205
4         24         0.0 0.00     4 0.545 0.455
5         28         0.0 0.00     5 0.400 0.209
6         26         0.0 0.00     6 0.368 0.183
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     3 0.524 0.365
9         27         0.0 0.00     1 0.391 0.235
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 107.45 (85)"
        Lineup (125) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9200 11.25     22.025000     7.285860
2        Julio Urias  LAD   P   8000 20.45           NaN           NA
3       Brian McCann  HOU   C   3400  0.00      9.190476     6.600144
4     Mitch Moreland  BOS  1B   3500  2.00      7.678571     6.917790
5     Dustin Pedroia  BOS  2B   4200 13.00      6.708333     5.812125
6        Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7    Xander Bogaerts  BOS  SS   4700  7.00      8.375000     5.769579
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9       Josh Reddick  HOU  OF   3600 19.00      7.440000     8.078160
10       Chris Young   KC   P   4500 -3.25      8.133333     7.642612
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         28         0.0 0.00     5 0.366 0.184
5         24         0.0 0.00     2 0.323 0.087
6         29         0.0 0.00     2 0.406 0.238
7         24         0.0 0.00     3 0.364 0.078
8         27         0.0 0.00     4 0.377 0.175
9         25         0.0 0.00     2 0.320 0.150
10        15         1.5 1.59    NA 0.000 0.000

[1] "Total fpts: 106.35 (86)"
       Lineup (103) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2   Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3        Sandy Leon  BOS     C   3200  0.00      7.666667    11.101265
4  Paul Goldschmidt  ARI    1B   4700  9.00     11.468750     8.958630
5     Brandon Drury  ARI    2B   3300 12.00      6.333333     5.817745
6         Jake Lamb  ARI    3B   4000  4.00      9.566667     7.262009
7     Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8     Yasmany Tomas  ARI    OF   3700  7.00      8.560000     8.761088
9     David Peralta  ARI    OF   3500  0.00      8.583333     9.006841
10       Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         32         0.0 0.00     3 0.439 0.246
5         27         0.0 0.00     6 0.331 0.109
6         30         0.0 0.00     4 0.366 0.237
7         16         0.0 0.00     1 0.314 0.151
8         25         0.0 0.00     5 0.350 0.253
9         24         0.0 0.00     2 0.358 0.168
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 104.75 (87)"
          Lineup (5) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2         Alex Meyer  LAA     P   4800 18.60           NaN           NA
3         Sandy Leon  BOS     C   3200  0.00      7.666667    11.101265
4     Mitch Moreland  BOS    1B   3500  2.00      7.678571     6.917790
5        Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6        Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7    Xander Bogaerts  BOS    SS   4700  7.00      8.375000     5.769579
8  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9    Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
10       Chris Young   KC     P   4500 -3.25      8.133333     7.642612
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         28         0.0 0.00     5 0.366 0.184
5         22         0.0 0.00     1 0.322 0.160
6         29         0.0 0.00     2 0.406 0.238
7         24         0.0 0.00     3 0.364 0.078
8         27         0.0 0.00     4 0.377 0.175
9         27         0.0 0.00     1 0.391 0.235
10        15         1.5 1.59    NA 0.000 0.000

[1] "Total fpts: 104.35 (88)"
      Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3      Jeff Mathis  ARI     C   2100  0.00      3.400000     5.590809
4  Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5    Brandon Drury  ARI    2B   3300 12.00      6.333333     5.817745
6        Jake Lamb  ARI    3B   4000  4.00      9.566667     7.262009
7     Chris Owings  ARI OF/SS   3500  6.00     10.037037     9.971041
8    Yasmany Tomas  ARI    OF   3700  7.00      8.560000     8.761088
9  Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
10    Andrew Toles  LAD    OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         15         0.0 0.00     8 0.174 0.146
4         28         0.0 0.00     3 0.504 0.406
5         27         0.0 0.00     6 0.331 0.109
6         30         0.0 0.00     4 0.366 0.237
7         27         0.0 0.00     7 0.359 0.191
8         25         0.0 0.00     5 0.350 0.253
9         27         0.0 0.00     1 0.391 0.235
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 104 (89)"
       Lineup (63) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA   P   4800 18.6           NaN           NA
3       Sandy Leon  BOS   C   3200  0.0      7.666667    11.101265
4  Freddie Freeman  ATL  1B   4600  0.0     12.928571    10.790698
5      Jose Altuve  HOU  2B   4900  7.0     10.481481     8.464270
6     Alex Bregman  HOU  3B   3900 12.0      5.740741     3.716829
7      Trea Turner  WSH  SS   5200  3.0     10.944444    11.628931
8  George Springer  HOU  OF   4500  7.0      9.000000     7.416198
9     Josh Reddick  HOU  OF   3600 19.0      7.440000     8.078160
10  Norichika Aoki  HOU  OF   3500  5.0      5.200000     5.943595
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         28         0.0 0.00     3 0.504 0.406
5         27         0.0 0.00     3 0.374 0.174
6         27         0.0 0.00     8 0.316 0.057
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     2 0.320 0.150
10        20         0.0 0.00     9 0.301 0.069

[1] "Total fpts: 104 (90)"
         Lineup (69) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA   P   4800 18.6           NaN           NA
3  Willson Contreras  CHC   C   4400  7.0      5.761905     8.030596
4         Jose Abreu  CWS  1B   4500  7.0      8.153846     8.350771
5     Tyler Saladino  CWS  2B   3500  5.0      5.105263     4.852202
6        Kris Bryant  CHC  3B   5500 21.0     10.620690     8.112661
7    Addison Russell  CHC  SS   4400  6.0      7.703704     7.853538
8      Melky Cabrera  CWS  OF   4000  0.0      5.750000     4.109903
9     Avisail Garcia  CWS  OF   3700  0.0      9.384615     8.750209
10      Willy Garcia  CWS  OF   2500  7.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         26         0.0 0.00     3 0.361 0.214
5         19         0.0 0.00     1 0.272 0.061
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     5 0.291 0.138
8         24         0.0 0.00     2 0.280 0.066
9         26         0.0 0.00     4 0.407 0.202
10         0         0.0 0.00     9 0.203 0.067

[1] "Total fpts: 104 (91)"
        Lineup (75) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2        Alex Meyer  LAA   P   4800 18.6           NaN           NA
3         Yan Gomes  CLE   C   2700 25.0      5.000000     4.046604
4    Carlos Santana  CLE  1B   4000  2.0      7.607143     7.243589
5      Jason Kipnis  CLE  2B   4000  0.0      3.571429     4.362679
6     Nolan Arenado  COL  3B   5300  5.0      9.310345     7.810723
7  Francisco Lindor  CLE  SS   4500  7.0      9.750000     9.327875
8      Bryce Harper  WSH  OF   5400  2.0     14.240000    11.931331
9   George Springer  HOU  OF   4500  7.0      9.000000     7.416198
10  Abraham Almonte  CLE  OF   3000  5.0      4.842105     5.698569
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         17         0.0 0.00     9 0.285 0.109
4         28         0.0 0.00     1 0.324 0.156
5         14         0.0 0.00     3 0.176 0.019
6         29         0.0 0.00     3 0.391 0.300
7         28         0.0 0.00     2 0.381 0.287
8         25         0.0 0.00     3 0.524 0.365
9         25         0.0 0.00     1 0.346 0.227
10        19         0.0 0.00     8 0.305 0.105

[1] "Total fpts: 103.65 (92)"
        Lineup (146) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2         Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3      Bruce Maxwell  OAK     C   2600  3.00           NaN           NA
4         Ryon Healy  OAK 1B/3B   3600  3.00      6.777778     8.020806
5        Javier Baez  CHC    2B   4700 16.00      8.619048     9.441802
6     Trevor Plouffe  OAK    3B   3300 10.00      5.925926     6.145204
7       Adam Rosales  OAK    SS   2400  7.00      5.695652     4.780973
8       Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
10        Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          0         0.0 0.00     8 0.231 0.000
4         27         0.0 0.00     5 0.321 0.214
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     7 0.288 0.167
7         23         0.0 0.00     9 0.289 0.124
8         25         0.0 0.00     3 0.524 0.365
9         27         0.0 0.00     4 0.377 0.175
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 103.35 (93)"
         Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4     Cody Bellinger  LAD 1B/OF   3500  9.00     12.833333    13.237916
5     Alexi Amarista  COL 2B/OF   2700  3.00      3.000000     3.559026
6      Justin Turner  LAD    3B   3500  5.00      8.259259     5.004556
7       Corey Seager  LAD    SS   4300  7.00      8.714286     7.422973
8       Joc Pederson  LAD    OF   3600  3.00      7.000000     6.855655
9       Andrew Toles  LAD    OF   3000  3.00      9.294118     7.278090
10        Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          5         6.9 0.82    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         12         0.0 0.00     4 0.458 0.391
5          4         0.0 0.00     7 0.352 0.172
6         27         0.0 0.00     3 0.422 0.128
7         28         0.0 0.00     2 0.375 0.191
8         13         0.0 0.00     5 0.329 0.121
9         17         0.0 0.00     1 0.335 0.194
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 103.2 (94)"
      Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2       Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3     Gary Sanchez  NYY     C   4800 14.00      7.111111     8.161563
4   Carlos Santana  CLE    1B   4000  2.00      7.607143     7.243589
5  Whit Merrifield   KC 2B/OF   3200  0.00      5.500000     6.022181
6      Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7  Alcides Escobar   KC    SS   3000  0.00      3.655172     3.753816
8      Alex Gordon   KC    OF   3400  7.00      4.535714     3.706672
9     Brandon Moss   KC    OF   3300  7.00      5.400000     5.623260
10 Jorge Bonifacio   KC    OF   2900  9.00      5.916667     6.775066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         28         0.0 0.00     1 0.324 0.156
5         16         0.0 0.00     7 0.270 0.131
6         29         0.0 0.00     2 0.406 0.238
7         29         0.0 0.00     1 0.220 0.073
8         28         0.0 0.00     6 0.240 0.047
9         20         0.0 0.00     8 0.251 0.167
10        12         0.0 0.00     9 0.298 0.130

[1] "Total fpts: 103 (95)"
         Lineup (46) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA     P   4800 18.6           NaN           NA
3  Willson Contreras  CHC     C   4400  7.0      5.761905     8.030596
4         Joey Votto  CIN    1B   4700 11.0     11.032258     8.002016
5        Ben Zobrist  CHC 2B/OF   4800  2.0      7.818182     5.876802
6     Eugenio Suarez  CIN    3B   3600  0.0     10.250000     8.913681
7        Zack Cozart  CIN    SS   3500  7.0      9.407407     6.547221
8        Adam Duvall  CIN    OF   4200  5.0      9.892857     9.230943
9     Billy Hamilton  CIN    OF   4200 12.0     10.551724     9.560283
10   Corey Dickerson   TB    OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         31         0.0 0.00     3 0.425 0.339
5         22         0.0 0.00     1 0.322 0.160
6         28         0.0 0.00     5 0.429 0.273
7         27         0.0 0.00     2 0.437 0.237
8         28         0.0 0.00     4 0.376 0.316
9         29         0.0 0.00     1 0.283 0.108
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 102.75 (96)"
       Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2    Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3     James McCann  DET     C   2900 16.00      6.000000     8.544004
4    Mark Reynolds  COL    1B   4300  6.00     11.000000     8.892521
5   Alexi Amarista  COL 2B/OF   2700  3.00      3.000000     3.559026
6    Nolan Arenado  COL    3B   5300  5.00      9.310345     7.810723
7     Trevor Story  COL    SS   4600  0.00      7.592593     6.046355
8      Ian Desmond  COL    OF   4800  8.00      8.714286    11.484980
9   Ender Inciarte  ATL    OF   3500  7.00      9.357143     8.407291
10 Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         27         0.0 0.00     4 0.432 0.339
5          4         0.0 0.00     7 0.352 0.172
6         29         0.0 0.00     3 0.391 0.300
7         27         0.0 0.00     6 0.301 0.231
8          7         0.0 0.00     5 0.300 0.194
9         28         0.0 0.00     1 0.322 0.183
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 102.65 (97)"
      Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2       Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3     Jason Castro  MIN     C   2900  2.00      4.882353     5.666595
4        Joe Mauer  MIN    1B   3400 10.00      6.650000     5.193873
5   Ehire Adrianza  MIN 2B/SS   2500  9.00           NaN           NA
6  Eduardo Escobar  MIN 3B/SS   3000  5.00      5.846154     5.520359
7  Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8     Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9       AJ Pollock  ARI    OF   3900 10.00     10.107143     8.125585
10    Byron Buxton  MIN    OF   3500 15.00      5.450000     5.472178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         17         0.0 0.00     7 0.302 0.160
4         20         0.0 0.00     1 0.292 0.104
5          0         0.0 0.00     8 0.000 0.000
6         13         0.0 0.00     6 0.322 0.208
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     3 0.524 0.365
9         28         0.0 0.00     1 0.346 0.164
10        20         0.0 0.00     9 0.234 0.086

[1] "Total fpts: 101.85 (98)"
      Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2     Julio Urias  LAD   P   8000 20.45           NaN           NA
3   Bruce Maxwell  OAK   C   2600  3.00           NaN           NA
4   Anthony Rizzo  CHC  1B   5600  0.00      8.620690     7.747874
5      Jed Lowrie  OAK  2B   2800  0.00      7.892857     6.983257
6  Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7    Adam Rosales  OAK  SS   2400  7.00      5.695652     4.780973
8    Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9     Khris Davis  OAK  OF   4000  2.00      7.793103     7.862112
10    Rajai Davis  OAK  OF   3800 16.00      7.352941     6.173949
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3          0         0.0 0.00     8 0.231 0.000
4         29         0.0 0.00     3 0.343 0.192
5         28         0.0 0.00     2 0.376 0.184
6         24         0.0 0.00     2 0.327 0.241
7         23         0.0 0.00     9 0.289 0.124
8         25         0.0 0.00     3 0.524 0.365
9         29         0.0 0.00     3 0.364 0.295
10        17         0.0 0.00     1 0.270 0.125

[1] "Total fpts: 101.75 (99)"
          Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2      Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4    Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5   Brandon Phillips  ATL  2B   3500  2.00      7.565217     7.596806
6        Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7     Dansby Swanson  ATL  SS   3300  7.00      4.615385     4.932155
8     Ender Inciarte  ATL  OF   3500  7.00      9.357143     8.407291
9    Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
10     Danny Santana  ATL  OF   3000  0.00      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         29         0.0 0.00     2 0.406 0.238
7         26         0.0 0.00     8 0.205 0.066
8         28         0.0 0.00     1 0.322 0.183
9         27         0.0 0.00     1 0.391 0.235
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: 101.55 (100)"
       Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2       Alex Meyer  LAA     P   4800 18.60           NaN           NA
3     Brian McCann  HOU     C   3400  0.00      9.190476     6.600144
4    Anthony Rizzo  CHC    1B   5600  0.00      8.620690     7.747874
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6     Alex Bregman  HOU    3B   3900 12.00      5.740741     3.716829
7  Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8  George Springer  HOU    OF   4500  7.00      9.000000     7.416198
9     Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
10  Norichika Aoki  HOU    OF   3500  5.00      5.200000     5.943595
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         29         0.0 0.00     3 0.343 0.192
5         22         0.0 0.00     1 0.322 0.160
6         27         0.0 0.00     8 0.316 0.057
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     2 0.320 0.150
10        20         0.0 0.00     9 0.301 0.069

[1] "Total fpts: 100.2 (101)"
       Lineup (52) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2    Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
3     Brian McCann  HOU   C   3400  0.0      9.190476     6.600144
4     Yuli Gurriel  HOU  1B   3300  2.0      7.052632     7.321761
5      Javier Baez  CHC  2B   4700 16.0      8.619048     9.441802
6     Alex Bregman  HOU  3B   3900 12.0      5.740741     3.716829
7  Addison Russell  CHC  SS   4400  6.0      7.703704     7.853538
8  George Springer  HOU  OF   4500  7.0      9.000000     7.416198
9   Norichika Aoki  HOU  OF   3500  5.0      5.200000     5.943595
10      Matt Joyce  OAK  OF   2500  2.0      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     8 0.316 0.057
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     1 0.346 0.227
9         20         0.0 0.00     9 0.301 0.069
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 100.2 (102)"
       Lineup (62) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2    Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
3     Omar Narvaez  CWS   C   2500  6.0      4.714286     4.810702
4    Anthony Rizzo  CHC  1B   5600  0.0      8.620690     7.747874
5   Tyler Saladino  CWS  2B   3500  5.0      5.105263     4.852202
6      Kris Bryant  CHC  3B   5500 21.0     10.620690     8.112661
7     Tim Anderson  CWS  SS   3300  3.0      5.875000     6.476127
8    Melky Cabrera  CWS  OF   4000  0.0      5.750000     4.109903
9  Corey Dickerson   TB  OF   3400  8.0      8.296296     6.299053
10    Willy Garcia  CWS  OF   2500  7.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         14         0.0 0.00     8 0.313 0.022
4         29         0.0 0.00     3 0.343 0.192
5         19         0.0 0.00     1 0.272 0.061
6         29         0.0 0.00     2 0.406 0.238
7         24         0.0 0.00     7 0.240 0.078
8         24         0.0 0.00     2 0.280 0.066
9         27         0.0 0.00     1 0.391 0.235
10         0         0.0 0.00     9 0.203 0.067

[1] "Total fpts: 100.2 (103)"
        Lineup (126) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2      Matt Andriese   TB     P   7900 17.8     15.958333     9.713672
3   Martin Maldonado  LAA     C   2200  7.0      4.680000     4.828043
4      Anthony Rizzo  CHC    1B   5600  0.0      8.620690     7.747874
5   Cliff Pennington  LAA 2B/SS   2000 10.0      3.333333     4.457204
6      Nolan Arenado  COL    3B   5300  5.0      9.310345     7.810723
7  Andrelton Simmons  LAA    SS   2900  0.0      5.700000     5.490745
8       Bryce Harper  WSH    OF   5400  2.0     14.240000    11.931331
9     Cameron Maybin  LAA    OF   3400  7.0      6.695652     5.337984
10        Ben Revere  LAA    OF   3000 19.0      6.000000     5.787918
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         25         0.0 0.00     9 0.300 0.085
4         29         0.0 0.00     3 0.343 0.192
5          6         0.0 0.00     8 0.238 0.000
6         29         0.0 0.00     3 0.391 0.300
7         30         0.0 0.00     5 0.310 0.094
8         25         0.0 0.00     3 0.524 0.365
9         23         0.0 0.00     6 0.269 0.067
10        13         0.0 0.00     7 0.240 0.095

[1] "Total fpts: 99.2 (104)"
      Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2       Robbie Ray  ARI   P   9200 11.25     22.025000     7.285860
3    Tyler Flowers  ATL   C   3000  5.00      6.750000     5.259911
4   Carlos Santana  CLE  1B   4000  2.00      7.607143     7.243589
5      Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6    Adonis Garcia  ATL  3B   3400  0.00      6.444444     5.760164
7   Dansby Swanson  ATL  SS   3300  7.00      4.615385     4.932155
8    Albert Almora  CHC  OF   4300  7.00      7.615385     6.007474
9        Matt Kemp  ATL  OF   4100 12.00     11.055556    11.649147
10   Nick Markakis  ATL  OF   3400  7.00      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         16         0.0 0.00     7 0.404 0.035
4         28         0.0 0.00     1 0.324 0.156
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     6 0.267 0.103
7         26         0.0 0.00     8 0.205 0.066
8         13         0.0 0.00     9 0.346 0.154
9         18         0.0 0.00     4 0.421 0.317
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: 99 (105)"
         Lineup (78) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA     P   4800 18.6           NaN           NA
3  Willson Contreras  CHC     C   4400  7.0      5.761905     8.030596
4        Justin Bour  MIA    1B   3200  7.0      6.259259     8.103146
5        Ben Zobrist  CHC 2B/OF   4800  2.0      7.818182     5.876802
6     Derek Dietrich  MIA    3B   3100 15.0      5.000000     5.966574
7    Addison Russell  CHC    SS   4400  6.0      7.703704     7.853538
8  Giancarlo Stanton  MIA    OF   4500  6.0     10.068966     9.812277
9   Christian Yelich  MIA    OF   4200  0.0      8.517241     7.189381
10     Marcell Ozuna  MIA    OF   3700  5.0     10.700000     9.910461
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         27         0.0 0.00     6 0.300 0.152
5         22         0.0 0.00     1 0.322 0.160
6         16         0.0 0.00     5 0.306 0.066
7         27         0.0 0.00     5 0.291 0.138
8         29         0.0 0.00     4 0.379 0.317
9         29         0.0 0.00     2 0.319 0.115
10        30         0.0 0.00     3 0.428 0.317

[1] "Total fpts: 98.4 (106)"
      Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2      Julio Urias  LAD     P   8000 20.45           NaN           NA
3   Dustin Garneau  COL     C   3500  6.00      4.692308     4.922476
4    Mark Reynolds  COL    1B   4300  6.00     11.000000     8.892521
5   Alexi Amarista  COL 2B/OF   2700  3.00      3.000000     3.559026
6   Mike Moustakas   KC    3B   3500 19.00      7.375000     6.177185
7     Trevor Story  COL    SS   4600  0.00      7.592593     6.046355
8     Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9      Ian Desmond  COL    OF   4800  8.00      8.714286    11.484980
10      Matt Joyce  OAK    OF   2500  2.00      5.478261     6.577300
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         13         0.0 0.00     8 0.272 0.172
4         27         0.0 0.00     4 0.432 0.339
5          4         0.0 0.00     7 0.352 0.172
6         24         0.0 0.00     2 0.327 0.241
7         27         0.0 0.00     6 0.301 0.231
8         25         0.0 0.00     3 0.524 0.365
9          7         0.0 0.00     5 0.300 0.194
10        23         0.0 0.00     6 0.256 0.130

[1] "Total fpts: 98 (107)"
      Lineup (132) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA   P   4800 18.6           NaN           NA
3     Matt Wieters  WSH   C   3800  7.0      8.300000     9.963618
4  Freddie Freeman  ATL  1B   4600  0.0     12.928571    10.790698
5      Javier Baez  CHC  2B   4700 16.0      8.619048     9.441802
6   Anthony Rendon  WSH  3B   4600 10.0      8.884615    13.995219
7      Trea Turner  WSH  SS   5200  3.0     10.944444    11.628931
8   Michael Taylor  WSH  OF   4100  0.0      6.000000     6.480741
9  Corey Dickerson   TB  OF   3400  8.0      8.296296     6.299053
10    Chris Heisey  WSH  OF   3000  3.0      4.750000     6.291529
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         20         0.0 0.00     7 0.365 0.205
4         28         0.0 0.00     3 0.504 0.406
5         21         0.0 0.00     6 0.333 0.230
6         26         0.0 0.00     6 0.368 0.183
7         18         0.0 0.00     1 0.331 0.180
8         13         0.0 0.00     9 0.262 0.088
9         27         0.0 0.00     1 0.391 0.235
10         4         0.0 0.00     8 0.204 0.125

[1] "Total fpts: 97.4 (108)"
         Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2         Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3         Sandy Leon  BOS     C   3200  0.00      7.666667    11.101265
4     Mitch Moreland  BOS    1B   3500  2.00      7.678571     6.917790
5      Josh Rutledge  BOS 2B/3B   2900  5.00      6.250000     4.645787
6     Mike Moustakas   KC    3B   3500 19.00      7.375000     6.177185
7   Francisco Lindor  CLE    SS   4500  7.00      9.750000     9.327875
8  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9     Ender Inciarte  ATL    OF   3500  7.00      9.357143     8.407291
10       Chris Young   KC     P   4500 -3.25      8.133333     7.642612
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         28         0.0 0.00     5 0.366 0.184
5          4         0.0 0.00     8 0.326 0.000
6         24         0.0 0.00     2 0.327 0.241
7         28         0.0 0.00     2 0.381 0.287
8         27         0.0 0.00     4 0.377 0.175
9         28         0.0 0.00     1 0.322 0.183
10        15         1.5 1.59    NA 0.000 0.000

[1] "Total fpts: 96.55 (109)"
         Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2         Alex Meyer  LAA   P   4800 18.60           NaN           NA
3        JT Realmuto  MIA   C   3500  5.00      6.600000     6.892024
4    Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5         Dee Gordon  MIA  2B   4100  3.00      8.185185     6.480961
6        Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8  Giancarlo Stanton  MIA  OF   4500  6.00     10.068966     9.812277
9   Christian Yelich  MIA  OF   4200  0.00      8.517241     7.189381
10     Marcell Ozuna  MIA  OF   3700  5.00     10.700000     9.910461
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         25         0.0 0.00     1 0.354 0.125
4         28         0.0 0.00     3 0.504 0.406
5         27         0.0 0.00     9 0.292 0.064
6         29         0.0 0.00     2 0.406 0.238
7         27         0.0 0.00     5 0.291 0.138
8         29         0.0 0.00     4 0.379 0.317
9         29         0.0 0.00     2 0.319 0.115
10        30         0.0 0.00     3 0.428 0.317

[1] "Total fpts: 96 (110)"
         Lineup (10) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA     P   4800 18.6           NaN           NA
3  Willson Contreras  CHC     C   4400  7.0      5.761905     8.030596
4   Paul Goldschmidt  ARI    1B   4700  9.0     11.468750     8.958630
5        Ben Zobrist  CHC 2B/OF   4800  2.0      7.818182     5.876802
6          Jake Lamb  ARI    3B   4000  4.0      9.566667     7.262009
7    Addison Russell  CHC    SS   4400  6.0      7.703704     7.853538
8         AJ Pollock  ARI    OF   3900 10.0     10.107143     8.125585
9      Yasmany Tomas  ARI    OF   3700  7.0      8.560000     8.761088
10     David Peralta  ARI    OF   3500  0.0      8.583333     9.006841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         32         0.0 0.00     3 0.439 0.246
5         22         0.0 0.00     1 0.322 0.160
6         30         0.0 0.00     4 0.366 0.237
7         27         0.0 0.00     5 0.291 0.138
8         28         0.0 0.00     1 0.346 0.164
9         25         0.0 0.00     5 0.350 0.253
10        24         0.0 0.00     2 0.358 0.168

[1] "Total fpts: 95.4 (111)"
        Lineup (102) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Andriese   TB   P   7900 17.8     15.958333     9.713672
2         Alex Meyer  LAA   P   4800 18.6           NaN           NA
3  Willson Contreras  CHC   C   4400  7.0      5.761905     8.030596
4     Ryan Zimmerman  WSH  1B   4900  5.0     14.750000     9.180556
5      Daniel Murphy  WSH  2B   5000 16.0      9.571429     9.795799
6        Kris Bryant  CHC  3B   5500 21.0     10.620690     8.112661
7        Trea Turner  WSH  SS   5200  3.0     10.944444    11.628931
8       Bryce Harper  WSH  OF   5400  2.0     14.240000    11.931331
9       Jayson Werth  WSH  OF   4200  2.0      7.760000     8.733461
10  Ezequiel Carrera  TOR  OF   2600  3.0      6.133333     4.688385
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.8 1.29    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         24         0.0 0.00     4 0.545 0.455
5         28         0.0 0.00     5 0.400 0.209
6         29         0.0 0.00     2 0.406 0.238
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     3 0.524 0.365
9         25         0.0 0.00     2 0.384 0.190
10        15         0.0 0.00     2 0.307 0.129

[1] "Total fpts: 95 (112)"
        Lineup (25) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2        Alex Meyer  LAA   P   4800 18.6           NaN           NA
3     Tyler Flowers  ATL   C   3000  5.0      6.750000     5.259911
4     Anthony Rizzo  CHC  1B   5600  0.0      8.620690     7.747874
5  Brandon Phillips  ATL  2B   3500  2.0      7.565217     7.596806
6       Kris Bryant  CHC  3B   5500 21.0     10.620690     8.112661
7    Dansby Swanson  ATL  SS   3300  7.0      4.615385     4.932155
8      Bryce Harper  WSH  OF   5400  2.0     14.240000    11.931331
9    Ender Inciarte  ATL  OF   3500  7.0      9.357143     8.407291
10    Danny Santana  ATL  OF   3000  0.0      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         16         0.0 0.00     7 0.404 0.035
4         29         0.0 0.00     3 0.343 0.192
5         23         0.0 0.00     2 0.344 0.117
6         29         0.0 0.00     2 0.406 0.238
7         26         0.0 0.00     8 0.205 0.066
8         25         0.0 0.00     3 0.524 0.365
9         28         0.0 0.00     1 0.322 0.183
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: 94.2 (113)"
        Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jeff Samardzija   SF   P   9400 15.75     17.950000    11.332520
2        Julio Urias  LAD   P   8000 20.45           NaN           NA
3       Gary Sanchez  NYY   C   4800 14.00      7.111111     8.161563
4    Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5   Brandon Phillips  ATL  2B   3500  2.00      7.565217     7.596806
6      Adonis Garcia  ATL  3B   3400  0.00      6.444444     5.760164
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9          Matt Kemp  ATL  OF   4100 12.00     11.055556    11.649147
10     Nick Markakis  ATL  OF   3400  7.00      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         27         0.0 0.00     6 0.267 0.103
7         27         0.0 0.00     5 0.291 0.138
8         27         0.0 0.00     4 0.377 0.175
9         18         0.0 0.00     4 0.421 0.317
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: 92.75 (114)"
       Lineup (68) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2    Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3   Devin Mesoraco  CIN   C   2800  7.00      6.800000     6.760178
4    Anthony Rizzo  CHC  1B   5600  0.00      8.620690     7.747874
5      Jose Peraza  CIN  2B   3800  5.00      6.642857     7.439705
6   Eugenio Suarez  CIN  3B   3600  0.00     10.250000     8.913681
7  Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8      Adam Duvall  CIN  OF   4200  5.00      9.892857     9.230943
9   Scott Schebler  CIN  OF   3700 12.00      8.321429     8.760406
10 Corey Dickerson   TB  OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3          5         0.0 0.00     8 0.353 0.150
4         29         0.0 0.00     3 0.343 0.192
5         28         0.0 0.00     7 0.248 0.048
6         28         0.0 0.00     5 0.429 0.273
7         27         0.0 0.00     5 0.291 0.138
8         28         0.0 0.00     4 0.376 0.316
9         28         0.0 0.00     6 0.368 0.303
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 92.15 (115)"
        Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2        Chris Young   KC   P   4500 -3.25      8.133333     7.642612
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4         Joey Votto  CIN  1B   4700 11.00     11.032258     8.002016
5        Jose Peraza  CIN  2B   3800  5.00      6.642857     7.439705
6     Eugenio Suarez  CIN  3B   3600  0.00     10.250000     8.913681
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8  Andrew Benintendi  BOS  OF   4400 17.00      9.111111     8.158683
9        Adam Duvall  CIN  OF   4200  5.00      9.892857     9.230943
10    Scott Schebler  CIN  OF   3700 12.00      8.321429     8.760406
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         31         0.0 0.00     3 0.425 0.339
5         28         0.0 0.00     7 0.248 0.048
6         28         0.0 0.00     5 0.429 0.273
7         27         0.0 0.00     5 0.291 0.138
8         27         0.0 0.00     4 0.377 0.175
9         28         0.0 0.00     4 0.376 0.316
10        28         0.0 0.00     6 0.368 0.303

[1] "Total fpts: 91.25 (116)"
        Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Julio Urias  LAD   P   8000 20.45           NaN           NA
2      Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3        JT Realmuto  MIA   C   3500  5.00      6.600000     6.892024
4      Anthony Rizzo  CHC  1B   5600  0.00      8.620690     7.747874
5        Javier Baez  CHC  2B   4700 16.00      8.619048     9.441802
6     Derek Dietrich  MIA  3B   3100 15.00      5.000000     5.966574
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8  Giancarlo Stanton  MIA  OF   4500  6.00     10.068966     9.812277
9   Christian Yelich  MIA  OF   4200  0.00      8.517241     7.189381
10     Marcell Ozuna  MIA  OF   3700  5.00     10.700000     9.910461
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.41    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         25         0.0 0.00     1 0.354 0.125
4         29         0.0 0.00     3 0.343 0.192
5         21         0.0 0.00     6 0.333 0.230
6         16         0.0 0.00     5 0.306 0.066
7         27         0.0 0.00     5 0.291 0.138
8         29         0.0 0.00     4 0.379 0.317
9         29         0.0 0.00     2 0.319 0.115
10        30         0.0 0.00     3 0.428 0.317

[1] "Total fpts: 91.2 (117)"
       Lineup (134) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2        Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
3      Brian McCann  HOU     C   3400  0.00      9.190476     6.600144
4      Yuli Gurriel  HOU    1B   3300  2.00      7.052632     7.321761
5      Jose Ramirez  CLE 2B/3B   3700  7.00      8.807692     9.666516
6      Alex Bregman  HOU    3B   3900 12.00      5.740741     3.716829
7  Francisco Lindor  CLE    SS   4500  7.00      9.750000     9.327875
8   George Springer  HOU    OF   4500  7.00      9.000000     7.416198
9    Norichika Aoki  HOU    OF   3500  5.00      5.200000     5.943595
10  Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         6.1 1.27    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         26         0.0 0.00     5 0.385 0.228
6         27         0.0 0.00     8 0.316 0.057
7         28         0.0 0.00     2 0.381 0.287
8         25         0.0 0.00     1 0.346 0.227
9         20         0.0 0.00     9 0.301 0.069
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: 91 (118)"
        Lineup (118) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA   P   4800 18.6           NaN           NA
3       Brian McCann  HOU   C   3400  0.0      9.190476     6.600144
4      Mark Reynolds  COL  1B   4300  6.0     11.000000     8.892521
5        DJ LeMahieu  COL  2B   4500  0.0      6.500000     6.137318
6      Nolan Arenado  COL  3B   5300  5.0      9.310345     7.810723
7       Trevor Story  COL  SS   4600  0.0      7.592593     6.046355
8        Ian Desmond  COL  OF   4800  8.0      8.714286    11.484980
9     Ender Inciarte  ATL  OF   3500  7.0      9.357143     8.407291
10 Lonnie Chisenhall  CLE  OF   3000 14.0      6.916667     6.775066
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         27         0.0 0.00     4 0.432 0.339
5         28         0.0 0.00     2 0.328 0.083
6         29         0.0 0.00     3 0.391 0.300
7         27         0.0 0.00     6 0.301 0.231
8          7         0.0 0.00     5 0.300 0.194
9         28         0.0 0.00     1 0.322 0.183
10        12         0.0 0.00     6 0.309 0.193

[1] "Total fpts: 90.75 (119)"
          Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2       Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3  Francisco Cervelli  PIT     C   2800  9.00      6.285714     5.187898
4     Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5         Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6         Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7        Jordy Mercer  PIT    SS   2800  0.00      5.535714     5.224459
8    Andrew McCutchen  PIT    OF   4000  7.00      6.931034     6.324166
9     Gregory Polanco  PIT    OF   3900  2.00      6.720000     5.912698
10         Jose Osuna  PIT    OF   2600  0.00      8.800000     8.323995
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     6 0.323 0.182
4         28         0.0 0.00     3 0.504 0.406
5         22         0.0 0.00     1 0.322 0.160
6         29         0.0 0.00     2 0.406 0.238
7         28         0.0 0.00     2 0.297 0.087
8         29         0.0 0.00     3 0.311 0.186
9         25         0.0 0.00     4 0.319 0.102
10        10         0.0 0.00     5 0.343 0.213

[1] "Total fpts: 90.55 (120)"
       Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2       Alex Meyer  LAA     P   4800 18.60           NaN           NA
3     Matt Wieters  WSH     C   3800  7.00      8.300000     9.963618
4   Carlos Santana  CLE    1B   4000  2.00      7.607143     7.243589
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6      Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7      Trea Turner  WSH    SS   5200  3.00     10.944444    11.628931
8     Jayson Werth  WSH    OF   4200  2.00      7.760000     8.733461
9   Michael Taylor  WSH    OF   4100  0.00      6.000000     6.480741
10    Chris Heisey  WSH    OF   3000  3.00      4.750000     6.291529
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         20         0.0 0.00     7 0.365 0.205
4         28         0.0 0.00     1 0.324 0.156
5         22         0.0 0.00     1 0.322 0.160
6         29         0.0 0.00     2 0.406 0.238
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     2 0.384 0.190
9         13         0.0 0.00     9 0.262 0.088
10         4         0.0 0.00     8 0.204 0.125

[1] "Total fpts: 90.4 (121)"
        Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2        Julio Urias  LAD     P   8000 20.45           NaN           NA
3      Tyler Flowers  ATL     C   3000  5.00      6.750000     5.259911
4      Anthony Rizzo  CHC    1B   5600  0.00      8.620690     7.747874
5        Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6      Adonis Garcia  ATL    3B   3400  0.00      6.444444     5.760164
7     Dansby Swanson  ATL    SS   3300  7.00      4.615385     4.932155
8  Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9      Nick Markakis  ATL    OF   3400  7.00      6.928571     4.537323
10     Danny Santana  ATL    OF   3000  0.00      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         16         0.0 0.00     7 0.404 0.035
4         29         0.0 0.00     3 0.343 0.192
5         22         0.0 0.00     1 0.322 0.160
6         27         0.0 0.00     6 0.267 0.103
7         26         0.0 0.00     8 0.205 0.066
8         27         0.0 0.00     4 0.377 0.175
9         28         0.0 0.00     5 0.341 0.116
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: 89.75 (122)"
       Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2    Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3    Tyler Flowers  ATL     C   3000  5.00      6.750000     5.259911
4  Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5      Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6    Adonis Garcia  ATL    3B   3400  0.00      6.444444     5.760164
7  Addison Russell  CHC    SS   4400  6.00      7.703704     7.853538
8        Matt Kemp  ATL    OF   4100 12.00     11.055556    11.649147
9  Corey Dickerson   TB    OF   3400  8.00      8.296296     6.299053
10   Nick Markakis  ATL    OF   3400  7.00      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         16         0.0 0.00     7 0.404 0.035
4         28         0.0 0.00     3 0.504 0.406
5         22         0.0 0.00     1 0.322 0.160
6         27         0.0 0.00     6 0.267 0.103
7         27         0.0 0.00     5 0.291 0.138
8         18         0.0 0.00     4 0.421 0.317
9         27         0.0 0.00     1 0.391 0.235
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: 88.15 (123)"
      Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2      Chris Young   KC   P   4500 -3.25      8.133333     7.642612
3     Gary Sanchez  NYY   C   4800 14.00      7.111111     8.161563
4  Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5   Starlin Castro  NYY  2B   3800  7.00      9.689655     7.295319
6   Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7     Corey Seager  LAD  SS   4300  7.00      8.714286     7.422973
8      Aaron Judge  NYY  OF   4600  5.00     13.037037    11.540835
9    Brett Gardner  NYY  OF   4200  5.00     10.320000     9.919341
10 Jacoby Ellsbury  NYY  OF   3900  2.00      9.166667     7.160682
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         28         0.0 0.00     3 0.504 0.406
5         29         0.0 0.00     3 0.407 0.187
6         24         0.0 0.00     2 0.327 0.241
7         28         0.0 0.00     2 0.375 0.191
8         27         0.0 0.00     5 0.482 0.455
9         25         0.0 0.00     1 0.362 0.221
10        24         0.0 0.00     4 0.362 0.151

[1] "Total fpts: 88.05 (124)"
     Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Robbie Ray  ARI     P   9200 11.25     22.025000     7.285860
2   Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3    Gary Sanchez  NYY     C   4800 14.00      7.111111     8.161563
4  Cody Bellinger  LAD 1B/OF   3500  9.00     12.833333    13.237916
5     Javier Baez  CHC    2B   4700 16.00      8.619048     9.441802
6   Justin Turner  LAD    3B   3500  5.00      8.259259     5.004556
7    Corey Seager  LAD    SS   4300  7.00      8.714286     7.422973
8    Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9    Joc Pederson  LAD    OF   3600  3.00      7.000000     6.855655
10   Andrew Toles  LAD    OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         12         0.0 0.00     4 0.458 0.391
5         21         0.0 0.00     6 0.333 0.230
6         27         0.0 0.00     3 0.422 0.128
7         28         0.0 0.00     2 0.375 0.191
8         25         0.0 0.00     3 0.524 0.365
9         13         0.0 0.00     5 0.329 0.121
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 88 (125)"
         Lineup (39) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2         Alex Meyer  LAA     P   4800 18.6           NaN           NA
3  Willson Contreras  CHC     C   4400  7.0      5.761905     8.030596
4      Anthony Rizzo  CHC    1B   5600  0.0      8.620690     7.747874
5      Josh Harrison  PIT 2B/3B   3300  0.0      7.730769     7.040214
6        Kris Bryant  CHC    3B   5500 21.0     10.620690     8.112661
7       Jordy Mercer  PIT    SS   2800  0.0      5.535714     5.224459
8   Andrew McCutchen  PIT    OF   4000  7.0      6.931034     6.324166
9    Gregory Polanco  PIT    OF   3900  2.0      6.720000     5.912698
10        Jose Osuna  PIT    OF   2600  0.0      8.800000     8.323995
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         29         0.0 0.00     3 0.343 0.192
5         26         0.0 0.00     1 0.365 0.184
6         29         0.0 0.00     2 0.406 0.238
7         28         0.0 0.00     2 0.297 0.087
8         29         0.0 0.00     3 0.311 0.186
9         25         0.0 0.00     4 0.319 0.102
10        10         0.0 0.00     5 0.343 0.213

[1] "Total fpts: 87.55 (126)"
      Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
2      Chris Young   KC   P   4500 -3.25      8.133333     7.642612
3     Gary Sanchez  NYY   C   4800 14.00      7.111111     8.161563
4    Anthony Rizzo  CHC  1B   5600  0.00      8.620690     7.747874
5   Starlin Castro  NYY  2B   3800  7.00      9.689655     7.295319
6      Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7   Didi Gregorius  NYY  SS   3800 22.00      6.777778     5.309844
8     Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9      Aaron Judge  NYY  OF   4600  5.00     13.037037    11.540835
10 Jacoby Ellsbury  NYY  OF   3900  2.00      9.166667     7.160682
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.8 1.29    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         29         0.0 0.00     3 0.343 0.192
5         29         0.0 0.00     3 0.407 0.187
6         29         0.0 0.00     2 0.406 0.238
7          9         0.0 0.00     6 0.281 0.047
8         25         0.0 0.00     3 0.524 0.365
9         27         0.0 0.00     5 0.482 0.455
10        24         0.0 0.00     4 0.362 0.151

[1] "Total fpts: 87.15 (127)"
         Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2        Chris Young   KC     P   4500 -3.25      8.133333     7.642612
3  Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4      Mark Reynolds  COL    1B   4300  6.00     11.000000     8.892521
5     Alexi Amarista  COL 2B/OF   2700  3.00      3.000000     3.559026
6      Nolan Arenado  COL    3B   5300  5.00      9.310345     7.810723
7       Trevor Story  COL    SS   4600  0.00      7.592593     6.046355
8        Ian Desmond  COL    OF   4800  8.00      8.714286    11.484980
9         AJ Pollock  ARI    OF   3900 10.00     10.107143     8.125585
10      Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         27         0.0 0.00     4 0.432 0.339
5          4         0.0 0.00     7 0.352 0.172
6         29         0.0 0.00     3 0.391 0.300
7         27         0.0 0.00     6 0.301 0.231
8          7         0.0 0.00     5 0.300 0.194
9         28         0.0 0.00     1 0.346 0.164
10        25         0.0 0.00     2 0.320 0.150

[1] "Total fpts: 85.55 (128)"
         Lineup (34) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P  10600 31.95     23.330000     7.466057
2         Alex Meyer  LAA   P   4800 18.60           NaN           NA
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4      Mark Reynolds  COL  1B   4300  6.00     11.000000     8.892521
5        DJ LeMahieu  COL  2B   4500  0.00      6.500000     6.137318
6      Nolan Arenado  COL  3B   5300  5.00      9.310345     7.810723
7    Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8        Ian Desmond  COL  OF   4800  8.00      8.714286    11.484980
9      Gerardo Parra  COL  OF   3900  0.00      7.190476     6.630377
10      Andrew Toles  LAD  OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         27         0.0 0.00     4 0.432 0.339
5         28         0.0 0.00     2 0.328 0.083
6         29         0.0 0.00     3 0.391 0.300
7         27         0.0 0.00     5 0.291 0.138
8          7         0.0 0.00     5 0.300 0.194
9         21         0.0 0.00     1 0.321 0.122
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: 85 (129)"
      Lineup (119) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Max Scherzer  WSH   P  11800 32.4     27.340000     9.492721
2       Alex Meyer  LAA   P   4800 18.6           NaN           NA
3   Devin Mesoraco  CIN   C   2800  7.0      6.800000     6.760178
4  Freddie Freeman  ATL  1B   4600  0.0     12.928571    10.790698
5      Jose Peraza  CIN  2B   3800  5.0      6.642857     7.439705
6   Eugenio Suarez  CIN  3B   3600  0.0     10.250000     8.913681
7      Trea Turner  WSH  SS   5200  3.0     10.944444    11.628931
8     Bryce Harper  WSH  OF   5400  2.0     14.240000    11.931331
9      Adam Duvall  CIN  OF   4200  5.0      9.892857     9.230943
10  Scott Schebler  CIN  OF   3700 12.0      8.321429     8.760406
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3          5         0.0 0.00     8 0.353 0.150
4         28         0.0 0.00     3 0.504 0.406
5         28         0.0 0.00     7 0.248 0.048
6         28         0.0 0.00     5 0.429 0.273
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     3 0.524 0.365
9         28         0.0 0.00     4 0.376 0.316
10        28         0.0 0.00     6 0.368 0.303

[1] "Total fpts: 80.7 (130)"
      Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2      Chris Young   KC     P   4500 -3.25      8.133333     7.642612
3     James McCann  DET     C   2900 16.00      6.000000     8.544004
4   Ryan Zimmerman  WSH    1B   4900  5.00     14.750000     9.180556
5   Alexi Amarista  COL 2B/OF   2700  3.00      3.000000     3.559026
6      Kris Bryant  CHC    3B   5500 21.00     10.620690     8.112661
7      Trea Turner  WSH    SS   5200  3.00     10.944444    11.628931
8     Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9     Jayson Werth  WSH    OF   4200  2.00      7.760000     8.733461
10  Michael Taylor  WSH    OF   4100  0.00      6.000000     6.480741
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         24         0.0 0.00     4 0.545 0.455
5          4         0.0 0.00     7 0.352 0.172
6         29         0.0 0.00     2 0.406 0.238
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     3 0.524 0.365
9         25         0.0 0.00     2 0.384 0.190
10        13         0.0 0.00     9 0.262 0.088

[1] "Total fpts: 76.7 (131)"
        Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Robbie Ray  ARI   P   9200 11.25     22.025000     7.285860
2       Julio Urias  LAD   P   8000 20.45           NaN           NA
3        Sandy Leon  BOS   C   3200  0.00      7.666667    11.101265
4   Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5  Brandon Phillips  ATL  2B   3500  2.00      7.565217     7.596806
6       Kris Bryant  CHC  3B   5500 21.00     10.620690     8.112661
7       Trea Turner  WSH  SS   5200  3.00     10.944444    11.628931
8         Matt Kemp  ATL  OF   4100 12.00     11.055556    11.649147
9    Ender Inciarte  ATL  OF   3500  7.00      9.357143     8.407291
10    Danny Santana  ATL  OF   3000  0.00      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         15         0.0 0.00     7 0.309 0.215
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         29         0.0 0.00     2 0.406 0.238
7         18         0.0 0.00     1 0.331 0.180
8         18         0.0 0.00     4 0.421 0.317
9         28         0.0 0.00     1 0.322 0.183
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: 74.15 (132)"
    Lineup (106) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2    Chris Young   KC     P   4500 -3.25      8.133333     7.642612
3   James McCann  DET     C   2900 16.00      6.000000     8.544004
4  Mark Reynolds  COL    1B   4300  6.00     11.000000     8.892521
5    DJ LeMahieu  COL    2B   4500  0.00      6.500000     6.137318
6  Nolan Arenado  COL    3B   5300  5.00      9.310345     7.810723
7  Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8   Bryce Harper  WSH    OF   5400  2.00     14.240000    11.931331
9    Ian Desmond  COL    OF   4800  8.00      8.714286    11.484980
10 Gerardo Parra  COL    OF   3900  0.00      7.190476     6.630377
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         27         0.0 0.00     4 0.432 0.339
5         28         0.0 0.00     2 0.328 0.083
6         29         0.0 0.00     3 0.391 0.300
7         16         0.0 0.00     1 0.314 0.151
8         25         0.0 0.00     3 0.524 0.365
9          7         0.0 0.00     5 0.300 0.194
10        21         0.0 0.00     1 0.321 0.122

[1] "Total fpts: 74.15 (133)"
        Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Max Scherzer  WSH   P  11800 32.40     27.340000     9.492721
2        Chris Young   KC   P   4500 -3.25      8.133333     7.642612
3        JT Realmuto  MIA   C   3500  5.00      6.600000     6.892024
4      Anthony Rizzo  CHC  1B   5600  0.00      8.620690     7.747874
5         Dee Gordon  MIA  2B   4100  3.00      8.185185     6.480961
6     Mike Moustakas   KC  3B   3500 19.00      7.375000     6.177185
7   Francisco Lindor  CLE  SS   4500  7.00      9.750000     9.327875
8  Giancarlo Stanton  MIA  OF   4500  6.00     10.068966     9.812277
9   Christian Yelich  MIA  OF   4200  0.00      8.517241     7.189381
10     Marcell Ozuna  MIA  OF   3700  5.00     10.700000     9.910461
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2         15         1.5 1.59    NA 0.000 0.000
3         25         0.0 0.00     1 0.354 0.125
4         29         0.0 0.00     3 0.343 0.192
5         27         0.0 0.00     9 0.292 0.064
6         24         0.0 0.00     2 0.327 0.241
7         28         0.0 0.00     2 0.381 0.287
8         29         0.0 0.00     4 0.379 0.317
9         29         0.0 0.00     2 0.319 0.115
10        30         0.0 0.00     3 0.428 0.317

[1] "Total fpts: 72.65 (134)"
       Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Ivan Nova  PIT   P   8200  8.85     20.280000    14.913190
2     Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3      Gary Sanchez  NYY   C   4800 14.00      7.111111     8.161563
4   Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5  Brandon Phillips  ATL  2B   3500  2.00      7.565217     7.596806
6     Nolan Arenado  COL  3B   5300  5.00      9.310345     7.810723
7   Addison Russell  CHC  SS   4400  6.00      7.703704     7.853538
8         Matt Kemp  ATL  OF   4100 12.00     11.055556    11.649147
9    Ender Inciarte  ATL  OF   3500  7.00      9.357143     8.407291
10    Danny Santana  ATL  OF   3000  0.00      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         7.0 0.88    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         29         0.0 0.00     3 0.391 0.300
7         27         0.0 0.00     5 0.291 0.138
8         18         0.0 0.00     4 0.421 0.317
9         28         0.0 0.00     1 0.322 0.183
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: 59.05 (135)"
        Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Robbie Ray  ARI   P   9200 11.25     22.025000     7.285860
2      Matt Andriese   TB   P   7900 17.80     15.958333     9.713672
3  Willson Contreras  CHC   C   4400  7.00      5.761905     8.030596
4    Freddie Freeman  ATL  1B   4600  0.00     12.928571    10.790698
5   Brandon Phillips  ATL  2B   3500  2.00      7.565217     7.596806
6      Adonis Garcia  ATL  3B   3400  0.00      6.444444     5.760164
7       Aledmys Diaz  STL  SS   3900  0.00      7.520000     9.504911
8       Bryce Harper  WSH  OF   5400  2.00     14.240000    11.931331
9          Matt Kemp  ATL  OF   4100 12.00     11.055556    11.649147
10     Nick Markakis  ATL  OF   3400  7.00      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.1 1.27    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6         27         0.0 0.00     6 0.267 0.103
7         25         0.0 0.00     6 0.302 0.169
8         25         0.0 0.00     3 0.524 0.365
9         18         0.0 0.00     4 0.421 0.317
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: NA (136)"
             Lineup (3) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2         Matt Andriese   TB     P   7900 17.8     15.958333     9.713672
3          James McCann  DET     C   2900 16.0      6.000000     8.544004
4         Anthony Rizzo  CHC    1B   5600  0.0      8.620690     7.747874
5           Ben Zobrist  CHC 2B/OF   4800  2.0      7.818182     5.876802
6  Nicholas Castellanos <NA>  <NA>     NA   NA           NaN           NA
7         Andrew Romine  DET OF/SS   2600  8.0      7.812500     7.222361
8          Justin Upton  DET    OF   4200 16.0      9.130435     8.075239
9       Corey Dickerson   TB    OF   3400  8.0      8.296296     6.299053
10        Mikie Mahtook  DET    OF   2800  7.0      3.500000     3.728270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         29         0.0 0.00     3 0.343 0.192
5         22         0.0 0.00     1 0.322 0.160
6          0          NA   NA    NA    NA    NA
7         16         0.0 0.00     1 0.314 0.151
8         23         0.0 0.00     5 0.381 0.220
9         27         0.0 0.00     1 0.391 0.235
10         6         0.0 0.00     6 0.271 0.152

[1] "Total fpts: NA (137)"
             Lineup (4) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Max Scherzer  WSH    P  11800 32.4     27.340000     9.492721
2            Alex Meyer  LAA    P   4800 18.6           NaN           NA
3          James McCann  DET    C   2900 16.0      6.000000     8.544004
4        Miguel Cabrera  DET   1B   4600 11.0      9.437500     7.366308
5           Javier Baez  CHC   2B   4700 16.0      8.619048     9.441802
6  Nicholas Castellanos <NA> <NA>     NA   NA           NaN           NA
7       Addison Russell  CHC   SS   4400  6.0      7.703704     7.853538
8          Bryce Harper  WSH   OF   5400  2.0     14.240000    11.931331
9          Justin Upton  DET   OF   4200 16.0      9.130435     8.075239
10        Mikie Mahtook  DET   OF   2800  7.0      3.500000     3.728270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         16         0.0 0.00     3 0.370 0.195
5         21         0.0 0.00     6 0.333 0.230
6          0          NA   NA    NA    NA    NA
7         27         0.0 0.00     5 0.291 0.138
8         25         0.0 0.00     3 0.524 0.365
9         23         0.0 0.00     5 0.381 0.220
10         6         0.0 0.00     6 0.271 0.152

[1] "Total fpts: NA (138)"
             Lineup (9) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2         Matt Andriese   TB     P   7900 17.80     15.958333     9.713672
3     Willson Contreras  CHC     C   4400  7.00      5.761905     8.030596
4        Miguel Cabrera  DET    1B   4600 11.00      9.437500     7.366308
5           Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6  Nicholas Castellanos <NA>  <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET    SS   2700  5.00      7.526316     6.923137
8          Justin Upton  DET    OF   4200 16.00      9.130435     8.075239
9          Josh Reddick  HOU    OF   3600 19.00      7.440000     8.078160
10        Mikie Mahtook  DET    OF   2800  7.00      3.500000     3.728270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         16         0.0 0.00     3 0.370 0.195
5         22         0.0 0.00     1 0.322 0.160
6          0          NA   NA    NA    NA    NA
7         19         0.0 0.00     2 0.270 0.152
8         23         0.0 0.00     5 0.381 0.220
9         25         0.0 0.00     2 0.320 0.150
10         6         0.0 0.00     6 0.271 0.152

[1] "Total fpts: NA (139)"
            Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Carlos Carrasco  CLE     P  10600 31.95     23.330000     7.466057
2       Jeff Samardzija   SF     P   9400 15.75     17.950000    11.332520
3          James McCann  DET     C   2900 16.00      6.000000     8.544004
4       Freddie Freeman  ATL    1B   4600  0.00     12.928571    10.790698
5           Javier Baez  CHC    2B   4700 16.00      8.619048     9.441802
6  Nicholas Castellanos <NA>  <NA>     NA    NA           NaN           NA
7         Andrew Romine  DET OF/SS   2600  8.00      7.812500     7.222361
8     Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9          Justin Upton  DET    OF   4200 16.00      9.130435     8.075239
10        Mikie Mahtook  DET    OF   2800  7.00      3.500000     3.728270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         6.6 1.14    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         28         0.0 0.00     3 0.504 0.406
5         21         0.0 0.00     6 0.333 0.230
6          0          NA   NA    NA    NA    NA
7         16         0.0 0.00     1 0.314 0.151
8         27         0.0 0.00     4 0.377 0.175
9         23         0.0 0.00     5 0.381 0.220
10         6         0.0 0.00     6 0.271 0.152

[1] "Total fpts: NA (140)"
            Lineup (41) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Max Scherzer  WSH    P  11800 32.40     27.340000     9.492721
2           Julio Urias  LAD    P   8000 20.45           NaN           NA
3          Gary Sanchez  NYY    C   4800 14.00      7.111111     8.161563
4        Miguel Cabrera  DET   1B   4600 11.00      9.437500     7.366308
5           Brad Miller   TB   2B   3700 16.00      7.142857     6.714905
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET   SS   2700  5.00      7.526316     6.923137
8          Justin Upton  DET   OF   4200 16.00      9.130435     8.075239
9       Corey Dickerson   TB   OF   3400  8.00      8.296296     6.299053
10        Mikie Mahtook  DET   OF   2800  7.00      3.500000     3.728270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         16         0.0 0.00     3 0.370 0.195
5         28         0.0 0.00     2 0.312 0.110
6          0          NA   NA    NA    NA    NA
7         19         0.0 0.00     2 0.270 0.152
8         23         0.0 0.00     5 0.381 0.220
9         27         0.0 0.00     1 0.391 0.235
10         6         0.0 0.00     6 0.271 0.152

[1] "Total fpts: NA (141)"
            Lineup (49) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Carlos Carrasco  CLE    P  10600 31.95     23.330000     7.466057
2         Matt Andriese   TB    P   7900 17.80     15.958333     9.713672
3          Brian McCann  HOU    C   3400  0.00      9.190476     6.600144
4       Freddie Freeman  ATL   1B   4600  0.00     12.928571    10.790698
5      Brandon Phillips  ATL   2B   3500  2.00      7.565217     7.596806
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7           Trea Turner  WSH   SS   5200  3.00     10.944444    11.628931
8             Matt Kemp  ATL   OF   4100 12.00     11.055556    11.649147
9        Ender Inciarte  ATL   OF   3500  7.00      9.357143     8.407291
10        Nick Markakis  ATL   OF   3400  7.00      6.928571     4.537323
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6          0          NA   NA    NA    NA    NA
7         18         0.0 0.00     1 0.331 0.180
8         18         0.0 0.00     4 0.421 0.317
9         28         0.0 0.00     1 0.322 0.183
10        28         0.0 0.00     5 0.341 0.116

[1] "Total fpts: NA (142)"
            Lineup (55) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Carlos Carrasco  CLE    P  10600 31.95     23.330000     7.466057
2          Zack Wheeler  NYM    P   7700 19.90     13.090000     6.402675
3          James McCann  DET    C   2900 16.00      6.000000     8.544004
4        Miguel Cabrera  DET   1B   4600 11.00      9.437500     7.366308
5           Brad Miller   TB   2B   3700 16.00      7.142857     6.714905
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7           Trea Turner  WSH   SS   5200  3.00     10.944444    11.628931
8       George Springer  HOU   OF   4500  7.00      9.000000     7.416198
9          Justin Upton  DET   OF   4200 16.00      9.130435     8.075239
10        Mikie Mahtook  DET   OF   2800  7.00      3.500000     3.728270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          5         5.3 1.22    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         16         0.0 0.00     3 0.370 0.195
5         28         0.0 0.00     2 0.312 0.110
6          0          NA   NA    NA    NA    NA
7         18         0.0 0.00     1 0.331 0.180
8         25         0.0 0.00     1 0.346 0.227
9         23         0.0 0.00     5 0.381 0.220
10         6         0.0 0.00     6 0.271 0.152

[1] "Total fpts: NA (143)"
            Lineup (70) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Max Scherzer  WSH    P  11800 32.4     27.340000     9.492721
2         Matt Andriese   TB    P   7900 17.8     15.958333     9.713672
3           Jesus Sucre   TB    C   2500  3.0      5.875000     7.120142
4         Anthony Rizzo  CHC   1B   5600  0.0      8.620690     7.747874
5           Javier Baez  CHC   2B   4700 16.0      8.619048     9.441802
6  Nicholas Castellanos <NA> <NA>     NA   NA           NaN           NA
7           Tim Beckham   TB   SS   3000 10.0      7.392857     9.242972
8       Kevin Kiermaier   TB   OF   3500 14.0      5.433333     6.268054
9          Colby Rasmus   TB   OF   3400 15.0     11.750000     9.673848
10      Corey Dickerson   TB   OF   3400  8.0      8.296296     6.299053
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3          8         0.0 0.00     9 0.275 0.100
4         29         0.0 0.00     3 0.343 0.192
5         21         0.0 0.00     6 0.333 0.230
6          0          NA   NA    NA    NA    NA
7         28         0.0 0.00     7 0.320 0.227
8         30         0.0 0.00     8 0.257 0.064
9          4         0.0 0.00     6 0.411 0.471
10        27         0.0 0.00     1 0.391 0.235

[1] "Total fpts: NA (144)"
            Lineup (72) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Carlos Carrasco  CLE    P  10600 31.95     23.330000     7.466057
2           Julio Urias  LAD    P   8000 20.45           NaN           NA
3          Brian McCann  HOU    C   3400  0.00      9.190476     6.600144
4          Yuli Gurriel  HOU   1B   3300  2.00      7.052632     7.321761
5           Jose Altuve  HOU   2B   4900  7.00     10.481481     8.464270
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Carlos Correa  HOU   SS   4800 18.00      7.148148     5.920653
8     Andrew Benintendi  BOS   OF   4400 17.00      9.111111     8.158683
9        Carlos Beltran  HOU   OF   3800 21.00      5.760000     5.569859
10         Andrew Toles  LAD   OF   3000  3.00      9.294118     7.278090
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         21         0.0 0.00     7 0.385 0.188
4         19         0.0 0.00     6 0.329 0.128
5         27         0.0 0.00     3 0.374 0.174
6          0          NA   NA    NA    NA    NA
7         27         0.0 0.00     4 0.330 0.149
8         27         0.0 0.00     4 0.377 0.175
9         25         0.0 0.00     5 0.276 0.113
10        17         0.0 0.00     1 0.335 0.194

[1] "Total fpts: NA (145)"
            Lineup (88) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Max Scherzer  WSH    P  11800 32.40     27.340000     9.492721
2           Julio Urias  LAD    P   8000 20.45           NaN           NA
3          Gary Sanchez  NYY    C   4800 14.00      7.111111     8.161563
4       Freddie Freeman  ATL   1B   4600  0.00     12.928571    10.790698
5      Brandon Phillips  ATL   2B   3500  2.00      7.565217     7.596806
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7        Dansby Swanson  ATL   SS   3300  7.00      4.615385     4.932155
8          Josh Reddick  HOU   OF   3600 19.00      7.440000     8.078160
9        Ender Inciarte  ATL   OF   3500  7.00      9.357143     8.407291
10        Danny Santana  ATL   OF   3000  0.00      6.000000     8.041559
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         28         0.0 0.00     3 0.504 0.406
5         23         0.0 0.00     2 0.344 0.117
6          0          NA   NA    NA    NA    NA
7         26         0.0 0.00     8 0.205 0.066
8         25         0.0 0.00     2 0.320 0.150
9         28         0.0 0.00     1 0.322 0.183
10         4         0.0 0.00     9 0.254 0.160

[1] "Total fpts: NA (146)"
            Lineup (92) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Max Scherzer  WSH     P  11800 32.4     27.340000     9.492721
2         Matt Andriese   TB     P   7900 17.8     15.958333     9.713672
3     Willson Contreras  CHC     C   4400  7.0      5.761905     8.030596
4             Joe Mauer  MIN    1B   3400 10.0      6.650000     5.193873
5        Ehire Adrianza  MIN 2B/SS   2500  9.0           NaN           NA
6  Nicholas Castellanos <NA>  <NA>     NA   NA           NaN           NA
7         Jorge Polanco  MIN    SS   3400 15.0      6.565217     4.449986
8          Bryce Harper  WSH    OF   5400  2.0     14.240000    11.931331
9            Max Kepler  MIN    OF   3800  9.0      7.476190     6.786892
10         Byron Buxton  MIN    OF   3500 15.0      5.450000     5.472178
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          6         5.8 1.29    NA 0.000 0.000
3         21         0.0 0.00     7 0.274 0.121
4         20         0.0 0.00     1 0.292 0.104
5          0         0.0 0.00     8 0.000 0.000
6          0          NA   NA    NA    NA    NA
7         23         0.0 0.00     2 0.298 0.092
8         25         0.0 0.00     3 0.524 0.365
9         21         0.0 0.00     3 0.330 0.151
10        20         0.0 0.00     9 0.234 0.086

[1] "Total fpts: NA (147)"
           Lineup (109) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jeff Samardzija   SF     P   9400 15.75     17.950000    11.332520
2           Julio Urias  LAD     P   8000 20.45           NaN           NA
3          James McCann  DET     C   2900 16.00      6.000000     8.544004
4        Miguel Cabrera  DET    1B   4600 11.00      9.437500     7.366308
5           Ben Zobrist  CHC 2B/OF   4800  2.00      7.818182     5.876802
6  Nicholas Castellanos <NA>  <NA>     NA    NA           NaN           NA
7         Carlos Correa  HOU    SS   4800 18.00      7.148148     5.920653
8         Albert Almora  CHC    OF   4300  7.00      7.615385     6.007474
9          Justin Upton  DET    OF   4200 16.00      9.130435     8.075239
10        Mikie Mahtook  DET    OF   2800  7.00      3.500000     3.728270
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         15         0.0 0.00     7 0.294 0.269
4         16         0.0 0.00     3 0.370 0.195
5         22         0.0 0.00     1 0.322 0.160
6          0          NA   NA    NA    NA    NA
7         27         0.0 0.00     4 0.330 0.149
8         13         0.0 0.00     9 0.346 0.154
9         23         0.0 0.00     5 0.381 0.220
10         6         0.0 0.00     6 0.271 0.152

[1] "Total fpts: NA (148)"
           Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Max Scherzer  WSH     P  11800 32.40     27.340000     9.492721
2           Julio Urias  LAD     P   8000 20.45           NaN           NA
3        Salvador Perez   KC     C   3300 30.00      6.555556     6.576961
4           Eric Hosmer   KC    1B   3600 11.00      7.068966     6.474847
5       Whit Merrifield   KC 2B/OF   3200  0.00      5.500000     6.022181
6  Nicholas Castellanos <NA>  <NA>     NA    NA           NaN           NA
7           Trea Turner  WSH    SS   5200  3.00     10.944444    11.628931
8     Andrew Benintendi  BOS    OF   4400 17.00      9.111111     8.158683
9           Alex Gordon   KC    OF   3400  7.00      4.535714     3.706672
10         Brandon Moss   KC    OF   3300  7.00      5.400000     5.623260
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.8 0.91    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         27         0.0 0.00     5 0.315 0.209
4         29         0.0 0.00     4 0.329 0.120
5         16         0.0 0.00     7 0.270 0.131
6          0          NA   NA    NA    NA    NA
7         18         0.0 0.00     1 0.331 0.180
8         27         0.0 0.00     4 0.377 0.175
9         28         0.0 0.00     6 0.240 0.047
10        20         0.0 0.00     8 0.251 0.167

[1] "Total fpts: NA (149)"
           Lineup (113) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Drew Pomeranz  BOS    P   8100 -4.40     19.270000     5.365585
2           Julio Urias  LAD    P   8000 20.45           NaN           NA
3          Jason Castro  MIN    C   2900  2.00      4.882353     5.666595
4         Anthony Rizzo  CHC   1B   5600  0.00      8.620690     7.747874
5           Jose Altuve  HOU   2B   4900  7.00     10.481481     8.464270
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Carlos Correa  HOU   SS   4800 18.00      7.148148     5.920653
8       George Springer  HOU   OF   4500  7.00      9.000000     7.416198
9        Carlos Beltran  HOU   OF   3800 21.00      5.760000     5.569859
10         Josh Reddick  HOU   OF   3600 19.00      7.440000     8.078160
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.4 1.26    NA 0.000 0.000
2          0         5.3 1.41    NA 0.000 0.000
3         17         0.0 0.00     7 0.302 0.160
4         29         0.0 0.00     3 0.343 0.192
5         27         0.0 0.00     3 0.374 0.174
6          0          NA   NA    NA    NA    NA
7         27         0.0 0.00     4 0.330 0.149
8         25         0.0 0.00     1 0.346 0.227
9         25         0.0 0.00     5 0.276 0.113
10        25         0.0 0.00     2 0.320 0.150

[1] "Total fpts: NA (150)"
           Lineup (121) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Carlos Carrasco  CLE    P  10600 31.95     23.330000     7.466057
2            Alex Meyer  LAA    P   4800 18.60           NaN           NA
3          Gary Sanchez  NYY    C   4800 14.00      7.111111     8.161563
4        Mitch Moreland  BOS   1B   3500  2.00      7.678571     6.917790
5        Dustin Pedroia  BOS   2B   4200 13.00      6.708333     5.812125
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7       Xander Bogaerts  BOS   SS   4700  7.00      8.375000     5.769579
8          Bryce Harper  WSH   OF   5400  2.00     14.240000    11.931331
9     Andrew Benintendi  BOS   OF   4400 17.00      9.111111     8.158683
10          Chris Young   KC    P   4500 -3.25      8.133333     7.642612
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         6.9 0.82    NA 0.000 0.000
2          0         3.8 2.22    NA 0.000 0.000
3          9         0.0 0.00     2 0.365 0.094
4         28         0.0 0.00     5 0.366 0.184
5         24         0.0 0.00     2 0.323 0.087
6          0          NA   NA    NA    NA    NA
7         24         0.0 0.00     3 0.364 0.078
8         25         0.0 0.00     3 0.524 0.365
9         27         0.0 0.00     4 0.377 0.175
10        15         1.5 1.59    NA 0.000 0.000



***********************************************************************************************
Contest 21: 2017-05-12 $55.00entry_MLB$300KFullCount
***********************************************************************************************
[1] "PnL: -5090"

[1] "Total fpts: 159.6 (1)"
      Lineup (110) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P   9500 29.1     18.308333     9.837196
2      Dylan Bundy  BAL     P   7500 22.5     18.192857     8.220626
3   Chris Iannetta  ARI     C   3300 16.0      5.076923     5.251373
4        Josh Bell  PIT    1B   3400 18.0      6.642857     7.181325
5    Brandon Drury  ARI    2B   3700 26.0      6.966667     6.206133
6        Jake Lamb  ARI    3B   4600 15.0      9.030303     7.178461
7     Chris Owings  ARI OF/SS   4000  5.0      9.733333     9.490225
8      Yasiel Puig  LAD    OF   5000  9.0      6.562500     7.487355
9     Joc Pederson  LAD    OF   4900 12.0      6.187500     6.441726
10   Yasmany Tomas  ARI    OF   4100  7.0      8.777778     8.545504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         13         0.0 0.00     8 0.277 0.125
4         28         0.0 0.00     7 0.324 0.187
5         30         0.0 0.00     6 0.356 0.152
6         33         0.0 0.00     4 0.351 0.224
7         30         0.0 0.00     7 0.366 0.189
8         32         0.0 0.00     8 0.312 0.164
9         16         0.0 0.00     1 0.304 0.099
10        27         0.0 0.00     5 0.347 0.259

[1] "Total fpts: 150.2 (2)"
        Lineup (107) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS   P   9700 16.1     17.614286     9.301690
2     Matt Shoemaker  LAA   P   7900 29.1      9.725000     8.709578
3        JT Realmuto  MIA   C   3600 16.0      6.407407     6.663675
4          Josh Bell  PIT  1B   3400 18.0      6.642857     7.181325
5        Neil Walker  NYM  2B   4300 26.0      6.500000     6.005374
6     Derek Dietrich  MIA  3B   3000 21.0      5.777778     6.131458
7       Corey Seager  LAD  SS   5500 12.0      8.548387     7.060872
8  Giancarlo Stanton  MIA  OF   4600  6.0      9.870968     9.513996
9   Christian Yelich  MIA  OF   4200  6.0      8.580645     7.370094
10     Marcell Ozuna  MIA  OF   3800  0.0     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         5.4 1.34    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         28         0.0 0.00     7 0.324 0.187
5         32         0.0 0.00     4 0.288 0.129
6         18         0.0 0.00     1 0.325 0.075
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     5 0.378 0.299
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 143.95 (3)"
        Lineup (88) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P   9500 29.10     18.308333     9.837196
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3       JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4  Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5       Brad Miller   TB  2B   4000  3.00      7.433333     6.678237
6         Jake Lamb  ARI  3B   4600 15.00      9.030303     7.178461
7  Asdrubal Cabrera  NYM  SS   4100  9.00      8.040000     7.485987
8        AJ Pollock  ARI  OF   4500 17.00      9.838710     7.929257
9     Yasmany Tomas  ARI  OF   4100  7.00      8.777778     8.545504
10    David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         35         0.0 0.00     3 0.436 0.226
5         30         0.0 0.00     2 0.313 0.127
6         33         0.0 0.00     4 0.351 0.224
7         25         0.0 0.00     2 0.323 0.122
8         31         0.0 0.00     1 0.340 0.155
9         27         0.0 0.00     5 0.347 0.259
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 140.8 (4)"
        Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2       Joe Biagini  TOR   P   4900 18.85           NaN           NA
3    Salvador Perez   KC   C   3400  3.00      7.533333     7.582800
4  Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5     Brandon Drury  ARI  2B   3700 26.00      6.966667     6.206133
6         Jake Lamb  ARI  3B   4600 15.00      9.030303     7.178461
7  Asdrubal Cabrera  NYM  SS   4100  9.00      8.040000     7.485987
8      Joc Pederson  LAD  OF   4900 12.00      6.187500     6.441726
9     Yasmany Tomas  ARI  OF   4100  7.00      8.777778     8.545504
10    David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         35         0.0 0.00     3 0.436 0.226
5         30         0.0 0.00     6 0.356 0.152
6         33         0.0 0.00     4 0.351 0.224
7         25         0.0 0.00     2 0.323 0.122
8         16         0.0 0.00     1 0.304 0.099
9         27         0.0 0.00     5 0.347 0.259
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 140.65 (5)"
       Lineup (115) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P   9500 29.10     18.308333     9.837196
2     Ervin Santana  MIN   P   8200 23.55     24.441667    12.841395
3       JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4         Josh Bell  PIT  1B   3400 18.00      6.642857     7.181325
5       Neil Walker  NYM  2B   4300 26.00      6.500000     6.005374
6      David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7  Asdrubal Cabrera  NYM  SS   4100  9.00      8.040000     7.485987
8   Gregory Polanco  PIT  OF   4200 12.00      6.571429     5.959298
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          6         6.7 0.79    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         28         0.0 0.00     7 0.324 0.187
5         32         0.0 0.00     4 0.288 0.129
6         15         0.0 0.00     5 0.411 0.214
7         25         0.0 0.00     2 0.323 0.122
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 140.2 (6)"
        Lineup (86) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P   9500 29.1     18.308333     9.837196
2    Matt Shoemaker  LAA     P   7900 29.1      9.725000     8.709578
3       JT Realmuto  MIA     C   3600 16.0      6.407407     6.663675
4    Cody Bellinger  LAD 1B/OF   4900 18.0     12.600000    11.830952
5        Dee Gordon  MIA    2B   3900  0.0      8.482759     6.832803
6    Derek Dietrich  MIA    3B   3000 21.0      5.777778     6.131458
7  Asdrubal Cabrera  NYM    SS   4100  9.0      8.040000     7.485987
8      Joc Pederson  LAD    OF   4900 12.0      6.187500     6.441726
9  Christian Yelich  MIA    OF   4200  6.0      8.580645     7.370094
10    Marcell Ozuna  MIA    OF   3800  0.0     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          6         5.4 1.34    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         15         0.0 0.00     4 0.447 0.373
5         29         0.0 0.00     9 0.302 0.068
6         18         0.0 0.00     1 0.325 0.075
7         25         0.0 0.00     2 0.323 0.122
8         16         0.0 0.00     1 0.304 0.099
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 138.35 (7)"
        Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3   Yasmani Grandal  LAD   C   4500  5.00      7.400000     7.615773
4  Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5     Brandon Drury  ARI  2B   3700 26.00      6.966667     6.206133
6         Jake Lamb  ARI  3B   4600 15.00      9.030303     7.178461
7      Corey Seager  LAD  SS   5500 12.00      8.548387     7.060872
8     Yasmany Tomas  ARI  OF   4100  7.00      8.777778     8.545504
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10    David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 1.05    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         35         0.0 0.00     3 0.436 0.226
5         30         0.0 0.00     6 0.356 0.152
6         33         0.0 0.00     4 0.351 0.224
7         31         0.0 0.00     2 0.375 0.191
8         27         0.0 0.00     5 0.347 0.259
9         32         0.0 0.00     3 0.296 0.177
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 135.95 (8)"
         Lineup (7) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA     P   7900 29.10      9.725000     8.709578
2       Joe Biagini  TOR     P   4900 18.85           NaN           NA
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5       Neil Walker  NYM    2B   4300 26.00      6.500000     6.005374
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9  Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
10     Kevin Pillar  TOR    OF   3700 15.00      8.181818     7.674856
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.4 1.34    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         32         0.0 0.00     4 0.288 0.129
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         21         0.0 0.00     1 0.451 0.315
10        33         0.0 0.00     1 0.355 0.177

[1] "Total fpts: 134.05 (9)"
        Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3   Martin Maldonado  LAA     C   2300  7.00      4.666667     4.690416
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5   Cliff Pennington  LAA 2B/SS   2000 15.00      4.625000     4.533605
6      Yunel Escobar  LAA    3B   3500  7.00      7.727273     7.353880
7  Andrelton Simmons  LAA    SS   3000 10.00      5.181818     5.485518
8         Mike Trout  LAA    OF   5300 16.00     11.107143     5.711193
9        Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
10        Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         27           0 0.00     8 0.303 0.081
4         15           0 0.00     4 0.447 0.373
5          8           0 0.00     9 0.281 0.000
6         33           0 0.00     1 0.326 0.147
7         33           0 0.00     7 0.284 0.085
8         28           0 0.00     2 0.460 0.333
9         32           0 0.00     8 0.312 0.164
10        13           0 0.00     6 0.303 0.185

[1] "Total fpts: 130.8 (10)"
       Lineup (52) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3    Tyler Flowers  ATL     C   3200 27.00      6.647059     5.110543
4  Freddie Freeman  ATL    1B   4700 11.00     12.600000    10.695149
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6    Adonis Garcia  ATL    3B   3400  0.00      6.482759     5.859185
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8        Matt Kemp  ATL    OF   4100  8.00     10.700000    11.169036
9    David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
10   Nick Markakis  ATL    OF   3600 10.00      6.766667     4.469694
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         17         0.0 0.00     7 0.404 0.033
4         30         0.0 0.00     3 0.494 0.407
5         29         0.0 0.00     1 0.361 0.175
6         29         0.0 0.00     6 0.265 0.121
7         31         0.0 0.00     2 0.375 0.191
8         20         0.0 0.00     4 0.417 0.300
9         26         0.0 0.00     2 0.352 0.173
10        30         0.0 0.00     5 0.339 0.110

[1] "Total fpts: 130.2 (11)"
      Lineup (121) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9700 16.1     17.614286     9.301690
2  Lance McCullers  HOU   P   9500 29.1     18.308333     9.837196
3   Salvador Perez   KC   C   3400  3.0      7.533333     7.582800
4      Eric Hosmer   KC  1B   3700 10.0      6.906250     6.331485
5      Chase Utley  LAD  2B   4500 14.0      3.785714     5.394849
6   Mike Moustakas   KC  3B   3600  7.0      7.518519     6.405349
7  Alcides Escobar   KC  SS   3000  0.0      3.562500     3.636176
8     Joc Pederson  LAD  OF   4900 12.0      6.187500     6.441726
9     Lorenzo Cain   KC  OF   4000 17.0      8.000000     5.092252
10   David Peralta  ARI  OF   3700 22.0      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         6.0 1.16    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         32         0.0 0.00     4 0.322 0.107
5         14         0.0 0.00     7 0.248 0.083
6         27         0.0 0.00     2 0.324 0.238
7         32         0.0 0.00     1 0.208 0.066
8         16         0.0 0.00     1 0.304 0.099
9         30         0.0 0.00     3 0.358 0.095
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 129.8 (12)"
        Lineup (41) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3    Chris Iannetta  ARI     C   3300 16.00      5.076923     5.251373
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Brandon Drury  ARI    2B   3700 26.00      6.966667     6.206133
6         Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7      Chris Owings  ARI OF/SS   4000  5.00      9.733333     9.490225
8     Yasmany Tomas  ARI    OF   4100  7.00      8.777778     8.545504
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         13         0.0 0.00     8 0.277 0.125
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     6 0.356 0.152
6         33         0.0 0.00     4 0.351 0.224
7         30         0.0 0.00     7 0.366 0.189
8         27         0.0 0.00     5 0.347 0.259
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 129.05 (13)"
        Lineup (131) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3      Austin Hedges   SD     C   2700 23.00      6.500000     7.951240
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5  Yangervis Solarte   SD    2B   3500  6.00      6.205882     5.677064
6       Ryan Schimpf   SD    3B   3900  0.00      6.586207     7.504842
7        Erick Aybar   SD    SS   2900  5.00      6.448276     6.848286
8   Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
9      David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
10    Hunter Renfroe   SD    OF   3200  7.00      4.878788     5.655515
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         28           0 0.00     6 0.277 0.233
4         15           0 0.00     4 0.447 0.373
5         34           0 0.00     4 0.317 0.116
6         29           0 0.00     5 0.326 0.279
7         29           0 0.00     7 0.295 0.151
8         21           0 0.00     1 0.451 0.315
9         26           0 0.00     2 0.352 0.173
10        33           0 0.00     8 0.257 0.145

[1] "Total fpts: 127.45 (14)"
       Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3     Derek Norris   TB     C   3000  8.00      5.230769     5.523098
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Brad Miller   TB    2B   4000  3.00      7.433333     6.678237
6    Evan Longoria   TB    3B   3900 23.00      6.909091     6.311515
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9  Corey Dickerson   TB    OF   3900  9.00      8.533333     6.484641
10 Kevin Kiermaier   TB    OF   3400  8.00      5.515152     6.200409
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         26         0.0 0.00     9 0.263 0.096
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     2 0.313 0.127
6         33         0.0 0.00     3 0.307 0.153
7         31         0.0 0.00     2 0.280 0.080
8         16         0.0 0.00     1 0.304 0.099
9         30         0.0 0.00     1 0.396 0.227
10        33         0.0 0.00     8 0.263 0.059

[1] "Total fpts: 123.95 (15)"
        Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P   9500 29.10     18.308333     9.837196
2     Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3        JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4   Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5        Chase Utley  LAD  2B   4500 14.00      3.785714     5.394849
6     Derek Dietrich  MIA  3B   3000 21.00      5.777778     6.131458
7       Aledmys Diaz  STL  SS   4300  6.00      7.444444     9.312247
8  Giancarlo Stanton  MIA  OF   4600  6.00      9.870968     9.513996
9   Christian Yelich  MIA  OF   4200  6.00      8.580645     7.370094
10     Marcell Ozuna  MIA  OF   3800  0.00     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         35         0.0 0.00     3 0.436 0.226
5         14         0.0 0.00     7 0.248 0.083
6         18         0.0 0.00     1 0.325 0.075
7         27         0.0 0.00     6 0.295 0.158
8         31         0.0 0.00     5 0.378 0.299
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 123.6 (16)"
         Lineup (54) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P   9500 29.1     18.308333     9.837196
2        Dylan Bundy  BAL     P   7500 22.5     18.192857     8.220626
3        JT Realmuto  MIA     C   3600 16.0      6.407407     6.663675
4          Jay Bruce  NYM 1B/OF   4600  2.0     10.125000    10.594429
5        Neil Walker  NYM    2B   4300 26.0      6.500000     6.005374
6       David Freese  PIT    3B   3300  0.0      6.266667     5.188816
7   Asdrubal Cabrera  NYM    SS   4100  9.0      8.040000     7.485987
8       Joc Pederson  LAD    OF   4900 12.0      6.187500     6.441726
9   Michael Conforto  NYM    OF   4300  0.0     12.190476     9.922797
10 Curtis Granderson  NYM    OF   3700  7.0      5.000000     6.371232
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         32         0.0 0.00     3 0.402 0.307
5         32         0.0 0.00     4 0.288 0.129
6         15         0.0 0.00     5 0.411 0.214
7         25         0.0 0.00     2 0.323 0.122
8         16         0.0 0.00     1 0.304 0.099
9         21         0.0 0.00     1 0.451 0.315
10        28         0.0 0.00     5 0.208 0.130

[1] "Total fpts: 123.05 (17)"
        Lineup (76) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4         Wil Myers   SD    1B   4200 16.00      8.911765     8.342544
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6  Cory Spangenberg   SD 3B/OF   3200  5.00      6.454545     4.033947
7     Allen Cordoba   SD OF/SS   2500 11.00      2.571429     2.070197
8      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9    Hunter Renfroe   SD    OF   3200  7.00      4.878788     5.655515
10      Matt Szczur   SD    OF   2900 14.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         25           0 0.00     5 0.353 0.194
4         34           0 0.00     3 0.371 0.259
5         29           0 0.00     1 0.361 0.175
6         11           0 0.00     2 0.287 0.096
7          7           0 0.00     9 0.295 0.154
8         16           0 0.00     1 0.304 0.099
9         33           0 0.00     8 0.257 0.145
10         0           0 0.00     1 0.291 0.071

[1] "Total fpts: 122.95 (18)"
       Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA     P   7900 29.10      9.725000     8.709578
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8    Jose Bautista  TOR    OF   4300 16.00      6.343750     6.418770
9       Tommy Pham  STL    OF   3400  0.00     14.600000    16.440803
10     Denard Span   SF    OF   3400 22.00      6.230769     6.597397
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.4 1.34    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         32         0.0 0.00     3 0.262 0.105
9          5         0.0 0.00     2 0.580 0.500
10        13         0.0 0.00     1 0.302 0.146

[1] "Total fpts: 122.6 (19)"
       Lineup (130) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9700 16.1     17.614286     9.301690
2       Dylan Bundy  BAL   P   7500 22.5     18.192857     8.220626
3        Luke Maile  TOR   C   2500  0.0      1.000000     1.414214
4  Paul Goldschmidt  ARI  1B   5300  9.0     11.285714     8.719726
5      Devon Travis  TOR  2B   3500  4.0      4.480000     5.378352
6         Jake Lamb  ARI  3B   4600 15.0      9.030303     7.178461
7      Corey Seager  LAD  SS   5500 12.0      8.548387     7.060872
8     Jose Bautista  TOR  OF   4300 16.0      6.343750     6.418770
9      Kevin Pillar  TOR  OF   3700 15.0      8.181818     7.674856
10 Ezequiel Carrera  TOR  OF   2900 13.0      7.166667     6.400827
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3          5         0.0 0.00     9 0.102 0.000
4         35         0.0 0.00     3 0.436 0.226
5         25         0.0 0.00     8 0.220 0.105
6         33         0.0 0.00     4 0.351 0.224
7         31         0.0 0.00     2 0.375 0.191
8         32         0.0 0.00     3 0.262 0.105
9         33         0.0 0.00     1 0.355 0.177
10        18         0.0 0.00     2 0.335 0.145

[1] "Total fpts: 120.7 (20)"
      Lineup (137) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Johnny Cueto   SF   P  12600 21.2     16.685714    11.150587
2      Dylan Bundy  BAL   P   7500 22.5     18.192857     8.220626
3    Chris Stewart  PIT   C   2400  2.0      4.142857     3.484660
4        Josh Bell  PIT  1B   3400 18.0      6.642857     7.181325
5      Neil Walker  NYM  2B   4300 26.0      6.500000     6.005374
6     David Freese  PIT  3B   3300  0.0      6.266667     5.188816
7     Aledmys Diaz  STL  SS   4300  6.0      7.444444     9.312247
8      Yasiel Puig  LAD  OF   5000  9.0      6.562500     7.487355
9  Gregory Polanco  PIT  OF   4200 12.0      6.571429     5.959298
10      Jose Osuna  PIT  OF   3000  4.0      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.27    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3          7         0.0 0.00     8 0.314 0.130
4         28         0.0 0.00     7 0.324 0.187
5         32         0.0 0.00     4 0.288 0.129
6         15         0.0 0.00     5 0.411 0.214
7         27         0.0 0.00     6 0.295 0.158
8         32         0.0 0.00     8 0.312 0.164
9         28         0.0 0.00     4 0.312 0.120
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 120.65 (21)"
       Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9700 16.10     17.614286     9.301690
2     Ervin Santana  MIN   P   8200 23.55     24.441667    12.841395
3    Salvador Perez   KC   C   3400  3.00      7.533333     7.582800
4  Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5        Jed Lowrie  OAK  2B   3400  8.00      7.566667     6.896693
6         Jake Lamb  ARI  3B   4600 15.00      9.030303     7.178461
7   Alcides Escobar   KC  SS   3000  0.00      3.562500     3.636176
8        AJ Pollock  ARI  OF   4500 17.00      9.838710     7.929257
9     Yasmany Tomas  ARI  OF   4100  7.00      8.777778     8.545504
10    David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         6.7 0.79    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         35         0.0 0.00     3 0.436 0.226
5         30         0.0 0.00     5 0.367 0.175
6         33         0.0 0.00     4 0.351 0.224
7         32         0.0 0.00     1 0.208 0.066
8         31         0.0 0.00     1 0.340 0.155
9         27         0.0 0.00     5 0.347 0.259
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 119.45 (22)"
      Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3     Brian McCann  HOU     C   3400 21.00      8.478261     6.727620
4        Josh Bell  PIT    1B   3400 18.00      6.642857     7.181325
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Alex Bregman  HOU    3B   3800 12.00      5.833333     3.878174
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8  George Springer  HOU    OF   4600  7.00      8.785714     7.020379
9   Carlos Beltran  HOU    OF   3600  3.00      6.214286     6.130417
10  Jake Marisnick  HOU    OF   2800  0.00      3.800000     4.315347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         23         0.0 0.00     7 0.363 0.174
4         28         0.0 0.00     7 0.324 0.187
5         29         0.0 0.00     1 0.361 0.175
6         30         0.0 0.00     8 0.315 0.077
7         31         0.0 0.00     2 0.375 0.191
8         28         0.0 0.00     1 0.346 0.215
9         28         0.0 0.00     2 0.292 0.136
10        10         0.0 0.00     9 0.377 0.177

[1] "Total fpts: 119.05 (23)"
        Lineup (38) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3        Luke Maile  TOR     C   2500  0.00      1.000000     1.414214
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Devon Travis  TOR    2B   3500  4.00      4.480000     5.378352
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8     Jose Bautista  TOR    OF   4300 16.00      6.343750     6.418770
9      Kevin Pillar  TOR    OF   3700 15.00      8.181818     7.674856
10 Ezequiel Carrera  TOR    OF   2900 13.00      7.166667     6.400827
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3          5           0 0.00     9 0.102 0.000
4         15           0 0.00     4 0.447 0.373
5         25           0 0.00     8 0.220 0.105
6         15           0 0.00     5 0.411 0.214
7         31           0 0.00     2 0.280 0.080
8         32           0 0.00     3 0.262 0.105
9         33           0 0.00     1 0.355 0.177
10        18           0 0.00     2 0.335 0.145

[1] "Total fpts: 118.45 (24)"
         Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2        Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3        JT Realmuto  MIA     C   3600 16.00      6.407407     6.663675
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Derek Dietrich  MIA    3B   3000 21.00      5.777778     6.131458
7       Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8  Giancarlo Stanton  MIA    OF   4600  6.00      9.870968     9.513996
9   Christian Yelich  MIA    OF   4200  6.00      8.580645     7.370094
10     Marcell Ozuna  MIA    OF   3800  0.00     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         15         0.0 0.00     4 0.447 0.373
5         29         0.0 0.00     1 0.361 0.175
6         18         0.0 0.00     1 0.325 0.075
7         31         0.0 0.00     2 0.280 0.080
8         31         0.0 0.00     5 0.378 0.299
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 118.45 (25)"
      Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
3  Jonathan Lucroy  TEX   C   3600  6.00      5.458333     6.324412
4      Mike Napoli  TEX  1B   3700  2.00      6.468750     7.995904
5     Rougned Odor  TEX  2B   4600 14.00      5.628571     5.881605
6   Derek Dietrich  MIA  3B   3000 21.00      5.777778     6.131458
7     Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8     Joc Pederson  LAD  OF   4900 12.00      6.187500     6.441726
9     Carlos Gomez  TEX  OF   4300 14.00      6.882353     7.857691
10    Nomar Mazara  TEX  OF   4000  3.00      7.741935     8.465490
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         24         0.0 0.00     4 0.298 0.110
4         32         0.0 0.00     6 0.263 0.203
5         35         0.0 0.00     5 0.269 0.175
6         18         0.0 0.00     1 0.325 0.075
7         31         0.0 0.00     2 0.280 0.080
8         16         0.0 0.00     1 0.304 0.099
9         34         0.0 0.00     7 0.310 0.168
10        31         0.0 0.00     3 0.308 0.161

[1] "Total fpts: 117.45 (26)"
      Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3     Omar Narvaez  CWS     C   2700  0.00      4.937500     4.523549
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5   Yolmer Sanchez  CWS 2B/3B   2400  6.00      8.600000     4.979960
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8    Melky Cabrera  CWS    OF   4000  0.00      6.000000     4.774935
9     Leury Garcia  CWS    OF   3100 35.00      6.125000     5.302276
10    Willy Garcia  CWS    OF   2500  5.00      3.750000     2.217356
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         16         0.0 0.00     8 0.316 0.039
4         15         0.0 0.00     4 0.447 0.373
5          5         0.0 0.00     7 0.325 0.170
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         26         0.0 0.00     2 0.275 0.087
9         24         0.0 0.00     1 0.319 0.125
10         4         0.0 0.00     9 0.259 0.059

[1] "Total fpts: 115.6 (27)"
         Lineup (57) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P   9500 29.1     18.308333     9.837196
2        Dylan Bundy  BAL   P   7500 22.5     18.192857     8.220626
3        JT Realmuto  MIA   C   3600 16.0      6.407407     6.663675
4        Justin Bour  MIA  1B   3100 20.0      6.827586     8.336961
5       Chris Taylor  LAD  2B   4400  4.0      9.166667     8.332121
6       David Freese  PIT  3B   3300  0.0      6.266667     5.188816
7       Corey Seager  LAD  SS   5500 12.0      8.548387     7.060872
8  Giancarlo Stanton  MIA  OF   4600  6.0      9.870968     9.513996
9   Christian Yelich  MIA  OF   4200  6.0      8.580645     7.370094
10     Marcell Ozuna  MIA  OF   3800  0.0     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         29         0.0 0.00     6 0.318 0.171
5         12         0.0 0.00     6 0.442 0.235
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     5 0.378 0.299
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 115.45 (28)"
         Lineup (73) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2        Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
3      Austin Hedges   SD   C   2700 23.00      6.500000     7.951240
4          Wil Myers   SD  1B   4200 16.00      8.911765     8.342544
5  Yangervis Solarte   SD  2B   3500  6.00      6.205882     5.677064
6       Ryan Schimpf   SD  3B   3900  0.00      6.586207     7.504842
7        Erick Aybar   SD  SS   2900  5.00      6.448276     6.848286
8        Yasiel Puig  LAD  OF   5000  9.00      6.562500     7.487355
9       Joc Pederson  LAD  OF   4900 12.00      6.187500     6.441726
10  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         28         0.0 0.00     6 0.277 0.233
4         34         0.0 0.00     3 0.371 0.259
5         34         0.0 0.00     4 0.317 0.116
6         29         0.0 0.00     5 0.326 0.279
7         29         0.0 0.00     7 0.295 0.151
8         32         0.0 0.00     8 0.312 0.164
9         16         0.0 0.00     1 0.304 0.099
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 114.05 (29)"
       Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3   Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5  Whit Merrifield   KC 2B/OF   3300  7.00      6.166667     7.164044
6        Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8      Alex Gordon   KC    OF   3400  2.00      4.322581     3.727261
9     Brandon Moss   KC    OF   3200 14.00      5.227273     5.485321
10     Jorge Soler   KC    OF   3100  2.00      2.600000     2.966479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         30           0 0.00     5 0.355 0.233
4         15           0 0.00     4 0.447 0.373
5         18           0 0.00     8 0.281 0.159
6         33           0 0.00     4 0.351 0.224
7         31           0 0.00     2 0.280 0.080
8         31           0 0.00     9 0.228 0.042
9         22           0 0.00     7 0.242 0.163
10         5           0 0.00     6 0.162 0.056

[1] "Total fpts: 113.6 (30)"
        Lineup (18) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P   9500 29.1     18.308333     9.837196
2       Dylan Bundy  BAL     P   7500 22.5     18.192857     8.220626
3       JT Realmuto  MIA     C   3600 16.0      6.407407     6.663675
4  Paul Goldschmidt  ARI    1B   5300  9.0     11.285714     8.719726
5     Josh Harrison  PIT 2B/3B   3800  5.0      7.448276     6.962072
6      David Freese  PIT    3B   3300  0.0      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.0      5.064516     5.176456
8      Joc Pederson  LAD    OF   4900 12.0      6.187500     6.441726
9   Gregory Polanco  PIT    OF   4200 12.0      6.571429     5.959298
10 Andrew McCutchen  PIT    OF   3900  3.0      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         35         0.0 0.00     3 0.436 0.226
5         29         0.0 0.00     1 0.361 0.175
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         16         0.0 0.00     1 0.304 0.099
9         28         0.0 0.00     4 0.312 0.120
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 113.05 (31)"
        Lineup (78) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3    Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4      Justin Smoak  TOR    1B   3600  0.00      8.000000     8.717798
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6         Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7        Ryan Goins  TOR    SS   3000  8.00      5.500000     6.427249
8     Jose Bautista  TOR    OF   4300 16.00      6.343750     6.418770
9      Steve Pearce  TOR    OF   3500  5.00      5.850000     9.137977
10 Ezequiel Carrera  TOR    OF   2900 13.00      7.166667     6.400827
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         30           0 0.00     5 0.355 0.233
4         27           0 0.00     4 0.351 0.229
5         29           0 0.00     1 0.361 0.175
6         33           0 0.00     4 0.351 0.224
7         22           0 0.00     6 0.289 0.169
8         32           0 0.00     3 0.262 0.105
9         20           0 0.00     5 0.267 0.169
10        18           0 0.00     2 0.335 0.145

[1] "Total fpts: 112.05 (32)"
         Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3   Martin Maldonado  LAA     C   2300  7.00      4.666667     4.690416
4      Luis Valbuena  LAA 1B/3B   3400 20.00      6.833333     6.794606
5      Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7  Andrelton Simmons  LAA    SS   3000 10.00      5.181818     5.485518
8   Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9       Kole Calhoun  LAA    OF   3600 15.00      6.281250     6.191745
10    Cameron Maybin  LAA    OF   3400  4.00      6.653846     5.137644
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         27           0 0.00     8 0.303 0.081
4          6           0 0.00     4 0.297 0.115
5         29           0 0.00     1 0.361 0.175
6         30           0 0.00     3 0.414 0.119
7         33           0 0.00     7 0.284 0.085
8         32           0 0.00     3 0.296 0.177
9         32           0 0.00     5 0.291 0.121
10        26           0 0.00     6 0.272 0.070

[1] "Total fpts: 110.8 (33)"
        Lineup (67) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3  Martin Maldonado  LAA     C   2300  7.00      4.666667     4.690416
4     Albert Pujols  LAA    1B   3900  3.00      7.000000     6.085414
5  Cliff Pennington  LAA 2B/SS   2000 15.00      4.625000     4.533605
6     Yunel Escobar  LAA    3B   3500  7.00      7.727273     7.353880
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8        Mike Trout  LAA    OF   5300 16.00     11.107143     5.711193
9      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
10 Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         27         0.0 0.00     8 0.303 0.081
4         32         0.0 0.00     3 0.280 0.135
5          8         0.0 0.00     9 0.281 0.000
6         33         0.0 0.00     1 0.326 0.147
7         31         0.0 0.00     2 0.375 0.191
8         28         0.0 0.00     2 0.460 0.333
9         16         0.0 0.00     1 0.304 0.099
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 110.8 (34)"
         Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2     Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3        JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4        Justin Bour  MIA  1B   3100 20.00      6.827586     8.336961
5        Brad Miller   TB  2B   4000  3.00      7.433333     6.678237
6          Jake Lamb  ARI  3B   4600 15.00      9.030303     7.178461
7   Asdrubal Cabrera  NYM  SS   4100  9.00      8.040000     7.485987
8  Giancarlo Stanton  MIA  OF   4600  6.00      9.870968     9.513996
9   Christian Yelich  MIA  OF   4200  6.00      8.580645     7.370094
10     Marcell Ozuna  MIA  OF   3800  0.00     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         29         0.0 0.00     6 0.318 0.171
5         30         0.0 0.00     2 0.313 0.127
6         33         0.0 0.00     4 0.351 0.224
7         25         0.0 0.00     2 0.323 0.122
8         31         0.0 0.00     5 0.378 0.299
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 110.8 (35)"
       Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3        Jett Bandy  MIL     C   3200 21.00      8.176471     7.239089
4       Eric Thames  MIL    1B   4800  2.00     12.866667     9.789978
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6       Travis Shaw  MIL    3B   3900  3.00      9.322581     8.407882
7      Hernan Perez  MIL OF/SS   3700 22.00      9.142857    11.019463
8      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10  Domingo Santana  MIL    OF   3700  7.00      7.923077     7.249403
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         17         0.0 0.00     6 0.368 0.250
4         30         0.0 0.00     2 0.484 0.407
5         29         0.0 0.00     1 0.361 0.175
6         31         0.0 0.00     4 0.357 0.264
7         21         0.0 0.00     3 0.342 0.239
8         16         0.0 0.00     1 0.304 0.099
9         32         0.0 0.00     3 0.296 0.177
10        26         0.0 0.00     5 0.340 0.206

[1] "Total fpts: 110.55 (36)"
       Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Miguel Gonzalez  CWS   P   8000 -1.95     15.675000    13.044989
2       Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
3      Stephen Vogt  OAK   C   3500  0.00      3.809524     4.589325
4  Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5       Chase Utley  LAD  2B   4500 14.00      3.785714     5.394849
6         Jake Lamb  ARI  3B   4600 15.00      9.030303     7.178461
7      Aledmys Diaz  STL  SS   4300  6.00      7.444444     9.312247
8        AJ Pollock  ARI  OF   4500 17.00      9.838710     7.929257
9     Yasmany Tomas  ARI  OF   4100  7.00      8.777778     8.545504
10    David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.29    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         21         0.0 0.00     6 0.240 0.121
4         35         0.0 0.00     3 0.436 0.226
5         14         0.0 0.00     7 0.248 0.083
6         33         0.0 0.00     4 0.351 0.224
7         27         0.0 0.00     6 0.295 0.158
8         31         0.0 0.00     1 0.340 0.155
9         27         0.0 0.00     5 0.347 0.259
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 108.05 (37)"
         Lineup (49) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Scott Feldman  CIN     P   7800 10.95     15.014286    13.078536
2  Jordan Montgomery  NYY     P   7100 14.10     15.150000     1.144552
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Brandon Drury  ARI    2B   3700 26.00      6.966667     6.206133
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8       Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9    Kevin Kiermaier   TB    OF   3400  8.00      5.515152     6.200409
10       Jorge Soler   KC    OF   3100  2.00      2.600000     2.966479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.8 1.18    NA 0.000 0.000
2          5         5.7 1.38    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     6 0.356 0.152
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         33         0.0 0.00     8 0.263 0.059
10         5         0.0 0.00     6 0.162 0.056

[1] "Total fpts: 107.2 (38)"
        Lineup (48) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9700 16.1     17.614286     9.301690
2   Lance McCullers  HOU   P   9500 29.1     18.308333     9.837196
3     Chris Stewart  PIT   C   2400  2.0      4.142857     3.484660
4         Josh Bell  PIT  1B   3400 18.0      6.642857     7.181325
5       Chase Utley  LAD  2B   4500 14.0      3.785714     5.394849
6      David Freese  PIT  3B   3300  0.0      6.266667     5.188816
7      Corey Seager  LAD  SS   5500 12.0      8.548387     7.060872
8  Michael Conforto  NYM  OF   4300  0.0     12.190476     9.922797
9   Gregory Polanco  PIT  OF   4200 12.0      6.571429     5.959298
10       Jose Osuna  PIT  OF   3000  4.0      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         6.0 1.16    NA 0.000 0.000
3          7         0.0 0.00     8 0.314 0.130
4         28         0.0 0.00     7 0.324 0.187
5         14         0.0 0.00     7 0.248 0.083
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.375 0.191
8         21         0.0 0.00     1 0.451 0.315
9         28         0.0 0.00     4 0.312 0.120
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 106.8 (39)"
       Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Joe Biagini  TOR     P   4900 18.85           NaN           NA
3       Evan Gattis  HOU     C   3900  2.00      7.947368     6.275824
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5       Jose Altuve  HOU    2B   5100  6.00      9.966667     8.176853
6   Marwin Gonzalez  HOU 3B/OF   3700  5.00     11.100000     9.856336
7     Carlos Correa  HOU    SS   4900 10.00      8.333333     6.686751
8  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9     David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
10   Carlos Beltran  HOU    OF   3600  3.00      6.214286     6.130417
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         19         0.0 0.00     5 0.369 0.194
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     3 0.362 0.167
6         20         0.0 0.00     6 0.417 0.392
7         30         0.0 0.00     4 0.364 0.202
8         32         0.0 0.00     3 0.296 0.177
9         26         0.0 0.00     2 0.352 0.173
10        28         0.0 0.00     2 0.292 0.136

[1] "Total fpts: 106.65 (40)"
        Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS   P   9700 16.10     17.614286     9.301690
2      Ervin Santana  MIN   P   8200 23.55     24.441667    12.841395
3        JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4        Justin Bour  MIA  1B   3100 20.00      6.827586     8.336961
5        Chase Utley  LAD  2B   4500 14.00      3.785714     5.394849
6      Justin Turner  LAD  3B   5100  0.00      7.900000     4.880291
7       Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8  Giancarlo Stanton  MIA  OF   4600  6.00      9.870968     9.513996
9   Christian Yelich  MIA  OF   4200  6.00      8.580645     7.370094
10     Marcell Ozuna  MIA  OF   3800  0.00     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         6.7 0.79    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         29         0.0 0.00     6 0.318 0.171
5         14         0.0 0.00     7 0.248 0.083
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.280 0.080
8         31         0.0 0.00     5 0.378 0.299
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 105.65 (41)"
        Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ervin Santana  MIN     P   8200 23.55     24.441667    12.841395
2    Matt Shoemaker  LAA     P   7900 29.10      9.725000     8.709578
3      Gary Sanchez  NYY     C   4500  0.00      7.545455     7.633658
4   Freddie Freeman  ATL    1B   4700 11.00     12.600000    10.695149
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8        AJ Pollock  ARI    OF   4500 17.00      9.838710     7.929257
9   Gregory Polanco  PIT    OF   4200 12.00      6.571429     5.959298
10 Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.7 0.79    NA 0.000 0.000
2          6         5.4 1.34    NA 0.000 0.000
3         11         0.0 0.00     2 0.349 0.143
4         30         0.0 0.00     3 0.494 0.407
5         29         0.0 0.00     1 0.361 0.175
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         31         0.0 0.00     1 0.340 0.155
9         28         0.0 0.00     4 0.312 0.120
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 105.25 (42)"
        Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC     P   8600 17.75     13.378571    12.486087
2      Eddie Butler  CHC     P   5200 24.50           NaN           NA
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5  Brandon Phillips  ATL    2B   3600 11.00      7.040000     7.502666
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9       Khris Davis  OAK    OF   4200  0.00      7.516129     7.680586
10     Steve Pearce  TOR    OF   3500  5.00      5.850000     9.137977
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.35    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         25         0.0 0.00     2 0.318 0.108
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         31         0.0 0.00     4 0.352 0.275
10        20         0.0 0.00     5 0.267 0.169

[1] "Total fpts: 104.6 (43)"
         Lineup (77) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS     P   9700 16.1     17.614286     9.301690
2       Eddie Butler  CHC     P   5200 24.5           NaN           NA
3    Yasmani Grandal  LAD     C   4500  5.0      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.0     12.600000    11.830952
5       Chris Taylor  LAD    2B   4400  4.0      9.166667     8.332121
6      Justin Turner  LAD    3B   5100  0.0      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.0      8.548387     7.060872
8       Lorenzo Cain   KC    OF   4000 17.0      8.000000     5.092252
9        Mark Trumbo  BAL    OF   3900  5.0      6.878788     6.922597
10 Guillermo Heredia  SEA    OF   2800  3.0      7.095238     6.449068
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          0         0.0 0.00    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         30         0.0 0.00     3 0.358 0.095
9         33         0.0 0.00     4 0.286 0.119
10        21         0.0 0.00     6 0.356 0.108

[1] "Total fpts: 103.8 (44)"
       Lineup (16) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3   Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4      Eric Hosmer   KC    1B   3700 10.00      6.906250     6.331485
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6   Mike Moustakas   KC    3B   3600  7.00      7.518519     6.405349
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9     Lorenzo Cain   KC    OF   4000 17.00      8.000000     5.092252
10     Jorge Soler   KC    OF   3100  2.00      2.600000     2.966479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         32         0.0 0.00     4 0.322 0.107
5         29         0.0 0.00     1 0.361 0.175
6         27         0.0 0.00     2 0.324 0.238
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         30         0.0 0.00     3 0.358 0.095
10         5         0.0 0.00     6 0.162 0.056

[1] "Total fpts: 103.75 (45)"
        Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
2       Matt Harvey  NYM     P   6900  6.65      9.920000    13.286299
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8        Matt Joyce  OAK    OF   3200 14.00      5.333333     6.471789
9       Jorge Soler   KC    OF   3100  2.00      2.600000     2.966479
10 Ezequiel Carrera  TOR    OF   2900 13.00      7.166667     6.400827
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          5         5.8 1.26    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         24         0.0 0.00     8 0.256 0.128
9          5         0.0 0.00     6 0.162 0.056
10        18         0.0 0.00     2 0.335 0.145

[1] "Total fpts: 103.45 (46)"
         Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2       Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
3   Yasmani Grandal  LAD   C   4500  5.00      7.400000     7.615773
4         Josh Bell  PIT  1B   3400 18.00      6.642857     7.181325
5        Jed Lowrie  OAK  2B   3400  8.00      7.566667     6.896693
6      David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7      Corey Seager  LAD  SS   5500 12.00      8.548387     7.060872
8   Gregory Polanco  PIT  OF   4200 12.00      6.571429     5.959298
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         28         0.0 0.00     7 0.324 0.187
5         30         0.0 0.00     5 0.367 0.175
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.375 0.191
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 103.45 (47)"
       Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3     Stephen Vogt  OAK     C   3500  0.00      3.809524     4.589325
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5       Jed Lowrie  OAK    2B   3400  8.00      7.566667     6.896693
6   Trevor Plouffe  OAK    3B   3800  5.00      6.071429     6.079282
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9      Khris Davis  OAK    OF   4200  0.00      7.516129     7.680586
10      Matt Joyce  OAK    OF   3200 14.00      5.333333     6.471789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         21         0.0 0.00     6 0.240 0.121
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     5 0.367 0.175
6         28         0.0 0.00     7 0.302 0.171
7         31         0.0 0.00     2 0.280 0.080
8         16         0.0 0.00     1 0.304 0.099
9         31         0.0 0.00     4 0.352 0.275
10        24         0.0 0.00     8 0.256 0.128

[1] "Total fpts: 103.45 (48)"
        Lineup (99) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4      Buster Posey   SF  1B/C   3700 17.00      8.259259     6.086508
5         Joe Panik   SF    2B   3400  5.00      5.870968     5.116913
6     Eduardo Nunez   SF 3B/SS   3700  5.00      5.818182     6.161648
7  Brandon Crawford   SF    SS   3300  3.00      6.894737     5.791706
8       Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
9      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
10  Justin Ruggiano   SF    OF   2400  6.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         27         0.0 0.00     4 0.435 0.192
5         31         0.0 0.00     6 0.314 0.084
6         33         0.0 0.00     7 0.262 0.062
7         19         0.0 0.00     5 0.304 0.175
8         32         0.0 0.00     8 0.312 0.164
9         16         0.0 0.00     1 0.304 0.099
10         0         0.0 0.00     8 0.297 0.000

[1] "Total fpts: 102.95 (49)"
       Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3    Yadier Molina  STL     C   3600  3.00      5.730769     4.266687
4   Matt Carpenter  STL    1B   4500  2.00      9.222222     7.132447
5      Jedd Gyorko  STL 2B/3B   4400  2.00     10.727273     9.061598
6     David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7     Aledmys Diaz  STL    SS   4300  6.00      7.444444     9.312247
8      Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
9     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
10  Randal Grichuk  STL    OF   3700 23.00      6.310345     6.188142
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         15         0.0 0.00     5 0.411 0.214
7         27         0.0 0.00     6 0.295 0.158
8         32         0.0 0.00     8 0.312 0.164
9         16         0.0 0.00     1 0.304 0.099
10        29         0.0 0.00     7 0.268 0.124

[1] "Total fpts: 102.8 (50)"
        Lineup (2) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Joe Biagini  TOR     P   4900 18.85           NaN           NA
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8    David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
9       Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
10    Joey Rickard  BAL    OF   2700  0.00      9.571429     7.253899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         26         0.0 0.00     2 0.352 0.173
9         13         0.0 0.00     6 0.303 0.185
10         7         0.0 0.00     1 0.295 0.143

[1] "Total fpts: 102.8 (51)"
        Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Joe Biagini  TOR     P   4900 18.85           NaN           NA
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4       Mike Napoli  TEX    1B   3700  2.00      6.468750     7.995904
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6        Joey Gallo  TEX    3B   4500 20.00      9.030303     8.861733
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8      Carlos Gomez  TEX    OF   4300 14.00      6.882353     7.857691
9     Shin-Soo Choo  TEX    OF   3900  2.00      7.741935     8.390343
10 Delino DeShields  TEX    OF   3600  5.00      6.578947     7.493077
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         32         0.0 0.00     6 0.263 0.203
5         29         0.0 0.00     1 0.361 0.175
6         33         0.0 0.00     8 0.353 0.339
7         31         0.0 0.00     2 0.375 0.191
8         34         0.0 0.00     7 0.310 0.168
9         31         0.0 0.00     1 0.352 0.152
10        19         0.0 0.00     9 0.259 0.073

[1] "Total fpts: 102.6 (52)"
      Lineup (147) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P   9500 29.1     18.308333     9.837196
2      Dylan Bundy  BAL   P   7500 22.5     18.192857     8.220626
3     Jason Castro  MIN   C   3100  3.0      4.722222     5.539224
4        Joe Mauer  MIN  1B   3700  3.0      6.818182     4.991768
5     Brian Dozier  MIN  2B   4700  3.0      8.913043     6.612062
6      Miguel Sano  MIN  3B   4500 16.0     11.192308     9.256432
7     Jordy Mercer  PIT  SS   3100  5.0      5.064516     5.176456
8      Yasiel Puig  LAD  OF   5000  9.0      6.562500     7.487355
9     Joc Pederson  LAD  OF   4900 12.0      6.187500     6.441726
10    Byron Buxton  MIN  OF   3900  0.0      5.636364     5.728338
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         18         0.0 0.00     8 0.297 0.154
4         22         0.0 0.00     2 0.296 0.105
5         23         0.0 0.00     1 0.328 0.184
6         26         0.0 0.00     3 0.462 0.363
7         31         0.0 0.00     2 0.280 0.080
8         32         0.0 0.00     8 0.312 0.164
9         16         0.0 0.00     1 0.304 0.099
10        22         0.0 0.00     9 0.246 0.090

[1] "Total fpts: 102.05 (53)"
       Lineup (66) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3     Caleb Joseph  BAL     C   2700 24.00      4.600000     5.816233
4     Trey Mancini  BAL 1B/OF   3700  3.00     10.055556    11.211718
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7         JJ Hardy  BAL    SS   2800 10.00      4.225806     4.930921
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9     Craig Gentry  BAL    OF   2900  0.00      7.250000     8.680849
10    Joey Rickard  BAL    OF   2700  0.00      9.571429     7.253899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         15           0 0.00     8 0.243 0.085
4         18           0 0.00     6 0.397 0.352
5         29           0 0.00     1 0.361 0.175
6         30           0 0.00     3 0.414 0.119
7         31           0 0.00     7 0.232 0.061
8         16           0 0.00     1 0.304 0.099
9          8           0 0.00     9 0.253 0.114
10         7           0 0.00     1 0.295 0.143

[1] "Total fpts: 102.05 (54)"
        Lineup (145) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Rick Porcello  BOS     P   9700 16.10     17.614286     9.301690
3     Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4          Wil Myers   SD    1B   4200 16.00      8.911765     8.342544
5  Yangervis Solarte   SD    2B   3500  6.00      6.205882     5.677064
6   Cory Spangenberg   SD 3B/OF   3200  5.00      6.454545     4.033947
7      Allen Cordoba   SD OF/SS   2500 11.00      2.571429     2.070197
8        Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
9   Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10       Matt Szczur   SD    OF   2900 14.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.2 1.32    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         34         0.0 0.00     3 0.371 0.259
5         34         0.0 0.00     4 0.317 0.116
6         11         0.0 0.00     2 0.287 0.096
7          7         0.0 0.00     9 0.295 0.154
8         32         0.0 0.00     8 0.312 0.164
9         32         0.0 0.00     3 0.296 0.177
10         0         0.0 0.00     1 0.291 0.071

[1] "Total fpts: 101.55 (55)"
         Lineup (34) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
2  Christian Bergman  SEA     P   5400  2.45           NaN           NA
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5   Cliff Pennington  LAA 2B/SS   2000 15.00      4.625000     4.533605
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8       Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9   Christian Yelich  MIA    OF   4200  6.00      8.580645     7.370094
10     Shin-Soo Choo  TEX    OF   3900  2.00      7.741935     8.390343
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          0         3.7 0.55    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5          8         0.0 0.00     9 0.281 0.000
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         31         0.0 0.00     3 0.328 0.141
10        31         0.0 0.00     1 0.352 0.152

[1] "Total fpts: 100.8 (56)"
       Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3     Caleb Joseph  BAL     C   2700 24.00      4.600000     5.816233
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6    Manny Machado  BAL    3B   4700  3.00      8.666667     7.967381
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8       Adam Jones  BAL    OF   4200  3.00      7.333333     6.367234
9     Craig Gentry  BAL    OF   2900  0.00      7.250000     8.680849
10    Joey Rickard  BAL    OF   2700  0.00      9.571429     7.253899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         15         0.0 0.00     8 0.243 0.085
4         15         0.0 0.00     4 0.447 0.373
5         29         0.0 0.00     1 0.361 0.175
6         33         0.0 0.00     3 0.342 0.250
7         31         0.0 0.00     2 0.375 0.191
8         33         0.0 0.00     2 0.317 0.139
9          8         0.0 0.00     9 0.253 0.114
10         7         0.0 0.00     1 0.295 0.143

[1] "Total fpts: 99.8 (57)"
        Lineup (55) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2       Joe Biagini  TOR   P   4900 18.85           NaN           NA
3    Salvador Perez   KC   C   3400  3.00      7.533333     7.582800
4   Freddie Freeman  ATL  1B   4700 11.00     12.600000    10.695149
5  Brandon Phillips  ATL  2B   3600 11.00      7.040000     7.502666
6     Justin Turner  LAD  3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD  SS   5500 12.00      8.548387     7.060872
8         Matt Kemp  ATL  OF   4100  8.00     10.700000    11.169036
9    Ender Inciarte  ATL  OF   3800  7.00      9.033333     8.231493
10    Nick Markakis  ATL  OF   3600 10.00      6.766667     4.469694
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         30         0.0 0.00     3 0.494 0.407
5         25         0.0 0.00     2 0.318 0.108
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         20         0.0 0.00     4 0.417 0.300
9         30         0.0 0.00     1 0.318 0.173
10        30         0.0 0.00     5 0.339 0.110

[1] "Total fpts: 98.8 (58)"
        Lineup (22) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3       JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4        Lucas Duda  NYM  1B   3900  5.00      9.090909    11.246818
5        Dee Gordon  MIA  2B   3900  0.00      8.482759     6.832803
6    Derek Dietrich  MIA  3B   3000 21.00      5.777778     6.131458
7      Corey Seager  LAD  SS   5500 12.00      8.548387     7.060872
8  Christian Yelich  MIA  OF   4200  6.00      8.580645     7.370094
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10    Marcell Ozuna  MIA  OF   3800  0.00     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         11         0.0 0.00     7 0.393 0.333
5         29         0.0 0.00     9 0.302 0.068
6         18         0.0 0.00     1 0.325 0.075
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     3 0.328 0.141
9         32         0.0 0.00     3 0.296 0.177
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 98.35 (59)"
         Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 1.05    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         29         0.0 0.00     1 0.361 0.175
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 98.05 (60)"
       Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4      Eric Hosmer   KC    1B   3700 10.00      6.906250     6.331485
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6   Mike Moustakas   KC    3B   3600  7.00      7.518519     6.405349
7  Alcides Escobar   KC    SS   3000  0.00      3.562500     3.636176
8     Lorenzo Cain   KC    OF   4000 17.00      8.000000     5.092252
9      Alex Gordon   KC    OF   3400  2.00      4.322581     3.727261
10      Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         25           0 0.00     5 0.353 0.194
4         32           0 0.00     4 0.322 0.107
5         29           0 0.00     1 0.361 0.175
6         27           0 0.00     2 0.324 0.238
7         32           0 0.00     1 0.208 0.066
8         30           0 0.00     3 0.358 0.095
9         31           0 0.00     9 0.228 0.042
10        13           0 0.00     6 0.303 0.185

[1] "Total fpts: 97.95 (61)"
         Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS     P   9700 16.10     17.614286     9.301690
2     Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3     Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4          Jay Bruce  NYM 1B/OF   4600  2.00     10.125000    10.594429
5        Neil Walker  NYM    2B   4300 26.00      6.500000     6.005374
6          Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7   Asdrubal Cabrera  NYM    SS   4100  9.00      8.040000     7.485987
8   Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
9   Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10 Curtis Granderson  NYM    OF   3700  7.00      5.000000     6.371232
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         32         0.0 0.00     3 0.402 0.307
5         32         0.0 0.00     4 0.288 0.129
6         33         0.0 0.00     4 0.351 0.224
7         25         0.0 0.00     2 0.323 0.122
8         21         0.0 0.00     1 0.451 0.315
9         32         0.0 0.00     3 0.296 0.177
10        28         0.0 0.00     5 0.208 0.130

[1] "Total fpts: 97.7 (62)"
        Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2       Danny Duffy   KC   P   8600 17.75     13.378571    12.486087
3     Chris Stewart  PIT   C   2400  2.00      4.142857     3.484660
4         Josh Bell  PIT  1B   3400 18.00      6.642857     7.181325
5      Chris Taylor  LAD  2B   4400  4.00      9.166667     8.332121
6      David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7  Asdrubal Cabrera  NYM  SS   4100  9.00      8.040000     7.485987
8      Joc Pederson  LAD  OF   4900 12.00      6.187500     6.441726
9   Gregory Polanco  PIT  OF   4200 12.00      6.571429     5.959298
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.2 1.35    NA 0.000 0.000
3          7         0.0 0.00     8 0.314 0.130
4         28         0.0 0.00     7 0.324 0.187
5         12         0.0 0.00     6 0.442 0.235
6         15         0.0 0.00     5 0.411 0.214
7         25         0.0 0.00     2 0.323 0.122
8         16         0.0 0.00     1 0.304 0.099
9         28         0.0 0.00     4 0.312 0.120
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 97.35 (63)"
        Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
2     Tyler Glasnow  PIT     P   6400 -8.15      8.391667    10.086001
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8  Christian Yelich  MIA    OF   4200  6.00      8.580645     7.370094
9      Kevin Pillar  TOR    OF   3700 15.00      8.181818     7.674856
10   Randal Grichuk  STL    OF   3700 23.00      6.310345     6.188142
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 1.05    NA 0.000 0.000
2          6         4.5 1.93    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     3 0.328 0.141
9         33         0.0 0.00     1 0.355 0.177
10        29         0.0 0.00     7 0.268 0.124

[1] "Total fpts: 96.8 (64)"
        Lineup (17) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3        Luke Maile  TOR     C   2500  0.00      1.000000     1.414214
4      Justin Smoak  TOR    1B   3600  0.00      8.000000     8.717798
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8     Jose Bautista  TOR    OF   4300 16.00      6.343750     6.418770
9      Kevin Pillar  TOR    OF   3700 15.00      8.181818     7.674856
10 Ezequiel Carrera  TOR    OF   2900 13.00      7.166667     6.400827
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3          5         0.0 0.00     9 0.102 0.000
4         27         0.0 0.00     4 0.351 0.229
5         29         0.0 0.00     1 0.361 0.175
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         32         0.0 0.00     3 0.262 0.105
9         33         0.0 0.00     1 0.355 0.177
10        18         0.0 0.00     2 0.335 0.145

[1] "Total fpts: 95.45 (65)"
        Lineup (93) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3      Caleb Joseph  BAL     C   2700 24.00      4.600000     5.816233
4      Trey Mancini  BAL 1B/OF   3700  3.00     10.055556    11.211718
5   Jonathan Schoop  BAL    2B   3500  3.00      7.870968     5.277259
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7          JJ Hardy  BAL    SS   2800 10.00      4.225806     4.930921
8       Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
9  Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
10      Mark Trumbo  BAL    OF   3900  5.00      6.878788     6.922597
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         15         0.0 0.00     8 0.243 0.085
4         18         0.0 0.00     6 0.397 0.352
5         31         0.0 0.00     5 0.378 0.232
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     7 0.232 0.061
8         32         0.0 0.00     8 0.312 0.164
9         21         0.0 0.00     1 0.451 0.315
10        33         0.0 0.00     4 0.286 0.119

[1] "Total fpts: 95.15 (66)"
       Lineup (139) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
2   Miguel Gonzalez  CWS     P   8000 -1.95     15.675000    13.044989
3    Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4  Paul Goldschmidt  ARI    1B   5300  9.00     11.285714     8.719726
5     Brandon Drury  ARI    2B   3700 26.00      6.966667     6.206133
6         Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7      Chris Owings  ARI OF/SS   4000  5.00      9.733333     9.490225
8     Yasmany Tomas  ARI    OF   4100  7.00      8.777778     8.545504
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10       Tommy Pham  STL    OF   3400  0.00     14.600000    16.440803
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          6         6.6 1.29    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         35         0.0 0.00     3 0.436 0.226
5         30         0.0 0.00     6 0.356 0.152
6         33         0.0 0.00     4 0.351 0.224
7         30         0.0 0.00     7 0.366 0.189
8         27         0.0 0.00     5 0.347 0.259
9         32         0.0 0.00     3 0.296 0.177
10         5         0.0 0.00     2 0.580 0.500

[1] "Total fpts: 94.45 (67)"
        Lineup (45) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2       Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
3   Yasmani Grandal  LAD   C   4500  5.00      7.400000     7.615773
4   Freddie Freeman  ATL  1B   4700 11.00     12.600000    10.695149
5  Brandon Phillips  ATL  2B   3600 11.00      7.040000     7.502666
6     Adonis Garcia  ATL  3B   3400  0.00      6.482759     5.859185
7      Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8         Matt Kemp  ATL  OF   4100  8.00     10.700000    11.169036
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10    Nick Markakis  ATL  OF   3600 10.00      6.766667     4.469694
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         30         0.0 0.00     3 0.494 0.407
5         25         0.0 0.00     2 0.318 0.108
6         29         0.0 0.00     6 0.265 0.121
7         31         0.0 0.00     2 0.280 0.080
8         20         0.0 0.00     4 0.417 0.300
9         32         0.0 0.00     3 0.296 0.177
10        30         0.0 0.00     5 0.339 0.110

[1] "Total fpts: 94.05 (68)"
        Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2   Lance McCullers  HOU   P   9500 29.10     18.308333     9.837196
3      Stephen Vogt  OAK   C   3500  0.00      3.809524     4.589325
4  Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5        Jed Lowrie  OAK  2B   3400  8.00      7.566667     6.896693
6    Trevor Plouffe  OAK  3B   3800  5.00      6.071429     6.079282
7      Adam Rosales  OAK  SS   2700  3.00      5.520000     4.726874
8  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
9        Matt Joyce  OAK  OF   3200 14.00      5.333333     6.471789
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         21           0 0.00     6 0.240 0.121
4         35           0 0.00     3 0.436 0.226
5         30           0 0.00     5 0.367 0.175
6         28           0 0.00     7 0.302 0.171
7         25           0 0.00     9 0.288 0.126
8         32           0 0.00     3 0.296 0.177
9         24           0 0.00     8 0.256 0.128
10        13           0 0.00     6 0.303 0.185

[1] "Total fpts: 93.8 (69)"
        Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3      Derek Norris   TB   C   3000  8.00      5.230769     5.523098
4    Logan Morrison   TB  1B   3600  0.00      9.407407     8.481923
5       Brad Miller   TB  2B   4000  3.00      7.433333     6.678237
6     Evan Longoria   TB  3B   3900 23.00      6.909091     6.311515
7      Corey Seager  LAD  SS   5500 12.00      8.548387     7.060872
8  Michael Conforto  NYM  OF   4300  0.00     12.190476     9.922797
9   Corey Dickerson   TB  OF   3900  9.00      8.533333     6.484641
10 Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         26         0.0 0.00     9 0.263 0.096
4         27         0.0 0.00     4 0.372 0.279
5         30         0.0 0.00     2 0.313 0.127
6         33         0.0 0.00     3 0.307 0.153
7         31         0.0 0.00     2 0.375 0.191
8         21         0.0 0.00     1 0.451 0.315
9         30         0.0 0.00     1 0.396 0.227
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 93.45 (70)"
      Lineup (125) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
3  Jonathan Lucroy  TEX   C   3600  6.00      5.458333     6.324412
4       Lucas Duda  NYM  1B   3900  5.00      9.090909    11.246818
5     Rougned Odor  TEX  2B   4600 14.00      5.628571     5.881605
6     David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7     Elvis Andrus  TEX  SS   4200  0.00      7.794118     7.100062
8     Nomar Mazara  TEX  OF   4000  3.00      7.741935     8.465490
9    Shin-Soo Choo  TEX  OF   3900  2.00      7.741935     8.390343
10   David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         24         0.0 0.00     4 0.298 0.110
4         11         0.0 0.00     7 0.393 0.333
5         35         0.0 0.00     5 0.269 0.175
6         15         0.0 0.00     5 0.411 0.214
7         34         0.0 0.00     2 0.338 0.175
8         31         0.0 0.00     3 0.308 0.161
9         31         0.0 0.00     1 0.352 0.152
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 92.2 (71)"
       Lineup (112) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9700 16.1     17.614286     9.301690
2    Matt Shoemaker  LAA   P   7900 29.1      9.725000     8.709578
3      Gary Sanchez  NYY   C   4500  0.0      7.545455     7.633658
4         Josh Bell  PIT  1B   3400 18.0      6.642857     7.181325
5      Chris Taylor  LAD  2B   4400  4.0      9.166667     8.332121
6      David Freese  PIT  3B   3300  0.0      6.266667     5.188816
7      Aledmys Diaz  STL  SS   4300  6.0      7.444444     9.312247
8   Gregory Polanco  PIT  OF   4200 12.0      6.571429     5.959298
9  Andrew McCutchen  PIT  OF   3900  3.0      6.500000     6.247580
10       Jose Osuna  PIT  OF   3000  4.0      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         5.4 1.34    NA 0.000 0.000
3         11         0.0 0.00     2 0.349 0.143
4         28         0.0 0.00     7 0.324 0.187
5         12         0.0 0.00     6 0.442 0.235
6         15         0.0 0.00     5 0.411 0.214
7         27         0.0 0.00     6 0.295 0.158
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 92.05 (72)"
       Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Johnny Cueto   SF   P  12600 21.20     16.685714    11.150587
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3    Salvador Perez   KC   C   3400  3.00      7.533333     7.582800
4         Josh Bell  PIT  1B   3400 18.00      6.642857     7.181325
5       Chase Utley  LAD  2B   4500 14.00      3.785714     5.394849
6      David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7  Francisco Lindor  CLE  SS   4600  0.00      9.666667     9.014675
8   Gregory Polanco  PIT  OF   4200 12.00      6.571429     5.959298
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.27    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         28         0.0 0.00     7 0.324 0.187
5         14         0.0 0.00     7 0.248 0.083
6         15         0.0 0.00     5 0.411 0.214
7         30         0.0 0.00     2 0.376 0.273
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 91.85 (73)"
         Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Miguel Gonzalez  CWS     P   8000 -1.95     15.675000    13.044989
2  Jordan Zimmermann  DET     P   6500  0.80      8.200000     6.678697
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Yolmer Sanchez  CWS 2B/3B   2400  6.00      8.600000     4.979960
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8       Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9         AJ Pollock  ARI    OF   4500 17.00      9.838710     7.929257
10    Randal Grichuk  STL    OF   3700 23.00      6.310345     6.188142
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.29    NA 0.000 0.000
2          6         5.6 1.53    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5          5         0.0 0.00     7 0.325 0.170
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         31         0.0 0.00     1 0.340 0.155
10        29         0.0 0.00     7 0.268 0.124

[1] "Total fpts: 91.8 (74)"
       Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3     Stephen Vogt  OAK     C   3500  0.00      3.809524     4.589325
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6   Trevor Plouffe  OAK    3B   3800  5.00      6.071429     6.079282
7     Adam Rosales  OAK    SS   2700  3.00      5.520000     4.726874
8      Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
9      Rajai Davis  OAK    OF   4200  3.00      7.684211     6.182885
10      Matt Joyce  OAK    OF   3200 14.00      5.333333     6.471789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         21         0.0 0.00     6 0.240 0.121
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         28         0.0 0.00     7 0.302 0.171
7         25         0.0 0.00     9 0.288 0.126
8         32         0.0 0.00     8 0.312 0.164
9         19         0.0 0.00     1 0.259 0.115
10        24         0.0 0.00     8 0.256 0.128

[1] "Total fpts: 91.45 (75)"
       Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3    Yadier Molina  STL     C   3600  3.00      5.730769     4.266687
4   Matt Carpenter  STL    1B   4500  2.00      9.222222     7.132447
5      Jedd Gyorko  STL 2B/3B   4400  2.00     10.727273     9.061598
6   Derek Dietrich  MIA    3B   3000 21.00      5.777778     6.131458
7     Aledmys Diaz  STL    SS   4300  6.00      7.444444     9.312247
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9       Tommy Pham  STL    OF   3400  0.00     14.600000    16.440803
10      Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         18         0.0 0.00     1 0.325 0.075
7         27         0.0 0.00     6 0.295 0.158
8         16         0.0 0.00     1 0.304 0.099
9          5         0.0 0.00     2 0.580 0.500
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 91.05 (76)"
       Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2   Lance McCullers  HOU   P   9500 29.10     18.308333     9.837196
3      Derek Norris   TB   C   3000  8.00      5.230769     5.523098
4        Lucas Duda  NYM  1B   3900  5.00      9.090909    11.246818
5       Brad Miller   TB  2B   4000  3.00      7.433333     6.678237
6      David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7       Tim Beckham   TB  SS   3300  7.00      7.290323     8.821162
8   Corey Dickerson   TB  OF   3900  9.00      8.533333     6.484641
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10  Kevin Kiermaier   TB  OF   3400  8.00      5.515152     6.200409
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         26           0 0.00     9 0.263 0.096
4         11           0 0.00     7 0.393 0.333
5         30           0 0.00     2 0.313 0.127
6         15           0 0.00     5 0.411 0.214
7         31           0 0.00     7 0.318 0.200
8         30           0 0.00     1 0.396 0.227
9         32           0 0.00     3 0.296 0.177
10        33           0 0.00     8 0.263 0.059

[1] "Total fpts: 90.45 (77)"
       Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4       Ryon Healy  OAK 1B/3B   3700  2.00      6.586207     7.766766
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6   Trevor Plouffe  OAK    3B   3800  5.00      6.071429     6.079282
7     Adam Rosales  OAK    SS   2700  3.00      5.520000     4.726874
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9      Rajai Davis  OAK    OF   4200  3.00      7.684211     6.182885
10      Matt Joyce  OAK    OF   3200 14.00      5.333333     6.471789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         29         0.0 0.00     2 0.315 0.200
5         29         0.0 0.00     1 0.361 0.175
6         28         0.0 0.00     7 0.302 0.171
7         25         0.0 0.00     9 0.288 0.126
8         16         0.0 0.00     1 0.304 0.099
9         19         0.0 0.00     1 0.259 0.115
10        24         0.0 0.00     8 0.256 0.128

[1] "Total fpts: 90.05 (78)"
       Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2    Rick Porcello  BOS   P   9700 16.10     17.614286     9.301690
3   Salvador Perez   KC   C   3400  3.00      7.533333     7.582800
4      Eric Hosmer   KC  1B   3700 10.00      6.906250     6.331485
5     Chris Taylor  LAD  2B   4400  4.00      9.166667     8.332121
6     David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7     Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8     Lorenzo Cain   KC  OF   4000 17.00      8.000000     5.092252
9     Brandon Moss   KC  OF   3200 14.00      5.227273     5.485321
10     Jorge Soler   KC  OF   3100  2.00      2.600000     2.966479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.2 1.32    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         32         0.0 0.00     4 0.322 0.107
5         12         0.0 0.00     6 0.442 0.235
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         30         0.0 0.00     3 0.358 0.095
9         22         0.0 0.00     7 0.242 0.163
10         5         0.0 0.00     6 0.162 0.056

[1] "Total fpts: 88.85 (79)"
       Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P   9500 29.10     18.308333     9.837196
2       Danny Duffy   KC     P   8600 17.75     13.378571    12.486087
3     Yadier Molina  STL     C   3600  3.00      5.730769     4.266687
4    Matt Carpenter  STL    1B   4500  2.00      9.222222     7.132447
5       Jedd Gyorko  STL 2B/3B   4400  2.00     10.727273     9.061598
6    Mike Moustakas   KC    3B   3600  7.00      7.518519     6.405349
7      Aledmys Diaz  STL    SS   4300  6.00      7.444444     9.312247
8  Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
9     David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
10       Tommy Pham  STL    OF   3400  0.00     14.600000    16.440803
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         6.2 1.35    NA 0.000 0.000
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         27         0.0 0.00     2 0.324 0.238
7         27         0.0 0.00     6 0.295 0.158
8         21         0.0 0.00     1 0.451 0.315
9         26         0.0 0.00     2 0.352 0.173
10         5         0.0 0.00     2 0.580 0.500

[1] "Total fpts: 88.7 (80)"
        Lineup (60) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Johnny Cueto   SF     P  12600 21.2     16.685714    11.150587
2       Dylan Bundy  BAL     P   7500 22.5     18.192857     8.220626
3      Stephen Vogt  OAK     C   3500  0.0      3.809524     4.589325
4    Cody Bellinger  LAD 1B/OF   4900 18.0     12.600000    11.830952
5       Brad Miller   TB    2B   4000  3.0      7.433333     6.678237
6      David Freese  PIT    3B   3300  0.0      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.0      5.064516     5.176456
8   Gregory Polanco  PIT    OF   4200 12.0      6.571429     5.959298
9  Andrew McCutchen  PIT    OF   3900  3.0      6.500000     6.247580
10       Jose Osuna  PIT    OF   3000  4.0      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.27    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         21         0.0 0.00     6 0.240 0.121
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     2 0.313 0.127
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 87.8 (81)"
        Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3      Stephen Vogt  OAK   C   3500  0.00      3.809524     4.589325
4     Yonder Alonso  OAK  1B   3800  2.00     10.769231     9.369344
5        Jed Lowrie  OAK  2B   3400  8.00      7.566667     6.896693
6    Trevor Plouffe  OAK  3B   3800  5.00      6.071429     6.079282
7      Corey Seager  LAD  SS   5500 12.00      8.548387     7.060872
8       Khris Davis  OAK  OF   4200  0.00      7.516129     7.680586
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10    David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         21         0.0 0.00     6 0.240 0.121
4         26         0.0 0.00     3 0.445 0.384
5         30         0.0 0.00     5 0.367 0.175
6         28         0.0 0.00     7 0.302 0.171
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     4 0.352 0.275
9         32         0.0 0.00     3 0.296 0.177
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 86.8 (82)"
         Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2        Joe Biagini  TOR     P   4900 18.85           NaN           NA
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4        Justin Bour  MIA    1B   3100 20.00      6.827586     8.336961
5  Steve Lombardozzi  MIA 2B/OF   2400  0.00           NaN           NA
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8  Giancarlo Stanton  MIA    OF   4600  6.00      9.870968     9.513996
9   Christian Yelich  MIA    OF   4200  6.00      8.580645     7.370094
10     Marcell Ozuna  MIA    OF   3800  0.00     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         29         0.0 0.00     6 0.318 0.171
5          0         0.0 0.00     7 0.000 0.000
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     5 0.378 0.299
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 86.45 (83)"
        Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4      Justin Smoak  TOR    1B   3600  0.00      8.000000     8.717798
5     Darwin Barney  TOR 2B/3B   3200  8.00      5.944444     4.221405
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7        Ryan Goins  TOR    SS   3000  8.00      5.500000     6.427249
8     Jose Bautista  TOR    OF   4300 16.00      6.343750     6.418770
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10     Steve Pearce  TOR    OF   3500  5.00      5.850000     9.137977
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         27         0.0 0.00     4 0.351 0.229
5         18         0.0 0.00     7 0.330 0.091
6         30         0.0 0.00     3 0.414 0.119
7         22         0.0 0.00     6 0.289 0.169
8         32         0.0 0.00     3 0.262 0.105
9         32         0.0 0.00     3 0.296 0.177
10        20         0.0 0.00     5 0.267 0.169

[1] "Total fpts: 86.25 (84)"
       Lineup (64) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Patrick Corbin  ARI     P   8100 10.70     13.271429    12.996662
2       Jesse Hahn  OAK     P   6800 15.55     17.030000     8.621311
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Kolten Wong  STL    2B   4000  0.00      7.538462     5.846235
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9   Ender Inciarte  ATL    OF   3800  7.00      9.033333     8.231493
10 Justin Ruggiano   SF    OF   2400  6.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.40    NA 0.000 0.000
2          5         5.9 1.21    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         26         0.0 0.00     8 0.331 0.130
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         30         0.0 0.00     1 0.318 0.173
10         0         0.0 0.00     8 0.297 0.000

[1] "Total fpts: 84.45 (85)"
        Lineup (120) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2        Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3          Yan Gomes  CLE     C   3200  5.00      6.052632     5.967260
4     Carlos Santana  CLE    1B   4300  4.00      7.433333     7.064644
5       Jose Ramirez  CLE 2B/3B   4000  0.00      8.678571     9.313684
6       David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8      David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
9  Lonnie Chisenhall  CLE    OF   3400  0.00      7.461538     6.777603
10     Brandon Guyer  CLE    OF   3300  0.00      3.933333     5.119524
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         19         0.0 0.00     8 0.323 0.159
4         30         0.0 0.00     1 0.317 0.148
5         28         0.0 0.00     6 0.381 0.215
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.375 0.191
8         26         0.0 0.00     2 0.352 0.173
9         13         0.0 0.00     7 0.333 0.213
10        15         0.0 0.00     9 0.231 0.113

[1] "Total fpts: 84.05 (86)"
        Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2   Lance McCullers  HOU   P   9500 29.10     18.308333     9.837196
3    Salvador Perez   KC   C   3400  3.00      7.533333     7.582800
4        Lucas Duda  NYM  1B   3900  5.00      9.090909    11.246818
5      Chris Taylor  LAD  2B   4400  4.00      9.166667     8.332121
6      David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8   Gregory Polanco  PIT  OF   4200 12.00      6.571429     5.959298
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          6           6 1.16    NA 0.000 0.000
3         30           0 0.00     5 0.355 0.233
4         11           0 0.00     7 0.393 0.333
5         12           0 0.00     6 0.442 0.235
6         15           0 0.00     5 0.411 0.214
7         31           0 0.00     2 0.280 0.080
8         28           0 0.00     4 0.312 0.120
9         32           0 0.00     3 0.296 0.177
10        13           0 0.00     6 0.303 0.185

[1] "Total fpts: 84 (87)"
         Lineup (46) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Ervin Santana  MIN     P   8200 23.55     24.441667    12.841395
2  Christian Bergman  SEA     P   5400  2.45           NaN           NA
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5       Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8        Rajai Davis  OAK    OF   4200  3.00      7.684211     6.182885
9    Corey Dickerson   TB    OF   3900  9.00      8.533333     6.484641
10    Ender Inciarte  ATL    OF   3800  7.00      9.033333     8.231493
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.7 0.79    NA 0.000 0.000
2          0         3.7 0.55    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         19         0.0 0.00     1 0.259 0.115
9         30         0.0 0.00     1 0.396 0.227
10        30         0.0 0.00     1 0.318 0.173

[1] "Total fpts: 83.8 (88)"
         Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8  Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
9   Gregory Polanco  PIT    OF   4200 12.00      6.571429     5.959298
10 Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         29         0.0 0.00     1 0.361 0.175
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         21         0.0 0.00     1 0.451 0.315
9         28         0.0 0.00     4 0.312 0.120
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 82.45 (89)"
       Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Duffy   KC     P   8600 17.75     13.378571    12.486087
2       Jose Urena  MIA     P   6700 12.70           NaN           NA
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8    Yasmany Tomas  ARI    OF   4100  7.00      8.777778     8.545504
9       Max Kepler  MIN    OF   3800  0.00      7.545455     6.631291
10 Justin Ruggiano   SF    OF   2400  6.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.35    NA 0.000 0.000
2          0         3.0 1.08    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         27         0.0 0.00     5 0.347 0.259
9         22         0.0 0.00     4 0.327 0.143
10         0         0.0 0.00     8 0.297 0.000

[1] "Total fpts: 82.4 (90)"
       Lineup (15) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ervin Santana  MIN     P   8200 23.55     24.441667    12.841395
2    Tyler Glasnow  PIT     P   6400 -8.15      8.391667    10.086001
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Devon Travis  TOR    2B   3500  4.00      4.480000     5.378352
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9    Jose Bautista  TOR    OF   4300 16.00      6.343750     6.418770
10    Joey Rickard  BAL    OF   2700  0.00      9.571429     7.253899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.7 0.79    NA 0.000 0.000
2          6         4.5 1.93    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         25         0.0 0.00     8 0.220 0.105
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         32         0.0 0.00     3 0.262 0.105
10         7         0.0 0.00     1 0.295 0.143

[1] "Total fpts: 82.2 (91)"
       Lineup (127) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9700 16.1     17.614286     9.301690
2   Lance McCullers  HOU   P   9500 29.1     18.308333     9.837196
3      Stephen Vogt  OAK   C   3500  0.0      3.809524     4.589325
4     Yonder Alonso  OAK  1B   3800  2.0     10.769231     9.369344
5        Jed Lowrie  OAK  2B   3400  8.0      7.566667     6.896693
6    Trevor Plouffe  OAK  3B   3800  5.0      6.071429     6.079282
7      Jordy Mercer  PIT  SS   3100  5.0      5.064516     5.176456
8        AJ Pollock  ARI  OF   4500 17.0      9.838710     7.929257
9  Michael Conforto  NYM  OF   4300  0.0     12.190476     9.922797
10      Khris Davis  OAK  OF   4200  0.0      7.516129     7.680586
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         6.0 1.16    NA 0.000 0.000
3         21         0.0 0.00     6 0.240 0.121
4         26         0.0 0.00     3 0.445 0.384
5         30         0.0 0.00     5 0.367 0.175
6         28         0.0 0.00     7 0.302 0.171
7         31         0.0 0.00     2 0.280 0.080
8         31         0.0 0.00     1 0.340 0.155
9         21         0.0 0.00     1 0.451 0.315
10        31         0.0 0.00     4 0.352 0.275

[1] "Total fpts: 82.05 (92)"
       Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2     Rick Porcello  BOS     P   9700 16.10     17.614286     9.301690
3     Chris Stewart  PIT     C   2400  2.00      4.142857     3.484660
4  Paul Goldschmidt  ARI    1B   5300  9.00     11.285714     8.719726
5   Whit Merrifield   KC 2B/OF   3300  7.00      6.166667     7.164044
6    Mike Moustakas   KC    3B   3600  7.00      7.518519     6.405349
7   Alcides Escobar   KC    SS   3000  0.00      3.562500     3.636176
8      Lorenzo Cain   KC    OF   4000 17.00      8.000000     5.092252
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10      Alex Gordon   KC    OF   3400  2.00      4.322581     3.727261
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.2 1.32    NA 0.000 0.000
3          7         0.0 0.00     8 0.314 0.130
4         35         0.0 0.00     3 0.436 0.226
5         18         0.0 0.00     8 0.281 0.159
6         27         0.0 0.00     2 0.324 0.238
7         32         0.0 0.00     1 0.208 0.066
8         30         0.0 0.00     3 0.358 0.095
9         32         0.0 0.00     3 0.296 0.177
10        31         0.0 0.00     9 0.228 0.042

[1] "Total fpts: 80.95 (93)"
       Lineup (136) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS     P   9700 16.10     17.614286     9.301690
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3     Yadier Molina  STL     C   3600  3.00      5.730769     4.266687
4    Matt Carpenter  STL    1B   4500  2.00      9.222222     7.132447
5       Jedd Gyorko  STL 2B/3B   4400  2.00     10.727273     9.061598
6         Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7      Aledmys Diaz  STL    SS   4300  6.00      7.444444     9.312247
8        AJ Pollock  ARI    OF   4500 17.00      9.838710     7.929257
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10       Tommy Pham  STL    OF   3400  0.00     14.600000    16.440803
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         33         0.0 0.00     4 0.351 0.224
7         27         0.0 0.00     6 0.295 0.158
8         31         0.0 0.00     1 0.340 0.155
9         32         0.0 0.00     3 0.296 0.177
10         5         0.0 0.00     2 0.580 0.500

[1] "Total fpts: 80.45 (94)"
      Lineup (143) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3       Sandy Leon  BOS     C   3300 11.00      7.187500    10.894762
4   Mitch Moreland  BOS    1B   3400  6.00      7.300000     6.828692
5    Josh Rutledge  BOS 2B/3B   3100  5.00      5.285714     4.070802
6     David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8     Mookie Betts  BOS    OF   5200  0.00      9.379310    10.062000
9     Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
10  Jackie Bradley  BOS    OF   3800  0.00      5.235294     6.694489
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         16         0.0 0.00     8 0.288 0.200
4         30         0.0 0.00     6 0.359 0.172
5          7         0.0 0.00     7 0.315 0.000
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         29         0.0 0.00     1 0.399 0.221
9         16         0.0 0.00     1 0.304 0.099
10        17         0.0 0.00     9 0.245 0.121

[1] "Total fpts: 80.45 (95)"
      Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL   P   7500 22.50     18.192857     8.220626
3    Chris Stewart  PIT   C   2400  2.00      4.142857     3.484660
4   Danny Valencia  SEA  1B   3700  5.00      6.500000     7.829432
5     Chris Taylor  LAD  2B   4400  4.00      9.166667     8.332121
6      Kyle Seager  SEA  3B   4100  3.00      6.833333     5.369668
7      Jean Segura  SEA  SS   4500  3.00     11.363636     7.828796
8      Nelson Cruz  SEA  OF   4600  0.00     10.322581     7.875646
9        Ben Gamel  SEA  OF   3800  0.00     10.928571    10.410529
10   David Peralta  ARI  OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3          7         0.0 0.00     8 0.314 0.130
4         26         0.0 0.00     5 0.320 0.174
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     4 0.337 0.116
7         22         0.0 0.00     1 0.404 0.147
8         31         0.0 0.00     3 0.425 0.265
9         14         0.0 0.00     2 0.443 0.208
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: 80.15 (96)"
       Lineup (124) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9700 16.10     17.614286     9.301690
2   Miguel Gonzalez  CWS   P   8000 -1.95     15.675000    13.044989
3       JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4  Paul Goldschmidt  ARI  1B   5300  9.00     11.285714     8.719726
5        Dee Gordon  MIA  2B   3900  0.00      8.482759     6.832803
6    Derek Dietrich  MIA  3B   3000 21.00      5.777778     6.131458
7      Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8       Yasiel Puig  LAD  OF   5000  9.00      6.562500     7.487355
9  Christian Yelich  MIA  OF   4200  6.00      8.580645     7.370094
10    Marcell Ozuna  MIA  OF   3800  0.00     10.437500     9.648458
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          6         6.6 1.29    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         35         0.0 0.00     3 0.436 0.226
5         29         0.0 0.00     9 0.302 0.068
6         18         0.0 0.00     1 0.325 0.075
7         31         0.0 0.00     2 0.280 0.080
8         32         0.0 0.00     8 0.312 0.164
9         31         0.0 0.00     3 0.328 0.141
10        32         0.0 0.00     4 0.428 0.304

[1] "Total fpts: 79.8 (97)"
        Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4      Trey Mancini  BAL 1B/OF   3700  3.00     10.055556    11.211718
5   Jonathan Schoop  BAL    2B   3500  3.00      7.870968     5.277259
6     Manny Machado  BAL    3B   4700  3.00      8.666667     7.967381
7          JJ Hardy  BAL    SS   2800 10.00      4.225806     4.930921
8      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9       Mark Trumbo  BAL    OF   3900  5.00      6.878788     6.922597
10 Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         18         0.0 0.00     6 0.397 0.352
5         31         0.0 0.00     5 0.378 0.232
6         33         0.0 0.00     3 0.342 0.250
7         31         0.0 0.00     7 0.232 0.061
8         16         0.0 0.00     1 0.304 0.099
9         33         0.0 0.00     4 0.286 0.119
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 79.8 (98)"
        Lineup (87) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3        Sandy Leon  BOS     C   3300 11.00      7.187500    10.894762
4    Mitch Moreland  BOS    1B   3400  6.00      7.300000     6.828692
5     Josh Rutledge  BOS 2B/3B   3100  5.00      5.285714     4.070802
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9    Jackie Bradley  BOS    OF   3800  0.00      5.235294     6.694489
10      Chris Young  BOS    OF   3600  7.00      7.421875     7.912921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         16         0.0 0.00     8 0.288 0.200
4         30         0.0 0.00     6 0.359 0.172
5          7         0.0 0.00     7 0.315 0.000
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         32         0.0 0.00     3 0.296 0.177
9         17         0.0 0.00     9 0.245 0.121
10        16         0.0 0.00     5 0.346 0.147

[1] "Total fpts: 79.45 (99)"
        Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2        Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Mitch Moreland  BOS    1B   3400  6.00      7.300000     6.828692
5      Josh Rutledge  BOS 2B/3B   3100  5.00      5.285714     4.070802
6       David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7    Xander Bogaerts  BOS    SS   4700 10.00      8.740741     5.667672
8  Andrew Benintendi  BOS    OF   4600  2.00      8.833333     8.145586
9   Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10       Chris Young  BOS    OF   3600  7.00      7.421875     7.912921
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         30         0.0 0.00     6 0.359 0.172
5          7         0.0 0.00     7 0.315 0.000
6         15         0.0 0.00     5 0.411 0.214
7         27         0.0 0.00     3 0.367 0.086
8         30         0.0 0.00     4 0.369 0.165
9         32         0.0 0.00     3 0.296 0.177
10        16         0.0 0.00     5 0.346 0.147

[1] "Total fpts: 77.6 (100)"
        Lineup (58) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P   9500 29.1     18.308333     9.837196
2       Dylan Bundy  BAL     P   7500 22.5     18.192857     8.220626
3     Yadier Molina  STL     C   3600  3.0      5.730769     4.266687
4    Matt Carpenter  STL    1B   4500  2.0      9.222222     7.132447
5       Jedd Gyorko  STL 2B/3B   4400  2.0     10.727273     9.061598
6      David Freese  PIT    3B   3300  0.0      6.266667     5.188816
7      Corey Seager  LAD    SS   5500 12.0      8.548387     7.060872
8     Dexter Fowler  STL    OF   4300  4.0      7.375000     8.176384
9  Andrew McCutchen  PIT    OF   3900  3.0      6.500000     6.247580
10       Tommy Pham  STL    OF   3400  0.0     14.600000    16.440803
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.0 1.16    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.375 0.191
8         24         0.0 0.00     1 0.314 0.198
9         32         0.0 0.00     3 0.296 0.177
10         5         0.0 0.00     2 0.580 0.500

[1] "Total fpts: 76.8 (101)"
        Lineup (37) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Joe Biagini  TOR     P   4900 18.85           NaN           NA
3     Yadier Molina  STL     C   3600  3.00      5.730769     4.266687
4    Matt Carpenter  STL    1B   4500  2.00      9.222222     7.132447
5       Jedd Gyorko  STL 2B/3B   4400  2.00     10.727273     9.061598
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Aledmys Diaz  STL    SS   4300  6.00      7.444444     9.312247
8  Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10   Randal Grichuk  STL    OF   3700 23.00      6.310345     6.188142
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          0         1.5 0.88    NA 0.000 0.000
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         30         0.0 0.00     3 0.414 0.119
7         27         0.0 0.00     6 0.295 0.158
8         21         0.0 0.00     1 0.451 0.315
9         32         0.0 0.00     3 0.296 0.177
10        29         0.0 0.00     7 0.268 0.124

[1] "Total fpts: 76.45 (102)"
      Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3     Gary Sanchez  NYY     C   4500  0.00      7.545455     7.633658
4    Matt Holliday  NYY 1B/OF   3600  5.00      9.541667     9.088833
5   Starlin Castro  NYY    2B   4100  0.00      9.387097     7.163227
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8    Brett Gardner  NYY    OF   3800  3.00     10.115385     9.774771
9    David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
10     Aaron Hicks  NYY    OF   3300  0.00     14.235294     9.672961
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         11         0.0 0.00     2 0.349 0.143
4         24         0.0 0.00     3 0.403 0.253
5         31         0.0 0.00     4 0.399 0.183
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.280 0.080
8         26         0.0 0.00     1 0.361 0.213
9         26         0.0 0.00     2 0.352 0.173
10        17         0.0 0.00     9 0.462 0.293

[1] "Total fpts: 76.35 (103)"
         Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Harvey  NYM     P   6900  6.65      9.920000    13.286299
2         Jose Urena  MIA     P   6700 12.70           NaN           NA
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5        Brad Miller   TB    2B   4000  3.00      7.433333     6.678237
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8       Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9      Marcell Ozuna  MIA    OF   3800  0.00     10.437500     9.648458
10 Curtis Granderson  NYM    OF   3700  7.00      5.000000     6.371232
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          5         5.8 1.26    NA 0.000 0.000
2          0         3.0 1.08    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     2 0.313 0.127
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         32         0.0 0.00     4 0.428 0.304
10        28         0.0 0.00     5 0.208 0.130

[1] "Total fpts: 73.8 (104)"
       Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3    Yadier Molina  STL     C   3600  3.00      5.730769     4.266687
4   Matt Carpenter  STL    1B   4500  2.00      9.222222     7.132447
5      Jedd Gyorko  STL 2B/3B   4400  2.00     10.727273     9.061598
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8    Dexter Fowler  STL    OF   4300  4.00      7.375000     8.176384
9    David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
10      Tommy Pham  STL    OF   3400  0.00     14.600000    16.440803
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.280 0.080
8         24         0.0 0.00     1 0.314 0.198
9         26         0.0 0.00     2 0.352 0.173
10         5         0.0 0.00     2 0.580 0.500

[1] "Total fpts: 72.85 (105)"
        Lineup (35) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS     P   9700 16.10     17.614286     9.301690
2       Danny Duffy   KC     P   8600 17.75     13.378571    12.486087
3    Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4         Jay Bruce  NYM 1B/OF   4600  2.00     10.125000    10.594429
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8       Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
9   Gregory Polanco  PIT    OF   4200 12.00      6.571429     5.959298
10 Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          7         6.2 1.35    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         32         0.0 0.00     3 0.402 0.307
5         29         0.0 0.00     1 0.361 0.175
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         32         0.0 0.00     8 0.312 0.164
9         28         0.0 0.00     4 0.312 0.120
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: 72.8 (106)"
       Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Danny Duffy   KC   P   8600 17.75     13.378571    12.486087
2   Miguel Gonzalez  CWS   P   8000 -1.95     15.675000    13.044989
3       JT Realmuto  MIA   C   3600 16.00      6.407407     6.663675
4   Freddie Freeman  ATL  1B   4700 11.00     12.600000    10.695149
5       Jose Altuve  HOU  2B   5100  6.00      9.966667     8.176853
6      David Freese  PIT  3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8   Gregory Polanco  PIT  OF   4200 12.00      6.571429     5.959298
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.35    NA 0.000 0.000
2          6         6.6 1.29    NA 0.000 0.000
3         27         0.0 0.00     2 0.342 0.115
4         30         0.0 0.00     3 0.494 0.407
5         30         0.0 0.00     3 0.362 0.167
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 72.65 (107)"
       Lineup (65) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Patrick Corbin  ARI     P   8100 10.70     13.271429    12.996662
2    Scott Feldman  CIN     P   7800 10.95     15.014286    13.078536
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6    Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8      Chris Young  BOS    OF   3600  7.00      7.421875     7.912921
9     Jarrod Dyson  SEA    OF   3200  5.00      6.466667     5.097216
10    Craig Gentry  BAL    OF   2900  0.00      7.250000     8.680849
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.40    NA 0.000 0.000
2          7         5.8 1.18    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     5 0.346 0.147
9         30         0.0 0.00     9 0.260 0.056
10         8         0.0 0.00     9 0.253 0.114

[1] "Total fpts: 70.8 (108)"
        Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3   Yasmani Grandal  LAD   C   4500  5.00      7.400000     7.615773
4         Joe Mauer  MIN  1B   3700  3.00      6.818182     4.991768
5      Brian Dozier  MIN  2B   4700  3.00      8.913043     6.612062
6       Miguel Sano  MIN  3B   4500 16.00     11.192308     9.256432
7      Jordy Mercer  PIT  SS   3100  5.00      5.064516     5.176456
8      Byron Buxton  MIN  OF   3900  0.00      5.636364     5.728338
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10       Max Kepler  MIN  OF   3800  0.00      7.545455     6.631291
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         22         0.0 0.00     2 0.296 0.105
5         23         0.0 0.00     1 0.328 0.184
6         26         0.0 0.00     3 0.462 0.363
7         31         0.0 0.00     2 0.280 0.080
8         22         0.0 0.00     9 0.246 0.090
9         32         0.0 0.00     3 0.296 0.177
10        22         0.0 0.00     4 0.327 0.143

[1] "Total fpts: 70.15 (109)"
         Lineup (32) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Miguel Gonzalez  CWS     P   8000 -1.95     15.675000    13.044989
2  Jordan Montgomery  NYY     P   7100 14.10     15.150000     1.144552
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5       Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8      Marcell Ozuna  MIA    OF   3800  0.00     10.437500     9.648458
9       Steve Pearce  TOR    OF   3500  5.00      5.850000     9.137977
10      Brandon Moss   KC    OF   3200 14.00      5.227273     5.485321
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.29    NA 0.000 0.000
2          5         5.7 1.38    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         32         0.0 0.00     4 0.428 0.304
9         20         0.0 0.00     5 0.267 0.169
10        22         0.0 0.00     7 0.242 0.163

[1] "Total fpts: 67.8 (110)"
        Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3   Jonathan Lucroy  TEX   C   3600  6.00      5.458333     6.324412
4       Mike Napoli  TEX  1B   3700  2.00      6.468750     7.995904
5      Rougned Odor  TEX  2B   4600 14.00      5.628571     5.881605
6     Justin Turner  LAD  3B   5100  0.00      7.900000     4.880291
7      Elvis Andrus  TEX  SS   4200  0.00      7.794118     7.100062
8      Nomar Mazara  TEX  OF   4000  3.00      7.741935     8.465490
9  Andrew McCutchen  PIT  OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         24         0.0 0.00     4 0.298 0.110
4         32         0.0 0.00     6 0.263 0.203
5         35         0.0 0.00     5 0.269 0.175
6         30         0.0 0.00     3 0.414 0.119
7         34         0.0 0.00     2 0.338 0.175
8         31         0.0 0.00     3 0.308 0.161
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 67.8 (111)"
        Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2     Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3     Salvador Perez   KC   C   3400  3.00      7.533333     7.582800
4     Mitch Moreland  BOS  1B   3400  6.00      7.300000     6.828692
5     Dustin Pedroia  BOS  2B   4300  0.00      7.037037     5.605502
6      Justin Turner  LAD  3B   5100  0.00      7.900000     4.880291
7    Xander Bogaerts  BOS  SS   4700 10.00      8.740741     5.667672
8  Andrew Benintendi  BOS  OF   4600  2.00      8.833333     8.145586
9        Chris Young  BOS  OF   3600  7.00      7.421875     7.912921
10        Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         30         0.0 0.00     6 0.359 0.172
5         27         0.0 0.00     2 0.339 0.104
6         30         0.0 0.00     3 0.414 0.119
7         27         0.0 0.00     3 0.367 0.086
8         30         0.0 0.00     4 0.369 0.165
9         16         0.0 0.00     5 0.346 0.147
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 67.45 (112)"
       Lineup (61) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4        Jay Bruce  NYM 1B/OF   4600  2.00     10.125000    10.594429
5  Jonathan Schoop  BAL    2B   3500  3.00      7.870968     5.277259
6    Manny Machado  BAL    3B   4700  3.00      8.666667     7.967381
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8       Adam Jones  BAL    OF   4200  3.00      7.333333     6.367234
9      Mark Trumbo  BAL    OF   3900  5.00      6.878788     6.922597
10    Joey Rickard  BAL    OF   2700  0.00      9.571429     7.253899
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         32         0.0 0.00     3 0.402 0.307
5         31         0.0 0.00     5 0.378 0.232
6         33         0.0 0.00     3 0.342 0.250
7         31         0.0 0.00     2 0.280 0.080
8         33         0.0 0.00     2 0.317 0.139
9         33         0.0 0.00     4 0.286 0.119
10         7         0.0 0.00     1 0.295 0.143

[1] "Total fpts: 66.8 (113)"
        Lineup (135) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2     Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3     Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4     Danny Valencia  SEA    1B   3700  5.00      6.500000     7.829432
5      Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6        Kyle Seager  SEA    3B   4100  3.00      6.833333     5.369668
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8        Nelson Cruz  SEA    OF   4600  0.00     10.322581     7.875646
9          Ben Gamel  SEA    OF   3800  0.00     10.928571    10.410529
10 Guillermo Heredia  SEA    OF   2800  3.00      7.095238     6.449068
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         30         0.0 0.00     5 0.355 0.233
4         26         0.0 0.00     5 0.320 0.174
5         29         0.0 0.00     1 0.361 0.175
6         30         0.0 0.00     4 0.337 0.116
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     3 0.425 0.265
9         14         0.0 0.00     2 0.443 0.208
10        21         0.0 0.00     6 0.356 0.108

[1] "Total fpts: 65.8 (114)"
       Lineup (95) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  11300 18.95     26.071429     9.335812
2   Jhoulys Chacin   SD   P   6600 16.85     11.528571    14.487749
3     Jason Castro  MIN   C   3100  3.00      4.722222     5.539224
4        Joe Mauer  MIN  1B   3700  3.00      6.818182     4.991768
5     Brian Dozier  MIN  2B   4700  3.00      8.913043     6.612062
6    Justin Turner  LAD  3B   5100  0.00      7.900000     4.880291
7    Jorge Polanco  MIN  SS   3700  5.00      6.720000     4.686150
8     Joc Pederson  LAD  OF   4900 12.00      6.187500     6.441726
9     Byron Buxton  MIN  OF   3900  0.00      5.636364     5.728338
10      Jose Osuna  PIT  OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         18         0.0 0.00     8 0.297 0.154
4         22         0.0 0.00     2 0.296 0.105
5         23         0.0 0.00     1 0.328 0.184
6         30         0.0 0.00     3 0.414 0.119
7         25         0.0 0.00     7 0.294 0.094
8         16         0.0 0.00     1 0.304 0.099
9         22         0.0 0.00     9 0.246 0.090
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: 63.8 (115)"
        Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3      Gary Sanchez  NYY     C   4500  0.00      7.545455     7.633658
4     Matt Holliday  NYY 1B/OF   3600  5.00      9.541667     9.088833
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Chase Headley  NYY    3B   3300  0.00      8.379310     5.984586
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9     Brett Gardner  NYY    OF   3800  3.00     10.115385     9.774771
10      Aaron Hicks  NYY    OF   3300  0.00     14.235294     9.672961
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         11         0.0 0.00     2 0.349 0.143
4         24         0.0 0.00     3 0.403 0.253
5         29         0.0 0.00     1 0.361 0.175
6         29         0.0 0.00     8 0.346 0.155
7         31         0.0 0.00     2 0.375 0.191
8         32         0.0 0.00     3 0.296 0.177
9         26         0.0 0.00     1 0.361 0.213
10        17         0.0 0.00     9 0.462 0.293

[1] "Total fpts: 63.5 (116)"
         Lineup (28) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Mike Leake  STL     P   7300 14.7     20.325000     6.699459
2  Jordan Zimmermann  DET     P   6500  0.8      8.200000     6.678697
3    Yasmani Grandal  LAD     C   4500  5.0      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.0     12.600000    11.830952
5       Chris Taylor  LAD    2B   4400  4.0      9.166667     8.332121
6      Justin Turner  LAD    3B   5100  0.0      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.0      8.548387     7.060872
8        Khris Davis  OAK    OF   4200  0.0      7.516129     7.680586
9      Shin-Soo Choo  TEX    OF   3900  2.0      7.741935     8.390343
10 Curtis Granderson  NYM    OF   3700  7.0      5.000000     6.371232
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.7 0.94    NA 0.000 0.000
2          6         5.6 1.53    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         12         0.0 0.00     6 0.442 0.235
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     4 0.352 0.275
9         31         0.0 0.00     1 0.352 0.152
10        28         0.0 0.00     5 0.208 0.130

[1] "Total fpts: 63.45 (117)"
       Lineup (103) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3       Carlos Ruiz  SEA     C   2600  0.00      3.818182     5.075789
4     Taylor Motter  SEA 1B/SS   3400  6.00      8.950000     8.599113
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Jean Segura  SEA    SS   4500  3.00     11.363636     7.828796
8  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9         Ben Gamel  SEA    OF   3800  0.00     10.928571    10.410529
10     Jarrod Dyson  SEA    OF   3200  5.00      6.466667     5.097216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         11         0.0 0.00     8 0.228 0.067
4         20         0.0 0.00     7 0.351 0.298
5         29         0.0 0.00     1 0.361 0.175
6         30         0.0 0.00     3 0.414 0.119
7         22         0.0 0.00     1 0.404 0.147
8         32         0.0 0.00     3 0.296 0.177
9         14         0.0 0.00     2 0.443 0.208
10        30         0.0 0.00     9 0.260 0.056

[1] "Total fpts: 60.45 (118)"
        Lineup (91) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Dylan Bundy  BAL     P   7500 22.50     18.192857     8.220626
3      Jason Castro  MIN     C   3100  3.00      4.722222     5.539224
4     Kennys Vargas  MIN    1B   4100  3.00     11.000000     8.246211
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7     Jorge Polanco  MIN    SS   3700  5.00      6.720000     4.686150
8  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9        Max Kepler  MIN    OF   3800  0.00      7.545455     6.631291
10    Eddie Rosario  MIN    OF   3500  0.00      6.384615     5.154236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         6.5 1.05    NA 0.000 0.000
3         18         0.0 0.00     8 0.297 0.154
4          9         0.0 0.00     5 0.378 0.333
5         29         0.0 0.00     1 0.361 0.175
6         30         0.0 0.00     3 0.414 0.119
7         25         0.0 0.00     7 0.294 0.094
8         32         0.0 0.00     3 0.296 0.177
9         22         0.0 0.00     4 0.327 0.143
10        26         0.0 0.00     6 0.300 0.135

[1] "Total fpts: 52.8 (119)"
         Lineup (81) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2     Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3          Yan Gomes  CLE     C   3200  5.00      6.052632     5.967260
4     Carlos Santana  CLE    1B   4300  4.00      7.433333     7.064644
5      Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7   Francisco Lindor  CLE    SS   4600  0.00      9.666667     9.014675
8   Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9  Lonnie Chisenhall  CLE    OF   3400  0.00      7.461538     6.777603
10     Brandon Guyer  CLE    OF   3300  0.00      3.933333     5.119524
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         19         0.0 0.00     8 0.323 0.159
4         30         0.0 0.00     1 0.317 0.148
5         29         0.0 0.00     1 0.361 0.175
6         30         0.0 0.00     3 0.414 0.119
7         30         0.0 0.00     2 0.376 0.273
8         32         0.0 0.00     3 0.296 0.177
9         13         0.0 0.00     7 0.333 0.213
10        15         0.0 0.00     9 0.231 0.113

[1] "Total fpts: NA (120)"
         Lineup (4) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
2      Nick Pivetta <NA>  <NA>     NA   NA           NaN           NA
3   Yasmani Grandal  LAD     C   4500    5      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900   18     12.600000    11.830952
5      Chris Taylor  LAD    2B   4400    4      9.166667     8.332121
6     Justin Turner  LAD    3B   5100    0      7.900000     4.880291
7      Corey Seager  LAD    SS   5500   12      8.548387     7.060872
8        AJ Pollock  ARI    OF   4500   17      9.838710     7.929257
9  Michael Conforto  NYM    OF   4300    0     12.190476     9.922797
10 Andrew McCutchen  PIT    OF   3900    3      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          0          NA   NA    NA    NA    NA
3         25           0    0     5 0.353 0.194
4         15           0    0     4 0.447 0.373
5         12           0    0     6 0.442 0.235
6         30           0    0     3 0.414 0.119
7         31           0    0     2 0.375 0.191
8         31           0    0     1 0.340 0.155
9         21           0    0     1 0.451 0.315
10        32           0    0     3 0.296 0.177

[1] "Total fpts: NA (121)"
          Lineup (5) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Nick Pivetta <NA>  <NA>     NA    NA           NaN           NA
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5  Steve Lombardozzi  MIA 2B/OF   2400  0.00           NaN           NA
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8       Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9         Tommy Pham  STL    OF   3400  0.00     14.600000    16.440803
10  Ezequiel Carrera  TOR    OF   2900 13.00      7.166667     6.400827
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         25           0 0.00     5 0.353 0.194
4         15           0 0.00     4 0.447 0.373
5          0           0 0.00     7 0.000 0.000
6         30           0 0.00     3 0.414 0.119
7         31           0 0.00     2 0.375 0.191
8         16           0 0.00     1 0.304 0.099
9          5           0 0.00     2 0.580 0.500
10        18           0 0.00     2 0.335 0.145

[1] "Total fpts: NA (122)"
         Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Nick Pivetta <NA>  <NA>     NA    NA           NaN           NA
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4  Paul Goldschmidt  ARI    1B   5300  9.00     11.285714     8.719726
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6         Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7      Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8        AJ Pollock  ARI    OF   4500 17.00      9.838710     7.929257
9     Yasmany Tomas  ARI    OF   4100  7.00      8.777778     8.545504
10    David Peralta  ARI    OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         25           0 0.00     5 0.353 0.194
4         35           0 0.00     3 0.436 0.226
5         29           0 0.00     1 0.361 0.175
6         33           0 0.00     4 0.351 0.224
7         31           0 0.00     2 0.280 0.080
8         31           0 0.00     1 0.340 0.155
9         27           0 0.00     5 0.347 0.259
10        26           0 0.00     2 0.352 0.173

[1] "Total fpts: NA (123)"
         Lineup (9) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
2        Mike Leake  STL     P   7300 14.7     20.325000     6.699459
3   Yasmani Grandal  LAD     C   4500  5.0      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.0     12.600000    11.830952
5        Jed Lowrie  OAK    2B   3400  8.0      7.566667     6.896693
6     Justin Turner  LAD    3B   5100  0.0      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.0      8.548387     7.060872
8      Joc Pederson  LAD    OF   4900 12.0      6.187500     6.441726
9     David Peralta  ARI    OF   3700 22.0      8.384615     8.832109
10       Matt Joyce  OAK    OF   3200 14.0      5.333333     6.471789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          6         6.7 0.94    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         30         0.0 0.00     5 0.367 0.175
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9         26         0.0 0.00     2 0.352 0.173
10        24         0.0 0.00     8 0.256 0.128

[1] "Total fpts: NA (124)"
         Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2       Nick Pivetta <NA>  <NA>     NA    NA           NaN           NA
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4          Jay Bruce  NYM 1B/OF   4600  2.00     10.125000    10.594429
5        Neil Walker  NYM    2B   4300 26.00      6.500000     6.005374
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7   Asdrubal Cabrera  NYM    SS   4100  9.00      8.040000     7.485987
8   Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
9  Curtis Granderson  NYM    OF   3700  7.00      5.000000     6.371232
10        Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         25           0 0.00     5 0.353 0.194
4         32           0 0.00     3 0.402 0.307
5         32           0 0.00     4 0.288 0.129
6         30           0 0.00     3 0.414 0.119
7         25           0 0.00     2 0.323 0.122
8         21           0 0.00     1 0.451 0.315
9         28           0 0.00     5 0.208 0.130
10        13           0 0.00     6 0.303 0.185

[1] "Total fpts: NA (125)"
        Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3    Salvador Perez   KC     C   3400  3.00      7.533333     7.582800
4       Eric Hosmer   KC    1B   3700 10.00      6.906250     6.331485
5   Whit Merrifield   KC 2B/OF   3300  7.00      6.166667     7.164044
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
9      Brandon Moss   KC    OF   3200 14.00      5.227273     5.485321
10      Jorge Soler   KC    OF   3100  2.00      2.600000     2.966479
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         30           0 0.00     5 0.355 0.233
4         32           0 0.00     4 0.322 0.107
5         18           0 0.00     8 0.281 0.159
6         30           0 0.00     3 0.414 0.119
7         31           0 0.00     2 0.375 0.191
8         32           0 0.00     3 0.296 0.177
9         22           0 0.00     7 0.242 0.163
10         5           0 0.00     6 0.162 0.056

[1] "Total fpts: NA (126)"
        Lineup (31) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  11300 18.95     26.071429     9.335812
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3    Salvador Perez   KC    C   3400  3.00      7.533333     7.582800
4       Eric Hosmer   KC   1B   3700 10.00      6.906250     6.331485
5      Chris Taylor  LAD   2B   4400  4.00      9.166667     8.332121
6    Mike Moustakas   KC   3B   3600  7.00      7.518519     6.405349
7   Alcides Escobar   KC   SS   3000  0.00      3.562500     3.636176
8       Yasiel Puig  LAD   OF   5000  9.00      6.562500     7.487355
9      Lorenzo Cain   KC   OF   4000 17.00      8.000000     5.092252
10 Andrew McCutchen  PIT   OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         30           0 0.00     5 0.355 0.233
4         32           0 0.00     4 0.322 0.107
5         12           0 0.00     6 0.442 0.235
6         27           0 0.00     2 0.324 0.238
7         32           0 0.00     1 0.208 0.066
8         32           0 0.00     8 0.312 0.164
9         30           0 0.00     3 0.358 0.095
10        32           0 0.00     3 0.296 0.177

[1] "Total fpts: NA (127)"
        Lineup (33) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS    P   9700 16.1     17.614286     9.301690
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3   Yasmani Grandal  LAD    C   4500  5.0      7.400000     7.615773
4  Paul Goldschmidt  ARI   1B   5300  9.0     11.285714     8.719726
5       Chase Utley  LAD   2B   4500 14.0      3.785714     5.394849
6      David Freese  PIT   3B   3300  0.0      6.266667     5.188816
7      Jordy Mercer  PIT   SS   3100  5.0      5.064516     5.176456
8   Gregory Polanco  PIT   OF   4200 12.0      6.571429     5.959298
9  Andrew McCutchen  PIT   OF   3900  3.0      6.500000     6.247580
10       Jose Osuna  PIT   OF   3000  4.0      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.2 1.32    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         25         0.0 0.00     5 0.353 0.194
4         35         0.0 0.00     3 0.436 0.226
5         14         0.0 0.00     7 0.248 0.083
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: NA (128)"
        Lineup (39) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA    P   7900 29.1      9.725000     8.709578
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3     Chris Stewart  PIT    C   2400  2.0      4.142857     3.484660
4  Paul Goldschmidt  ARI   1B   5300  9.0     11.285714     8.719726
5      Chris Taylor  LAD   2B   4400  4.0      9.166667     8.332121
6         Jake Lamb  ARI   3B   4600 15.0      9.030303     7.178461
7      Corey Seager  LAD   SS   5500 12.0      8.548387     7.060872
8        AJ Pollock  ARI   OF   4500 17.0      9.838710     7.929257
9     Yasmany Tomas  ARI   OF   4100  7.0      8.777778     8.545504
10    David Peralta  ARI   OF   3700 22.0      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.4 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7         0.0 0.00     8 0.314 0.130
4         35         0.0 0.00     3 0.436 0.226
5         12         0.0 0.00     6 0.442 0.235
6         33         0.0 0.00     4 0.351 0.224
7         31         0.0 0.00     2 0.375 0.191
8         31         0.0 0.00     1 0.340 0.155
9         27         0.0 0.00     5 0.347 0.259
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: NA (129)"
        Lineup (68) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU    P   9500 29.1     18.308333     9.837196
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3      Stephen Vogt  OAK    C   3500  0.0      3.809524     4.589325
4  Paul Goldschmidt  ARI   1B   5300  9.0     11.285714     8.719726
5     Brandon Drury  ARI   2B   3700 26.0      6.966667     6.206133
6         Jake Lamb  ARI   3B   4600 15.0      9.030303     7.178461
7      Jordy Mercer  PIT   SS   3100  5.0      5.064516     5.176456
8       Yasiel Puig  LAD   OF   5000  9.0      6.562500     7.487355
9     Yasmany Tomas  ARI   OF   4100  7.0      8.777778     8.545504
10    David Peralta  ARI   OF   3700 22.0      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6           6 1.16    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         21           0 0.00     6 0.240 0.121
4         35           0 0.00     3 0.436 0.226
5         30           0 0.00     6 0.356 0.152
6         33           0 0.00     4 0.351 0.224
7         31           0 0.00     2 0.280 0.080
8         32           0 0.00     8 0.312 0.164
9         27           0 0.00     5 0.347 0.259
10        26           0 0.00     2 0.352 0.173

[1] "Total fpts: NA (130)"
        Lineup (69) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3   Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5   Whit Merrifield   KC 2B/OF   3300  7.00      6.166667     7.164044
6    Mike Moustakas   KC    3B   3600  7.00      7.518519     6.405349
7   Alcides Escobar   KC    SS   3000  0.00      3.562500     3.636176
8      Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9       Alex Gordon   KC    OF   3400  2.00      4.322581     3.727261
10     Brandon Moss   KC    OF   3200 14.00      5.227273     5.485321
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         25           0 0.00     5 0.353 0.194
4         15           0 0.00     4 0.447 0.373
5         18           0 0.00     8 0.281 0.159
6         27           0 0.00     2 0.324 0.238
7         32           0 0.00     1 0.208 0.066
8         16           0 0.00     1 0.304 0.099
9         31           0 0.00     9 0.228 0.042
10        22           0 0.00     7 0.242 0.163

[1] "Total fpts: NA (131)"
        Lineup (70) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Johnny Cueto   SF     P  12600 21.2     16.685714    11.150587
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3      Brian McCann  HOU     C   3400 21.0      8.478261     6.727620
4    Matt Carpenter  STL    1B   4500  2.0      9.222222     7.132447
5     Josh Harrison  PIT 2B/3B   3800  5.0      7.448276     6.962072
6      David Freese  PIT    3B   3300  0.0      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.0      5.064516     5.176456
8   Gregory Polanco  PIT    OF   4200 12.0      6.571429     5.959298
9  Andrew McCutchen  PIT    OF   3900  3.0      6.500000     6.247580
10    David Peralta  ARI    OF   3700 22.0      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.27    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         23         0.0 0.00     7 0.363 0.174
4         27         0.0 0.00     3 0.405 0.250
5         29         0.0 0.00     1 0.361 0.175
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        26         0.0 0.00     2 0.352 0.173

[1] "Total fpts: NA (132)"
        Lineup (71) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Nick Pivetta <NA>  <NA>     NA    NA           NaN           NA
3     Chris Stewart  PIT     C   2400  2.00      4.142857     3.484660
4  Paul Goldschmidt  ARI    1B   5300  9.00     11.285714     8.719726
5     Brandon Drury  ARI    2B   3700 26.00      6.966667     6.206133
6         Jake Lamb  ARI    3B   4600 15.00      9.030303     7.178461
7      Chris Owings  ARI OF/SS   4000  5.00      9.733333     9.490225
8       Yasiel Puig  LAD    OF   5000  9.00      6.562500     7.487355
9  Michael Conforto  NYM    OF   4300  0.00     12.190476     9.922797
10    Yasmany Tomas  ARI    OF   4100  7.00      8.777778     8.545504
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7           0 0.00     8 0.314 0.130
4         35           0 0.00     3 0.436 0.226
5         30           0 0.00     6 0.356 0.152
6         33           0 0.00     4 0.351 0.224
7         30           0 0.00     7 0.366 0.189
8         32           0 0.00     8 0.312 0.164
9         21           0 0.00     1 0.451 0.315
10        27           0 0.00     5 0.347 0.259

[1] "Total fpts: NA (133)"
        Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Nick Pivetta <NA>  <NA>     NA    NA           NaN           NA
3   Jonathan Lucroy  TEX     C   3600  6.00      5.458333     6.324412
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7      Elvis Andrus  TEX    SS   4200  0.00      7.794118     7.100062
8      Nomar Mazara  TEX    OF   4000  3.00      7.741935     8.465490
9     Shin-Soo Choo  TEX    OF   3900  2.00      7.741935     8.390343
10 Delino DeShields  TEX    OF   3600  5.00      6.578947     7.493077
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         24           0 0.00     4 0.298 0.110
4         15           0 0.00     4 0.447 0.373
5         29           0 0.00     1 0.361 0.175
6         30           0 0.00     3 0.414 0.119
7         34           0 0.00     2 0.338 0.175
8         31           0 0.00     3 0.308 0.161
9         31           0 0.00     1 0.352 0.152
10        19           0 0.00     9 0.259 0.073

[1] "Total fpts: NA (134)"
        Lineup (82) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3      Derek Norris   TB     C   3000  8.00      5.230769     5.523098
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6     Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Tim Beckham   TB    SS   3300  7.00      7.290323     8.821162
8   Corey Dickerson   TB    OF   3900  9.00      8.533333     6.484641
9      Colby Rasmus   TB    OF   3700  0.00     15.000000     9.919677
10  Kevin Kiermaier   TB    OF   3400  8.00      5.515152     6.200409
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         26           0 0.00     9 0.263 0.096
4         15           0 0.00     4 0.447 0.373
5         29           0 0.00     1 0.361 0.175
6         30           0 0.00     3 0.414 0.119
7         31           0 0.00     7 0.318 0.200
8         30           0 0.00     1 0.396 0.227
9          6           0 0.00     6 0.498 0.480
10        33           0 0.00     8 0.263 0.059

[1] "Total fpts: NA (135)"
       Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2   Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4    Anthony Rizzo  CHC    1B   4900  5.00      8.333333     7.774110
5      Ben Zobrist  CHC 2B/OF   4100  2.00      7.565217     5.868453
6      Kris Bryant  CHC    3B   4800    NA     10.774194     8.126950
7     Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8   Kyle Schwarber  CHC    OF   4300  2.00      7.000000     5.870395
9    Albert Almora  CHC    OF   3000  0.00      7.066667     5.897538
10      Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         7.0 0.92    NA 0.000 0.000
2          7         4.9 1.32    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         30         0.0 0.00     3 0.332 0.185
5         23         0.0 0.00     4 0.320 0.152
6         31         0.0 0.00     2 0.413 0.254
7         31         0.0 0.00     2 0.280 0.080
8         27         0.0 0.00     1 0.316 0.180
9         15         0.0 0.00     9 0.331 0.141
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: NA (136)"
       Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2     Nick Pivetta <NA>  <NA>     NA    NA           NaN           NA
3  Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4   Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5    Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6      Kyle Seager  SEA    3B   4100  3.00      6.833333     5.369668
7      Jean Segura  SEA    SS   4500  3.00     11.363636     7.828796
8      Nelson Cruz  SEA    OF   4600  0.00     10.322581     7.875646
9        Ben Gamel  SEA    OF   3800  0.00     10.928571    10.410529
10    Jarrod Dyson  SEA    OF   3200  5.00      6.466667     5.097216
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         25           0 0.00     5 0.353 0.194
4         15           0 0.00     4 0.447 0.373
5         29           0 0.00     1 0.361 0.175
6         30           0 0.00     4 0.337 0.116
7         22           0 0.00     1 0.404 0.147
8         31           0 0.00     3 0.425 0.265
9         14           0 0.00     2 0.443 0.208
10        30           0 0.00     9 0.260 0.056

[1] "Total fpts: NA (137)"
        Lineup (92) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA     P   7900 29.1      9.725000     8.709578
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3   Yasmani Grandal  LAD     C   4500  5.0      7.400000     7.615773
4  Paul Goldschmidt  ARI    1B   5300  9.0     11.285714     8.719726
5     Brandon Drury  ARI    2B   3700 26.0      6.966667     6.206133
6         Jake Lamb  ARI    3B   4600 15.0      9.030303     7.178461
7      Chris Owings  ARI OF/SS   4000  5.0      9.733333     9.490225
8      Joc Pederson  LAD    OF   4900 12.0      6.187500     6.441726
9     Yasmany Tomas  ARI    OF   4100  7.0      8.777778     8.545504
10       Jose Osuna  PIT    OF   3000  4.0      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.4 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         25         0.0 0.00     5 0.353 0.194
4         35         0.0 0.00     3 0.436 0.226
5         30         0.0 0.00     6 0.356 0.152
6         33         0.0 0.00     4 0.351 0.224
7         30         0.0 0.00     7 0.366 0.189
8         16         0.0 0.00     1 0.304 0.099
9         27         0.0 0.00     5 0.347 0.259
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: NA (138)"
       Lineup (101) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3     Tyler Flowers  ATL     C   3200 27.00      6.647059     5.110543
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Chris Taylor  LAD    2B   4400  4.00      9.166667     8.332121
6     Adonis Garcia  ATL    3B   3400  0.00      6.482759     5.859185
7    Dansby Swanson  ATL    SS   3300  7.00      4.714286     4.767616
8         Matt Kemp  ATL    OF   4100  8.00     10.700000    11.169036
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10    Nick Markakis  ATL    OF   3600 10.00      6.766667     4.469694
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         17           0 0.00     7 0.404 0.033
4         15           0 0.00     4 0.447 0.373
5         12           0 0.00     6 0.442 0.235
6         29           0 0.00     6 0.265 0.121
7         28           0 0.00     8 0.220 0.063
8         20           0 0.00     4 0.417 0.300
9         32           0 0.00     3 0.296 0.177
10        30           0 0.00     5 0.339 0.110

[1] "Total fpts: NA (139)"
       Lineup (104) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA     P   7900 29.1      9.725000     8.709578
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3     Yadier Molina  STL     C   3600  3.0      5.730769     4.266687
4    Matt Carpenter  STL    1B   4500  2.0      9.222222     7.132447
5       Jedd Gyorko  STL 2B/3B   4400  2.0     10.727273     9.061598
6     Justin Turner  LAD    3B   5100  0.0      7.900000     4.880291
7      Aledmys Diaz  STL    SS   4300  6.0      7.444444     9.312247
8       Yasiel Puig  LAD    OF   5000  9.0      6.562500     7.487355
9     Jose Bautista  TOR    OF   4300 16.0      6.343750     6.418770
10       Tommy Pham  STL    OF   3400  0.0     14.600000    16.440803
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.4 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         26         0.0 0.00     5 0.297 0.087
4         27         0.0 0.00     3 0.405 0.250
5         22         0.0 0.00     4 0.456 0.301
6         30         0.0 0.00     3 0.414 0.119
7         27         0.0 0.00     6 0.295 0.158
8         32         0.0 0.00     8 0.312 0.164
9         32         0.0 0.00     3 0.262 0.105
10         5         0.0 0.00     2 0.580 0.500

[1] "Total fpts: NA (140)"
        Lineup (106) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Tanner Roark <NA>  <NA>     NA    NA     16.050000     3.744329
2          Alex Cobb   TB     P   7400 18.05     12.650000     8.418828
3    Yasmani Grandal  LAD     C   4500  5.00      7.400000     7.615773
4     Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5  Yangervis Solarte   SD    2B   3500  6.00      6.205882     5.677064
6      Justin Turner  LAD    3B   5100  0.00      7.900000     4.880291
7       Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8       Joc Pederson  LAD    OF   4900 12.00      6.187500     6.441726
9       Craig Gentry  BAL    OF   2900  0.00      7.250000     8.680849
10      Willy Garcia  CWS    OF   2500  5.00      3.750000     2.217356
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7          NA   NA    NA    NA    NA
2          7         6.1 1.28    NA 0.000 0.000
3         25         0.0 0.00     5 0.353 0.194
4         15         0.0 0.00     4 0.447 0.373
5         34         0.0 0.00     4 0.317 0.116
6         30         0.0 0.00     3 0.414 0.119
7         31         0.0 0.00     2 0.375 0.191
8         16         0.0 0.00     1 0.304 0.099
9          8         0.0 0.00     9 0.253 0.114
10         4         0.0 0.00     9 0.259 0.059

[1] "Total fpts: NA (141)"
       Lineup (109) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tanner Roark <NA>  <NA>     NA    NA     16.050000     3.744329
2   Miguel Gonzalez  CWS     P   8000 -1.95     15.675000    13.044989
3      Stephen Vogt  OAK     C   3500  0.00      3.809524     4.589325
4     Anthony Rizzo  CHC    1B   4900  5.00      8.333333     7.774110
5     Josh Harrison  PIT 2B/3B   3800  5.00      7.448276     6.962072
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8        Mike Trout  LAA    OF   5300 16.00     11.107143     5.711193
9   Gregory Polanco  PIT    OF   4200 12.00      6.571429     5.959298
10 Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7          NA   NA    NA    NA    NA
2          6         6.6 1.29    NA 0.000 0.000
3         21         0.0 0.00     6 0.240 0.121
4         30         0.0 0.00     3 0.332 0.185
5         29         0.0 0.00     1 0.361 0.175
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         28         0.0 0.00     2 0.460 0.333
9         28         0.0 0.00     4 0.312 0.120
10        32         0.0 0.00     3 0.296 0.177

[1] "Total fpts: NA (142)"
       Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3     Chris Stewart  PIT     C   2400  2.00      4.142857     3.484660
4      Trey Mancini  BAL 1B/OF   3700  3.00     10.055556    11.211718
5   Jonathan Schoop  BAL    2B   3500  3.00      7.870968     5.277259
6     Manny Machado  BAL    3B   4700  3.00      8.666667     7.967381
7      Corey Seager  LAD    SS   5500 12.00      8.548387     7.060872
8        Adam Jones  BAL    OF   4200  3.00      7.333333     6.367234
9       Mark Trumbo  BAL    OF   3900  5.00      6.878788     6.922597
10       Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7           0 0.00     8 0.314 0.130
4         18           0 0.00     6 0.397 0.352
5         31           0 0.00     5 0.378 0.232
6         33           0 0.00     3 0.342 0.250
7         31           0 0.00     2 0.375 0.191
8         33           0 0.00     2 0.317 0.139
9         33           0 0.00     4 0.286 0.119
10        13           0 0.00     6 0.303 0.185

[1] "Total fpts: NA (143)"
       Lineup (113) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  11300 18.95     26.071429     9.335812
2      Nick Pivetta <NA> <NA>     NA    NA           NaN           NA
3      Jason Castro  MIN    C   3100  3.00      4.722222     5.539224
4         Joe Mauer  MIN   1B   3700  3.00      6.818182     4.991768
5      Brian Dozier  MIN   2B   4700  3.00      8.913043     6.612062
6       Miguel Sano  MIN   3B   4500 16.00     11.192308     9.256432
7      Corey Seager  LAD   SS   5500 12.00      8.548387     7.060872
8  Michael Conforto  NYM   OF   4300  0.00     12.190476     9.922797
9      Byron Buxton  MIN   OF   3900  0.00      5.636364     5.728338
10    David Peralta  ARI   OF   3700 22.00      8.384615     8.832109
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         18           0 0.00     8 0.297 0.154
4         22           0 0.00     2 0.296 0.105
5         23           0 0.00     1 0.328 0.184
6         26           0 0.00     3 0.462 0.363
7         31           0 0.00     2 0.375 0.191
8         21           0 0.00     1 0.451 0.315
9         22           0 0.00     9 0.246 0.090
10        26           0 0.00     2 0.352 0.173

[1] "Total fpts: NA (144)"
       Lineup (118) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU    P   9500 29.1     18.308333     9.837196
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3      Stephen Vogt  OAK    C   3500  0.0      3.809524     4.589325
4        Lucas Duda  NYM   1B   3900  5.0      9.090909    11.246818
5        Jed Lowrie  OAK   2B   3400  8.0      7.566667     6.896693
6    Trevor Plouffe  OAK   3B   3800  5.0      6.071429     6.079282
7      Corey Seager  LAD   SS   5500 12.0      8.548387     7.060872
8       Yasiel Puig  LAD   OF   5000  9.0      6.562500     7.487355
9       Khris Davis  OAK   OF   4200  0.0      7.516129     7.680586
10       Matt Joyce  OAK   OF   3200 14.0      5.333333     6.471789
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6           6 1.16    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         21           0 0.00     6 0.240 0.121
4         11           0 0.00     7 0.393 0.333
5         30           0 0.00     5 0.367 0.175
6         28           0 0.00     7 0.302 0.171
7         31           0 0.00     2 0.375 0.191
8         32           0 0.00     8 0.312 0.164
9         31           0 0.00     4 0.352 0.275
10        24           0 0.00     8 0.256 0.128

[1] "Total fpts: NA (145)"
      Lineup (119) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD    P  11300 18.95     26.071429     9.335812
2     Nick Pivetta <NA> <NA>     NA    NA           NaN           NA
3      Evan Gattis  HOU    C   3900  2.00      7.947368     6.275824
4        Josh Bell  PIT   1B   3400 18.00      6.642857     7.181325
5      Jose Altuve  HOU   2B   5100  6.00      9.966667     8.176853
6    Justin Turner  LAD   3B   5100  0.00      7.900000     4.880291
7    Carlos Correa  HOU   SS   4900 10.00      8.333333     6.686751
8  George Springer  HOU   OF   4600  7.00      8.785714     7.020379
9   Carlos Beltran  HOU   OF   3600  3.00      6.214286     6.130417
10      Jose Osuna  PIT   OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         19           0 0.00     5 0.369 0.194
4         28           0 0.00     7 0.324 0.187
5         30           0 0.00     3 0.362 0.167
6         30           0 0.00     3 0.414 0.119
7         30           0 0.00     4 0.364 0.202
8         28           0 0.00     1 0.346 0.215
9         28           0 0.00     2 0.292 0.136
10        13           0 0.00     6 0.303 0.185

[1] "Total fpts: NA (146)"
        Lineup (122) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Shoemaker  LAA     P   7900 29.1      9.725000     8.709578
2   Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3       Stephen Vogt  OAK     C   3500  0.0      3.809524     4.589325
4          Jay Bruce  NYM 1B/OF   4600  2.0     10.125000    10.594429
5        Neil Walker  NYM    2B   4300 26.0      6.500000     6.005374
6      Manny Machado  BAL    3B   4700  3.0      8.666667     7.967381
7   Asdrubal Cabrera  NYM    SS   4100  9.0      8.040000     7.485987
8        Yasiel Puig  LAD    OF   5000  9.0      6.562500     7.487355
9   Michael Conforto  NYM    OF   4300  0.0     12.190476     9.922797
10 Curtis Granderson  NYM    OF   3700  7.0      5.000000     6.371232
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.4 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         21         0.0 0.00     6 0.240 0.121
4         32         0.0 0.00     3 0.402 0.307
5         32         0.0 0.00     4 0.288 0.129
6         33         0.0 0.00     3 0.342 0.250
7         25         0.0 0.00     2 0.323 0.122
8         32         0.0 0.00     8 0.312 0.164
9         21         0.0 0.00     1 0.451 0.315
10        28         0.0 0.00     5 0.208 0.130

[1] "Total fpts: NA (147)"
       Lineup (132) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2      Nick Pivetta <NA>  <NA>     NA    NA           NaN           NA
3        Sandy Leon  BOS     C   3300 11.00      7.187500    10.894762
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5    Dustin Pedroia  BOS    2B   4300  0.00      7.037037     5.605502
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7   Xander Bogaerts  BOS    SS   4700 10.00      8.740741     5.667672
8      Mookie Betts  BOS    OF   5200  0.00      9.379310    10.062000
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10   Jackie Bradley  BOS    OF   3800  0.00      5.235294     6.694489
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         16           0 0.00     8 0.288 0.200
4         15           0 0.00     4 0.447 0.373
5         27           0 0.00     2 0.339 0.104
6         15           0 0.00     5 0.411 0.214
7         27           0 0.00     3 0.367 0.086
8         29           0 0.00     1 0.399 0.221
9         32           0 0.00     3 0.296 0.177
10        17           0 0.00     9 0.245 0.121

[1] "Total fpts: NA (148)"
       Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  11300 18.95     26.071429     9.335812
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3      Jason Castro  MIN     C   3100  3.00      4.722222     5.539224
4    Cody Bellinger  LAD 1B/OF   4900 18.00     12.600000    11.830952
5      Brian Dozier  MIN    2B   4700  3.00      8.913043     6.612062
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7     Jorge Polanco  MIN    SS   3700  5.00      6.720000     4.686150
8      Byron Buxton  MIN    OF   3900  0.00      5.636364     5.728338
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10    Eddie Rosario  MIN    OF   3500  0.00      6.384615     5.154236
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7           7 0.92    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         18           0 0.00     8 0.297 0.154
4         15           0 0.00     4 0.447 0.373
5         23           0 0.00     1 0.328 0.184
6         15           0 0.00     5 0.411 0.214
7         25           0 0.00     7 0.294 0.094
8         22           0 0.00     9 0.246 0.090
9         32           0 0.00     3 0.296 0.177
10        26           0 0.00     6 0.300 0.135

[1] "Total fpts: NA (149)"
       Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Tanner Roark <NA>  <NA>     NA    NA     16.050000     3.744329
2    Jhoulys Chacin   SD     P   6600 16.85     11.528571    14.487749
3      Gary Sanchez  NYY     C   4500  0.00      7.545455     7.633658
4         Jay Bruce  NYM 1B/OF   4600  2.00     10.125000    10.594429
5       Neil Walker  NYM    2B   4300 26.00      6.500000     6.005374
6      David Freese  PIT    3B   3300  0.00      6.266667     5.188816
7      Jordy Mercer  PIT    SS   3100  5.00      5.064516     5.176456
8   Gregory Polanco  PIT    OF   4200 12.00      6.571429     5.959298
9  Andrew McCutchen  PIT    OF   3900  3.00      6.500000     6.247580
10       Jose Osuna  PIT    OF   3000  4.00      6.769231     8.176734
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7          NA   NA    NA    NA    NA
2          7         4.9 1.32    NA 0.000 0.000
3         11         0.0 0.00     2 0.349 0.143
4         32         0.0 0.00     3 0.402 0.307
5         32         0.0 0.00     4 0.288 0.129
6         15         0.0 0.00     5 0.411 0.214
7         31         0.0 0.00     2 0.280 0.080
8         28         0.0 0.00     4 0.312 0.120
9         32         0.0 0.00     3 0.296 0.177
10        13         0.0 0.00     6 0.303 0.185

[1] "Total fpts: NA (150)"
       Lineup (150) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU    P   9500 29.1     18.308333     9.837196
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3     Chris Stewart  PIT    C   2400  2.0      4.142857     3.484660
4   Freddie Freeman  ATL   1B   4700 11.0     12.600000    10.695149
5  Brandon Phillips  ATL   2B   3600 11.0      7.040000     7.502666
6     Adonis Garcia  ATL   3B   3400  0.0      6.482759     5.859185
7      Corey Seager  LAD   SS   5500 12.0      8.548387     7.060872
8      Joc Pederson  LAD   OF   4900 12.0      6.187500     6.441726
9         Matt Kemp  ATL   OF   4100  8.0     10.700000    11.169036
10    Nick Markakis  ATL   OF   3600 10.0      6.766667     4.469694
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6           6 1.16    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3          7           0 0.00     8 0.314 0.130
4         30           0 0.00     3 0.494 0.407
5         25           0 0.00     2 0.318 0.108
6         29           0 0.00     6 0.265 0.121
7         31           0 0.00     2 0.375 0.191
8         16           0 0.00     1 0.304 0.099
9         20           0 0.00     4 0.417 0.300
10        30           0 0.00     5 0.339 0.110



***********************************************************************************************
Contest 22: 2017-05-17 $55.00entry_MLB$250KFullCount
***********************************************************************************************
[1] "PnL: -5245"

[1] "Total fpts: 138.85 (1)"
      Lineup (39) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2     Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4   Anthony Rizzo  CHC  1B   4400  7.00      8.352941     7.710215
5  Starlin Castro  NYY  2B   4300 21.00      9.529412     7.532698
6   Chase Headley  NYY  3B   3400  9.00      8.096774     5.974138
7  Didi Gregorius  NYY  SS   3600 14.00      8.071429     6.232227
8     Aaron Judge  NYY  OF   4900 11.00     12.531250    10.791228
9  Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10    Aaron Hicks  NYY  OF   3600 23.00     13.000000     9.877022
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         34         0.0 0.00     3 0.344 0.190
5         34         0.0 0.00     4 0.395 0.193
6         31         0.0 0.00     6 0.337 0.158
7         14         0.0 0.00     7 0.356 0.113
8         32         0.0 0.00     5 0.473 0.420
9         31         0.0 0.00     1 0.310 0.181
10        19         0.0 0.00     8 0.443 0.268

[1] "Total fpts: 132.85 (2)"
        Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Martin Maldonado  LAA   C   2400 14.00      5.161290     4.719440
4     Albert Pujols  LAA  1B   3600 14.00      6.888889     6.003703
5    Danny Espinosa  LAA  2B   3000 18.00      5.387097     6.296440
6       Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7   Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8        Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9    Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10   Cameron Maybin  LAA  OF   3600 15.00      7.451613     6.840267
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         31         0.0 0.00     9 0.315 0.110
4         36         0.0 0.00     3 0.274 0.120
5         31         0.0 0.00     8 0.225 0.132
6         32         0.0 0.00     2 0.418 0.254
7         30         0.0 0.00     6 0.290 0.147
8         33         0.0 0.00     2 0.486 0.391
9         31         0.0 0.00     1 0.310 0.181
10        31         0.0 0.00     1 0.295 0.086

[1] "Total fpts: 132.6 (3)"
       Lineup (84) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2   Jhoulys Chacin   SD   P   7100 27.35     12.193750    13.544357
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Mike Napoli  TEX  1B   3900  6.00      6.555556     8.216515
5     Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6       Joey Gallo  TEX  3B   4400  9.00      8.864865     8.762807
7      Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8   Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
9    Jose Bautista  TOR  OF   4400 24.00      7.162162     6.906171
10    Nomar Mazara  TEX  OF   4000 11.00      8.057143     8.213844
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     6 0.271 0.204
5         39         0.0 0.00     5 0.273 0.168
6         37         0.0 0.00     7 0.347 0.331
7         23         0.0 0.00     1 0.311 0.177
8         34         0.0 0.00     1 0.287 0.090
9         37         0.0 0.00     3 0.291 0.148
10        35         0.0 0.00     3 0.328 0.179

[1] "Total fpts: 130.05 (4)"
      Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4     Chris Carter  NYY  1B   3600  7.00      5.764706     6.129125
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6    Chase Headley  NYY  3B   3400  9.00      8.096774     5.974138
7   Didi Gregorius  NYY  SS   3600 14.00      8.071429     6.232227
8       Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9      Aaron Judge  NYY  OF   4900 11.00     12.531250    10.791228
10     Aaron Hicks  NYY  OF   3600 23.00     13.000000     9.877022
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         17         0.0 0.00     9 0.311 0.149
5          0         0.0 0.00     4 0.631 0.700
6         31         0.0 0.00     6 0.337 0.158
7         14         0.0 0.00     7 0.356 0.113
8         33         0.0 0.00     2 0.486 0.391
9         32         0.0 0.00     5 0.473 0.420
10        19         0.0 0.00     8 0.443 0.268

[1] "Total fpts: 130 (5)"
      Lineup (68) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2     Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Salvador Perez   KC   C   3400 16.00      7.151515     7.374454
4     Eric Hosmer   KC  1B   3700  7.00      7.222222     6.123076
5    Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6  Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7     Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8    Lorenzo Cain   KC  OF   3900  8.00      8.029412     5.219342
9     Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10    Jorge Soler   KC  OF   3400  5.00      5.111111     5.085382
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         36         0.0 0.00     4 0.341 0.117
5         39         0.0 0.00     5 0.273 0.168
6         31         0.0 0.00     2 0.324 0.236
7         31         0.0 0.00     2 0.431 0.244
8         34         0.0 0.00     3 0.358 0.099
9         34         0.0 0.00     4 0.345 0.268
10         9         0.0 0.00     6 0.305 0.167

[1] "Total fpts: 128.65 (6)"
      Lineup (31) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2  Jhoulys Chacin   SD   P   7100 27.35     12.193750    13.544357
3  Salvador Perez   KC   C   3400 16.00      7.151515     7.374454
4      Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5   Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6  Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7     Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8    Mookie Betts  BOS  OF   5300 11.00      9.757576    10.009465
9  Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
10    Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         37         0.0 0.00     3 0.423 0.304
5         32         0.0 0.00     4 0.401 0.218
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         33         0.0 0.00     1 0.388 0.243
9         34         0.0 0.00     1 0.287 0.090
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: 128.1 (7)"
       Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
2   Jhoulys Chacin   SD   P   7100 27.35     12.193750    13.544357
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Mike Napoli  TEX  1B   3900  6.00      6.555556     8.216515
5     Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6   Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7     Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8       Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9     Mookie Betts  BOS  OF   5300 11.00      9.757576    10.009465
10    Nomar Mazara  TEX  OF   4000 11.00      8.057143     8.213844
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.06    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     6 0.271 0.204
5         39         0.0 0.00     5 0.273 0.168
6         31         0.0 0.00     2 0.324 0.236
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     2 0.486 0.391
9         33         0.0 0.00     1 0.388 0.243
10        35         0.0 0.00     3 0.328 0.179

[1] "Total fpts: 128 (8)"
      Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Fulmer  DET     P  11200 15.75     21.700000     9.200380
2  Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
3  Salvador Perez   KC     C   3400 16.00      7.151515     7.374454
4      Joey Votto  CIN    1B   4700  6.00     10.810811     7.676942
5     Ben Zobrist  CHC 2B/OF   3600 12.00      7.333333     5.850802
6  Eugenio Suarez  CIN    3B   3600  9.00      8.970588     8.604035
7     Zack Cozart  CIN    SS   3600 24.00      9.483871     6.360665
8     Adam Duvall  CIN    OF   3900 10.00      8.735294     8.757019
9  Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10 Scott Schebler  CIN    OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         37         0.0 0.00     3 0.423 0.304
5         24         0.0 0.00     5 0.320 0.147
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         34         0.0 0.00     4 0.345 0.268
9         31         0.0 0.00     1 0.310 0.181
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: 127 (9)"
      Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3  Jonathan Lucroy  TEX     C   3900 11.00      5.555556     6.034091
4    Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5   Starlin Castro  NYY    2B   4300 21.00      9.529412     7.532698
6    Chase Headley  NYY    3B   3400  9.00      8.096774     5.974138
7   Didi Gregorius  NYY    SS   3600 14.00      8.071429     6.232227
8      Aaron Judge  NYY    OF   4900 11.00     12.531250    10.791228
9   Billy Hamilton  CIN    OF   4400 10.00     10.117647     8.970540
10  Odubel Herrera  PHI    OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         27         0.0 0.00     3 0.378 0.221
5         34         0.0 0.00     4 0.395 0.193
6         31         0.0 0.00     6 0.337 0.158
7         14         0.0 0.00     7 0.356 0.113
8         32         0.0 0.00     5 0.473 0.420
9         34         0.0 0.00     1 0.287 0.090
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: 125.55 (10)"
       Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2    Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3  Martin Maldonado  LAA   C   2400 14.00      5.161290     4.719440
4           CJ Cron  LAA  1B   3600  7.00      4.000000     3.777124
5    Danny Espinosa  LAA  2B   3000 18.00      5.387097     6.296440
6       Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7       Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8        Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9       Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10   Cameron Maybin  LAA  OF   3600 15.00      7.451613     6.840267
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         31         0.0 0.00     9 0.315 0.110
4         16         0.0 0.00     7 0.236 0.043
5         31         0.0 0.00     8 0.225 0.132
6         32         0.0 0.00     2 0.418 0.254
7         23         0.0 0.00     1 0.311 0.177
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     4 0.345 0.268
10        31         0.0 0.00     1 0.295 0.086

[1] "Total fpts: 125 (11)"
        Lineup (46) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3   Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4        Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5   Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6    Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7      Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8     Shin-Soo Choo  TEX  OF   4300 17.00      7.454545     8.208574
9      Nomar Mazara  TEX  OF   4000 11.00      8.057143     8.213844
10 Delino DeShields  TEX  OF   3700 14.00      6.913043     7.159946
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         37         0.0 0.00     3 0.423 0.304
5         31         0.0 0.00     1 0.361 0.143
6         31         0.0 0.00     2 0.324 0.236
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     1 0.339 0.143
9         35         0.0 0.00     3 0.328 0.179
10        23         0.0 0.00     9 0.276 0.062

[1] "Total fpts: 125 (12)"
        Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3      Gary Sanchez  NYY   C   4600 10.00      8.571429     8.345559
4      Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5      Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6     Maikel Franco  PHI  3B   3900  5.00      7.533333     7.726949
7       Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8     Aaron Altherr  PHI  OF   4200  7.00     11.150000     9.016213
9    Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
10 Michael Saunders  PHI  OF   3600 19.00      7.037037     6.716693
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         26         0.0 0.00     4 0.336 0.186
5         39         0.0 0.00     5 0.273 0.168
6         30         0.0 0.00     6 0.286 0.152
7         31         0.0 0.00     2 0.431 0.244
8         20         0.0 0.00     3 0.441 0.341
9         30         0.0 0.00     2 0.307 0.136
10        27         0.0 0.00     5 0.296 0.141

[1] "Total fpts: 124.85 (13)"
          Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2         Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Francisco Cervelli  PIT   C   3500  6.00      6.333333     5.449065
4           Josh Bell  PIT  1B   3400 18.00      7.375000     7.259032
5            Ian Happ  CHC  2B   2700  4.00           NaN           NA
6        David Freese  PIT  3B   3200  4.00      5.611111     5.019244
7        Jordy Mercer  PIT  SS   2900  3.00      5.028571     4.889880
8          Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9    Andrew McCutchen  PIT  OF   3900 24.00      6.638889     6.490225
10     Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     6 0.312 0.182
4         32         0.0 0.00     5 0.351 0.235
5          0         0.0 0.00     4 0.631 0.700
6         18         0.0 0.00     4 0.369 0.179
7         35         0.0 0.00     7 0.280 0.071
8         33         0.0 0.00     2 0.486 0.391
9         36         0.0 0.00     3 0.292 0.184
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: 124 (14)"
        Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2        Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3     Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4     Mitch Moreland  BOS  1B   3400 12.00      6.735294     6.634660
5     Dustin Pedroia  BOS  2B   3800  4.00      6.677419     5.387560
6      Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7    Xander Bogaerts  BOS  SS   4300 22.00      8.612903     5.426340
8     Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
9  Andrew Benintendi  BOS  OF   4400  2.00      8.088235     7.948195
10    Jackie Bradley  BOS  OF   3700 21.00      5.714286     7.205157
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         34         0.0 0.00     5 0.343 0.158
5         31         0.0 0.00     2 0.325 0.100
6         37         0.0 0.00     3 0.334 0.225
7         31         0.0 0.00     3 0.366 0.092
8         34         0.0 0.00     1 0.287 0.090
9         34         0.0 0.00     4 0.351 0.152
10        21         0.0 0.00     6 0.268 0.150

[1] "Total fpts: 122.85 (15)"
      Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2     Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3    Gary Sanchez  NYY   C   4600 10.00      8.571429     8.345559
4    Chris Carter  NYY  1B   3600  7.00      5.764706     6.129125
5        Ian Happ  CHC  2B   2700  4.00           NaN           NA
6     Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7  Didi Gregorius  NYY  SS   3600 14.00      8.071429     6.232227
8   Brett Gardner  NYY  OF   4300 17.00     10.206897     9.871964
9  Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10    Aaron Hicks  NYY  OF   3600 23.00     13.000000     9.877022
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         17         0.0 0.00     9 0.311 0.149
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         14         0.0 0.00     7 0.356 0.113
8         29         0.0 0.00     1 0.365 0.223
9         31         0.0 0.00     1 0.310 0.181
10        19         0.0 0.00     8 0.443 0.268

[1] "Total fpts: 122 (16)"
       Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
2       Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3     Yadier Molina  STL     C   3200  7.00      6.500000     6.044376
4    Matt Carpenter  STL    1B   4300  2.00      8.838710     7.188402
5       Jedd Gyorko  STL 2B/3B   4100  6.00     10.000000     8.694826
6    Mike Moustakas   KC    3B   3400 10.00      7.774194     6.432779
7      Aledmys Diaz  STL    SS   3800  7.00      7.032258     8.784395
8        Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9    Billy Hamilton  CIN    OF   4400 10.00     10.117647     8.970540
10 Magneuris Sierra  STL    OF   3400 15.00      8.400000     3.361547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         30         0.0 0.00     5 0.311 0.126
4         31         0.0 0.00     3 0.389 0.248
5         26         0.0 0.00     4 0.432 0.287
6         31         0.0 0.00     2 0.324 0.236
7         31         0.0 0.00     6 0.299 0.142
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     1 0.287 0.090
10         5         0.0 0.00     7 0.367 0.000

[1] "Total fpts: 121.45 (17)"
      Lineup (104) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2   Jhoulys Chacin   SD     P   7100 27.35     12.193750    13.544357
3     Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4    Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5   Starlin Castro  NYY    2B   4300 21.00      9.529412     7.532698
6   Eugenio Suarez  CIN    3B   3600  9.00      8.970588     8.604035
7  Addison Russell  CHC    SS   3300  4.00      7.700000     7.584694
8      Aaron Judge  NYY    OF   4900 11.00     12.531250    10.791228
9    Brett Gardner  NYY    OF   4300 17.00     10.206897     9.871964
10  Odubel Herrera  PHI    OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         27         0.0 0.00     3 0.378 0.221
5         34         0.0 0.00     4 0.395 0.193
6         34         0.0 0.00     5 0.378 0.221
7         30         0.0 0.00     6 0.290 0.147
8         32         0.0 0.00     5 0.473 0.420
9         29         0.0 0.00     1 0.365 0.223
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: 118.5 (18)"
      Lineup (88) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2     Gerrit Cole  PIT    P   8600 20.75     17.914286    10.304761
3    James McCann  DET    C   3000  5.00      6.619048     8.114655
4      Alex Avila  DET 1B/C   3500  9.00      9.642857     8.731967
5        Ian Happ  CHC   2B   2700  4.00           NaN           NA
6     Kris Bryant  CHC   3B   5100  2.00     10.875000     8.015107
7   Jose Iglesias  DET   SS   2600  0.00      6.280000     6.528910
8      Mike Trout  LAA   OF   5600 20.00     12.333333     6.464647
9    Justin Upton  DET   OF   4100  5.00      9.266667     7.705499
10  Tyler Collins  DET   OF   3100 37.00      5.761905     7.334199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         21         0.0 0.00     8 0.316 0.253
4         14         0.0 0.00     6 0.479 0.278
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         25         0.0 0.00     9 0.239 0.114
8         33         0.0 0.00     2 0.486 0.391
9         30         0.0 0.00     5 0.380 0.256
10        21         0.0 0.00     7 0.269 0.093

[1] "Total fpts: 118.5 (19)"
       Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET   P  11200 15.75     21.700000     9.200380
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3   Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Justin Smoak  TOR  1B   4200 16.00      8.656250     9.132040
5      Devon Travis  TOR  2B   3700  7.00      5.724138     6.447018
6    Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7        Ryan Goins  TOR  SS   2900  0.00      5.259259     6.260945
8     Jose Bautista  TOR  OF   4400 24.00      7.162162     6.906171
9       Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10 Ezequiel Carrera  TOR  OF   3500  5.00      7.090909     6.140491
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         32         0.0 0.00     4 0.379 0.258
5         29         0.0 0.00     5 0.252 0.138
6         34         0.0 0.00     5 0.378 0.221
7         27         0.0 0.00     6 0.265 0.132
8         37         0.0 0.00     3 0.291 0.148
9         34         0.0 0.00     4 0.345 0.268
10        22         0.0 0.00     2 0.320 0.128

[1] "Total fpts: 118 (20)"
      Lineup (106) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3   Salvador Perez   KC     C   3400 16.00      7.151515     7.374454
4      Eric Hosmer   KC    1B   3700  7.00      7.222222     6.123076
5  Whit Merrifield   KC 2B/OF   3200 14.00      6.272727     6.511395
6    Manny Machado  BAL    3B   4800  0.00      8.405405     7.736851
7     Elvis Andrus  TEX    SS   4000  6.00      7.973684     7.416151
8       Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9      Jorge Soler   KC    OF   3400  5.00      5.111111     5.085382
10    Brandon Moss   KC    OF   3200  5.00      6.200000     5.802298
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         36         0.0 0.00     4 0.341 0.117
5         22         0.0 0.00     8 0.291 0.145
6         37         0.0 0.00     3 0.334 0.225
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     2 0.486 0.391
9          9         0.0 0.00     6 0.305 0.167
10        25         0.0 0.00     7 0.277 0.217

[1] "Total fpts: 117.85 (21)"
        Lineup (2) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3   Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4       Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6   Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7      Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8   Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
9      Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10  Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         37         0.0 0.00     3 0.423 0.304
5         31         0.0 0.00     1 0.361 0.143
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         34         0.0 0.00     1 0.287 0.090
9         34         0.0 0.00     4 0.345 0.268
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: 117.5 (22)"
       Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET   P  11200 15.75     21.700000     9.200380
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3   Salvador Perez   KC   C   3400 16.00      7.151515     7.374454
4      Eric Hosmer   KC  1B   3700  7.00      7.222222     6.123076
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6   Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7  Alcides Escobar   KC  SS   2700  7.00      3.583333     3.651810
8       Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9     Lorenzo Cain   KC  OF   3900  8.00      8.029412     5.219342
10  Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         36         0.0 0.00     4 0.341 0.117
5          0         0.0 0.00     4 0.631 0.700
6         31         0.0 0.00     2 0.324 0.236
7         36         0.0 0.00     1 0.200 0.057
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     3 0.358 0.099
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: 116.4 (23)"
     Lineup (114) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.1     21.400000    10.653169
2   Rick Porcello  BOS     P   9000 10.3     17.425000     8.628317
3  Miguel Montero  CHC     C   3000  8.0      9.300000     8.246885
4    Chris Carter  NYY    1B   3600  7.0      5.764706     6.129125
5     Ben Zobrist  CHC 2B/OF   3600 12.0      7.333333     5.850802
6   Chase Headley  NYY    3B   3400  9.0      8.096774     5.974138
7  Didi Gregorius  NYY    SS   3600 14.0      8.071429     6.232227
8    Bryce Harper  WSH    OF   5700  0.0     14.200000    11.287466
9   Brett Gardner  NYY    OF   4300 17.0     10.206897     9.871964
10    Aaron Hicks  NYY    OF   3600 23.0     13.000000     9.877022
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         17         0.0 0.00     9 0.311 0.149
5         24         0.0 0.00     5 0.320 0.147
6         31         0.0 0.00     6 0.337 0.158
7         14         0.0 0.00     7 0.356 0.113
8         30         0.0 0.00     3 0.521 0.368
9         29         0.0 0.00     1 0.365 0.223
10        19         0.0 0.00     8 0.443 0.268

[1] "Total fpts: 116.05 (24)"
       Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2     Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3    Gary Sanchez  NYY   C   4600 10.00      8.571429     8.345559
4      Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5        Ian Happ  CHC  2B   2700  4.00           NaN           NA
6  Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7     Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8      Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9     Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10 Scott Schebler  CIN  OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         37         0.0 0.00     3 0.423 0.304
5          0         0.0 0.00     4 0.631 0.700
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     4 0.345 0.268
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: 116.05 (25)"
        Lineup (92) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET   P  11200 15.75     21.700000     9.200380
2     Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
3    Salvador Perez   KC   C   3400 16.00      7.151515     7.374454
4      Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5   Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6    Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7       Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8     Aaron Altherr  PHI  OF   4200  7.00     11.150000     9.016213
9    Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
10 Michael Saunders  PHI  OF   3600 19.00      7.037037     6.716693
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         26         0.0 0.00     4 0.336 0.186
5         31         0.0 0.00     1 0.361 0.143
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         20         0.0 0.00     3 0.441 0.341
9         30         0.0 0.00     2 0.307 0.136
10        27         0.0 0.00     5 0.296 0.141

[1] "Total fpts: 113.65 (26)"
         Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Matt Garza  MIL   P   8200 14.50           NaN           NA
2     Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3  Welington Castillo  BAL   C   3500 11.00      7.555556     6.261199
4          Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5        Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6      Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7         Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8      Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
9       Jose Bautista  TOR  OF   4400 24.00      7.162162     6.906171
10        Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.9 1.18    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         18         0.0 0.00     7 0.351 0.118
4         37         0.0 0.00     3 0.423 0.304
5         39         0.0 0.00     5 0.273 0.168
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         34         0.0 0.00     1 0.287 0.090
9         37         0.0 0.00     3 0.291 0.148
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: 113.55 (27)"
      Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
2   Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
3   Salvador Perez   KC     C   3400 16.00      7.151515     7.374454
4       Joey Votto  CIN    1B   4700  6.00     10.810811     7.676942
5  Whit Merrifield   KC 2B/OF   3200 14.00      6.272727     6.511395
6      Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7      Zack Cozart  CIN    SS   3600 24.00      9.483871     6.360665
8      Jorge Soler   KC    OF   3400  5.00      5.111111     5.085382
9     Brandon Moss   KC    OF   3200  5.00      6.200000     5.802298
10     Alex Gordon   KC    OF   2900  7.00      4.352941     3.633867
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         37         0.0 0.00     3 0.423 0.304
5         22         0.0 0.00     8 0.291 0.145
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     2 0.431 0.244
8          9         0.0 0.00     6 0.305 0.167
9         25         0.0 0.00     7 0.277 0.217
10        34         0.0 0.00     9 0.238 0.039

[1] "Total fpts: 112.85 (28)"
        Lineup (1) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4    Anthony Rizzo  CHC  1B   4400  7.00      8.352941     7.710215
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6      Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7      Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8   Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
9   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10         Jon Jay  CHC  OF   3200  9.00      6.142857     4.912420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     2 0.431 0.244
8         34         0.0 0.00     1 0.287 0.090
9         31         0.0 0.00     1 0.310 0.181
10        14         0.0 0.00     9 0.359 0.076

[1] "Total fpts: 111.85 (29)"
         Lineup (29) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2        Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3         Sandy Leon  BOS   C   3100  3.00      7.611111    10.307843
4     Mitch Moreland  BOS  1B   3400 12.00      6.735294     6.634660
5           Ian Happ  CHC  2B   2700  4.00           NaN           NA
6        Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7    Xander Bogaerts  BOS  SS   4300 22.00      8.612903     5.426340
8  Andrew Benintendi  BOS  OF   4400  2.00      8.088235     7.948195
9     Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10    Jackie Bradley  BOS  OF   3700 21.00      5.714286     7.205157
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         18         0.0 0.00     7 0.308 0.200
4         34         0.0 0.00     5 0.343 0.158
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     3 0.366 0.092
8         34         0.0 0.00     4 0.351 0.152
9         31         0.0 0.00     1 0.310 0.181
10        21         0.0 0.00     6 0.268 0.150

[1] "Total fpts: 111.05 (30)"
       Lineup (30) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3     Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4    Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5   Starlin Castro  NYY    2B   4300 21.00      9.529412     7.532698
6    Chase Headley  NYY    3B   3400  9.00      8.096774     5.974138
7  Addison Russell  CHC    SS   3300  4.00      7.700000     7.584694
8      Aaron Judge  NYY    OF   4900 11.00     12.531250    10.791228
9      Adam Duvall  CIN    OF   3900 10.00      8.735294     8.757019
10  Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         27         0.0 0.00     3 0.378 0.221
5         34         0.0 0.00     4 0.395 0.193
6         31         0.0 0.00     6 0.337 0.158
7         30         0.0 0.00     6 0.290 0.147
8         32         0.0 0.00     5 0.473 0.420
9         34         0.0 0.00     4 0.345 0.268
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: 110 (31)"
      Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3     Gary Sanchez  NYY   C   4600 10.00      8.571429     8.345559
4      Eric Hosmer   KC  1B   3700  7.00      7.222222     6.123076
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6   Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7  Alcides Escobar   KC  SS   2700  7.00      3.583333     3.651810
8     Mookie Betts  BOS  OF   5300 11.00      9.757576    10.009465
9     Lorenzo Cain   KC  OF   3900  8.00      8.029412     5.219342
10     Alex Gordon   KC  OF   2900  7.00      4.352941     3.633867
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         36         0.0 0.00     4 0.341 0.117
5         31         0.0 0.00     1 0.361 0.143
6         31         0.0 0.00     2 0.324 0.236
7         36         0.0 0.00     1 0.200 0.057
8         33         0.0 0.00     1 0.388 0.243
9         34         0.0 0.00     3 0.358 0.099
10        34         0.0 0.00     9 0.238 0.039

[1] "Total fpts: 109.85 (32)"
          Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2         Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3  Welington Castillo  BAL     C   3500 11.00      7.555556     6.261199
4        Trey Mancini  BAL 1B/OF   3300  8.00      9.476190    10.614231
5     Jonathan Schoop  BAL    2B   3400 12.00      7.314286     5.239956
6         Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7            JJ Hardy  BAL    SS   2800  2.00      4.735294     5.561278
8          Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9         Mark Trumbo  BAL    OF   3800  9.00      7.135135     7.612717
10     Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         18         0.0 0.00     7 0.351 0.118
4         21         0.0 0.00     8 0.371 0.287
5         35         0.0 0.00     6 0.342 0.197
6         32         0.0 0.00     2 0.418 0.254
7         34         0.0 0.00     9 0.232 0.092
8         33         0.0 0.00     2 0.486 0.391
9         37         0.0 0.00     5 0.297 0.131
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: 109.85 (33)"
         Lineup (90) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2        Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3    Tucker Barnhart  CIN   C   2300  3.00      5.333333     4.975301
4     Mitch Moreland  BOS  1B   3400 12.00      6.735294     6.634660
5     Dustin Pedroia  BOS  2B   3800  4.00      6.677419     5.387560
6     Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7    Xander Bogaerts  BOS  SS   4300 22.00      8.612903     5.426340
8       Mookie Betts  BOS  OF   5300 11.00      9.757576    10.009465
9  Andrew Benintendi  BOS  OF   4400  2.00      8.088235     7.948195
10       Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         24         0.0 0.00     8 0.302 0.118
4         34         0.0 0.00     5 0.343 0.158
5         31         0.0 0.00     2 0.325 0.100
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     3 0.366 0.092
8         33         0.0 0.00     1 0.388 0.243
9         34         0.0 0.00     4 0.351 0.152
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: 108.85 (34)"
        Lineup (24) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3       Kurt Suzuki  ATL   C   2400 27.00      5.769231     6.273673
4   Freddie Freeman  ATL  1B   5200  6.00     12.914286    10.181793
5  Brandon Phillips  ATL  2B   3300  9.00      7.000000     7.294812
6       Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7   Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8         Matt Kemp  ATL  OF   4500  6.00     10.760000    10.689871
9    Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10    Nick Markakis  ATL  OF   3600  9.00      7.428571     4.590820
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         13         0.0 0.00     6 0.293 0.082
4         35         0.0 0.00     3 0.498 0.410
5         29         0.0 0.00     2 0.309 0.109
6         32         0.0 0.00     2 0.418 0.254
7         30         0.0 0.00     6 0.290 0.147
8         25         0.0 0.00     4 0.422 0.268
9         31         0.0 0.00     1 0.310 0.181
10        35         0.0 0.00     5 0.366 0.094

[1] "Total fpts: 108.55 (35)"
        Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2    Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3    Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4   Freddie Freeman  ATL  1B   5200  6.00     12.914286    10.181793
5  Brandon Phillips  ATL  2B   3300  9.00      7.000000     7.294812
6       Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7       Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8         Matt Kemp  ATL  OF   4500  6.00     10.760000    10.689871
9    Ender Inciarte  ATL  OF   3600 10.00      8.657143     7.768499
10    Nick Markakis  ATL  OF   3600  9.00      7.428571     4.590820
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         35         0.0 0.00     3 0.498 0.410
5         29         0.0 0.00     2 0.309 0.109
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     2 0.431 0.244
8         25         0.0 0.00     4 0.422 0.268
9         35         0.0 0.00     1 0.314 0.147
10        35         0.0 0.00     5 0.366 0.094

[1] "Total fpts: 107.55 (36)"
        Lineup (63) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2    Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3      Gary Sanchez  NYY   C   4600 10.00      8.571429     8.345559
4      Justin Smoak  TOR  1B   4200 16.00      8.656250     9.132040
5      Devon Travis  TOR  2B   3700  7.00      5.724138     6.447018
6       Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7        Ryan Goins  TOR  SS   2900  0.00      5.259259     6.260945
8     Jose Bautista  TOR  OF   4400 24.00      7.162162     6.906171
9    Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10 Ezequiel Carrera  TOR  OF   3500  5.00      7.090909     6.140491
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         32         0.0 0.00     4 0.379 0.258
5         29         0.0 0.00     5 0.252 0.138
6         32         0.0 0.00     2 0.418 0.254
7         27         0.0 0.00     6 0.265 0.132
8         37         0.0 0.00     3 0.291 0.148
9         31         0.0 0.00     1 0.310 0.181
10        22         0.0 0.00     2 0.320 0.128

[1] "Total fpts: 105.4 (37)"
        Lineup (13) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.1     21.400000    10.653169
2     Rick Porcello  BOS   P   9000 10.3     17.425000     8.628317
3   Jonathan Lucroy  TEX   C   3900 11.0      5.555556     6.034091
4     Anthony Rizzo  CHC  1B   4400  7.0      8.352941     7.710215
5          Ian Happ  CHC  2B   2700  4.0           NaN           NA
6    Eugenio Suarez  CIN  3B   3600  9.0      8.970588     8.604035
7      Elvis Andrus  TEX  SS   4000  6.0      7.973684     7.416151
8     Shin-Soo Choo  TEX  OF   4300 17.0      7.454545     8.208574
9      Nomar Mazara  TEX  OF   4000 11.0      8.057143     8.213844
10 Delino DeShields  TEX  OF   3700 14.0      6.913043     7.159946
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         34         0.0 0.00     5 0.378 0.221
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     1 0.339 0.143
9         35         0.0 0.00     3 0.328 0.179
10        23         0.0 0.00     9 0.276 0.062

[1] "Total fpts: 104 (38)"
       Lineup (28) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4       Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5      Jose Peraza  CIN  2B   3100  3.00      6.696970     7.055516
6   Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7     Aledmys Diaz  STL  SS   3800  7.00      7.032258     8.784395
8     Mookie Betts  BOS  OF   5300 11.00      9.757576    10.009465
9      Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10  Scott Schebler  CIN  OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         37         0.0 0.00     3 0.423 0.304
5         33         0.0 0.00     7 0.269 0.063
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     6 0.299 0.142
8         33         0.0 0.00     1 0.388 0.243
9         34         0.0 0.00     4 0.345 0.268
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: 102.85 (39)"
        Lineup (15) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3    Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4      Justin Smoak  TOR  1B   4200 16.00      8.656250     9.132040
5      Devon Travis  TOR  2B   3700  7.00      5.724138     6.447018
6       Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7   Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8     Jose Bautista  TOR  OF   4400 24.00      7.162162     6.906171
9      Kevin Pillar  TOR  OF   3800  0.00      9.184211     7.918010
10 Ezequiel Carrera  TOR  OF   3500  5.00      7.090909     6.140491
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         32         0.0 0.00     4 0.379 0.258
5         29         0.0 0.00     5 0.252 0.138
6         32         0.0 0.00     2 0.418 0.254
7         30         0.0 0.00     6 0.290 0.147
8         37         0.0 0.00     3 0.291 0.148
9         38         0.0 0.00     1 0.377 0.204
10        22         0.0 0.00     2 0.320 0.128

[1] "Total fpts: 101.85 (40)"
       Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Mike Napoli  TEX  1B   3900  6.00      6.555556     8.216515
5     Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6       Joey Gallo  TEX  3B   4400  9.00      8.864865     8.762807
7  Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8     Nomar Mazara  TEX  OF   4000 11.00      8.057143     8.213844
9      Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10  Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     6 0.271 0.204
5         39         0.0 0.00     5 0.273 0.168
6         37         0.0 0.00     7 0.347 0.331
7         30         0.0 0.00     6 0.290 0.147
8         35         0.0 0.00     3 0.328 0.179
9         34         0.0 0.00     4 0.345 0.268
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: 101.85 (41)"
       Lineup (98) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3      Kevan Smith  CWS     C   2200  5.00      2.400000     3.361547
4       Jose Abreu  CWS    1B   4400 21.00      7.727273     7.795322
5   Yolmer Sanchez  CWS 2B/3B   2300 10.00     10.000000     5.374838
6      Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7  Addison Russell  CHC    SS   3300  4.00      7.700000     7.584694
8   Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
9    Melky Cabrera  CWS    OF   3400 10.00      5.633333     4.597476
10    Leury Garcia  CWS    OF   2600  4.00      7.689655     7.672322
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3          5         0.0 0.00     9 0.113 0.053
4         33         0.0 0.00     4 0.342 0.196
5         10         0.0 0.00     2 0.362 0.165
6         32         0.0 0.00     2 0.418 0.254
7         30         0.0 0.00     6 0.290 0.147
8         31         0.0 0.00     1 0.310 0.181
9         30         0.0 0.00     3 0.266 0.075
10        29         0.0 0.00     1 0.352 0.174

[1] "Total fpts: 101.5 (42)"
        Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET   P  11200 15.75     21.700000     9.200380
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3    Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4      Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5          Ian Happ  CHC  2B   2700  4.00           NaN           NA
6     Maikel Franco  PHI  3B   3900  5.00      7.533333     7.726949
7      Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8     Aaron Altherr  PHI  OF   4200  7.00     11.150000     9.016213
9  Michael Saunders  PHI  OF   3600 19.00      7.037037     6.716693
10      Daniel Nava  PHI  OF   2800  6.00      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         26         0.0 0.00     4 0.336 0.186
5          0         0.0 0.00     4 0.631 0.700
6         30         0.0 0.00     6 0.286 0.152
7         38         0.0 0.00     2 0.335 0.163
8         20         0.0 0.00     3 0.441 0.341
9         27         0.0 0.00     5 0.296 0.141
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 101.4 (43)"
        Lineup (108) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Michael Pineda  NYY   P  10100 16.1     21.400000    10.653169
2      Rick Porcello  BOS   P   9000 10.3     17.425000     8.628317
3   Martin Maldonado  LAA   C   2400 14.0      5.161290     4.719440
4            CJ Cron  LAA  1B   3600  7.0      4.000000     3.777124
5     Danny Espinosa  LAA  2B   3000 18.0      5.387097     6.296440
6        Kris Bryant  CHC  3B   5100  2.0     10.875000     8.015107
7  Andrelton Simmons  LAA  SS   3100  6.0      5.578947     5.325267
8       Bryce Harper  WSH  OF   5700  0.0     14.200000    11.287466
9     Kyle Schwarber  CHC  OF   3800  9.0      6.903226     6.095653
10        Ben Revere  LAA  OF   3200 19.0      6.176471     6.207206
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         31         0.0 0.00     9 0.315 0.110
4         16         0.0 0.00     7 0.236 0.043
5         31         0.0 0.00     8 0.225 0.132
6         32         0.0 0.00     2 0.418 0.254
7         38         0.0 0.00     5 0.290 0.087
8         30         0.0 0.00     3 0.521 0.368
9         31         0.0 0.00     1 0.310 0.181
10        17         0.0 0.00     6 0.258 0.113

[1] "Total fpts: 101.35 (44)"
     Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2  Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3    Jose Lobaton  WSH   C   2300  3.00      3.700000     4.547282
4  Ryan Zimmerman  WSH  1B   4800  0.00     13.344828     9.111515
5   Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6  Anthony Rendon  WSH  3B   4300  2.00      8.677419    12.931582
7     Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8  Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
9     Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10  Brian Goodwin  WSH  OF   2800  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         10         0.0 0.00     8 0.183 0.111
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         31         0.0 0.00     6 0.352 0.163
7         31         0.0 0.00     2 0.431 0.244
8         34         0.0 0.00     1 0.287 0.090
9         34         0.0 0.00     4 0.345 0.268
10         0         0.0 0.00     7 0.477 0.200

[1] "Total fpts: 101.05 (45)"
       Lineup (62) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3   Miguel Montero  CHC     C   3000  8.00      9.300000     8.246885
4    Anthony Rizzo  CHC    1B   4400  7.00      8.352941     7.710215
5  Whit Merrifield   KC 2B/OF   3200 14.00      6.272727     6.511395
6   Mike Moustakas   KC    3B   3400 10.00      7.774194     6.432779
7  Alcides Escobar   KC    SS   2700  7.00      3.583333     3.651810
8     Lorenzo Cain   KC    OF   3900  8.00      8.029412     5.219342
9   Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10     Alex Gordon   KC    OF   2900  7.00      4.352941     3.633867
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         34         0.0 0.00     3 0.344 0.190
5         22         0.0 0.00     8 0.291 0.145
6         31         0.0 0.00     2 0.324 0.236
7         36         0.0 0.00     1 0.200 0.057
8         34         0.0 0.00     3 0.358 0.099
9         31         0.0 0.00     1 0.310 0.181
10        34         0.0 0.00     9 0.238 0.039

[1] "Total fpts: 97.55 (46)"
       Lineup (43) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3   Salvador Perez   KC   C   3400 16.00      7.151515     7.374454
4      Eric Hosmer   KC  1B   3700  7.00      7.222222     6.123076
5    Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6   Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7  Alcides Escobar   KC  SS   2700  7.00      3.583333     3.651810
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9   Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
10    Lorenzo Cain   KC  OF   3900  8.00      8.029412     5.219342
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         36         0.0 0.00     4 0.341 0.117
5         32         0.0 0.00     4 0.401 0.218
6         31         0.0 0.00     2 0.324 0.236
7         36         0.0 0.00     1 0.200 0.057
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     1 0.287 0.090
10        34         0.0 0.00     3 0.358 0.099

[1] "Total fpts: 97.55 (47)"
          Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2      Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3  Welington Castillo  BAL   C   3500 11.00      7.555556     6.261199
4         Chris Davis  BAL  1B   3900  7.00      8.257143     9.388174
5     Jonathan Schoop  BAL  2B   3400 12.00      7.314286     5.239956
6       Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7         Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8         Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
9         Mark Trumbo  BAL  OF   3800  9.00      7.135135     7.612717
10     Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         18         0.0 0.00     7 0.351 0.118
4         35         0.0 0.00     4 0.385 0.242
5         35         0.0 0.00     6 0.342 0.197
6         37         0.0 0.00     3 0.334 0.225
7         23         0.0 0.00     1 0.311 0.177
8         34         0.0 0.00     4 0.345 0.268
9         37         0.0 0.00     5 0.297 0.131
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: 97 (48)"
       Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3     Cameron Rupp  PHI   C   3400  0.00      6.727273     6.234939
4       Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6    Maikel Franco  PHI  3B   3900  5.00      7.533333     7.726949
7    Freddy Galvis  PHI  SS   3500  0.00      7.281250     5.646777
8       Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9   Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
10     Daniel Nava  PHI  OF   2800  6.00      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         37         0.0 0.00     3 0.423 0.304
5         31         0.0 0.00     1 0.361 0.143
6         30         0.0 0.00     6 0.286 0.152
7         32         0.0 0.00     9 0.307 0.188
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     1 0.287 0.090
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 96.85 (49)"
      Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3       Jett Bandy  MIL     C   3300  7.00      8.350000     7.435866
4    Jesus Aguilar  MIL    1B   3200  0.00      6.333333     8.351647
5         Ian Happ  CHC    2B   2700  4.00           NaN           NA
6      Travis Shaw  MIL    3B   3700 12.00      9.558824     8.749688
7     Hernan Perez  MIL OF/SS   3500  3.00      9.884615    10.358868
8       Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9   Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10 Domingo Santana  MIL    OF   3700  5.00      8.333333     6.994251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         20         0.0 0.00     6 0.364 0.260
4          9         0.0 0.00     3 0.398 0.297
5          0         0.0 0.00     4 0.631 0.700
6         34         0.0 0.00     4 0.363 0.261
7         26         0.0 0.00     2 0.369 0.252
8         33         0.0 0.00     2 0.486 0.391
9         31         0.0 0.00     1 0.310 0.181
10        30         0.0 0.00     5 0.363 0.180

[1] "Total fpts: 96.4 (50)"
      Lineup (50) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2   Rick Porcello  BOS    P   9000 10.3     17.425000     8.628317
3    James McCann  DET    C   3000  5.0      6.619048     8.114655
4      Alex Avila  DET 1B/C   3500  9.0      9.642857     8.731967
5     Ian Kinsler  DET   2B   3800  8.0      6.961538     6.930978
6     Kris Bryant  CHC   3B   5100  2.0     10.875000     8.015107
7   Jose Iglesias  DET   SS   2600  0.0      6.280000     6.528910
8    Bryce Harper  WSH   OF   5700  0.0     14.200000    11.287466
9  Kyle Schwarber  CHC   OF   3800  9.0      6.903226     6.095653
10  Tyler Collins  DET   OF   3100 37.0      5.761905     7.334199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         21         0.0 0.00     8 0.316 0.253
4         14         0.0 0.00     6 0.479 0.278
5         26         0.0 0.00     1 0.322 0.133
6         32         0.0 0.00     2 0.418 0.254
7         25         0.0 0.00     9 0.239 0.114
8         30         0.0 0.00     3 0.521 0.368
9         31         0.0 0.00     1 0.310 0.181
10        21         0.0 0.00     7 0.269 0.093

[1] "Total fpts: 94.85 (51)"
        Lineup (48) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3      Cameron Rupp  PHI   C   3400  0.00      6.727273     6.234939
4      Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5      Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6     Maikel Franco  PHI  3B   3900  5.00      7.533333     7.726949
7   Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8    Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
9  Michael Saunders  PHI  OF   3600 19.00      7.037037     6.716693
10      Daniel Nava  PHI  OF   2800  6.00      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         26         0.0 0.00     4 0.336 0.186
5         39         0.0 0.00     5 0.273 0.168
6         30         0.0 0.00     6 0.286 0.152
7         30         0.0 0.00     6 0.290 0.147
8         31         0.0 0.00     1 0.310 0.181
9         27         0.0 0.00     5 0.296 0.141
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 94.55 (52)"
       Lineup (111) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2    Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3      Cameron Rupp  PHI   C   3400  0.00      6.727273     6.234939
4      Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5     Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6     Maikel Franco  PHI  3B   3900  5.00      7.533333     7.726949
7       Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8    Billy Hamilton  CIN  OF   4400 10.00     10.117647     8.970540
9  Michael Saunders  PHI  OF   3600 19.00      7.037037     6.716693
10      Daniel Nava  PHI  OF   2800  6.00      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         26         0.0 0.00     4 0.336 0.186
5         32         0.0 0.00     4 0.401 0.218
6         30         0.0 0.00     6 0.286 0.152
7         23         0.0 0.00     1 0.311 0.177
8         34         0.0 0.00     1 0.287 0.090
9         27         0.0 0.00     5 0.296 0.141
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 93.5 (53)"
       Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET     P  11200 15.75     21.700000     9.200380
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3     Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4    Anthony Rizzo  CHC    1B   4400  7.00      8.352941     7.710215
5  Whit Merrifield   KC 2B/OF   3200 14.00      6.272727     6.511395
6      Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7  Alcides Escobar   KC    SS   2700  7.00      3.583333     3.651810
8      Jorge Soler   KC    OF   3400  5.00      5.111111     5.085382
9     Brandon Moss   KC    OF   3200  5.00      6.200000     5.802298
10     Alex Gordon   KC    OF   2900  7.00      4.352941     3.633867
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         34         0.0 0.00     3 0.344 0.190
5         22         0.0 0.00     8 0.291 0.145
6         32         0.0 0.00     2 0.418 0.254
7         36         0.0 0.00     1 0.200 0.057
8          9         0.0 0.00     6 0.305 0.167
9         25         0.0 0.00     7 0.277 0.217
10        34         0.0 0.00     9 0.238 0.039

[1] "Total fpts: 92.55 (54)"
       Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3  Tucker Barnhart  CIN   C   2300  3.00      5.333333     4.975301
4  Freddie Freeman  ATL  1B   5200  6.00     12.914286    10.181793
5      Jose Peraza  CIN  2B   3100  3.00      6.696970     7.055516
6   Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7      Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8       Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9      Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10  Scott Schebler  CIN  OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         24         0.0 0.00     8 0.302 0.118
4         35         0.0 0.00     3 0.498 0.410
5         33         0.0 0.00     7 0.269 0.063
6         34         0.0 0.00     5 0.378 0.221
7         23         0.0 0.00     1 0.311 0.177
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     4 0.345 0.268
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: 91.85 (55)"
        Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2       Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3    Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4      Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5   Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6       Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7   Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8     Aaron Altherr  PHI  OF   4200  7.00     11.150000     9.016213
9    Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
10 Michael Saunders  PHI  OF   3600 19.00      7.037037     6.716693
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         26         0.0 0.00     4 0.336 0.186
5         31         0.0 0.00     1 0.361 0.143
6         32         0.0 0.00     2 0.418 0.254
7         30         0.0 0.00     6 0.290 0.147
8         20         0.0 0.00     3 0.441 0.341
9         30         0.0 0.00     2 0.307 0.136
10        27         0.0 0.00     5 0.296 0.141

[1] "Total fpts: 91.4 (56)"
      Lineup (95) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.1     21.400000    10.653169
2   Rick Porcello  BOS     P   9000 10.3     17.425000     8.628317
3     Kurt Suzuki  ATL     C   2400 27.0      5.769231     6.273673
4   Anthony Rizzo  CHC    1B   4400  7.0      8.352941     7.710215
5   Jace Peterson  ATL 2B/OF   3200  4.0      5.157895     4.003653
6     Kris Bryant  CHC    3B   5100  2.0     10.875000     8.015107
7  Dansby Swanson  ATL    SS   3200  0.0      5.515152     5.268546
8       Matt Kemp  ATL    OF   4500  6.0     10.760000    10.689871
9  Billy Hamilton  CIN    OF   4400 10.0     10.117647     8.970540
10  Nick Markakis  ATL    OF   3600  9.0      7.428571     4.590820
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         13         0.0 0.00     6 0.293 0.082
4         34         0.0 0.00     3 0.344 0.190
5         19         0.0 0.00     7 0.287 0.081
6         32         0.0 0.00     2 0.418 0.254
7         33         0.0 0.00     8 0.251 0.085
8         25         0.0 0.00     4 0.422 0.268
9         34         0.0 0.00     1 0.287 0.090
10        35         0.0 0.00     5 0.366 0.094

[1] "Total fpts: 90.45 (57)"
      Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2   Jhoulys Chacin   SD     P   7100 27.35     12.193750    13.544357
3     Cameron Rupp  PHI     C   3400  0.00      6.727273     6.234939
4    Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5  Cesar Hernandez  PHI    2B   3900  5.00      9.741935     7.447450
6       Joey Gallo  TEX    3B   4400  9.00      8.864865     8.762807
7    Freddy Galvis  PHI    SS   3500  0.00      7.281250     5.646777
8       Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9    Aaron Altherr  PHI    OF   4200  7.00     11.150000     9.016213
10  Odubel Herrera  PHI    OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         27         0.0 0.00     3 0.378 0.221
5         31         0.0 0.00     1 0.361 0.143
6         37         0.0 0.00     7 0.347 0.331
7         32         0.0 0.00     9 0.307 0.188
8         33         0.0 0.00     2 0.486 0.391
9         20         0.0 0.00     3 0.441 0.341
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: 89.85 (58)"
         Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2        Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3      Austin Hedges   SD     C   2800  2.00      7.060606     7.913357
4          Wil Myers   SD    1B   4600  8.00      9.307692     7.987338
5  Yangervis Solarte   SD    2B   3400  7.00      5.947368     5.467088
6   Cory Spangenberg   SD 3B/OF   3300  0.00      6.666667     5.537749
7    Addison Russell  CHC    SS   3300  4.00      7.700000     7.584694
8         Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9     Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10     Manuel Margot   SD    OF   3500  3.00      7.054054     6.027465
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         33         0.0 0.00     5 0.311 0.238
4         39         0.0 0.00     3 0.379 0.287
5         38         0.0 0.00     4 0.303 0.111
6         15         0.0 0.00     2 0.278 0.071
7         30         0.0 0.00     6 0.290 0.147
8         33         0.0 0.00     2 0.486 0.391
9         31         0.0 0.00     1 0.310 0.181
10        37         0.0 0.00     1 0.324 0.150

[1] "Total fpts: 88.85 (59)"
       Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3   Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4      Chris Davis  BAL  1B   3900  7.00      8.257143     9.388174
5  Jonathan Schoop  BAL  2B   3400 12.00      7.314286     5.239956
6    Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7  Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8      Mark Trumbo  BAL  OF   3800  9.00      7.135135     7.612717
9   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10      Adam Jones  BAL  OF   3700  3.00      7.305556     6.310171
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         35         0.0 0.00     4 0.385 0.242
5         35         0.0 0.00     6 0.342 0.197
6         37         0.0 0.00     3 0.334 0.225
7         30         0.0 0.00     6 0.290 0.147
8         37         0.0 0.00     5 0.297 0.131
9         31         0.0 0.00     1 0.310 0.181
10        36         0.0 0.00     2 0.318 0.132

[1] "Total fpts: 87.85 (60)"
       Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Tuffy Gosewisch  SEA   C   2400  0.00           NaN           NA
4    Anthony Rizzo  CHC  1B   4400  7.00      8.352941     7.710215
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6      Kyle Seager  SEA  3B   4000  5.00      6.885714     5.550683
7      Jean Segura  SEA  SS   4700  9.00     10.481481     7.350407
8      Nelson Cruz  SEA  OF   4500  4.00     10.194444     7.855187
9   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10       Ben Gamel  SEA  OF   3800 13.00      9.000000     9.780934
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3          0         0.0 0.00     9 0.077 0.000
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         35         0.0 0.00     4 0.328 0.143
7         27         0.0 0.00     1 0.395 0.138
8         36         0.0 0.00     3 0.429 0.275
9         31         0.0 0.00     1 0.310 0.181
10        19         0.0 0.00     2 0.381 0.167

[1] "Total fpts: 87.4 (61)"
        Lineup (34) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.1     21.400000    10.653169
2     Rick Porcello  BOS   P   9000 10.3     17.425000     8.628317
3   Jonathan Lucroy  TEX   C   3900 11.0      5.555556     6.034091
4      Tommy Joseph  PHI  1B   3800 10.0      7.115385     7.295626
5          Ian Happ  CHC  2B   2700  4.0           NaN           NA
6     Maikel Franco  PHI  3B   3900  5.0      7.533333     7.726949
7       Trea Turner  WSH  SS   5000  5.0     10.434783    10.620846
8     Aaron Altherr  PHI  OF   4200  7.0     11.150000     9.016213
9    Odubel Herrera  PHI  OF   3700  0.0      6.866667     4.264798
10 Michael Saunders  PHI  OF   3600 19.0      7.037037     6.716693
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         26         0.0 0.00     4 0.336 0.186
5          0         0.0 0.00     4 0.631 0.700
6         30         0.0 0.00     6 0.286 0.152
7         23         0.0 0.00     1 0.311 0.177
8         20         0.0 0.00     3 0.441 0.341
9         30         0.0 0.00     2 0.307 0.136
10        27         0.0 0.00     5 0.296 0.141

[1] "Total fpts: 86.85 (62)"
       Lineup (72) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Chris Davis  BAL  1B   3900  7.00      8.257143     9.388174
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6    Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7         JJ Hardy  BAL  SS   2800  2.00      4.735294     5.561278
8       Mike Trout  LAA  OF   5600 20.00     12.333333     6.464647
9       Adam Jones  BAL  OF   3700  3.00      7.305556     6.310171
10      Seth Smith  BAL  OF   3500  3.00      9.157895     7.790758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         35         0.0 0.00     4 0.385 0.242
5          0         0.0 0.00     4 0.631 0.700
6         37         0.0 0.00     3 0.334 0.225
7         34         0.0 0.00     9 0.232 0.092
8         33         0.0 0.00     2 0.486 0.391
9         36         0.0 0.00     2 0.318 0.132
10        19         0.0 0.00     1 0.389 0.197

[1] "Total fpts: 86.05 (63)"
      Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET     P  11200 15.75     21.700000     9.200380
2    Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
3  Jonathan Lucroy  TEX     C   3900 11.00      5.555556     6.034091
4       Joey Votto  CIN    1B   4700  6.00     10.810811     7.676942
5  Whit Merrifield   KC 2B/OF   3200 14.00      6.272727     6.511395
6   Mike Moustakas   KC    3B   3400 10.00      7.774194     6.432779
7  Alcides Escobar   KC    SS   2700  7.00      3.583333     3.651810
8     Bryce Harper  WSH    OF   5700  0.00     14.200000    11.287466
9     Brandon Moss   KC    OF   3200  5.00      6.200000     5.802298
10     Alex Gordon   KC    OF   2900  7.00      4.352941     3.633867
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         37         0.0 0.00     3 0.423 0.304
5         22         0.0 0.00     8 0.291 0.145
6         31         0.0 0.00     2 0.324 0.236
7         36         0.0 0.00     1 0.200 0.057
8         30         0.0 0.00     3 0.521 0.368
9         25         0.0 0.00     7 0.277 0.217
10        34         0.0 0.00     9 0.238 0.039

[1] "Total fpts: 85.85 (64)"
        Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3  Tucker Barnhart  CIN   C   2300  3.00      5.333333     4.975301
4    Anthony Rizzo  CHC  1B   4400  7.00      8.352941     7.710215
5      Jose Peraza  CIN  2B   3100  3.00      6.696970     7.055516
6   Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7     Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8      Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
9   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10  Scott Schebler  CIN  OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         24         0.0 0.00     8 0.302 0.118
4         34         0.0 0.00     3 0.344 0.190
5         33         0.0 0.00     7 0.269 0.063
6         34         0.0 0.00     5 0.378 0.221
7         38         0.0 0.00     2 0.335 0.163
8         34         0.0 0.00     4 0.345 0.268
9         31         0.0 0.00     1 0.310 0.181
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: 83.65 (65)"
     Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2  Jhoulys Chacin   SD   P   7100 27.35     12.193750    13.544357
3  Salvador Perez   KC   C   3400 16.00      7.151515     7.374454
4  Ryan Zimmerman  WSH  1B   4800  0.00     13.344828     9.111515
5   Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6  Anthony Rendon  WSH  3B   4300  2.00      8.677419    12.931582
7    Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8    Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9     Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10  Brian Goodwin  WSH  OF   2800  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         31         0.0 0.00     6 0.352 0.163
7         38         0.0 0.00     2 0.335 0.163
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     4 0.345 0.268
10         0         0.0 0.00     7 0.477 0.200

[1] "Total fpts: 83.25 (66)"
       Lineup (20) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2  Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4       Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5    Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6   Eugenio Suarez  CIN  3B   3600  9.00      8.970588     8.604035
7      Zack Cozart  CIN  SS   3600 24.00      9.483871     6.360665
8      Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
9   Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
10  Scott Schebler  CIN  OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         37         0.0 0.00     3 0.423 0.304
5         32         0.0 0.00     4 0.401 0.218
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         34         0.0 0.00     4 0.345 0.268
9         30         0.0 0.00     2 0.307 0.136
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: 82.55 (67)"
       Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Mike Napoli  TEX  1B   3900  6.00      6.555556     8.216515
5     Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6    Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7     Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8     Nomar Mazara  TEX  OF   4000 11.00      8.057143     8.213844
9   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10  Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     6 0.271 0.204
5         39         0.0 0.00     5 0.273 0.168
6         37         0.0 0.00     3 0.334 0.225
7         38         0.0 0.00     2 0.335 0.163
8         35         0.0 0.00     3 0.328 0.179
9         31         0.0 0.00     1 0.310 0.181
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: 82.45 (68)"
       Lineup (81) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
2  Miguel Gonzalez  CWS     P   7700  0.15     13.157143    13.645037
3   Salvador Perez   KC     C   3400 16.00      7.151515     7.374454
4      Eric Hosmer   KC    1B   3700  7.00      7.222222     6.123076
5      Ben Zobrist  CHC 2B/OF   3600 12.00      7.333333     5.850802
6   Mike Moustakas   KC    3B   3400 10.00      7.774194     6.432779
7      Trea Turner  WSH    SS   5000  5.00     10.434783    10.620846
8     Lorenzo Cain   KC    OF   3900  8.00      8.029412     5.219342
9   Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10     Jorge Soler   KC    OF   3400  5.00      5.111111     5.085382
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         36         0.0 0.00     4 0.341 0.117
5         24         0.0 0.00     5 0.320 0.147
6         31         0.0 0.00     2 0.324 0.236
7         23         0.0 0.00     1 0.311 0.177
8         34         0.0 0.00     3 0.358 0.099
9         31         0.0 0.00     1 0.310 0.181
10         9         0.0 0.00     6 0.305 0.167

[1] "Total fpts: 82.35 (69)"
     Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2      Jesse Hahn  OAK   P   6700 13.05     16.783333     7.734770
3     Kurt Suzuki  ATL   C   2400 27.00      5.769231     6.273673
4  Ryan Zimmerman  WSH  1B   4800  0.00     13.344828     9.111515
5   Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6  Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7     Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8    Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9    Jayson Werth  WSH  OF   4200  2.00      8.241379     8.580106
10    Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          6         6.1 1.17    NA 0.000 0.000
3         13         0.0 0.00     6 0.293 0.082
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         31         0.0 0.00     2 0.324 0.236
7         23         0.0 0.00     1 0.311 0.177
8         30         0.0 0.00     3 0.521 0.368
9         29         0.0 0.00     2 0.404 0.193
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: 82.05 (70)"
       Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3   Salvador Perez   KC   C   3400 16.00      7.151515     7.374454
4      Eric Hosmer   KC  1B   3700  7.00      7.222222     6.123076
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6      Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7  Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8     Lorenzo Cain   KC  OF   3900  8.00      8.029412     5.219342
9      Jorge Soler   KC  OF   3400  5.00      5.111111     5.085382
10    Brandon Moss   KC  OF   3200  5.00      6.200000     5.802298
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         36         0.0 0.00     4 0.341 0.117
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         30         0.0 0.00     6 0.290 0.147
8         34         0.0 0.00     3 0.358 0.099
9          9         0.0 0.00     6 0.305 0.167
10        25         0.0 0.00     7 0.277 0.217

[1] "Total fpts: 78.55 (71)"
       Lineup (23) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4     Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6      Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7    Freddy Galvis  PHI  SS   3500  0.00      7.281250     5.646777
8    Aaron Altherr  PHI  OF   4200  7.00     11.150000     9.016213
9   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10  Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         26         0.0 0.00     4 0.336 0.186
5         31         0.0 0.00     1 0.361 0.143
6         32         0.0 0.00     2 0.418 0.254
7         32         0.0 0.00     9 0.307 0.188
8         20         0.0 0.00     3 0.441 0.341
9         31         0.0 0.00     1 0.310 0.181
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: 78.45 (72)"
       Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2   Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3   Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Justin Smoak  TOR  1B   4200 16.00      8.656250     9.132040
5      Devon Travis  TOR  2B   3700  7.00      5.724138     6.447018
6     Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7       Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8     Jose Bautista  TOR  OF   4400 24.00      7.162162     6.906171
9      Kevin Pillar  TOR  OF   3800  0.00      9.184211     7.918010
10 Ezequiel Carrera  TOR  OF   3500  5.00      7.090909     6.140491
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         32         0.0 0.00     4 0.379 0.258
5         29         0.0 0.00     5 0.252 0.138
6         37         0.0 0.00     3 0.334 0.225
7         23         0.0 0.00     1 0.311 0.177
8         37         0.0 0.00     3 0.291 0.148
9         38         0.0 0.00     1 0.377 0.204
10        22         0.0 0.00     2 0.320 0.128

[1] "Total fpts: 78.35 (73)"
     Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2  Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
3  Miguel Montero  CHC     C   3000  8.00      9.300000     8.246885
4    Trey Mancini  BAL 1B/OF   3300  8.00      9.476190    10.614231
5   Daniel Murphy  WSH    2B   4900  5.00      9.500000     9.329108
6   Manny Machado  BAL    3B   4800  0.00      8.405405     7.736851
7        JJ Hardy  BAL    SS   2800  2.00      4.735294     5.561278
8  Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
9      Adam Jones  BAL    OF   3700  3.00      7.305556     6.310171
10     Seth Smith  BAL    OF   3500  3.00      9.157895     7.790758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         21         0.0 0.00     8 0.371 0.287
5         32         0.0 0.00     4 0.401 0.218
6         37         0.0 0.00     3 0.334 0.225
7         34         0.0 0.00     9 0.232 0.092
8         31         0.0 0.00     1 0.310 0.181
9         36         0.0 0.00     2 0.318 0.132
10        19         0.0 0.00     1 0.389 0.197

[1] "Total fpts: 77.55 (74)"
     Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2  Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3  Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4  Danny Valencia  SEA  1B   3300  0.00      6.322581     7.189748
5        Ian Happ  CHC  2B   2700  4.00           NaN           NA
6     Kyle Seager  SEA  3B   4000  5.00      6.885714     5.550683
7     Jean Segura  SEA  SS   4700  9.00     10.481481     7.350407
8    Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9     Nelson Cruz  SEA  OF   4500  4.00     10.194444     7.855187
10      Ben Gamel  SEA  OF   3800 13.00      9.000000     9.780934
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         31         0.0 0.00     5 0.325 0.159
5          0         0.0 0.00     4 0.631 0.700
6         35         0.0 0.00     4 0.328 0.143
7         27         0.0 0.00     1 0.395 0.138
8         30         0.0 0.00     3 0.521 0.368
9         36         0.0 0.00     3 0.429 0.275
10        19         0.0 0.00     2 0.381 0.167

[1] "Total fpts: 77.45 (75)"
       Lineup (73) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2  Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Eric Hosmer   KC  1B   3700  7.00      7.222222     6.123076
5     Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6   Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7     Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9    Shin-Soo Choo  TEX  OF   4300 17.00      7.454545     8.208574
10    Nomar Mazara  TEX  OF   4000 11.00      8.057143     8.213844
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     4 0.341 0.117
5         39         0.0 0.00     5 0.273 0.168
6         31         0.0 0.00     2 0.324 0.236
7         38         0.0 0.00     2 0.335 0.163
8         30         0.0 0.00     3 0.521 0.368
9         33         0.0 0.00     1 0.339 0.143
10        35         0.0 0.00     3 0.328 0.179

[1] "Total fpts: 76.85 (76)"
      Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2     Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3   Yadier Molina  STL     C   3200  7.00      6.500000     6.044376
4  Matt Carpenter  STL    1B   4300  2.00      8.838710     7.188402
5     Jedd Gyorko  STL 2B/3B   4100  6.00     10.000000     8.694826
6     Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7    Aledmys Diaz  STL    SS   3800  7.00      7.032258     8.784395
8  Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
9      Tommy Pham  STL    OF   3700  7.00     11.777778    13.672763
10     Matt Joyce  OAK    OF   3300  0.00      6.517241     7.079249
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         30         0.0 0.00     5 0.311 0.126
4         31         0.0 0.00     3 0.389 0.248
5         26         0.0 0.00     4 0.432 0.287
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     6 0.299 0.142
8         31         0.0 0.00     1 0.310 0.181
9          9         0.0 0.00     2 0.458 0.342
10        29         0.0 0.00     1 0.286 0.184

[1] "Total fpts: 76.85 (77)"
      Lineup (61) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2     Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3    Stephen Vogt  OAK     C   3100  2.00      4.800000     5.530220
4      Mark Canha  OAK 1B/OF   2900  2.00      7.714286    11.571723
5        Ian Happ  CHC    2B   2700  4.00           NaN           NA
6  Trevor Plouffe  OAK    3B   3400  3.00      6.281250     5.952686
7    Adam Rosales  OAK    SS   2800  0.00      5.793103     4.865177
8      Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9  Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10     Matt Joyce  OAK    OF   3300  0.00      6.517241     7.079249
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         25         0.0 0.00     7 0.281 0.146
4          7         0.0 0.00     8 0.312 0.177
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     6 0.309 0.175
7         29         0.0 0.00     9 0.303 0.139
8         33         0.0 0.00     2 0.486 0.391
9         31         0.0 0.00     1 0.310 0.181
10        29         0.0 0.00     1 0.286 0.184

[1] "Total fpts: 76.25 (78)"
         Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Kyle Hendricks  CHC   P   9100 16.70     16.566667     5.170848
2          Mike Leake  STL   P   7600 17.55     19.521429     6.474749
3  Welington Castillo  BAL   C   3500 11.00      7.555556     6.261199
4       Anthony Rizzo  CHC  1B   4400  7.00      8.352941     7.710215
5            Ian Happ  CHC  2B   2700  4.00           NaN           NA
6         Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7       Freddy Galvis  PHI  SS   3500  0.00      7.281250     5.646777
8      Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
9      Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
10            Jon Jay  CHC  OF   3200  9.00      6.142857     4.912420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         5.7 1.18    NA 0.000 0.000
2          7         6.6 0.99    NA 0.000 0.000
3         18         0.0 0.00     7 0.351 0.118
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         32         0.0 0.00     9 0.307 0.188
8         31         0.0 0.00     1 0.310 0.181
9         30         0.0 0.00     2 0.307 0.136
10        14         0.0 0.00     9 0.359 0.076

[1] "Total fpts: 74.55 (79)"
      Lineup (107) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3     Gary Sanchez  NYY   C   4600 10.00      8.571429     8.345559
4      Chris Davis  BAL  1B   3900  7.00      8.257143     9.388174
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6    Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7  Addison Russell  CHC  SS   3300  4.00      7.700000     7.584694
8      Mark Trumbo  BAL  OF   3800  9.00      7.135135     7.612717
9       Adam Jones  BAL  OF   3700  3.00      7.305556     6.310171
10      Seth Smith  BAL  OF   3500  3.00      9.157895     7.790758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         35         0.0 0.00     4 0.385 0.242
5          0         0.0 0.00     4 0.631 0.700
6         37         0.0 0.00     3 0.334 0.225
7         30         0.0 0.00     6 0.290 0.147
8         37         0.0 0.00     5 0.297 0.131
9         36         0.0 0.00     2 0.318 0.132
10        19         0.0 0.00     1 0.389 0.197

[1] "Total fpts: 73.55 (80)"
        Lineup (3) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
3  Tucker Barnhart  CIN   C   2300  3.00      5.333333     4.975301
4    Anthony Rizzo  CHC  1B   4400  7.00      8.352941     7.710215
5         Ian Happ  CHC  2B   2700  4.00           NaN           NA
6      Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7      Trea Turner  WSH  SS   5000  5.00     10.434783    10.620846
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
10         Jon Jay  CHC  OF   3200  9.00      6.142857     4.912420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         24         0.0 0.00     8 0.302 0.118
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         23         0.0 0.00     1 0.311 0.177
8         30         0.0 0.00     3 0.521 0.368
9         31         0.0 0.00     1 0.310 0.181
10        14         0.0 0.00     9 0.359 0.076

[1] "Total fpts: 72.4 (81)"
     Lineup (150) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.1     21.400000    10.653169
2   Rick Porcello  BOS     P   9000 10.3     17.425000     8.628317
3     Kevan Smith  CWS     C   2200  5.0      2.400000     3.361547
4   Anthony Rizzo  CHC    1B   4400  7.0      8.352941     7.710215
5  Yolmer Sanchez  CWS 2B/3B   2300 10.0     10.000000     5.374838
6   Matt Davidson  CWS    3B   3200  5.0      6.900000     8.902395
7     Trea Turner  WSH    SS   5000  5.0     10.434783    10.620846
8    Bryce Harper  WSH    OF   5700  0.0     14.200000    11.287466
9   Melky Cabrera  CWS    OF   3400 10.0      5.633333     4.597476
10   Leury Garcia  CWS    OF   2600  4.0      7.689655     7.672322
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3          5         0.0 0.00     9 0.113 0.053
4         34         0.0 0.00     3 0.344 0.190
5         10         0.0 0.00     2 0.362 0.165
6         20         0.0 0.00     8 0.321 0.268
7         23         0.0 0.00     1 0.311 0.177
8         30         0.0 0.00     3 0.521 0.368
9         30         0.0 0.00     3 0.266 0.075
10        29         0.0 0.00     1 0.352 0.174

[1] "Total fpts: 72.05 (82)"
      Lineup (128) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
2      Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3     Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4     Trey Mancini  BAL 1B/OF   3300  8.00      9.476190    10.614231
5  Cesar Hernandez  PHI    2B   3900  5.00      9.741935     7.447450
6    Manny Machado  BAL    3B   4800  0.00      8.405405     7.736851
7         JJ Hardy  BAL    SS   2800  2.00      4.735294     5.561278
8   Billy Hamilton  CIN    OF   4400 10.00     10.117647     8.970540
9       Adam Jones  BAL    OF   3700  3.00      7.305556     6.310171
10      Seth Smith  BAL    OF   3500  3.00      9.157895     7.790758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         21         0.0 0.00     8 0.371 0.287
5         31         0.0 0.00     1 0.361 0.143
6         37         0.0 0.00     3 0.334 0.225
7         34         0.0 0.00     9 0.232 0.092
8         34         0.0 0.00     1 0.287 0.090
9         36         0.0 0.00     2 0.318 0.132
10        19         0.0 0.00     1 0.389 0.197

[1] "Total fpts: 69.55 (83)"
        Lineup (109) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
2     Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
3      Austin Hedges   SD     C   2800  2.00      7.060606     7.913357
4          Wil Myers   SD    1B   4600  8.00      9.307692     7.987338
5  Yangervis Solarte   SD    2B   3400  7.00      5.947368     5.467088
6   Cory Spangenberg   SD 3B/OF   3300  0.00      6.666667     5.537749
7        Trea Turner  WSH    SS   5000  5.00     10.434783    10.620846
8       Bryce Harper  WSH    OF   5700  0.00     14.200000    11.287466
9        Adam Duvall  CIN    OF   3900 10.00      8.735294     8.757019
10     Manuel Margot   SD    OF   3500  3.00      7.054054     6.027465
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         33         0.0 0.00     5 0.311 0.238
4         39         0.0 0.00     3 0.379 0.287
5         38         0.0 0.00     4 0.303 0.111
6         15         0.0 0.00     2 0.278 0.071
7         23         0.0 0.00     1 0.311 0.177
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     4 0.345 0.268
10        37         0.0 0.00     1 0.324 0.150

[1] "Total fpts: 68.4 (84)"
        Lineup (4) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.1     21.400000    10.653169
2    Rick Porcello  BOS   P   9000 10.3     17.425000     8.628317
3   Miguel Montero  CHC   C   3000  8.0      9.300000     8.246885
4       Joey Votto  CIN  1B   4700  6.0     10.810811     7.676942
5      Jose Peraza  CIN  2B   3100  3.0      6.696970     7.055516
6   Eugenio Suarez  CIN  3B   3600  9.0      8.970588     8.604035
7  Addison Russell  CHC  SS   3300  4.0      7.700000     7.584694
8     Bryce Harper  WSH  OF   5700  0.0     14.200000    11.287466
9      Adam Duvall  CIN  OF   3900 10.0      8.735294     8.757019
10  Scott Schebler  CIN  OF   3400  2.0      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         37         0.0 0.00     3 0.423 0.304
5         33         0.0 0.00     7 0.269 0.063
6         34         0.0 0.00     5 0.378 0.221
7         30         0.0 0.00     6 0.290 0.147
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     4 0.345 0.268
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: 67.9 (85)"
      Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET   P  11200 15.75     21.700000     9.200380
2  Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3   Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4      Eric Hosmer   KC  1B   3700  7.00      7.222222     6.123076
5     Rougned Odor  TEX  2B   4100  5.00      6.051282     5.803577
6   Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7  Alcides Escobar   KC  SS   2700  7.00      3.583333     3.651810
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9     Lorenzo Cain   KC  OF   3900  8.00      8.029412     5.219342
10     Alex Gordon   KC  OF   2900  7.00      4.352941     3.633867
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         36         0.0 0.00     4 0.341 0.117
5         39         0.0 0.00     5 0.273 0.168
6         31         0.0 0.00     2 0.324 0.236
7         36         0.0 0.00     1 0.200 0.057
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     3 0.358 0.099
10        34         0.0 0.00     9 0.238 0.039

[1] "Total fpts: 67.4 (86)"
        Lineup (27) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY   P  10100 16.1     21.400000    10.653169
2     Rick Porcello  BOS   P   9000 10.3     17.425000     8.628317
3      Cameron Rupp  PHI   C   3400  0.0      6.727273     6.234939
4     Anthony Rizzo  CHC  1B   4400  7.0      8.352941     7.710215
5          Ian Happ  CHC  2B   2700  4.0           NaN           NA
6     Maikel Franco  PHI  3B   3900  5.0      7.533333     7.726949
7     Freddy Galvis  PHI  SS   3500  0.0      7.281250     5.646777
8      Bryce Harper  WSH  OF   5700  0.0     14.200000    11.287466
9  Michael Saunders  PHI  OF   3600 19.0      7.037037     6.716693
10      Daniel Nava  PHI  OF   2800  6.0      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         30         0.0 0.00     6 0.286 0.152
7         32         0.0 0.00     9 0.307 0.188
8         30         0.0 0.00     3 0.521 0.368
9         27         0.0 0.00     5 0.296 0.141
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 67.05 (87)"
       Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET     P  11200 15.75     21.700000     9.200380
2    Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
3     Cameron Rupp  PHI     C   3400  0.00      6.727273     6.234939
4    Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5  Cesar Hernandez  PHI    2B   3900  5.00      9.741935     7.447450
6    Maikel Franco  PHI    3B   3900  5.00      7.533333     7.726949
7    Freddy Galvis  PHI    SS   3500  0.00      7.281250     5.646777
8      Adam Duvall  CIN    OF   3900 10.00      8.735294     8.757019
9   Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10     Daniel Nava  PHI    OF   2800  6.00      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         27         0.0 0.00     3 0.378 0.221
5         31         0.0 0.00     1 0.361 0.143
6         30         0.0 0.00     6 0.286 0.152
7         32         0.0 0.00     9 0.307 0.188
8         34         0.0 0.00     4 0.345 0.268
9         31         0.0 0.00     1 0.310 0.181
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 66.4 (88)"
         Lineup (77) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Michael Pineda  NYY   P  10100 16.1     21.400000    10.653169
2      Rick Porcello  BOS   P   9000 10.3     17.425000     8.628317
3      Austin Hedges   SD   C   2800  2.0      7.060606     7.913357
4          Wil Myers   SD  1B   4600  8.0      9.307692     7.987338
5  Yangervis Solarte   SD  2B   3400  7.0      5.947368     5.467088
6        Kris Bryant  CHC  3B   5100  2.0     10.875000     8.015107
7        Erick Aybar   SD  SS   2700  0.0      6.121212     6.632107
8     Billy Hamilton  CIN  OF   4400 10.0     10.117647     8.970540
9     Kyle Schwarber  CHC  OF   3800  9.0      6.903226     6.095653
10    Hunter Renfroe   SD  OF   3400  2.0      6.052632     7.082324
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         33         0.0 0.00     5 0.311 0.238
4         39         0.0 0.00     3 0.379 0.287
5         38         0.0 0.00     4 0.303 0.111
6         32         0.0 0.00     2 0.418 0.254
7         33         0.0 0.00     6 0.280 0.131
8         34         0.0 0.00     1 0.287 0.090
9         31         0.0 0.00     1 0.310 0.181
10        38         0.0 0.00     7 0.294 0.191

[1] "Total fpts: 66.4 (89)"
      Lineup (149) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.1     21.400000    10.653169
2    Rick Porcello  BOS   P   9000 10.3     17.425000     8.628317
3       Jett Bandy  MIL   C   3300  7.0      8.350000     7.435866
4    Anthony Rizzo  CHC  1B   4400  7.0      8.352941     7.710215
5         Ian Happ  CHC  2B   2700  4.0           NaN           NA
6      Travis Shaw  MIL  3B   3700 12.0      9.558824     8.749688
7    Orlando Arcia  MIL  SS   3400  2.0      5.696970     6.468601
8     Bryce Harper  WSH  OF   5700  0.0     14.200000    11.287466
9     Keon Broxton  MIL  OF   3900  3.0      8.580645     9.622107
10 Domingo Santana  MIL  OF   3700  5.0      8.333333     6.994251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         20         0.0 0.00     6 0.364 0.260
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         34         0.0 0.00     4 0.363 0.261
7         33         0.0 0.00     8 0.276 0.149
8         30         0.0 0.00     3 0.521 0.368
9         31         0.0 0.00     7 0.337 0.200
10        30         0.0 0.00     5 0.363 0.180

[1] "Total fpts: 65.85 (90)"
        Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3     Cameron Rupp  PHI   C   3400  0.00      6.727273     6.234939
4    Anthony Rizzo  CHC  1B   4400  7.00      8.352941     7.710215
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6      Kris Bryant  CHC  3B   5100  2.00     10.875000     8.015107
7    Freddy Galvis  PHI  SS   3500  0.00      7.281250     5.646777
8   Kyle Schwarber  CHC  OF   3800  9.00      6.903226     6.095653
9   Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
10     Daniel Nava  PHI  OF   2800  6.00      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         34         0.0 0.00     3 0.344 0.190
5         31         0.0 0.00     1 0.361 0.143
6         32         0.0 0.00     2 0.418 0.254
7         32         0.0 0.00     9 0.307 0.188
8         31         0.0 0.00     1 0.310 0.181
9         30         0.0 0.00     2 0.307 0.136
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 63.1 (91)"
     Lineup (120) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jason Vargas   KC   P   8400 -0.4     23.328571     9.449200
2      Matt Garza  MIL   P   8200 14.5           NaN           NA
3   Yadier Molina  STL   C   3200  7.0      6.500000     6.044376
4   Anthony Rizzo  CHC  1B   4400  7.0      8.352941     7.710215
5        Ian Happ  CHC  2B   2700  4.0           NaN           NA
6     Kris Bryant  CHC  3B   5100  2.0     10.875000     8.015107
7     Jean Segura  SEA  SS   4700  9.0     10.481481     7.350407
8  Kyle Schwarber  CHC  OF   3800  9.0      6.903226     6.095653
9  Scott Schebler  CIN  OF   3400  2.0      8.352941     8.654592
10        Jon Jay  CHC  OF   3200  9.0      6.142857     4.912420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.4 0.92    NA 0.000 0.000
2          0         5.9 1.18    NA 0.000 0.000
3         30         0.0 0.00     5 0.311 0.126
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         27         0.0 0.00     1 0.395 0.138
8         31         0.0 0.00     1 0.310 0.181
9         34         0.0 0.00     6 0.359 0.276
10        14         0.0 0.00     9 0.359 0.076

[1] "Total fpts: 59.4 (92)"
          Lineup (60) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Pineda  NYY     P  10100 16.1     21.400000    10.653169
2       Rick Porcello  BOS     P   9000 10.3     17.425000     8.628317
3  Welington Castillo  BAL     C   3500 11.0      7.555556     6.261199
4        Trey Mancini  BAL 1B/OF   3300  8.0      9.476190    10.614231
5            Ian Happ  CHC    2B   2700  4.0           NaN           NA
6         Kris Bryant  CHC    3B   5100  2.0     10.875000     8.015107
7            JJ Hardy  BAL    SS   2800  2.0      4.735294     5.561278
8        Bryce Harper  WSH    OF   5700  0.0     14.200000    11.287466
9          Adam Jones  BAL    OF   3700  3.0      7.305556     6.310171
10         Seth Smith  BAL    OF   3500  3.0      9.157895     7.790758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         18         0.0 0.00     7 0.351 0.118
4         21         0.0 0.00     8 0.371 0.287
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         34         0.0 0.00     9 0.232 0.092
8         30         0.0 0.00     3 0.521 0.368
9         36         0.0 0.00     2 0.318 0.132
10        19         0.0 0.00     1 0.389 0.197

[1] "Total fpts: 59.05 (93)"
       Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2      Gerrit Cole  PIT   P   8600 20.75     17.914286    10.304761
3     Cameron Rupp  PHI   C   3400  0.00      6.727273     6.234939
4       Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6    Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7    Freddy Galvis  PHI  SS   3500  0.00      7.281250     5.646777
8    Aaron Altherr  PHI  OF   4200  7.00     11.150000     9.016213
9      Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
10  Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         37         0.0 0.00     3 0.423 0.304
5         31         0.0 0.00     1 0.361 0.143
6         37         0.0 0.00     3 0.334 0.225
7         32         0.0 0.00     9 0.307 0.188
8         20         0.0 0.00     3 0.441 0.341
9         34         0.0 0.00     4 0.345 0.268
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: 58.85 (94)"
      Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.10     21.400000    10.653169
2     Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
3  Miguel Montero  CHC     C   3000  8.00      9.300000     8.246885
4      Ryon Healy  OAK 1B/3B   3500  3.00      6.647059     7.547355
5      Jed Lowrie  OAK    2B   3600  0.00      7.228571     6.467501
6     Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7    Adam Rosales  OAK    SS   2800  0.00      5.793103     4.865177
8     Khris Davis  OAK    OF   3900  0.00      7.228571     7.708230
9  Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
10     Matt Joyce  OAK    OF   3300  0.00      6.517241     7.079249
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         34         0.0 0.00     3 0.323 0.201
5         35         0.0 0.00     2 0.350 0.163
6         32         0.0 0.00     2 0.418 0.254
7         29         0.0 0.00     9 0.303 0.139
8         35         0.0 0.00     4 0.334 0.265
9         31         0.0 0.00     1 0.310 0.181
10        29         0.0 0.00     1 0.286 0.184

[1] "Total fpts: 58.45 (95)"
      Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Rick Porcello  BOS   P   9000 10.30     17.425000     8.628317
2  Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3  Jonathan Lucroy  TEX   C   3900 11.00      5.555556     6.034091
4      Chris Davis  BAL  1B   3900  7.00      8.257143     9.388174
5  Jonathan Schoop  BAL  2B   3400 12.00      7.314286     5.239956
6    Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7     Elvis Andrus  TEX  SS   4000  6.00      7.973684     7.416151
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9      Mark Trumbo  BAL  OF   3800  9.00      7.135135     7.612717
10      Adam Jones  BAL  OF   3700  3.00      7.305556     6.310171
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         35         0.0 0.00     4 0.385 0.242
5         35         0.0 0.00     6 0.342 0.197
6         37         0.0 0.00     3 0.334 0.225
7         38         0.0 0.00     2 0.335 0.163
8         30         0.0 0.00     3 0.521 0.368
9         37         0.0 0.00     5 0.297 0.131
10        36         0.0 0.00     2 0.318 0.132

[1] "Total fpts: 58.4 (96)"
      Lineup (138) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA   P   8800 24.25     12.492857    10.809310
2  Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3   Miguel Montero  CHC   C   3000  8.00      9.300000     8.246885
4   Ryan Zimmerman  WSH  1B   4800  0.00     13.344828     9.111515
5    Daniel Murphy  WSH  2B   4900  5.00      9.500000     9.329108
6   Anthony Rendon  WSH  3B   4300  2.00      8.677419    12.931582
7  Alcides Escobar   KC  SS   2700  7.00      3.583333     3.651810
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9     Jayson Werth  WSH  OF   4200  2.00      8.241379     8.580106
10     Adam Duvall  CIN  OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         31         0.0 0.00     6 0.352 0.163
7         36         0.0 0.00     1 0.200 0.057
8         30         0.0 0.00     3 0.521 0.368
9         29         0.0 0.00     2 0.404 0.193
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: 47.55 (97)"
     Lineup (117) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Rick Porcello  BOS     P   9000 10.30     17.425000     8.628317
2  Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
3    Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4      Ryon Healy  OAK 1B/3B   3500  3.00      6.647059     7.547355
5      Jed Lowrie  OAK    2B   3600  0.00      7.228571     6.467501
6   Manny Machado  BAL    3B   4800  0.00      8.405405     7.736851
7    Adam Rosales  OAK    SS   2800  0.00      5.793103     4.865177
8    Bryce Harper  WSH    OF   5700  0.00     14.200000    11.287466
9     Khris Davis  OAK    OF   3900  0.00      7.228571     7.708230
10     Matt Joyce  OAK    OF   3300  0.00      6.517241     7.079249
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         34         0.0 0.00     3 0.323 0.201
5         35         0.0 0.00     2 0.350 0.163
6         37         0.0 0.00     3 0.334 0.225
7         29         0.0 0.00     9 0.303 0.139
8         30         0.0 0.00     3 0.521 0.368
9         35         0.0 0.00     4 0.334 0.265
10        29         0.0 0.00     1 0.286 0.184

[1] "Total fpts: 42.9 (98)"
       Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET   P  11200 15.75     21.700000     9.200380
2  Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3     Cameron Rupp  PHI   C   3400  0.00      6.727273     6.234939
4       Joey Votto  CIN  1B   4700  6.00     10.810811     7.676942
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6   Mike Moustakas   KC  3B   3400 10.00      7.774194     6.432779
7    Freddy Galvis  PHI  SS   3500  0.00      7.281250     5.646777
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9   Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
10     Daniel Nava  PHI  OF   2800  6.00      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         22         0.0 0.00     8 0.356 0.195
4         37         0.0 0.00     3 0.423 0.304
5         31         0.0 0.00     1 0.361 0.143
6         31         0.0 0.00     2 0.324 0.236
7         32         0.0 0.00     9 0.307 0.188
8         30         0.0 0.00     3 0.521 0.368
9         30         0.0 0.00     2 0.307 0.136
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: 42.4 (99)"
      Lineup (41) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Pineda  NYY     P  10100 16.1     21.400000    10.653169
2   Rick Porcello  BOS     P   9000 10.3     17.425000     8.628317
3    Stephen Vogt  OAK     C   3100  2.0      4.800000     5.530220
4      Mark Canha  OAK 1B/OF   2900  2.0      7.714286    11.571723
5      Jed Lowrie  OAK    2B   3600  0.0      7.228571     6.467501
6     Kris Bryant  CHC    3B   5100  2.0     10.875000     8.015107
7    Adam Rosales  OAK    SS   2800  0.0      5.793103     4.865177
8    Bryce Harper  WSH    OF   5700  0.0     14.200000    11.287466
9  Billy Hamilton  CIN    OF   4400 10.0     10.117647     8.970540
10     Matt Joyce  OAK    OF   3300  0.0      6.517241     7.079249
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         25         0.0 0.00     7 0.281 0.146
4          7         0.0 0.00     8 0.312 0.177
5         35         0.0 0.00     2 0.350 0.163
6         32         0.0 0.00     2 0.418 0.254
7         29         0.0 0.00     9 0.303 0.139
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     1 0.287 0.090
10        29         0.0 0.00     1 0.286 0.184

[1] "Total fpts: 41.25 (100)"
       Lineup (79) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY   P  10100 16.10     21.400000    10.653169
2  Miguel Gonzalez  CWS   P   7700  0.15     13.157143    13.645037
3  Tucker Barnhart  CIN   C   2300  3.00      5.333333     4.975301
4     Tommy Joseph  PHI  1B   3800 10.00      7.115385     7.295626
5  Cesar Hernandez  PHI  2B   3900  5.00      9.741935     7.447450
6    Manny Machado  BAL  3B   4800  0.00      8.405405     7.736851
7    Freddy Galvis  PHI  SS   3500  0.00      7.281250     5.646777
8     Bryce Harper  WSH  OF   5700  0.00     14.200000    11.287466
9    Aaron Altherr  PHI  OF   4200  7.00     11.150000     9.016213
10  Odubel Herrera  PHI  OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.4 1.41    NA 0.000 0.000
3         24         0.0 0.00     8 0.302 0.118
4         26         0.0 0.00     4 0.336 0.186
5         31         0.0 0.00     1 0.361 0.143
6         37         0.0 0.00     3 0.334 0.225
7         32         0.0 0.00     9 0.307 0.188
8         30         0.0 0.00     3 0.521 0.368
9         20         0.0 0.00     3 0.441 0.341
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: NA (101)"
         Lineup (6) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT    P   8600 20.75     17.914286    10.304761
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3   Jonathan Lucroy  TEX    C   3900 11.00      5.555556     6.034091
4     Anthony Rizzo  CHC   1B   4400  7.00      8.352941     7.710215
5      Rougned Odor  TEX   2B   4100  5.00      6.051282     5.803577
6       Kris Bryant  CHC   3B   5100  2.00     10.875000     8.015107
7      Elvis Andrus  TEX   SS   4000  6.00      7.973684     7.416151
8     Shin-Soo Choo  TEX   OF   4300 17.00      7.454545     8.208574
9      Nomar Mazara  TEX   OF   4000 11.00      8.057143     8.213844
10   Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.06    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     4 0.310 0.107
4         34         0.0 0.00     3 0.344 0.190
5         39         0.0 0.00     5 0.273 0.168
6         32         0.0 0.00     2 0.418 0.254
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     1 0.339 0.143
9         35         0.0 0.00     3 0.328 0.179
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: NA (102)"
         Lineup (8) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3    Salvador Perez   KC    C   3400 16.00      7.151515     7.374454
4     Anthony Rizzo  CHC   1B   4400  7.00      8.352941     7.710215
5          Ian Happ  CHC   2B   2700  4.00           NaN           NA
6       Kris Bryant  CHC   3B   5100  2.00     10.875000     8.015107
7      Elvis Andrus  TEX   SS   4000  6.00      7.973684     7.416151
8       Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
9    Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
10          Jon Jay  CHC   OF   3200  9.00      6.142857     4.912420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         33         0.0    0     5 0.343 0.214
4         34         0.0    0     3 0.344 0.190
5          0         0.0    0     4 0.631 0.700
6         32         0.0    0     2 0.418 0.254
7         38         0.0    0     2 0.335 0.163
8         34         0.0    0     4 0.345 0.268
9         31         0.0    0     1 0.310 0.181
10        14         0.0    0     9 0.359 0.076

[1] "Total fpts: NA (103)"
        Lineup (12) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA    P   8800 24.25     12.492857    10.809310
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3   Jonathan Lucroy  TEX    C   3900 11.00      5.555556     6.034091
4        Joey Votto  CIN   1B   4700  6.00     10.810811     7.676942
5          Ian Happ  CHC   2B   2700  4.00           NaN           NA
6    Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7       Zack Cozart  CIN   SS   3600 24.00      9.483871     6.360665
8      Bryce Harper  WSH   OF   5700  0.00     14.200000    11.287466
9    Billy Hamilton  CIN   OF   4400 10.00     10.117647     8.970540
10      Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     4 0.310 0.107
4         37         0.0 0.00     3 0.423 0.304
5          0         0.0 0.00     4 0.631 0.700
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     1 0.287 0.090
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: NA (104)"
      Lineup (16) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Ervin Santana <NA> <NA>     NA    NA     24.314286    11.727379
2  Jhoulys Chacin   SD    P   7100 27.35     12.193750    13.544357
3    Gary Sanchez  NYY    C   4600 10.00      8.571429     8.345559
4   Anthony Rizzo  CHC   1B   4400  7.00      8.352941     7.710215
5        Ian Happ  CHC   2B   2700  4.00           NaN           NA
6     Kris Bryant  CHC   3B   5100  2.00     10.875000     8.015107
7    Aledmys Diaz  STL   SS   3800  7.00      7.032258     8.784395
8      Mike Trout  LAA   OF   5600 20.00     12.333333     6.464647
9  Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
10        Jon Jay  CHC   OF   3200  9.00      6.142857     4.912420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7          NA   NA    NA    NA    NA
2          8         5.1 1.31    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     6 0.299 0.142
8         33         0.0 0.00     2 0.486 0.391
9         31         0.0 0.00     1 0.310 0.181
10        14         0.0 0.00     9 0.359 0.076

[1] "Total fpts: NA (105)"
            Lineup (19) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Pineda  NYY    P  10100 16.10     21.400000    10.653169
2           Gerrit Cole  PIT    P   8600 20.75     17.914286    10.304761
3        Miguel Montero  CHC    C   3000  8.00      9.300000     8.246885
4       Victor Martinez  DET   1B   3400  0.00      6.933333     6.197515
5           Ian Kinsler  DET   2B   3800  8.00      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7       Addison Russell  CHC   SS   3300  4.00      7.700000     7.584694
8           JD Martinez  DET   OF   4300  7.00           NaN           NA
9          Justin Upton  DET   OF   4100  5.00      9.266667     7.705499
10       Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         30         0.0 0.00     4 0.322 0.100
5         26         0.0 0.00     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         30         0.0 0.00     6 0.290 0.147
8          0         0.0 0.00     3 0.776 1.000
9         30         0.0 0.00     5 0.380 0.256
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: NA (106)"
       Lineup (22) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2   German Marquez <NA> <NA>     NA   NA           NaN           NA
3  Jonathan Lucroy  TEX    C   3900 11.0      5.555556     6.034091
4      Mike Napoli  TEX   1B   3900  6.0      6.555556     8.216515
5     Rougned Odor  TEX   2B   4100  5.0      6.051282     5.803577
6      Kris Bryant  CHC   3B   5100  2.0     10.875000     8.015107
7     Elvis Andrus  TEX   SS   4000  6.0      7.973684     7.416151
8   Billy Hamilton  CIN   OF   4400 10.0     10.117647     8.970540
9     Nomar Mazara  TEX   OF   4000 11.0      8.057143     8.213844
10  Scott Schebler  CIN   OF   3400  2.0      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     6 0.271 0.204
5         39         0.0 0.00     5 0.273 0.168
6         32         0.0 0.00     2 0.418 0.254
7         38         0.0 0.00     2 0.335 0.163
8         34         0.0 0.00     1 0.287 0.090
9         35         0.0 0.00     3 0.328 0.179
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (107)"
            Lineup (32) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Pineda  NYY    P  10100 16.10     21.400000    10.653169
2           Gerrit Cole  PIT    P   8600 20.75     17.914286    10.304761
3          James McCann  DET    C   3000  5.00      6.619048     8.114655
4         Anthony Rizzo  CHC   1B   4400  7.00      8.352941     7.710215
5           Ian Kinsler  DET   2B   3800  8.00      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET   SS   2600  0.00      6.280000     6.528910
8            Mike Trout  LAA   OF   5600 20.00     12.333333     6.464647
9           JD Martinez  DET   OF   4300  7.00           NaN           NA
10          Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         21         0.0 0.00     8 0.316 0.253
4         34         0.0 0.00     3 0.344 0.190
5         26         0.0 0.00     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         25         0.0 0.00     9 0.239 0.114
8         33         0.0 0.00     2 0.486 0.391
9          0         0.0 0.00     3 0.776 1.000
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: NA (108)"
        Lineup (38) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
2   Miguel Gonzalez  CWS    P   7700  0.15     13.157143    13.645037
3      Gary Sanchez  NYY    C   4600 10.00      8.571429     8.345559
4        Joey Votto  CIN   1B   4700  6.00     10.810811     7.676942
5       Jose Peraza  CIN   2B   3100  3.00      6.696970     7.055516
6    Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7       Trea Turner  WSH   SS   5000  5.00     10.434783    10.620846
8       Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
9    Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
10   Scott Schebler  CIN   OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          7         6.4 1.41    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         37         0.0 0.00     3 0.423 0.304
5         33         0.0 0.00     7 0.269 0.063
6         34         0.0 0.00     5 0.378 0.221
7         23         0.0 0.00     1 0.311 0.177
8         34         0.0 0.00     4 0.345 0.268
9         31         0.0 0.00     1 0.310 0.181
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (109)"
      Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Michael Fulmer  DET     P  11200 15.75     21.700000     9.200380
2  German Marquez <NA>  <NA>     NA    NA           NaN           NA
3    Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4      Joey Votto  CIN    1B   4700  6.00     10.810811     7.676942
5    Adam Frazier  PIT 2B/OF   3300  8.00      8.142857     7.315496
6  Eugenio Suarez  CIN    3B   3600  9.00      8.970588     8.604035
7     Zack Cozart  CIN    SS   3600 24.00      9.483871     6.360665
8  Billy Hamilton  CIN    OF   4400 10.00     10.117647     8.970540
9     Adam Duvall  CIN    OF   3900 10.00      8.735294     8.757019
10 Odubel Herrera  PHI    OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0    0     2 0.373 0.185
4         37         0.0    0     3 0.423 0.304
5         14         0.0    0     1 0.366 0.123
6         34         0.0    0     5 0.378 0.221
7         31         0.0    0     2 0.431 0.244
8         34         0.0    0     1 0.287 0.090
9         34         0.0    0     4 0.345 0.268
10        30         0.0    0     2 0.307 0.136

[1] "Total fpts: NA (110)"
       Lineup (45) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2   German Marquez <NA> <NA>     NA   NA           NaN           NA
3   Miguel Montero  CHC    C   3000  8.0      9.300000     8.246885
4   Ryan Zimmerman  WSH   1B   4800  0.0     13.344828     9.111515
5    Daniel Murphy  WSH   2B   4900  5.0      9.500000     9.329108
6   Anthony Rendon  WSH   3B   4300  2.0      8.677419    12.931582
7  Addison Russell  CHC   SS   3300  4.0      7.700000     7.584694
8     Bryce Harper  WSH   OF   5700  0.0     14.200000    11.287466
9   Kyle Schwarber  CHC   OF   3800  9.0      6.903226     6.095653
10   Brian Goodwin  WSH   OF   2800  7.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         10         0.0 0.00     7 0.368 0.192
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         31         0.0 0.00     6 0.352 0.163
7         30         0.0 0.00     6 0.290 0.147
8         30         0.0 0.00     3 0.521 0.368
9         31         0.0 0.00     1 0.310 0.181
10         0         0.0 0.00     7 0.477 0.200

[1] "Total fpts: NA (111)"
          Lineup (47) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Miguel Gonzalez  CWS    P   7700  0.15     13.157143    13.645037
2      German Marquez <NA> <NA>     NA    NA           NaN           NA
3  Francisco Cervelli  PIT    C   3500  6.00      6.333333     5.449065
4       Anthony Rizzo  CHC   1B   4400  7.00      8.352941     7.710215
5            Ian Happ  CHC   2B   2700  4.00           NaN           NA
6         Kris Bryant  CHC   3B   5100  2.00     10.875000     8.015107
7     Xander Bogaerts  BOS   SS   4300 22.00      8.612903     5.426340
8        Mookie Betts  BOS   OF   5300 11.00      9.757576    10.009465
9      Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
10            Jon Jay  CHC   OF   3200  9.00      6.142857     4.912420
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.4 1.41    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     6 0.312 0.182
4         34         0.0 0.00     3 0.344 0.190
5          0         0.0 0.00     4 0.631 0.700
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     3 0.366 0.092
8         33         0.0 0.00     1 0.388 0.243
9         31         0.0 0.00     1 0.310 0.181
10        14         0.0 0.00     9 0.359 0.076

[1] "Total fpts: NA (112)"
            Lineup (49) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Pineda  NYY    P  10100 16.10     21.400000    10.653169
2        Jhoulys Chacin   SD    P   7100 27.35     12.193750    13.544357
3       Jonathan Lucroy  TEX    C   3900 11.00      5.555556     6.034091
4            Joey Votto  CIN   1B   4700  6.00     10.810811     7.676942
5          Rougned Odor  TEX   2B   4100  5.00      6.051282     5.803577
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7          Elvis Andrus  TEX   SS   4000  6.00      7.973684     7.416151
8         Shin-Soo Choo  TEX   OF   4300 17.00      7.454545     8.208574
9          Nomar Mazara  TEX   OF   4000 11.00      8.057143     8.213844
10          Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         37         0.0 0.00     3 0.423 0.304
5         39         0.0 0.00     5 0.273 0.168
6          0          NA   NA    NA    NA    NA
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     1 0.339 0.143
9         35         0.0 0.00     3 0.328 0.179
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: NA (113)"
         Lineup (53) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS    P   9000 10.3     17.425000     8.628317
2   Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3     Miguel Montero  CHC    C   3000  8.0      9.300000     8.246885
4     Mitch Moreland  BOS   1B   3400 12.0      6.735294     6.634660
5     Dustin Pedroia  BOS   2B   3800  4.0      6.677419     5.387560
6        Kris Bryant  CHC   3B   5100  2.0     10.875000     8.015107
7    Xander Bogaerts  BOS   SS   4300 22.0      8.612903     5.426340
8       Mookie Betts  BOS   OF   5300 11.0      9.757576    10.009465
9  Andrew Benintendi  BOS   OF   4400  2.0      8.088235     7.948195
10    Kyle Schwarber  CHC   OF   3800  9.0      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         10         0.0 0.00     7 0.368 0.192
4         34         0.0 0.00     5 0.343 0.158
5         31         0.0 0.00     2 0.325 0.100
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     3 0.366 0.092
8         33         0.0 0.00     1 0.388 0.243
9         34         0.0 0.00     4 0.351 0.152
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: NA (114)"
        Lineup (54) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS    P   9000 10.3     17.425000     8.628317
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3   Jonathan Lucroy  TEX    C   3900 11.0      5.555556     6.034091
4       Mike Napoli  TEX   1B   3900  6.0      6.555556     8.216515
5      Rougned Odor  TEX   2B   4100  5.0      6.051282     5.803577
6        Joey Gallo  TEX   3B   4400  9.0      8.864865     8.762807
7       Zack Cozart  CIN   SS   3600 24.0      9.483871     6.360665
8      Bryce Harper  WSH   OF   5700  0.0     14.200000    11.287466
9      Nomar Mazara  TEX   OF   4000 11.0      8.057143     8.213844
10   Scott Schebler  CIN   OF   3400  2.0      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     6 0.271 0.204
5         39         0.0 0.00     5 0.273 0.168
6         37         0.0 0.00     7 0.347 0.331
7         31         0.0 0.00     2 0.431 0.244
8         30         0.0 0.00     3 0.521 0.368
9         35         0.0 0.00     3 0.328 0.179
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (115)"
        Lineup (56) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
2    Jhoulys Chacin   SD    P   7100 27.35     12.193750    13.544357
3    Miguel Montero  CHC    C   3000  8.00      9.300000     8.246885
4    Ryan Zimmerman  WSH   1B   4800  0.00     13.344828     9.111515
5     Daniel Murphy  WSH   2B   4900  5.00      9.500000     9.329108
6    Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7       Trea Turner  WSH   SS   5000  5.00     10.434783    10.620846
8      Bryce Harper  WSH   OF   5700  0.00     14.200000    11.287466
9      Jayson Werth  WSH   OF   4200  2.00      8.241379     8.580106
10   Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0          NA   NA    NA    NA    NA
2          8         5.1 1.31    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         34         0.0 0.00     5 0.378 0.221
7         23         0.0 0.00     1 0.311 0.177
8         30         0.0 0.00     3 0.521 0.368
9         29         0.0 0.00     2 0.404 0.193
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: NA (116)"
        Lineup (57) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ervin Santana <NA> <NA>     NA   NA     24.314286    11.727379
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3    Miguel Montero  CHC    C   3000    8      9.300000     8.246885
4        Joey Votto  CIN   1B   4700    6     10.810811     7.676942
5      Rougned Odor  TEX   2B   4100    5      6.051282     5.803577
6    Eugenio Suarez  CIN   3B   3600    9      8.970588     8.604035
7       Zack Cozart  CIN   SS   3600   24      9.483871     6.360665
8      Mookie Betts  BOS   OF   5300   11      9.757576    10.009465
9       Adam Duvall  CIN   OF   3900   10      8.735294     8.757019
10   Scott Schebler  CIN   OF   3400    2      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7          NA   NA    NA    NA    NA
2          0          NA   NA    NA    NA    NA
3         10           0    0     7 0.368 0.192
4         37           0    0     3 0.423 0.304
5         39           0    0     5 0.273 0.168
6         34           0    0     5 0.378 0.221
7         31           0    0     2 0.431 0.244
8         33           0    0     1 0.388 0.243
9         34           0    0     4 0.345 0.268
10        34           0    0     6 0.359 0.276

[1] "Total fpts: NA (117)"
        Lineup (58) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA    P   8800 24.25     12.492857    10.809310
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3      Cameron Rupp  PHI    C   3400  0.00      6.727273     6.234939
4     Anthony Rizzo  CHC   1B   4400  7.00      8.352941     7.710215
5   Cesar Hernandez  PHI   2B   3900  5.00      9.741935     7.447450
6    Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7     Freddy Galvis  PHI   SS   3500  0.00      7.281250     5.646777
8      Bryce Harper  WSH   OF   5700  0.00     14.200000    11.287466
9     Aaron Altherr  PHI   OF   4200  7.00     11.150000     9.016213
10   Odubel Herrera  PHI   OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         22         0.0 0.00     8 0.356 0.195
4         34         0.0 0.00     3 0.344 0.190
5         31         0.0 0.00     1 0.361 0.143
6         34         0.0 0.00     5 0.378 0.221
7         32         0.0 0.00     9 0.307 0.188
8         30         0.0 0.00     3 0.521 0.368
9         20         0.0 0.00     3 0.441 0.341
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: NA (118)"
        Lineup (59) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3    Salvador Perez   KC    C   3400 16.00      7.151515     7.374454
4       Eric Hosmer   KC   1B   3700  7.00      7.222222     6.123076
5   Cesar Hernandez  PHI   2B   3900  5.00      9.741935     7.447450
6    Mike Moustakas   KC   3B   3400 10.00      7.774194     6.432779
7   Addison Russell  CHC   SS   3300  4.00      7.700000     7.584694
8      Bryce Harper  WSH   OF   5700  0.00     14.200000    11.287466
9      Lorenzo Cain   KC   OF   3900  8.00      8.029412     5.219342
10      Jorge Soler   KC   OF   3400  5.00      5.111111     5.085382
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         33         0.0    0     5 0.343 0.214
4         36         0.0    0     4 0.341 0.117
5         31         0.0    0     1 0.361 0.143
6         31         0.0    0     2 0.324 0.236
7         30         0.0    0     6 0.290 0.147
8         30         0.0    0     3 0.521 0.368
9         34         0.0    0     3 0.358 0.099
10         9         0.0    0     6 0.305 0.167

[1] "Total fpts: NA (119)"
        Lineup (64) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET     P  11200 15.75     21.700000     9.200380
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3    Salvador Perez   KC     C   3400 16.00      7.151515     7.374454
4       Eric Hosmer   KC    1B   3700  7.00      7.222222     6.123076
5   Whit Merrifield   KC 2B/OF   3200 14.00      6.272727     6.511395
6       Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7       Trea Turner  WSH    SS   5000  5.00     10.434783    10.620846
8    Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
9       Jorge Soler   KC    OF   3400  5.00      5.111111     5.085382
10     Brandon Moss   KC    OF   3200  5.00      6.200000     5.802298
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         33         0.0    0     5 0.343 0.214
4         36         0.0    0     4 0.341 0.117
5         22         0.0    0     8 0.291 0.145
6         32         0.0    0     2 0.418 0.254
7         23         0.0    0     1 0.311 0.177
8         31         0.0    0     1 0.310 0.181
9          9         0.0    0     6 0.305 0.167
10        25         0.0    0     7 0.277 0.217

[1] "Total fpts: NA (120)"
            Lineup (67) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2         Rick Porcello  BOS    P   9000 10.3     17.425000     8.628317
3       Jonathan Lucroy  TEX    C   3900 11.0      5.555556     6.034091
4       Victor Martinez  DET   1B   3400  0.0      6.933333     6.197515
5           Ian Kinsler  DET   2B   3800  8.0      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA   NA           NaN           NA
7         Jose Iglesias  DET   SS   2600  0.0      6.280000     6.528910
8          Bryce Harper  WSH   OF   5700  0.0     14.200000    11.287466
9           JD Martinez  DET   OF   4300  7.0           NaN           NA
10       Scott Schebler  CIN   OF   3400  2.0      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         27         0.0 0.00     4 0.310 0.107
4         30         0.0 0.00     4 0.322 0.100
5         26         0.0 0.00     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         25         0.0 0.00     9 0.239 0.114
8         30         0.0 0.00     3 0.521 0.368
9          0         0.0 0.00     3 0.776 1.000
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (121)"
          Lineup (69) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2      German Marquez <NA> <NA>     NA    NA           NaN           NA
3  Francisco Cervelli  PIT    C   3500  6.00      6.333333     5.449065
4          Joey Votto  CIN   1B   4700  6.00     10.810811     7.676942
5         Jose Peraza  CIN   2B   3100  3.00      6.696970     7.055516
6      Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7        Elvis Andrus  TEX   SS   4000  6.00      7.973684     7.416151
8          Mike Trout  LAA   OF   5600 20.00     12.333333     6.464647
9         Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
10     Scott Schebler  CIN   OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0    0     6 0.312 0.182
4         37         0.0    0     3 0.423 0.304
5         33         0.0    0     7 0.269 0.063
6         34         0.0    0     5 0.378 0.221
7         38         0.0    0     2 0.335 0.163
8         33         0.0    0     2 0.486 0.391
9         34         0.0    0     4 0.345 0.268
10        34         0.0    0     6 0.359 0.276

[1] "Total fpts: NA (122)"
        Lineup (71) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Gerrit Cole  PIT    P   8600 20.75     17.914286    10.304761
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3      Gary Sanchez  NYY    C   4600 10.00      8.571429     8.345559
4      Tommy Joseph  PHI   1B   3800 10.00      7.115385     7.295626
5   Cesar Hernandez  PHI   2B   3900  5.00      9.741935     7.447450
6    Mike Moustakas   KC   3B   3400 10.00      7.774194     6.432779
7     Freddy Galvis  PHI   SS   3500  0.00      7.281250     5.646777
8        Mike Trout  LAA   OF   5600 20.00     12.333333     6.464647
9     Aaron Altherr  PHI   OF   4200  7.00     11.150000     9.016213
10   Odubel Herrera  PHI   OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.06    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0 0.00     2 0.373 0.185
4         26         0.0 0.00     4 0.336 0.186
5         31         0.0 0.00     1 0.361 0.143
6         31         0.0 0.00     2 0.324 0.236
7         32         0.0 0.00     9 0.307 0.188
8         33         0.0 0.00     2 0.486 0.391
9         20         0.0 0.00     3 0.441 0.341
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: NA (123)"
      Lineup (74) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Gerrit Cole  PIT     P   8600 20.75     17.914286    10.304761
2  German Marquez <NA>  <NA>     NA    NA           NaN           NA
3    Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4   Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5  Starlin Castro  NYY    2B   4300 21.00      9.529412     7.532698
6     Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7     Zack Cozart  CIN    SS   3600 24.00      9.483871     6.360665
8     Aaron Judge  NYY    OF   4900 11.00     12.531250    10.791228
9   Brett Gardner  NYY    OF   4300 17.00     10.206897     9.871964
10 Scott Schebler  CIN    OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.06    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0 0.00     2 0.373 0.185
4         27         0.0 0.00     3 0.378 0.221
5         34         0.0 0.00     4 0.395 0.193
6         32         0.0 0.00     2 0.418 0.254
7         31         0.0 0.00     2 0.431 0.244
8         32         0.0 0.00     5 0.473 0.420
9         29         0.0 0.00     1 0.365 0.223
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (124)"
          Lineup (76) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jhoulys Chacin   SD    P   7100 27.35     12.193750    13.544357
2      German Marquez <NA> <NA>     NA    NA           NaN           NA
3  Welington Castillo  BAL    C   3500 11.00      7.555556     6.261199
4          Joey Votto  CIN   1B   4700  6.00     10.810811     7.676942
5     Cesar Hernandez  PHI   2B   3900  5.00      9.741935     7.447450
6      Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7         Zack Cozart  CIN   SS   3600 24.00      9.483871     6.360665
8        Bryce Harper  WSH   OF   5700  0.00     14.200000    11.287466
9         Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
10     Scott Schebler  CIN   OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.1 1.31    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         18         0.0 0.00     7 0.351 0.118
4         37         0.0 0.00     3 0.423 0.304
5         31         0.0 0.00     1 0.361 0.143
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     4 0.345 0.268
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (125)"
        Lineup (80) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3   Tucker Barnhart  CIN    C   2300  3.00      5.333333     4.975301
4       Eric Hosmer   KC   1B   3700  7.00      7.222222     6.123076
5       Jose Peraza  CIN   2B   3100  3.00      6.696970     7.055516
6    Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7      Aledmys Diaz  STL   SS   3800  7.00      7.032258     8.784395
8      Bryce Harper  WSH   OF   5700  0.00     14.200000    11.287466
9       Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
10   Scott Schebler  CIN   OF   3400  2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         24         0.0    0     8 0.302 0.118
4         36         0.0    0     4 0.341 0.117
5         33         0.0    0     7 0.269 0.063
6         34         0.0    0     5 0.378 0.221
7         31         0.0    0     6 0.299 0.142
8         30         0.0    0     3 0.521 0.368
9         34         0.0    0     4 0.345 0.268
10        34         0.0    0     6 0.359 0.276

[1] "Total fpts: NA (126)"
            Lineup (83) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Rick Porcello  BOS    P   9000 10.30     17.425000     8.628317
2        Matt Shoemaker  LAA    P   8800 24.25     12.492857    10.809310
3        Salvador Perez   KC    C   3400 16.00      7.151515     7.374454
4       Victor Martinez  DET   1B   3400  0.00      6.933333     6.197515
5           Ian Kinsler  DET   2B   3800  8.00      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7           Trea Turner  WSH   SS   5000  5.00     10.434783    10.620846
8        Billy Hamilton  CIN   OF   4400 10.00     10.117647     8.970540
9           JD Martinez  DET   OF   4300  7.00           NaN           NA
10         Justin Upton  DET   OF   4100  5.00      9.266667     7.705499
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         33         0.0 0.00     5 0.343 0.214
4         30         0.0 0.00     4 0.322 0.100
5         26         0.0 0.00     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         23         0.0 0.00     1 0.311 0.177
8         34         0.0 0.00     1 0.287 0.090
9          0         0.0 0.00     3 0.776 1.000
10        30         0.0 0.00     5 0.380 0.256

[1] "Total fpts: NA (127)"
       Lineup (86) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2   German Marquez <NA> <NA>     NA    NA           NaN           NA
3     Cameron Rupp  PHI    C   3400  0.00      6.727273     6.234939
4      Eric Hosmer   KC   1B   3700  7.00      7.222222     6.123076
5  Cesar Hernandez  PHI   2B   3900  5.00      9.741935     7.447450
6      Kris Bryant  CHC   3B   5100  2.00     10.875000     8.015107
7    Freddy Galvis  PHI   SS   3500  0.00      7.281250     5.646777
8   Billy Hamilton  CIN   OF   4400 10.00     10.117647     8.970540
9    Aaron Altherr  PHI   OF   4200  7.00     11.150000     9.016213
10  Odubel Herrera  PHI   OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         22         0.0    0     8 0.356 0.195
4         36         0.0    0     4 0.341 0.117
5         31         0.0    0     1 0.361 0.143
6         32         0.0    0     2 0.418 0.254
7         32         0.0    0     9 0.307 0.188
8         34         0.0    0     1 0.287 0.090
9         20         0.0    0     3 0.441 0.341
10        30         0.0    0     2 0.307 0.136

[1] "Total fpts: NA (128)"
            Lineup (87) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2           Gerrit Cole  PIT    P   8600 20.75     17.914286    10.304761
3          James McCann  DET    C   3000  5.00      6.619048     8.114655
4            Joey Votto  CIN   1B   4700  6.00     10.810811     7.676942
5           Ian Kinsler  DET   2B   3800  8.00      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET   SS   2600  0.00      6.280000     6.528910
8        Billy Hamilton  CIN   OF   4400 10.00     10.117647     8.970540
9        Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
10        Tyler Collins  DET   OF   3100 37.00      5.761905     7.334199
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         6.3 1.06    NA 0.000 0.000
3         21         0.0 0.00     8 0.316 0.253
4         37         0.0 0.00     3 0.423 0.304
5         26         0.0 0.00     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         25         0.0 0.00     9 0.239 0.114
8         34         0.0 0.00     1 0.287 0.090
9         31         0.0 0.00     1 0.310 0.181
10        21         0.0 0.00     7 0.269 0.093

[1] "Total fpts: NA (129)"
       Lineup (89) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Miguel Gonzalez  CWS    P   7700 0.15     13.157143    13.645037
2   German Marquez <NA> <NA>     NA   NA           NaN           NA
3  Tucker Barnhart  CIN    C   2300 3.00      5.333333     4.975301
4   Ryan Zimmerman  WSH   1B   4800 0.00     13.344828     9.111515
5    Daniel Murphy  WSH   2B   4900 5.00      9.500000     9.329108
6      Kris Bryant  CHC   3B   5100 2.00     10.875000     8.015107
7      Trea Turner  WSH   SS   5000 5.00     10.434783    10.620846
8     Bryce Harper  WSH   OF   5700 0.00     14.200000    11.287466
9     Jayson Werth  WSH   OF   4200 2.00      8.241379     8.580106
10  Scott Schebler  CIN   OF   3400 2.00      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.4 1.41    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         24         0.0 0.00     8 0.302 0.118
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         32         0.0 0.00     2 0.418 0.254
7         23         0.0 0.00     1 0.311 0.177
8         30         0.0 0.00     3 0.521 0.368
9         29         0.0 0.00     2 0.404 0.193
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (130)"
        Lineup (91) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2  Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3   Jonathan Lucroy  TEX    C   3900 11.00      5.555556     6.034091
4       Mike Napoli  TEX   1B   3900  6.00      6.555556     8.216515
5      Rougned Odor  TEX   2B   4100  5.00      6.051282     5.803577
6    Eugenio Suarez  CIN   3B   3600  9.00      8.970588     8.604035
7      Elvis Andrus  TEX   SS   4000  6.00      7.973684     7.416151
8      Nomar Mazara  TEX   OF   4000 11.00      8.057143     8.213844
9       Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
10 Michael Saunders  PHI   OF   3600 19.00      7.037037     6.716693
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0    0     4 0.310 0.107
4         36         0.0    0     6 0.271 0.204
5         39         0.0    0     5 0.273 0.168
6         34         0.0    0     5 0.378 0.221
7         38         0.0    0     2 0.335 0.163
8         35         0.0    0     3 0.328 0.179
9         34         0.0    0     4 0.345 0.268
10        27         0.0    0     5 0.296 0.141

[1] "Total fpts: NA (131)"
          Lineup (93) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2    Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3  Welington Castillo  BAL    C   3500 11.0      7.555556     6.261199
4         Chris Davis  BAL   1B   3900  7.0      8.257143     9.388174
5     Jonathan Schoop  BAL   2B   3400 12.0      7.314286     5.239956
6       Manny Machado  BAL   3B   4800  0.0      8.405405     7.736851
7         Zack Cozart  CIN   SS   3600 24.0      9.483871     6.360665
8        Bryce Harper  WSH   OF   5700  0.0     14.200000    11.287466
9         Mark Trumbo  BAL   OF   3800  9.0      7.135135     7.612717
10     Scott Schebler  CIN   OF   3400  2.0      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         18         0.0 0.00     7 0.351 0.118
4         35         0.0 0.00     4 0.385 0.242
5         35         0.0 0.00     6 0.342 0.197
6         37         0.0 0.00     3 0.334 0.225
7         31         0.0 0.00     2 0.431 0.244
8         30         0.0 0.00     3 0.521 0.368
9         37         0.0 0.00     5 0.297 0.131
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (132)"
        Lineup (96) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3     Yadier Molina  STL     C   3200  7.00      6.500000     6.044376
4    Matt Carpenter  STL    1B   4300  2.00      8.838710     7.188402
5       Jedd Gyorko  STL 2B/3B   4100  6.00     10.000000     8.694826
6       Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7   Addison Russell  CHC    SS   3300  4.00      7.700000     7.584694
8      Bryce Harper  WSH    OF   5700  0.00     14.200000    11.287466
9     Dexter Fowler  STL    OF   3900 18.00      7.259259     7.729029
10       Tommy Pham  STL    OF   3700  7.00     11.777778    13.672763
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         30         0.0 0.00     5 0.311 0.126
4         31         0.0 0.00     3 0.389 0.248
5         26         0.0 0.00     4 0.432 0.287
6         32         0.0 0.00     2 0.418 0.254
7         30         0.0 0.00     6 0.290 0.147
8         30         0.0 0.00     3 0.521 0.368
9         27         0.0 0.00     1 0.320 0.193
10         9         0.0 0.00     2 0.458 0.342

[1] "Total fpts: NA (133)"
        Lineup (97) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Fulmer  DET     P  11200 15.75     21.700000     9.200380
2    German Marquez <NA>  <NA>     NA    NA           NaN           NA
3   Jonathan Lucroy  TEX     C   3900 11.00      5.555556     6.034091
4         John Jaso  PIT 1B/OF   3100  8.00      4.923077     5.544690
5       Ben Zobrist  CHC 2B/OF   3600 12.00      7.333333     5.850802
6       Kris Bryant  CHC    3B   5100  2.00     10.875000     8.015107
7      Elvis Andrus  TEX    SS   4000  6.00      7.973684     7.416151
8     Shin-Soo Choo  TEX    OF   4300 17.00      7.454545     8.208574
9      Nomar Mazara  TEX    OF   4000 11.00      8.057143     8.213844
10 Delino DeShields  TEX    OF   3700 14.00      6.913043     7.159946
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0    0     4 0.310 0.107
4         13         0.0    0     2 0.254 0.149
5         24         0.0    0     5 0.320 0.147
6         32         0.0    0     2 0.418 0.254
7         38         0.0    0     2 0.335 0.163
8         33         0.0    0     1 0.339 0.143
9         35         0.0    0     3 0.328 0.179
10        23         0.0    0     9 0.276 0.062

[1] "Total fpts: NA (134)"
         Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Ervin Santana <NA>  <NA>     NA    NA     24.314286    11.727379
2          Mike Leake  STL     P   7600 17.55     19.521429     6.474749
3  Francisco Cervelli  PIT     C   3500  6.00      6.333333     5.449065
4          Joey Votto  CIN    1B   4700  6.00     10.810811     7.676942
5         Ben Zobrist  CHC 2B/OF   3600 12.00      7.333333     5.850802
6      Eugenio Suarez  CIN    3B   3600  9.00      8.970588     8.604035
7         Zack Cozart  CIN    SS   3600 24.00      9.483871     6.360665
8          Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9      Billy Hamilton  CIN    OF   4400 10.00     10.117647     8.970540
10        Adam Duvall  CIN    OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7          NA   NA    NA    NA    NA
2          7         6.6 0.99    NA 0.000 0.000
3         27         0.0 0.00     6 0.312 0.182
4         37         0.0 0.00     3 0.423 0.304
5         24         0.0 0.00     5 0.320 0.147
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     2 0.431 0.244
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     1 0.287 0.090
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: NA (135)"
       Lineup (103) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS    P   9000 10.3     17.425000     8.628317
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3   Tucker Barnhart  CIN    C   2300  3.0      5.333333     4.975301
4    Ryan Zimmerman  WSH   1B   4800  0.0     13.344828     9.111515
5     Daniel Murphy  WSH   2B   4900  5.0      9.500000     9.329108
6    Anthony Rendon  WSH   3B   4300  2.0      8.677419    12.931582
7   Addison Russell  CHC   SS   3300  4.0      7.700000     7.584694
8      Bryce Harper  WSH   OF   5700  0.0     14.200000    11.287466
9      Jayson Werth  WSH   OF   4200  2.0      8.241379     8.580106
10   Odubel Herrera  PHI   OF   3700  0.0      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         24         0.0 0.00     8 0.302 0.118
4         29         0.0 0.00     5 0.507 0.406
5         32         0.0 0.00     4 0.401 0.218
6         31         0.0 0.00     6 0.352 0.163
7         30         0.0 0.00     6 0.290 0.147
8         30         0.0 0.00     3 0.521 0.368
9         29         0.0 0.00     2 0.404 0.193
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: NA (136)"
      Lineup (105) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
2   German Marquez <NA>  <NA>     NA    NA           NaN           NA
3  Jonathan Lucroy  TEX     C   3900 11.00      5.555556     6.034091
4    Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5     Rougned Odor  TEX    2B   4100  5.00      6.051282     5.803577
6   Eugenio Suarez  CIN    3B   3600  9.00      8.970588     8.604035
7     Elvis Andrus  TEX    SS   4000  6.00      7.973684     7.416151
8       Mike Trout  LAA    OF   5600 20.00     12.333333     6.464647
9    Shin-Soo Choo  TEX    OF   4300 17.00      7.454545     8.208574
10    Nomar Mazara  TEX    OF   4000 11.00      8.057143     8.213844
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     4 0.310 0.107
4         27         0.0 0.00     3 0.378 0.221
5         39         0.0 0.00     5 0.273 0.168
6         34         0.0 0.00     5 0.378 0.221
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     2 0.486 0.391
9         33         0.0 0.00     1 0.339 0.143
10        35         0.0 0.00     3 0.328 0.179

[1] "Total fpts: NA (137)"
       Lineup (110) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Matt Shoemaker  LAA     P   8800 24.25     12.492857    10.809310
2  Mike Foltynewicz <NA>  <NA>     NA    NA           NaN           NA
3      Gary Sanchez  NYY     C   4600 10.00      8.571429     8.345559
4     Matt Holliday  NYY 1B/OF   4100  6.00      9.222222     8.741296
5    Starlin Castro  NYY    2B   4300 21.00      9.529412     7.532698
6    Mike Moustakas   KC    3B   3400 10.00      7.774194     6.432779
7      Elvis Andrus  TEX    SS   4000  6.00      7.973684     7.416151
8       Aaron Judge  NYY    OF   4900 11.00     12.531250    10.791228
9     Brett Gardner  NYY    OF   4300 17.00     10.206897     9.871964
10   Kyle Schwarber  CHC    OF   3800  9.00      6.903226     6.095653
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0 0.00     2 0.373 0.185
4         27         0.0 0.00     3 0.378 0.221
5         34         0.0 0.00     4 0.395 0.193
6         31         0.0 0.00     2 0.324 0.236
7         38         0.0 0.00     2 0.335 0.163
8         32         0.0 0.00     5 0.473 0.420
9         29         0.0 0.00     1 0.365 0.223
10        31         0.0 0.00     1 0.310 0.181

[1] "Total fpts: NA (138)"
         Lineup (115) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2       Rick Porcello  BOS    P   9000 10.3     17.425000     8.628317
3  Francisco Cervelli  PIT    C   3500  6.0      6.333333     5.449065
4           Josh Bell  PIT   1B   3400 18.0      7.375000     7.259032
5         Gift Ngoepe <NA> <NA>     NA   NA           NaN           NA
6        David Freese  PIT   3B   3200  4.0      5.611111     5.019244
7        Jordy Mercer  PIT   SS   2900  3.0      5.028571     4.889880
8        Bryce Harper  WSH   OF   5700  0.0     14.200000    11.287466
9      Billy Hamilton  CIN   OF   4400 10.0     10.117647     8.970540
10        Adam Duvall  CIN   OF   3900 10.0      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          8         6.2 1.34    NA 0.000 0.000
3         27         0.0 0.00     6 0.312 0.182
4         32         0.0 0.00     5 0.351 0.235
5          0          NA   NA    NA    NA    NA
6         18         0.0 0.00     4 0.369 0.179
7         35         0.0 0.00     7 0.280 0.071
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     1 0.287 0.090
10        34         0.0 0.00     4 0.345 0.268

[1] "Total fpts: NA (139)"
           Lineup (116) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2        Matt Shoemaker  LAA    P   8800 24.25     12.492857    10.809310
3          Gary Sanchez  NYY    C   4600 10.00      8.571429     8.345559
4       Victor Martinez  DET   1B   3400  0.00      6.933333     6.197515
5           Ian Kinsler  DET   2B   3800  8.00      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET   SS   2600  0.00      6.280000     6.528910
8           JD Martinez  DET   OF   4300  7.00           NaN           NA
9        Kyle Schwarber  CHC   OF   3800  9.00      6.903226     6.095653
10       Odubel Herrera  PHI   OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          7         5.5 1.25    NA 0.000 0.000
3         14         0.0 0.00     2 0.373 0.185
4         30         0.0 0.00     4 0.322 0.100
5         26         0.0 0.00     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         25         0.0 0.00     9 0.239 0.114
8          0         0.0 0.00     3 0.776 1.000
9         31         0.0 0.00     1 0.310 0.181
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: NA (140)"
         Lineup (121) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Matt Shoemaker  LAA    P   8800 24.25     12.492857    10.809310
2    Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3  Francisco Cervelli  PIT    C   3500  6.00      6.333333     5.449065
4        Tommy Joseph  PHI   1B   3800 10.00      7.115385     7.295626
5     Cesar Hernandez  PHI   2B   3900  5.00      9.741935     7.447450
6       Manny Machado  BAL   3B   4800  0.00      8.405405     7.736851
7         Trea Turner  WSH   SS   5000  5.00     10.434783    10.620846
8       Aaron Altherr  PHI   OF   4200  7.00     11.150000     9.016213
9      Odubel Herrera  PHI   OF   3700  0.00      6.866667     4.264798
10   Michael Saunders  PHI   OF   3600 19.00      7.037037     6.716693
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     6 0.312 0.182
4         26         0.0 0.00     4 0.336 0.186
5         31         0.0 0.00     1 0.361 0.143
6         37         0.0 0.00     3 0.334 0.225
7         23         0.0 0.00     1 0.311 0.177
8         20         0.0 0.00     3 0.441 0.341
9         30         0.0 0.00     2 0.307 0.136
10        27         0.0 0.00     5 0.296 0.141

[1] "Total fpts: NA (141)"
       Lineup (122) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY     P  10100 16.1     21.400000    10.653169
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3      Gary Sanchez  NYY     C   4600 10.0      8.571429     8.345559
4     Matt Holliday  NYY 1B/OF   4100  6.0      9.222222     8.741296
5    Starlin Castro  NYY    2B   4300 21.0      9.529412     7.532698
6     Chase Headley  NYY    3B   3400  9.0      8.096774     5.974138
7       Zack Cozart  CIN    SS   3600 24.0      9.483871     6.360665
8       Aaron Judge  NYY    OF   4900 11.0     12.531250    10.791228
9    Billy Hamilton  CIN    OF   4400 10.0     10.117647     8.970540
10      Daniel Nava  PHI    OF   2800  6.0      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         14         0.0 0.00     2 0.373 0.185
4         27         0.0 0.00     3 0.378 0.221
5         34         0.0 0.00     4 0.395 0.193
6         31         0.0 0.00     6 0.337 0.158
7         31         0.0 0.00     2 0.431 0.244
8         32         0.0 0.00     5 0.473 0.420
9         34         0.0 0.00     1 0.287 0.090
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: NA (142)"
       Lineup (130) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3      Cameron Rupp  PHI    C   3400  0.0      6.727273     6.234939
4   Freddie Freeman  ATL   1B   5200  6.0     12.914286    10.181793
5   Cesar Hernandez  PHI   2B   3900  5.0      9.741935     7.447450
6     Maikel Franco  PHI   3B   3900  5.0      7.533333     7.726949
7     Freddy Galvis  PHI   SS   3500  0.0      7.281250     5.646777
8      Mookie Betts  BOS   OF   5300 11.0      9.757576    10.009465
9    Scott Schebler  CIN   OF   3400  2.0      8.352941     8.654592
10      Daniel Nava  PHI   OF   2800  6.0      7.111111     1.833333
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         22         0.0 0.00     8 0.356 0.195
4         35         0.0 0.00     3 0.498 0.410
5         31         0.0 0.00     1 0.361 0.143
6         30         0.0 0.00     6 0.286 0.152
7         32         0.0 0.00     9 0.307 0.188
8         33         0.0 0.00     1 0.388 0.243
9         34         0.0 0.00     6 0.359 0.276
10         9         0.0 0.00     7 0.409 0.167

[1] "Total fpts: NA (143)"
       Lineup (131) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Michael Pineda  NYY     P  10100 16.1     21.400000    10.653169
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3     Yadier Molina  STL     C   3200  7.0      6.500000     6.044376
4    Matt Carpenter  STL    1B   4300  2.0      8.838710     7.188402
5       Jedd Gyorko  STL 2B/3B   4100  6.0     10.000000     8.694826
6    Eugenio Suarez  CIN    3B   3600  9.0      8.970588     8.604035
7      Aledmys Diaz  STL    SS   3800  7.0      7.032258     8.784395
8      Bryce Harper  WSH    OF   5700  0.0     14.200000    11.287466
9       Adam Duvall  CIN    OF   3900 10.0      8.735294     8.757019
10 Magneuris Sierra  STL    OF   3400 15.0      8.400000     3.361547
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         30         0.0 0.00     5 0.311 0.126
4         31         0.0 0.00     3 0.389 0.248
5         26         0.0 0.00     4 0.432 0.287
6         34         0.0 0.00     5 0.378 0.221
7         31         0.0 0.00     6 0.299 0.142
8         30         0.0 0.00     3 0.521 0.368
9         34         0.0 0.00     4 0.345 0.268
10         5         0.0 0.00     7 0.367 0.000

[1] "Total fpts: NA (144)"
         Lineup (132) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Gerrit Cole  PIT    P   8600 20.75     17.914286    10.304761
2      German Marquez <NA> <NA>     NA    NA           NaN           NA
3  Welington Castillo  BAL    C   3500 11.00      7.555556     6.261199
4         Chris Davis  BAL   1B   3900  7.00      8.257143     9.388174
5     Jonathan Schoop  BAL   2B   3400 12.00      7.314286     5.239956
6       Manny Machado  BAL   3B   4800  0.00      8.405405     7.736851
7        Elvis Andrus  TEX   SS   4000  6.00      7.973684     7.416151
8          Mike Trout  LAA   OF   5600 20.00     12.333333     6.464647
9      Billy Hamilton  CIN   OF   4400 10.00     10.117647     8.970540
10        Mark Trumbo  BAL   OF   3800  9.00      7.135135     7.612717
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.3 1.06    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         18         0.0 0.00     7 0.351 0.118
4         35         0.0 0.00     4 0.385 0.242
5         35         0.0 0.00     6 0.342 0.197
6         37         0.0 0.00     3 0.334 0.225
7         38         0.0 0.00     2 0.335 0.163
8         33         0.0 0.00     2 0.486 0.391
9         34         0.0 0.00     1 0.287 0.090
10        37         0.0 0.00     5 0.297 0.131

[1] "Total fpts: NA (145)"
           Lineup (134) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Matt Shoemaker  LAA    P   8800 24.25     12.492857    10.809310
2      Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3          James McCann  DET    C   3000  5.00      6.619048     8.114655
4            Joey Votto  CIN   1B   4700  6.00     10.810811     7.676942
5           Ian Kinsler  DET   2B   3800  8.00      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET   SS   2600  0.00      6.280000     6.528910
8          Bryce Harper  WSH   OF   5700  0.00     14.200000    11.287466
9          Mookie Betts  BOS   OF   5300 11.00      9.757576    10.009465
10          JD Martinez  DET   OF   4300  7.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.5 1.25    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         21         0.0 0.00     8 0.316 0.253
4         37         0.0 0.00     3 0.423 0.304
5         26         0.0 0.00     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         25         0.0 0.00     9 0.239 0.114
8         30         0.0 0.00     3 0.521 0.368
9         33         0.0 0.00     1 0.388 0.243
10         0         0.0 0.00     3 0.776 1.000

[1] "Total fpts: NA (146)"
           Lineup (137) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2        Jhoulys Chacin   SD    P   7100 27.35     12.193750    13.544357
3        Miguel Montero  CHC    C   3000  8.00      9.300000     8.246885
4          Tommy Joseph  PHI   1B   3800 10.00      7.115385     7.295626
5       Cesar Hernandez  PHI   2B   3900  5.00      9.741935     7.447450
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Freddy Galvis  PHI   SS   3500  0.00      7.281250     5.646777
8         Aaron Altherr  PHI   OF   4200  7.00     11.150000     9.016213
9           Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
10       Odubel Herrera  PHI   OF   3700  0.00      6.866667     4.264798
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6 1.00    NA 0.000 0.000
2          8         5.1 1.31    NA 0.000 0.000
3         10         0.0 0.00     7 0.368 0.192
4         26         0.0 0.00     4 0.336 0.186
5         31         0.0 0.00     1 0.361 0.143
6          0          NA   NA    NA    NA    NA
7         32         0.0 0.00     9 0.307 0.188
8         20         0.0 0.00     3 0.441 0.341
9         34         0.0 0.00     4 0.345 0.268
10        30         0.0 0.00     2 0.307 0.136

[1] "Total fpts: NA (147)"
           Lineup (139) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Michael Fulmer  DET    P  11200 15.75     21.700000     9.200380
2      Mike Foltynewicz <NA> <NA>     NA    NA           NaN           NA
3       Jonathan Lucroy  TEX    C   3900 11.00      5.555556     6.034091
4       Victor Martinez  DET   1B   3400  0.00      6.933333     6.197515
5           Ian Kinsler  DET   2B   3800  8.00      6.961538     6.930978
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7           Zack Cozart  CIN   SS   3600 24.00      9.483871     6.360665
8           JD Martinez  DET   OF   4300  7.00           NaN           NA
9          Justin Upton  DET   OF   4100  5.00      9.266667     7.705499
10          Adam Duvall  CIN   OF   3900 10.00      8.735294     8.757019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          6         6.6    1    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0    0     4 0.310 0.107
4         30         0.0    0     4 0.322 0.100
5         26         0.0    0     1 0.322 0.133
6          0          NA   NA    NA    NA    NA
7         31         0.0    0     2 0.431 0.244
8          0         0.0    0     3 0.776 1.000
9         30         0.0    0     5 0.380 0.256
10        34         0.0    0     4 0.345 0.268

[1] "Total fpts: NA (148)"
       Lineup (140) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS     P   9000 10.3     17.425000     8.628317
2  Mike Foltynewicz <NA>  <NA>     NA   NA           NaN           NA
3    Miguel Montero  CHC     C   3000  8.0      9.300000     8.246885
4     Matt Holliday  NYY 1B/OF   4100  6.0      9.222222     8.741296
5    Starlin Castro  NYY    2B   4300 21.0      9.529412     7.532698
6     Chase Headley  NYY    3B   3400  9.0      8.096774     5.974138
7    Didi Gregorius  NYY    SS   3600 14.0      8.071429     6.232227
8      Bryce Harper  WSH    OF   5700  0.0     14.200000    11.287466
9       Aaron Judge  NYY    OF   4900 11.0     12.531250    10.791228
10   Scott Schebler  CIN    OF   3400  2.0      8.352941     8.654592
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         10         0.0 0.00     7 0.368 0.192
4         27         0.0 0.00     3 0.378 0.221
5         34         0.0 0.00     4 0.395 0.193
6         31         0.0 0.00     6 0.337 0.158
7         14         0.0 0.00     7 0.356 0.113
8         30         0.0 0.00     3 0.521 0.368
9         32         0.0 0.00     5 0.473 0.420
10        34         0.0 0.00     6 0.359 0.276

[1] "Total fpts: NA (149)"
       Lineup (147) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS    P   9000 10.3     17.425000     8.628317
2  Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3   Jonathan Lucroy  TEX    C   3900 11.0      5.555556     6.034091
4       Eric Hosmer   KC   1B   3700  7.0      7.222222     6.123076
5          Ian Happ  CHC   2B   2700  4.0           NaN           NA
6    Mike Moustakas   KC   3B   3400 10.0      7.774194     6.432779
7   Alcides Escobar   KC   SS   2700  7.0      3.583333     3.651810
8      Lorenzo Cain   KC   OF   3900  8.0      8.029412     5.219342
9       Adam Duvall  CIN   OF   3900 10.0      8.735294     8.757019
10      Alex Gordon   KC   OF   2900  7.0      4.352941     3.633867
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.2 1.34    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     4 0.310 0.107
4         36         0.0 0.00     4 0.341 0.117
5          0         0.0 0.00     4 0.631 0.700
6         31         0.0 0.00     2 0.324 0.236
7         36         0.0 0.00     1 0.200 0.057
8         34         0.0 0.00     3 0.358 0.099
9         34         0.0 0.00     4 0.345 0.268
10        34         0.0 0.00     9 0.238 0.039

[1] "Total fpts: NA (150)"
         Lineup (148) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Michael Pineda  NYY    P  10100 16.1     21.400000    10.653169
2    Mike Foltynewicz <NA> <NA>     NA   NA           NaN           NA
3  Francisco Cervelli  PIT    C   3500  6.0      6.333333     5.449065
4         Chris Davis  BAL   1B   3900  7.0      8.257143     9.388174
5     Cesar Hernandez  PHI   2B   3900  5.0      9.741935     7.447450
6       Manny Machado  BAL   3B   4800  0.0      8.405405     7.736851
7         Trea Turner  WSH   SS   5000  5.0     10.434783    10.620846
8         Mark Trumbo  BAL   OF   3800  9.0      7.135135     7.612717
9          Adam Jones  BAL   OF   3700  3.0      7.305556     6.310171
10         Seth Smith  BAL   OF   3500  3.0      9.157895     7.790758
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.9 0.99    NA 0.000 0.000
2          0          NA   NA    NA    NA    NA
3         27         0.0 0.00     6 0.312 0.182
4         35         0.0 0.00     4 0.385 0.242
5         31         0.0 0.00     1 0.361 0.143
6         37         0.0 0.00     3 0.334 0.225
7         23         0.0 0.00     1 0.311 0.177
8         37         0.0 0.00     5 0.297 0.131
9         36         0.0 0.00     2 0.318 0.132
10        19         0.0 0.00     1 0.389 0.197



***********************************************************************************************
Contest 23: 2017-05-21 $50.00entry_MLB$260KSundayNiftyFifty
***********************************************************************************************
[1] "PnL: -3850"

[1] "Total fpts: 210.2 (1)"
         Lineup (39) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3     Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4        Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Andrelton Simmons  LAA  SS   3000 27.00      5.707317     5.148999
8       Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
9       Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
10   Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         41         0.0 0.00     2 0.299 0.087
8         37         0.0 0.00     3 0.345 0.091
9         26         0.0 0.00     7 0.276 0.208
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 209.8 (2)"
         Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3          Yan Gomes  CLE   C   3100 31.00      5.833333     5.529892
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5       Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7      Erik Gonzalez  CLE  SS   2900  0.00           NaN           NA
8         Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9  Lonnie Chisenhall  CLE  OF   3500  6.00      8.952381     8.279349
10    Bradley Zimmer  CLE  OF   3400 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         37         0.0 0.00     4 0.342 0.177
5         24         0.0 0.00     1 0.258 0.134
6         35         0.0 0.00     3 0.406 0.255
7          0         0.0 0.00     9 0.450 0.000
8         36         0.0 0.00     3 0.485 0.387
9         21         0.0 0.00     6 0.375 0.302
10         0         0.0 0.00     8 0.331 0.333

[1] "Total fpts: 197.45 (3)"
         Lineup (10) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jaime Garcia  ATL   P   6600 27.80      9.814286     5.721940
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Andrelton Simmons  LAA  SS   3000 27.00      5.707317     5.148999
8         Ryan Braun  MIL  OF   4600  2.00     10.480000     8.150256
9      Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
10       Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          7         5.8 1.40    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         41         0.0 0.00     2 0.299 0.087
8         25         0.0 0.00     3 0.402 0.287
9         24         0.0 0.00     6 0.315 0.111
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 196.2 (4)"
          Lineup (4) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7      Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8         Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9      Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
10      Kole Calhoun  LAA  OF   3200  4.00      6.256410     6.306713
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     2 0.308 0.184
8         36         0.0 0.00     3 0.485 0.387
9         24         0.0 0.00     6 0.315 0.111
10        39         0.0 0.00     6 0.282 0.119

[1] "Total fpts: 195.8 (5)"
         Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5    Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7    Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8       Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
9        Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
10   Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5         25         0.0 0.00     1 0.305 0.160
6         35         0.0 0.00     3 0.406 0.255
7         39         0.0 0.00     6 0.192 0.053
8         26         0.0 0.00     7 0.276 0.208
9         36         0.0 0.00     8 0.242 0.037
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 183.3 (6)"
         Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4  Edwin Encarnacion  CLE    1B   3800 18.00      6.342105     6.191871
5           Ian Happ  CHC    2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7      Erik Gonzalez  CLE    SS   2900  0.00           NaN           NA
8  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         38         0.0 0.00     5 0.314 0.158
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7          0         0.0 0.00     9 0.450 0.000
8         21         0.0 0.00     6 0.375 0.302
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 180.55 (7)"
         Lineup (21) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC   P   9400 25.30     17.607143     9.802101
2        CC Sabathia  NYY   P   7600 22.25     10.668750    10.348635
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7       Aledmys Diaz  STL  SS   3700 18.00      6.705882     8.487172
8   Michael Brantley  CLE  OF   4400  5.00      8.666667     6.753458
9       Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.46    NA 0.000 0.000
2          8         5.7 1.45    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         34         0.0 0.00     7 0.287 0.130
8         30         0.0 0.00     3 0.363 0.171
9         40         0.0 0.00     1 0.368 0.193
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 180.1 (8)"
      Lineup (18) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jake Arrieta  CHC   P   9400 25.3     17.607143     9.802101
2    Jaime Garcia  ATL   P   6600 27.8      9.814286     5.721940
3    Andrew Knapp  PHI   C   3100  0.0      5.909091     6.057302
4   Anthony Rizzo  CHC  1B   4900 20.0      8.243243     7.406474
5        Ian Happ  CHC  2B   3900 14.0     11.500000     7.259477
6     Kris Bryant  CHC  3B   5200 39.0     10.514286     8.107264
7     Tim Beckham   TB  SS   3400  0.0      7.282051     8.432234
8      Mike Trout  LAA  OF   5500 34.0     12.305556     6.400087
9  Kyle Schwarber  CHC  OF   4300  9.0      6.757576     6.036505
10  Jason Heyward  CHC  OF   3400 11.0      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.46    NA 0.000 0.000
2          7         5.8 1.40    NA 0.000 0.000
3         11         0.0 0.00     8 0.369 0.175
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         39         0.0 0.00     1 0.321 0.180
8         36         0.0 0.00     3 0.485 0.387
9         33         0.0 0.00     2 0.299 0.170
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 178.6 (9)"
       Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4      Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5  Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6      Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7    Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8   Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9     Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
10 Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         25         0.0 0.00     1 0.305 0.160
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     2 0.308 0.184
8         33         0.0 0.00     2 0.299 0.170
9         26         0.0 0.00     7 0.276 0.208
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 176.2 (10)"
       Lineup (79) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2     Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4      Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5  Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6    Nolan Arenado  COL  3B   5400  5.00      9.500000     8.365793
7  Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8       Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9     Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
10 Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         25         0.0 0.00     1 0.305 0.160
6         38         0.0 0.00     3 0.395 0.285
7         32         0.0 0.00     8 0.280 0.140
8         36         0.0 0.00     3 0.485 0.387
9         26         0.0 0.00     7 0.276 0.208
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 174.1 (11)"
       Lineup (105) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2   Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3    Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4       Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5       Jose Altuve  HOU  2B   5100 16.00     10.297297     8.392672
6    Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7  Francisco Lindor  CLE  SS   4500  3.00      9.026316     8.474084
8        Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9      Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
10  Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         37         0.0 0.00     3 0.387 0.195
6         33         0.0 0.00     6 0.334 0.243
7         38         0.0 0.00     2 0.362 0.252
8         36         0.0 0.00     3 0.485 0.387
9         37         0.0 0.00     3 0.345 0.091
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 171.95 (12)"
        Lineup (146) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2       Jake Arrieta  CHC     P   9400 25.30     17.607143     9.802101
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4         Joey Votto  CIN    1B   4900 21.00     10.439024     7.449996
5       Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7      Erik Gonzalez  CLE    SS   2900  0.00           NaN           NA
8        Denard Span   SF    OF   3400  0.00      7.150000     6.555632
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          7         5.6 1.46    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         41         0.0 0.00     3 0.420 0.289
5         24         0.0 0.00     1 0.258 0.134
6         35         0.0 0.00     3 0.406 0.255
7          0         0.0 0.00     9 0.450 0.000
8         20         0.0 0.00     1 0.319 0.148
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 169.9 (13)"
        Lineup (11) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2       CC Sabathia  NYY   P   7600 22.25     10.668750    10.348635
3    Devin Mesoraco  CIN   C   3000 10.00      8.100000     7.489993
4     Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5          Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6       Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Francisco Lindor  CLE  SS   4500  3.00      9.026316     8.474084
8        Ryan Braun  MIL  OF   4600  2.00     10.480000     8.150256
9    Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10    Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          8         5.7 1.45    NA 0.000 0.000
3         10         0.0 0.00     8 0.387 0.184
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         38         0.0 0.00     2 0.362 0.252
8         25         0.0 0.00     3 0.402 0.287
9         33         0.0 0.00     2 0.299 0.170
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 168.1 (14)"
       Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2    Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
3   Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4      Eric Hosmer   KC    1B   3800 12.00      7.230769     5.931457
5     Adam Frazier  PIT 2B/OF   3500 10.00      8.875000     7.428549
6   Eugenio Suarez  CIN    3B   4100  5.00      9.684211     8.730516
7      Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8     Lorenzo Cain   KC    OF   3900  7.00      7.675676     5.228416
9     Brandon Moss   KC    OF   3600 31.00      6.153846     5.689937
10 Jorge Bonifacio   KC    OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         16         0.0 0.00     1 0.385 0.111
6         38         0.0 0.00     5 0.401 0.258
7         26         0.0 0.00     1 0.290 0.153
8         37         0.0 0.00     3 0.345 0.091
9         26         0.0 0.00     7 0.276 0.208
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 166.8 (15)"
         Lineup (95) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3       Derek Norris   TB     C   2800 14.00      5.741935     5.440391
4     Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5   Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7        Tim Beckham   TB    SS   3400  0.00      7.282051     8.432234
8         Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9    Kevin Kiermaier   TB    OF   3500  5.00      6.414634     6.453587
10     Peter Bourjos   TB    OF   2700  3.00      3.727273     5.061441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         34         0.0 0.00     3 0.367 0.228
5         21         0.0 0.00     8 0.324 0.164
6         35         0.0 0.00     3 0.406 0.255
7         39         0.0 0.00     1 0.321 0.180
8         36         0.0 0.00     3 0.485 0.387
9         41         0.0 0.00     6 0.293 0.096
10        11         0.0 0.00     9 0.277 0.163

[1] "Total fpts: 165.6 (16)"
          Lineup (7) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Aaron Nola  PHI   P   8300 20.15           NaN           NA
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7        Tim Beckham   TB  SS   3400  0.00      7.282051     8.432234
8   Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9     Billy Hamilton  CIN  OF   4700 12.00     10.315789     8.504705
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.63    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         39         0.0 0.00     1 0.321 0.180
8         37         0.0 0.00     1 0.395 0.277
9         38         0.0 0.00     1 0.296 0.093
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 165.45 (17)"
        Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jaime Garcia  ATL   P   6600 27.80      9.814286     5.721940
3     Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4         Joey Votto  CIN  1B   4900 21.00     10.439024     7.449996
5        Jose Peraza  CIN  2B   3800 17.00      6.756757     6.869439
6     Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7  Andrelton Simmons  LAA  SS   3000 27.00      5.707317     5.148999
8     Billy Hamilton  CIN  OF   4700 12.00     10.315789     8.504705
9        Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
10       Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          7         5.8 1.40    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         41         0.0 0.00     3 0.420 0.289
5         37         0.0 0.00     2 0.272 0.076
6         38         0.0 0.00     5 0.401 0.258
7         41         0.0 0.00     2 0.299 0.087
8         38         0.0 0.00     1 0.296 0.093
9         38         0.0 0.00     4 0.340 0.241
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 165 (18)"
         Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2       Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4  Edwin Encarnacion  CLE    1B   3800 18.00      6.342105     6.191871
5        Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7      Erik Gonzalez  CLE    SS   2900  0.00           NaN           NA
8     Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
10    Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         38         0.0 0.00     5 0.314 0.158
5         27         0.0 0.00     1 0.335 0.143
6         35         0.0 0.00     3 0.406 0.255
7          0         0.0 0.00     9 0.450 0.000
8         33         0.0 0.00     2 0.299 0.170
9         21         0.0 0.00     6 0.375 0.302
10         0         0.0 0.00     8 0.331 0.333

[1] "Total fpts: 164.05 (19)"
         Lineup (31) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        CC Sabathia  NYY   P   7600 22.25     10.668750    10.348635
2       Jaime Garcia  ATL   P   6600 27.80      9.814286     5.721940
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6      Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8         Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9   Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.7 1.45    NA 0.000 0.000
2          7         5.8 1.40    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         40         0.0 0.00     3 0.330 0.225
7         32         0.0 0.00     8 0.280 0.140
8         36         0.0 0.00     3 0.485 0.387
9         37         0.0 0.00     1 0.395 0.277
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 163.6 (20)"
      Lineup (144) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Aaron Nola  PHI     P   8300 20.15           NaN           NA
2  Adam Wainwright  STL     P   7100 23.45     10.681250     9.761511
3      Evan Gattis  HOU     C   3700  2.00      7.173913     5.951716
4   Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5      Jose Altuve  HOU    2B   5100 16.00     10.297297     8.392672
6  Marwin Gonzalez  HOU 3B/OF   3800 21.00     10.565217     9.457205
7    Carlos Correa  HOU    SS   5100  0.00      8.527778     6.403062
8       Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9   Carlos Beltran  HOU    OF   3800 20.00      6.000000     5.868347
10   Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.63    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         23         0.0 0.00     6 0.350 0.156
4         34         0.0 0.00     3 0.367 0.228
5         37         0.0 0.00     3 0.387 0.195
6         23         0.0 0.00     7 0.398 0.315
7         36         0.0 0.00     4 0.370 0.193
8         36         0.0 0.00     3 0.485 0.387
9         33         0.0 0.00     5 0.285 0.125
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 162.85 (21)"
          Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3       Derek Norris   TB   C   2800 14.00      5.741935     5.440391
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7       Aledmys Diaz  STL  SS   3700 18.00      6.705882     8.487172
8     Billy Hamilton  CIN  OF   4700 12.00     10.315789     8.504705
9     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         34         0.0 0.00     7 0.287 0.130
8         38         0.0 0.00     1 0.296 0.093
9         33         0.0 0.00     2 0.299 0.170
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 161.8 (22)"
         Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4     Carlos Santana  CLE    1B   4100  4.00      7.447368     6.491980
5        Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7        Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         38         0.0 0.00     4 0.324 0.166
5         27         0.0 0.00     1 0.335 0.143
6         35         0.0 0.00     3 0.406 0.255
7         26         0.0 0.00     1 0.290 0.153
8         21         0.0 0.00     6 0.375 0.302
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 161.6 (23)"
        Lineup (28) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2        Aaron Nola  PHI     P   8300 20.15           NaN           NA
3         Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4       Eric Hosmer   KC    1B   3800 12.00      7.230769     5.931457
5      Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6       Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7  Francisco Lindor  CLE    SS   4500  3.00      9.026316     8.474084
8    Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9    Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10 Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         39         0.0 0.00     4 0.343 0.108
5         24         0.0 0.00     1 0.258 0.134
6         35         0.0 0.00     3 0.406 0.255
7         38         0.0 0.00     2 0.362 0.252
8         33         0.0 0.00     2 0.299 0.170
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 161.1 (24)"
         Lineup (15) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6      Nolan Arenado  COL  3B   5400  5.00      9.500000     8.365793
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8      Jose Bautista  TOR  OF   4900  2.00      8.195122     7.567098
9    Carlos Gonzalez  COL  OF   4200 18.00      5.794118     5.001693
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         38         0.0 0.00     3 0.395 0.285
7         32         0.0 0.00     8 0.280 0.140
8         41         0.0 0.00     2 0.333 0.185
9         34         0.0 0.00     5 0.282 0.106
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 160.1 (25)"
         Lineup (66) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2    Adam Wainwright  STL     P   7100 23.45     10.681250     9.761511
3     Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4     Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5       Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7   Francisco Lindor  CLE    SS   4500  3.00      9.026316     8.474084
8   Michael Brantley  CLE    OF   4400  5.00      8.666667     6.753458
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         34         0.0 0.00     3 0.367 0.228
5         24         0.0 0.00     1 0.258 0.134
6         35         0.0 0.00     3 0.406 0.255
7         38         0.0 0.00     2 0.362 0.252
8         30         0.0 0.00     3 0.363 0.171
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 158.6 (26)"
      Lineup (34) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2      Aaron Nola  PHI   P   8300 20.15           NaN           NA
3   Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4  Matt Carpenter  STL  1B   4100 16.00      8.323529     7.069870
5        Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6  Jhonny Peralta  STL  3B   3100 10.00      1.875000     1.807722
7    Aledmys Diaz  STL  SS   3700 18.00      6.705882     8.487172
8      Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9      Tommy Pham  STL  OF   3500  5.00     10.454545    12.628251
10  Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         34         0.0 0.00     3 0.367 0.228
5          6         0.0 0.00     5 0.488 0.381
6          8         0.0 0.00     5 0.205 0.000
7         34         0.0 0.00     7 0.287 0.130
8         36         0.0 0.00     3 0.485 0.387
9         11         0.0 0.00     6 0.397 0.277
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 155.6 (27)"
        Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4  Edwin Encarnacion  CLE    1B   3800 18.00      6.342105     6.191871
5           Ian Happ  CHC    2B   3900 14.00     11.500000     7.259477
6      Nolan Arenado  COL    3B   5400  5.00      9.500000     8.365793
7      Erik Gonzalez  CLE    SS   2900  0.00           NaN           NA
8         Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         38         0.0 0.00     5 0.314 0.158
5          6         0.0 0.00     5 0.488 0.381
6         38         0.0 0.00     3 0.395 0.285
7          0         0.0 0.00     9 0.450 0.000
8         36         0.0 0.00     3 0.485 0.387
9         21         0.0 0.00     6 0.375 0.302
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 154.9 (28)"
        Lineup (2) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2  Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3    Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4    Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5         Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6      Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7    Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8   Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9     Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
10   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     2 0.308 0.184
8         33         0.0 0.00     2 0.299 0.170
9         40         0.0 0.00     1 0.368 0.193
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 154.1 (29)"
        Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3     Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4        Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5    Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6      Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7        Trea Turner  WSH  SS   4600  2.00     10.192308    10.036012
8       Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
9      Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
10   Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         25         0.0 0.00     1 0.305 0.160
6         40         0.0 0.00     3 0.330 0.225
7         26         0.0 0.00     1 0.290 0.153
8         26         0.0 0.00     7 0.276 0.208
9         24         0.0 0.00     6 0.315 0.111
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 153.3 (30)"
        Lineup (117) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3       Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4  Edwin Encarnacion  CLE  1B   3800 18.00      6.342105     6.191871
5    Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7    Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9       Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
10       Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         38         0.0 0.00     5 0.314 0.158
5         25         0.0 0.00     1 0.305 0.160
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         33         0.0 0.00     2 0.299 0.170
9         26         0.0 0.00     7 0.276 0.208
10        36         0.0 0.00     8 0.242 0.037

[1] "Total fpts: 151.6 (31)"
       Lineup (20) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4      Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5         Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6   Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7  Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8       Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9     Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
10   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5          6         0.0 0.00     5 0.488 0.381
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         36         0.0 0.00     3 0.485 0.387
9         37         0.0 0.00     3 0.345 0.091
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 151.45 (32)"
       Lineup (124) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jake Arrieta  CHC     P   9400 25.30     17.607143     9.802101
2        Aaron Nola  PHI     P   8300 20.15           NaN           NA
3    Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4       Eric Hosmer   KC    1B   3800 12.00      7.230769     5.931457
5       Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6     Nolan Arenado  COL    3B   5400  5.00      9.500000     8.365793
7  Francisco Lindor  CLE    SS   4500  3.00      9.026316     8.474084
8      Lorenzo Cain   KC    OF   3900  7.00      7.675676     5.228416
9      Brandon Moss   KC    OF   3600 31.00      6.153846     5.689937
10  Jorge Bonifacio   KC    OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.46    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         27         0.0 0.00     1 0.335 0.143
6         38         0.0 0.00     3 0.395 0.285
7         38         0.0 0.00     2 0.362 0.252
8         37         0.0 0.00     3 0.345 0.091
9         26         0.0 0.00     7 0.276 0.208
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 150.1 (33)"
         Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4         Joey Votto  CIN  1B   4900 21.00     10.439024     7.449996
5        Jose Peraza  CIN  2B   3800 17.00      6.756757     6.869439
6     Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7      Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8        Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
9     Scott Schebler  CIN  OF   3800 17.00      8.351351     8.813551
10      Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         41         0.0 0.00     3 0.420 0.289
5         37         0.0 0.00     2 0.272 0.076
6         38         0.0 0.00     5 0.401 0.258
7         36         0.0 0.00     2 0.308 0.184
8         38         0.0 0.00     4 0.340 0.241
9         37         0.0 0.00     6 0.358 0.276
10        40         0.0 0.00     1 0.368 0.193

[1] "Total fpts: 149.8 (34)"
         Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3     Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4       Brandon Belt   SF 1B/OF   4100  3.00      7.789474     6.414333
5          Joe Panik   SF    2B   3600  5.00      5.684211     5.030207
6   Christian Arroyo   SF 3B/SS   3500  7.00      6.818182     5.279217
7   Brandon Crawford   SF    SS   3200 16.00      7.153846     5.590652
8         Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9      Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
10       Denard Span   SF    OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         38         0.0 0.00     4 0.357 0.222
5         38         0.0 0.00     2 0.289 0.081
6         22         0.0 0.00     3 0.277 0.126
7         26         0.0 0.00     5 0.311 0.155
8         36         0.0 0.00     3 0.485 0.387
9         24         0.0 0.00     6 0.315 0.111
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 149.8 (35)"
        Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3          Yan Gomes  CLE   C   3100 31.00      5.833333     5.529892
4  Edwin Encarnacion  CLE  1B   3800 18.00      6.342105     6.191871
5        Jose Altuve  HOU  2B   5100 16.00     10.297297     8.392672
6      Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7      Erik Gonzalez  CLE  SS   2900  0.00           NaN           NA
8  Lonnie Chisenhall  CLE  OF   3500  6.00      8.952381     8.279349
9      Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
10    Bradley Zimmer  CLE  OF   3400 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         38         0.0 0.00     5 0.314 0.158
5         37         0.0 0.00     3 0.387 0.195
6         40         0.0 0.00     3 0.330 0.225
7          0         0.0 0.00     9 0.450 0.000
8         21         0.0 0.00     6 0.375 0.302
9         24         0.0 0.00     6 0.315 0.111
10         0         0.0 0.00     8 0.331 0.333

[1] "Total fpts: 149.75 (36)"
         Lineup (59) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P   9300 20.55     16.600000     8.304732
2        Phil Hughes  MIN   P   5800  2.20      9.618750     7.197070
3       Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Andrelton Simmons  LAA  SS   3000 27.00      5.707317     5.148999
8   Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.2 1.57    NA 0.000 0.000
2          8         5.4 1.44    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         41         0.0 0.00     2 0.299 0.087
8         37         0.0 0.00     1 0.395 0.277
9         33         0.0 0.00     2 0.299 0.170
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 149.6 (37)"
       Lineup (83) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3    Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4   Matt Carpenter  STL  1B   4100 16.00      8.323529     7.069870
5  Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6   Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7  Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8       Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9     Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
10     Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         34         0.0 0.00     3 0.367 0.228
5         25         0.0 0.00     1 0.305 0.160
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         36         0.0 0.00     3 0.485 0.387
9         26         0.0 0.00     7 0.276 0.208
10        36         0.0 0.00     8 0.242 0.037

[1] "Total fpts: 149.1 (38)"
     Lineup (76) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2  Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3   Jason Castro  MIN   C   3100  4.00      4.863636     5.488477
4      Joe Mauer  MIN  1B   3800 11.00      6.653846     4.655683
5   Brian Dozier  MIN  2B   4400 10.00      8.464286     6.298043
6    Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Jorge Polanco  MIN  SS   3600  3.00      6.700000     4.534542
8   Byron Buxton  MIN  OF   3600  4.00      5.296296     5.682732
9  Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
10   Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         22         0.0 0.00     9 0.305 0.149
4         26         0.0 0.00     2 0.303 0.097
5         28         0.0 0.00     1 0.331 0.160
6         35         0.0 0.00     3 0.406 0.255
7         30         0.0 0.00     7 0.293 0.116
8         27         0.0 0.00     8 0.235 0.103
9         24         0.0 0.00     6 0.315 0.111
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 146.1 (39)"
         Lineup (52) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4      Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5       Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6        Greg Garcia  STL 3B/SS   2700  7.00      6.200000     5.977736
7      Erik Gonzalez  CLE    SS   2900  0.00           NaN           NA
8     Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          9         6.5 1.22    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         37         0.0 0.00     4 0.342 0.177
5         24         0.0 0.00     1 0.258 0.134
6         10         0.0 0.00     2 0.335 0.074
7          0         0.0 0.00     9 0.450 0.000
8         33         0.0 0.00     2 0.299 0.170
9         21         0.0 0.00     6 0.375 0.302
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 145.8 (40)"
         Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3      Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4        Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5       Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6     Jhonny Peralta  STL  3B   3100 10.00      1.875000     1.807722
7       Aledmys Diaz  STL  SS   3700 18.00      6.705882     8.487172
8     Billy Hamilton  CIN  OF   4700 12.00     10.315789     8.504705
9     Randal Grichuk  STL  OF   3600 20.00      6.735294     6.630091
10        Tommy Pham  STL  OF   3500  5.00     10.454545    12.628251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         39         0.0 0.00     4 0.343 0.108
5         24         0.0 0.00     1 0.258 0.134
6          8         0.0 0.00     5 0.205 0.000
7         34         0.0 0.00     7 0.287 0.130
8         38         0.0 0.00     1 0.296 0.093
9         34         0.0 0.00     8 0.279 0.142
10        11         0.0 0.00     6 0.397 0.277

[1] "Total fpts: 145.65 (41)"
          Lineup (3) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7        Trea Turner  WSH  SS   4600  2.00     10.192308    10.036012
8    Carlos Gonzalez  COL  OF   4200 18.00      5.794118     5.001693
9     Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         26         0.0 0.00     1 0.290 0.153
8         34         0.0 0.00     5 0.282 0.106
9         34         0.0 0.00     5 0.283 0.122
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 144.1 (42)"
          Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2        Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
3         Derek Norris   TB     C   2800 14.00      5.741935     5.440391
4           Joey Votto  CIN    1B   4900 21.00     10.439024     7.449996
5  Arismendy Alcantara  CIN 2B/OF   3600  0.00           NaN           NA
6       Eugenio Suarez  CIN    3B   4100  5.00      9.684211     8.730516
7         Aledmys Diaz  STL    SS   3700 18.00      6.705882     8.487172
8          Adam Duvall  CIN    OF   4300  2.00      8.868421     8.437917
9       Scott Schebler  CIN    OF   3800 17.00      8.351351     8.813551
10         Denard Span   SF    OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         41         0.0 0.00     3 0.420 0.289
5          0         0.0 0.00     7 0.315 0.108
6         38         0.0 0.00     5 0.401 0.258
7         34         0.0 0.00     7 0.287 0.130
8         38         0.0 0.00     4 0.340 0.241
9         37         0.0 0.00     6 0.358 0.276
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 143.7 (43)"
       Lineup (1) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2      Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4   Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5        Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6     Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7     Trea Turner  WSH  SS   4600  2.00     10.192308    10.036012
8  Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
10    Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         26         0.0 0.00     1 0.290 0.153
8         33         0.0 0.00     2 0.299 0.170
9         24         0.0 0.00     6 0.315 0.111
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 143 (44)"
         Lineup (14) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2       Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5       Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7      Erik Gonzalez  CLE    SS   2900  0.00           NaN           NA
8   Michael Brantley  CLE    OF   4400  5.00      8.666667     6.753458
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5         24         0.0 0.00     1 0.258 0.134
6         35         0.0 0.00     3 0.406 0.255
7          0         0.0 0.00     9 0.450 0.000
8         30         0.0 0.00     3 0.363 0.171
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 141.3 (45)"
         Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3      Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4     Matt Carpenter  STL  1B   4100 16.00      8.323529     7.069870
5    Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6     Jhonny Peralta  STL  3B   3100 10.00      1.875000     1.807722
7       Aledmys Diaz  STL  SS   3700 18.00      6.705882     8.487172
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9       Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
10        Tommy Pham  STL  OF   3500  5.00     10.454545    12.628251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         34         0.0 0.00     3 0.367 0.228
5         35         0.0 0.00     1 0.357 0.130
6          8         0.0 0.00     5 0.205 0.000
7         34         0.0 0.00     7 0.287 0.130
8         33         0.0 0.00     2 0.299 0.170
9         40         0.0 0.00     1 0.368 0.193
10        11         0.0 0.00     6 0.397 0.277

[1] "Total fpts: 141.25 (46)"
        Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Wade Miley  BAL   P   7200 17.55     15.418750    11.947682
2         Jake Junis   KC   P   5700  9.70           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7      Carlos Correa  HOU  SS   5100  0.00      8.527778     6.403062
8   Michael Conforto  NYM  OF   4800  7.00     12.310345    10.800474
9        Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.2 1.51    NA 0.000 0.000
2          0         1.0 2.00    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     4 0.370 0.193
8         29         0.0 0.00     1 0.450 0.347
9         38         0.0 0.00     4 0.340 0.241
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 140.1 (47)"
         Lineup (90) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4  Edwin Encarnacion  CLE    1B   3800 18.00      6.342105     6.191871
5    Cesar Hernandez  PHI    2B   3900  0.00      9.314286     7.226469
6     Mike Moustakas   KC    3B   3800  5.00      8.151515     6.486145
7    Addison Russell  CHC    SS   3800  7.00      7.593750     7.365391
8  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          9         6.5 1.22    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         38         0.0 0.00     5 0.314 0.158
5         35         0.0 0.00     1 0.357 0.130
6         33         0.0 0.00     6 0.334 0.243
7         32         0.0 0.00     8 0.280 0.140
8         21         0.0 0.00     6 0.375 0.302
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 140 (48)"
        Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2      Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3      Nick Hundley   SF     C   2800  8.00      5.133333     5.166743
4      Brandon Belt   SF 1B/OF   4100  3.00      7.789474     6.414333
5       Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6     Eduardo Nunez   SF 3B/OF   3600 14.00      7.050000     6.660061
7  Brandon Crawford   SF    SS   3200 16.00      7.153846     5.590652
8        Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9    Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
10   Mac Williamson   SF    OF   2800  4.00      4.800000     5.357238
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         15         0.0 0.00     7 0.255 0.127
4         38         0.0 0.00     4 0.357 0.222
5         27         0.0 0.00     1 0.335 0.143
6         40         0.0 0.00     6 0.284 0.082
7         26         0.0 0.00     5 0.311 0.155
8         36         0.0 0.00     3 0.485 0.387
9         33         0.0 0.00     2 0.299 0.170
10         5         0.0 0.00     8 0.201 0.000

[1] "Total fpts: 139 (49)"
         Lineup (72) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
2    Adam Wainwright  STL     P   7100 23.45     10.681250     9.761511
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4       Brock Stassi  PHI 1B/OF   2800  2.00      6.888889     6.193635
5        Jose Altuve  HOU    2B   5100 16.00     10.297297     8.392672
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7      Carlos Correa  HOU    SS   5100  0.00      8.527778     6.403062
8    George Springer  HOU    OF   4700  2.00      8.205882     6.763446
9       Josh Reddick  HOU    OF   4000  5.00      7.787879     7.581876
10    Carlos Beltran  HOU    OF   3800 20.00      6.000000     5.868347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4          9         0.0 0.00     7 0.280 0.177
5         37         0.0 0.00     3 0.387 0.195
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     4 0.370 0.193
8         34         0.0 0.00     1 0.323 0.189
9         33         0.0 0.00     2 0.332 0.170
10        33         0.0 0.00     5 0.285 0.125

[1] "Total fpts: 138.8 (50)"
          Lineup (8) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6      Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8     Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
9         Tommy Pham  STL  OF   3500  5.00     10.454545    12.628251
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         41         0.0 0.00     3 0.324 0.173
7         32         0.0 0.00     8 0.280 0.140
8         34         0.0 0.00     5 0.283 0.122
9         11         0.0 0.00     6 0.397 0.277
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 138.7 (51)"
      Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2      Aaron Nola  PHI   P   8300 20.15           NaN           NA
3    Derek Norris   TB   C   2800 14.00      5.741935     5.440391
4      Joey Votto  CIN  1B   4900 21.00     10.439024     7.449996
5     Jose Peraza  CIN  2B   3800 17.00      6.756757     6.869439
6  Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7   Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8      Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9  Billy Hamilton  CIN  OF   4700 12.00     10.315789     8.504705
10    Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         41         0.0 0.00     3 0.420 0.289
5         37         0.0 0.00     2 0.272 0.076
6         38         0.0 0.00     5 0.401 0.258
7         36         0.0 0.00     2 0.308 0.184
8         36         0.0 0.00     3 0.485 0.387
9         38         0.0 0.00     1 0.296 0.093
10        38         0.0 0.00     4 0.340 0.241

[1] "Total fpts: 137.7 (52)"
         Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P   9300 20.55     16.600000     8.304732
2       Joe Musgrove  HOU   P   8200 -5.85     11.787500     6.265652
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7   Brandon Crawford   SF  SS   3200 16.00      7.153846     5.590652
8      Dexter Fowler  STL  OF   4200  2.00      8.200000     8.683714
9   Michael Saunders  PHI  OF   3900  0.00      7.300000     6.879004
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.2 1.57    NA 0.000 0.000
2          8         5.4 1.41    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         26         0.0 0.00     5 0.311 0.155
8         30         0.0 0.00     1 0.335 0.236
9         30         0.0 0.00     4 0.302 0.165
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 137 (53)"
      Lineup (13) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2    Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3   Yadier Molina  STL     C   3500  3.00      6.424242     5.788082
4   Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5     Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6  Jhonny Peralta  STL    3B   3100 10.00      1.875000     1.807722
7    Aledmys Diaz  STL    SS   3700 18.00      6.705882     8.487172
8  Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9  Randal Grichuk  STL    OF   3600 20.00      6.735294     6.630091
10     Tommy Pham  STL    OF   3500  5.00     10.454545    12.628251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         37         0.0 0.00     4 0.342 0.177
5         27         0.0 0.00     1 0.335 0.143
6          8         0.0 0.00     5 0.205 0.000
7         34         0.0 0.00     7 0.287 0.130
8         33         0.0 0.00     2 0.299 0.170
9         34         0.0 0.00     8 0.279 0.142
10        11         0.0 0.00     6 0.397 0.277

[1] "Total fpts: 137 (54)"
       Lineup (54) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2     Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4    Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5  Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6    Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7      Trea Turner  WSH  SS   4600  2.00     10.192308    10.036012
8     Brandon Moss   KC  OF   3600 31.00      6.153846     5.689937
9      Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
10 Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         37         0.0 0.00     4 0.342 0.177
5         25         0.0 0.00     1 0.305 0.160
6         41         0.0 0.00     3 0.324 0.173
7         26         0.0 0.00     1 0.290 0.153
8         26         0.0 0.00     7 0.276 0.208
9         36         0.0 0.00     8 0.242 0.037
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 136.9 (55)"
         Lineup (62) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4          Joe Mauer  MIN  1B   3800 11.00      6.653846     4.655683
5       Brian Dozier  MIN  2B   4400 10.00      8.464286     6.298043
6        Miguel Sano  MIN  3B   4600 16.00     10.516129     8.846359
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9         Max Kepler  MIN  OF   3900  8.00      7.500000     6.494613
10      Byron Buxton  MIN  OF   3600  4.00      5.296296     5.682732
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         26         0.0 0.00     2 0.303 0.097
5         28         0.0 0.00     1 0.331 0.160
6         31         0.0 0.00     4 0.442 0.333
7         32         0.0 0.00     8 0.280 0.140
8         33         0.0 0.00     2 0.299 0.170
9         26         0.0 0.00     3 0.345 0.164
10        27         0.0 0.00     8 0.235 0.103

[1] "Total fpts: 136.8 (56)"
         Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4        Eric Hosmer   KC    1B   3800 12.00      7.230769     5.931457
5        Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6     Mike Moustakas   KC    3B   3800  5.00      8.151515     6.486145
7    Alcides Escobar   KC    SS   2900  3.00      3.589744     3.596182
8     Billy Hamilton  CIN    OF   4700 12.00     10.315789     8.504705
9       Lorenzo Cain   KC    OF   3900  7.00      7.675676     5.228416
10       Alex Gordon   KC    OF   3200  7.00      4.388889     3.563929
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         39         0.0 0.00     4 0.343 0.108
5         27         0.0 0.00     1 0.335 0.143
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         38         0.0 0.00     1 0.296 0.093
9         37         0.0 0.00     3 0.345 0.091
10        36         0.0 0.00     8 0.242 0.037

[1] "Total fpts: 136.2 (57)"
         Lineup (68) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2       Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4      Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5       Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6     Mike Moustakas   KC    3B   3800  5.00      8.151515     6.486145
7   Francisco Lindor  CLE    SS   4500  3.00      9.026316     8.474084
8      Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         37         0.0 0.00     4 0.342 0.177
5         24         0.0 0.00     1 0.258 0.134
6         33         0.0 0.00     6 0.334 0.243
7         38         0.0 0.00     2 0.362 0.252
8         24         0.0 0.00     6 0.315 0.111
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 135.15 (58)"
        Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2         Jake Junis   KC   P   5700  9.70           NaN           NA
3       Derek Norris   TB   C   2800 14.00      5.741935     5.440391
4      Mark Reynolds  COL  1B   4800  2.00     10.277778     8.275993
5        DJ LeMahieu  COL  2B   4400 27.00      6.972973     6.563732
6      Nolan Arenado  COL  3B   5400  5.00      9.500000     8.365793
7  Andrelton Simmons  LAA  SS   3000 27.00      5.707317     5.148999
8   Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9    Carlos Gonzalez  COL  OF   4200 18.00      5.794118     5.001693
10       Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         1.0 2.00    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         36         0.0 0.00     4 0.416 0.259
5         37         0.0 0.00     2 0.331 0.075
6         38         0.0 0.00     3 0.395 0.285
7         41         0.0 0.00     2 0.299 0.087
8         37         0.0 0.00     1 0.395 0.277
9         34         0.0 0.00     5 0.282 0.106
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 135.1 (59)"
         Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
3       Derek Norris   TB     C   2800 14.00      5.741935     5.440391
4       Rickie Weeks   TB    1B   2800  0.00      6.777778     6.941398
5   Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
6        Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7      Freddy Galvis  PHI    SS   3200  3.00      7.027778     5.644143
8     Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9       Steven Souza   TB    OF   3600  2.00      6.810811     6.419752
10   Kevin Kiermaier   TB    OF   3500  5.00      6.414634     6.453587
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          9         6.5 1.22    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         18         0.0 0.00     4 0.317 0.156
5         21         0.0 0.00     8 0.324 0.164
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     2 0.308 0.184
8         33         0.0 0.00     2 0.299 0.170
9         37         0.0 0.00     5 0.346 0.172
10        41         0.0 0.00     6 0.293 0.096

[1] "Total fpts: 135.1 (60)"
       Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2  Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3     Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4       Joey Votto  CIN  1B   4900 21.00     10.439024     7.449996
5      Jose Peraza  CIN  2B   3800 17.00      6.756757     6.869439
6   Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7      Trea Turner  WSH  SS   4600  2.00     10.192308    10.036012
8   Billy Hamilton  CIN  OF   4700 12.00     10.315789     8.504705
9      Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
10   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         41         0.0 0.00     3 0.420 0.289
5         37         0.0 0.00     2 0.272 0.076
6         38         0.0 0.00     5 0.401 0.258
7         26         0.0 0.00     1 0.290 0.153
8         38         0.0 0.00     1 0.296 0.093
9         38         0.0 0.00     4 0.340 0.241
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 134.3 (61)"
         Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3     Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4        Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5    Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7    Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9       Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
10      Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         35         0.0 0.00     1 0.357 0.130
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         33         0.0 0.00     2 0.299 0.170
9         37         0.0 0.00     3 0.345 0.091
10        40         0.0 0.00     1 0.368 0.193

[1] "Total fpts: 133.8 (62)"
       Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3    Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4       Joey Votto  CIN  1B   4900 21.00     10.439024     7.449996
5      Jose Peraza  CIN  2B   3800 17.00      6.756757     6.869439
6   Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7  Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8    Jose Bautista  TOR  OF   4900  2.00      8.195122     7.567098
9      Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
10  Scott Schebler  CIN  OF   3800 17.00      8.351351     8.813551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         41         0.0 0.00     3 0.420 0.289
5         37         0.0 0.00     2 0.272 0.076
6         38         0.0 0.00     5 0.401 0.258
7         32         0.0 0.00     8 0.280 0.140
8         41         0.0 0.00     2 0.333 0.185
9         38         0.0 0.00     4 0.340 0.241
10        37         0.0 0.00     6 0.358 0.276

[1] "Total fpts: 133.3 (63)"
           Lineup (69) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2        Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
3       Devin Mesoraco  CIN     C   3000 10.00      8.100000     7.489993
4          Eric Hosmer   KC    1B   3800 12.00      7.230769     5.931457
5  Arismendy Alcantara  CIN 2B/OF   3600  0.00           NaN           NA
6       Eugenio Suarez  CIN    3B   4100  5.00      9.684211     8.730516
7        Freddy Galvis  PHI    SS   3200  3.00      7.027778     5.644143
8       Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9          Adam Duvall  CIN    OF   4300  2.00      8.868421     8.437917
10      Scott Schebler  CIN    OF   3800 17.00      8.351351     8.813551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         10         0.0 0.00     8 0.387 0.184
4         39         0.0 0.00     4 0.343 0.108
5          0         0.0 0.00     7 0.315 0.108
6         38         0.0 0.00     5 0.401 0.258
7         36         0.0 0.00     2 0.308 0.184
8         33         0.0 0.00     2 0.299 0.170
9         38         0.0 0.00     4 0.340 0.241
10        37         0.0 0.00     6 0.358 0.276

[1] "Total fpts: 132.6 (64)"
        Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Aaron Nola  PHI   P   8300 20.15           NaN           NA
2   Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3    Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4     Mark Reynolds  COL  1B   4800  2.00     10.277778     8.275993
5       DJ LeMahieu  COL  2B   4400 27.00      6.972973     6.563732
6     Nolan Arenado  COL  3B   5400  5.00      9.500000     8.365793
7     Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8  Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9   Carlos Gonzalez  COL  OF   4200 18.00      5.794118     5.001693
10    Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.63    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         36         0.0 0.00     4 0.416 0.259
5         37         0.0 0.00     2 0.331 0.075
6         38         0.0 0.00     3 0.395 0.285
7         36         0.0 0.00     2 0.308 0.184
8         37         0.0 0.00     1 0.395 0.277
9         34         0.0 0.00     5 0.282 0.106
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 132 (65)"
       Lineup (64) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2     Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4       Joey Votto  CIN  1B   4900 21.00     10.439024     7.449996
5      Jose Peraza  CIN  2B   3800 17.00      6.756757     6.869439
6   Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7  Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8      Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
9   Scott Schebler  CIN  OF   3800 17.00      8.351351     8.813551
10   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         41         0.0 0.00     3 0.420 0.289
5         37         0.0 0.00     2 0.272 0.076
6         38         0.0 0.00     5 0.401 0.258
7         39         0.0 0.00     6 0.192 0.053
8         38         0.0 0.00     4 0.340 0.241
9         37         0.0 0.00     6 0.358 0.276
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 131 (66)"
        Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2      Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3      Derek Norris   TB     C   2800 14.00      5.741935     5.440391
4     Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
6       Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7       Tim Beckham   TB    SS   3400  0.00      7.282051     8.432234
8   Corey Dickerson   TB    OF   4600  8.00     10.459459     8.684580
9    Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
10    Peter Bourjos   TB    OF   2700  3.00      3.727273     5.061441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         37         0.0 0.00     4 0.342 0.177
5         21         0.0 0.00     8 0.324 0.164
6         35         0.0 0.00     3 0.406 0.255
7         39         0.0 0.00     1 0.321 0.180
8         37         0.0 0.00     2 0.433 0.295
9         33         0.0 0.00     2 0.299 0.170
10        11         0.0 0.00     9 0.277 0.163

[1] "Total fpts: 130.8 (67)"
        Lineup (118) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3       Nick Hundley   SF     C   2800  8.00      5.133333     5.166743
4       Brandon Belt   SF 1B/OF   4100  3.00      7.789474     6.414333
5           Ian Happ  CHC    2B   3900 14.00     11.500000     7.259477
6      Eduardo Nunez   SF 3B/OF   3600 14.00      7.050000     6.660061
7   Brandon Crawford   SF    SS   3200 16.00      7.153846     5.590652
8   Charlie Blackmon  COL    OF   5500  5.00     11.297297     7.891151
9      Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
10    Mac Williamson   SF    OF   2800  4.00      4.800000     5.357238
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         15         0.0 0.00     7 0.255 0.127
4         38         0.0 0.00     4 0.357 0.222
5          6         0.0 0.00     5 0.488 0.381
6         40         0.0 0.00     6 0.284 0.082
7         26         0.0 0.00     5 0.311 0.155
8         37         0.0 0.00     1 0.395 0.277
9         24         0.0 0.00     6 0.315 0.111
10         5         0.0 0.00     8 0.201 0.000

[1] "Total fpts: 130.2 (68)"
      Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
2     Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3      Evan Gattis  HOU     C   3700  2.00      7.173913     5.951716
4      Eric Hosmer   KC    1B   3800 12.00      7.230769     5.931457
5      Jose Altuve  HOU    2B   5100 16.00     10.297297     8.392672
6  Marwin Gonzalez  HOU 3B/OF   3800 21.00     10.565217     9.457205
7    Carlos Correa  HOU    SS   5100  0.00      8.527778     6.403062
8   Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9   Carlos Beltran  HOU    OF   3800 20.00      6.000000     5.868347
10     Denard Span   SF    OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         23         0.0 0.00     6 0.350 0.156
4         39         0.0 0.00     4 0.343 0.108
5         37         0.0 0.00     3 0.387 0.195
6         23         0.0 0.00     7 0.398 0.315
7         36         0.0 0.00     4 0.370 0.193
8         33         0.0 0.00     2 0.299 0.170
9         33         0.0 0.00     5 0.285 0.125
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 129.7 (69)"
   Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts Num_Games
1  Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526         8
2    Aaron Nola  PHI   P   8300 20.15           NaN           NA         0
3  Derek Norris   TB   C   2800 14.00      5.741935     5.440391        31
4     Joe Mauer  MIN  1B   3800 11.00      6.653846     4.655683        26
5  Brian Dozier  MIN  2B   4400 10.00      8.464286     6.298043        28
6   Miguel Sano  MIN  3B   4600 16.00     10.516129     8.846359        31
7   Trea Turner  WSH  SS   4600  2.00     10.192308    10.036012        26
8    Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087        36
9    Max Kepler  MIN  OF   3900  8.00      7.500000     6.494613        26
10 Byron Buxton  MIN  OF   3600  4.00      5.296296     5.682732        27
   Avg_Innings WHIP Order  wOBA   ISO
1          5.4 1.22    NA 0.000 0.000
2          5.3 1.63    NA 0.000 0.000
3          0.0 0.00     7 0.286 0.117
4          0.0 0.00     2 0.303 0.097
5          0.0 0.00     1 0.331 0.160
6          0.0 0.00     4 0.442 0.333
7          0.0 0.00     1 0.290 0.153
8          0.0 0.00     3 0.485 0.387
9          0.0 0.00     3 0.345 0.164
10         0.0 0.00     8 0.235 0.103

[1] "Total fpts: 129.15 (70)"
         Lineup (61) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Kyle Freeland  COL   P   7500 11.95     11.971429     8.150657
2        Phil Hughes  MIN   P   5800  2.20      9.618750     7.197070
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7   Francisco Lindor  CLE  SS   4500  3.00      9.026316     8.474084
8       Bryce Harper  WSH  OF   5600  5.00     13.000000    11.423660
9      Jose Bautista  TOR  OF   4900  2.00      8.195122     7.567098
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.8 1.33    NA 0.000 0.000
2          8         5.4 1.44    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         38         0.0 0.00     2 0.362 0.252
8         33         0.0 0.00     3 0.478 0.326
9         41         0.0 0.00     2 0.333 0.185
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 129.1 (71)"
        Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2     Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3     Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4       Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5   Jonathan Villar  MIL  2B   3900 20.00      7.973684     7.994886
6    Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7   Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8  Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9      Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
10      Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         39         0.0 0.00     4 0.343 0.108
5         38         0.0 0.00     1 0.268 0.124
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         37         0.0 0.00     1 0.395 0.277
9         37         0.0 0.00     3 0.345 0.091
10        36         0.0 0.00     8 0.242 0.037

[1] "Total fpts: 128.8 (72)"
      Lineup (147) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
2       Aaron Nola  PHI     P   8300 20.15           NaN           NA
3    Yadier Molina  STL     C   3500  3.00      6.424242     5.788082
4   Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5      Jose Altuve  HOU    2B   5100 16.00     10.297297     8.392672
6      Greg Garcia  STL 3B/SS   2700  7.00      6.200000     5.977736
7    Carlos Correa  HOU    SS   5100  0.00      8.527778     6.403062
8  George Springer  HOU    OF   4700  2.00      8.205882     6.763446
9     Josh Reddick  HOU    OF   4000  5.00      7.787879     7.581876
10  Carlos Beltran  HOU    OF   3800 20.00      6.000000     5.868347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         34         0.0 0.00     3 0.367 0.228
5         37         0.0 0.00     3 0.387 0.195
6         10         0.0 0.00     2 0.335 0.074
7         36         0.0 0.00     4 0.370 0.193
8         34         0.0 0.00     1 0.323 0.189
9         33         0.0 0.00     2 0.332 0.170
10        33         0.0 0.00     5 0.285 0.125

[1] "Total fpts: 128.5 (73)"
        Lineup (108) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Danny Salazar  CLE   P   9300 20.55     16.600000     8.304732
2      Kyle Freeland  COL   P   7500 11.95     11.971429     8.150657
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6        Miguel Sano  MIN  3B   4600 16.00     10.516129     8.846359
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8         Ryan Braun  MIL  OF   4600  2.00     10.480000     8.150256
9   Michael Brantley  CLE  OF   4400  5.00      8.666667     6.753458
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.2 1.57    NA 0.000 0.000
2          7         5.8 1.33    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         31         0.0 0.00     4 0.442 0.333
7         32         0.0 0.00     8 0.280 0.140
8         25         0.0 0.00     3 0.402 0.287
9         30         0.0 0.00     3 0.363 0.171
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 126.8 (74)"
       Lineup (47) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
2       Aaron Nola  PHI     P   8300 20.15           NaN           NA
3       Luke Maile  TOR     C   2700  0.00      2.583333     4.294994
4  Kendrys Morales  TOR    1B   4400  5.00      6.921053     8.155189
5      Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6      Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7      Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8    Jose Bautista  TOR    OF   4900  2.00      8.195122     7.567098
9     Kevin Pillar  TOR    OF   3700  5.00      9.100000     7.905856
10  Anthony Alford  TOR    OF   3100  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         12         0.0 0.00     9 0.129 0.070
4         38         0.0 0.00     3 0.310 0.181
5         27         0.0 0.00     1 0.335 0.143
6         35         0.0 0.00     3 0.406 0.255
7         26         0.0 0.00     1 0.290 0.153
8         41         0.0 0.00     2 0.333 0.185
9         40         0.0 0.00     1 0.368 0.193
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 126.6 (75)"
       Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4     Rickie Weeks   TB  1B   2800  0.00      6.777778     6.941398
5         Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6    Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7      Tim Beckham   TB  SS   3400  0.00      7.282051     8.432234
8       Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9  Corey Dickerson   TB  OF   4600  8.00     10.459459     8.684580
10   Peter Bourjos   TB  OF   2700  3.00      3.727273     5.061441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         18         0.0 0.00     4 0.317 0.156
5          6         0.0 0.00     5 0.488 0.381
6         41         0.0 0.00     3 0.324 0.173
7         39         0.0 0.00     1 0.321 0.180
8         36         0.0 0.00     3 0.485 0.387
9         37         0.0 0.00     2 0.433 0.295
10        11         0.0 0.00     9 0.277 0.163

[1] "Total fpts: 126.1 (76)"
        Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2     Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
3      Derek Norris   TB     C   2800 14.00      5.741935     5.440391
4     Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5       Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6     Maikel Franco  PHI    3B   4000  5.00      7.705882     7.428567
7     Freddy Galvis  PHI    SS   3200  3.00      7.027778     5.644143
8     Aaron Altherr  PHI    OF   4300  0.00     10.375000     8.458659
9  Michael Saunders  PHI    OF   3900  0.00      7.300000     6.879004
10   Odubel Herrera  PHI    OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         37         0.0 0.00     4 0.342 0.177
5         27         0.0 0.00     1 0.335 0.143
6         34         0.0 0.00     6 0.292 0.157
7         36         0.0 0.00     2 0.308 0.184
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 126 (77)"
       Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2     Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3   Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4      Eric Hosmer   KC    1B   3800 12.00      7.230769     5.931457
5      Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6   Mike Moustakas   KC    3B   3800  5.00      8.151515     6.486145
7  Addison Russell  CHC    SS   3800  7.00      7.593750     7.365391
8   Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9     Lorenzo Cain   KC    OF   3900  7.00      7.675676     5.228416
10 Jorge Bonifacio   KC    OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         27         0.0 0.00     1 0.335 0.143
6         33         0.0 0.00     6 0.334 0.243
7         32         0.0 0.00     8 0.280 0.140
8         33         0.0 0.00     2 0.299 0.170
9         37         0.0 0.00     3 0.345 0.091
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 125.8 (78)"
         Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3     Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4        Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5       Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7        Trea Turner  WSH  SS   4600  2.00     10.192308    10.036012
8       Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
9        Denard Span   SF  OF   3400  0.00      7.150000     6.555632
10   Jorge Bonifacio   KC  OF   3200 16.00      7.111111     6.746580
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         24         0.0 0.00     1 0.258 0.134
6         33         0.0 0.00     6 0.334 0.243
7         26         0.0 0.00     1 0.290 0.153
8         37         0.0 0.00     3 0.345 0.091
9         20         0.0 0.00     1 0.319 0.148
10        18         0.0 0.00     5 0.338 0.145

[1] "Total fpts: 125.3 (79)"
        Lineup (107) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4       Rickie Weeks   TB    1B   2800  0.00      6.777778     6.941398
5       Adam Frazier  PIT 2B/OF   3500 10.00      8.875000     7.428549
6      Evan Longoria   TB    3B   3600  2.00      7.658537     7.126043
7        Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8    Corey Dickerson   TB    OF   4600  8.00     10.459459     8.684580
9       Steven Souza   TB    OF   3600  2.00      6.810811     6.419752
10   Kevin Kiermaier   TB    OF   3500  5.00      6.414634     6.453587
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         18         0.0 0.00     4 0.317 0.156
5         16         0.0 0.00     1 0.385 0.111
6         41         0.0 0.00     3 0.324 0.173
7         26         0.0 0.00     1 0.290 0.153
8         37         0.0 0.00     2 0.433 0.295
9         37         0.0 0.00     5 0.346 0.172
10        41         0.0 0.00     6 0.293 0.096

[1] "Total fpts: 124.1 (80)"
         Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4     Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5   Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
6      Evan Longoria   TB    3B   3600  2.00      7.658537     7.126043
7        Tim Beckham   TB    SS   3400  0.00      7.282051     8.432234
8    Corey Dickerson   TB    OF   4600  8.00     10.459459     8.684580
9      Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
10     Peter Bourjos   TB    OF   2700  3.00      3.727273     5.061441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          9         6.5 1.22    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         34         0.0 0.00     3 0.367 0.228
5         21         0.0 0.00     8 0.324 0.164
6         41         0.0 0.00     3 0.324 0.173
7         39         0.0 0.00     1 0.321 0.180
8         37         0.0 0.00     2 0.433 0.295
9         24         0.0 0.00     6 0.315 0.111
10        11         0.0 0.00     9 0.277 0.163

[1] "Total fpts: 123.8 (81)"
         Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3       Jason Castro  MIN   C   3100  4.00      4.863636     5.488477
4          Joe Mauer  MIN  1B   3800 11.00      6.653846     4.655683
5       Brian Dozier  MIN  2B   4400 10.00      8.464286     6.298043
6        Miguel Sano  MIN  3B   4600 16.00     10.516129     8.846359
7      Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9       Byron Buxton  MIN  OF   3600  4.00      5.296296     5.682732
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         22         0.0 0.00     9 0.305 0.149
4         26         0.0 0.00     2 0.303 0.097
5         28         0.0 0.00     1 0.331 0.160
6         31         0.0 0.00     4 0.442 0.333
7         36         0.0 0.00     2 0.308 0.184
8         33         0.0 0.00     2 0.299 0.170
9         27         0.0 0.00     8 0.235 0.103
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 122.2 (82)"
        Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3          Yan Gomes  CLE   C   3100 31.00      5.833333     5.529892
4        Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5       Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6      Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7      Erik Gonzalez  CLE  SS   2900  0.00           NaN           NA
8   Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9  Lonnie Chisenhall  CLE  OF   3500  6.00      8.952381     8.279349
10    Bradley Zimmer  CLE  OF   3400 10.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         39         0.0 0.00     4 0.343 0.108
5         24         0.0 0.00     1 0.258 0.134
6         41         0.0 0.00     3 0.324 0.173
7          0         0.0 0.00     9 0.450 0.000
8         37         0.0 0.00     1 0.395 0.277
9         21         0.0 0.00     6 0.375 0.302
10         0         0.0 0.00     8 0.331 0.333

[1] "Total fpts: 122.1 (83)"
        Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3        Evan Gattis  HOU   C   3700  2.00      7.173913     5.951716
4        Eric Thames  MIL  1B   4500  2.00     12.294118     9.434076
5    Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7    Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8         Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9       Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
10       Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         23         0.0 0.00     6 0.350 0.156
4         34         0.0 0.00     2 0.466 0.366
5         25         0.0 0.00     1 0.305 0.160
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         36         0.0 0.00     3 0.485 0.387
9         37         0.0 0.00     3 0.345 0.091
10        36         0.0 0.00     8 0.242 0.037

[1] "Total fpts: 121.8 (84)"
      Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3     Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4    Matt Holliday  NYY  1B   3800  0.00      9.032258     8.638996
5   Starlin Castro  NYY  2B   4300  0.00      9.605263     7.412697
6      Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8      Aaron Judge  NYY  OF   5000  0.00     12.527778    10.462139
9  Jacoby Ellsbury  NYY  OF   4000  7.00      8.548387     6.587051
10   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         31         0.0 0.00     3 0.378 0.227
5         38         0.0 0.00     4 0.403 0.193
6         35         0.0 0.00     3 0.406 0.255
7         39         0.0 0.00     6 0.192 0.053
8         36         0.0 0.00     5 0.479 0.406
9         31         0.0 0.00     6 0.345 0.143
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 121.35 (85)"
      Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Aaron Nola  PHI   P   8300 20.15           NaN           NA
2    Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3     Evan Gattis  HOU   C   3700  2.00      7.173913     5.951716
4   Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5     Jose Altuve  HOU  2B   5100 16.00     10.297297     8.392672
6     Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7   Carlos Correa  HOU  SS   5100  0.00      8.527778     6.403062
8  Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9    Josh Reddick  HOU  OF   4000  5.00      7.787879     7.581876
10 Carlos Beltran  HOU  OF   3800 20.00      6.000000     5.868347
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.63    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         23         0.0 0.00     6 0.350 0.156
4         37         0.0 0.00     4 0.342 0.177
5         37         0.0 0.00     3 0.387 0.195
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     4 0.370 0.193
8         33         0.0 0.00     2 0.299 0.170
9         33         0.0 0.00     2 0.332 0.170
10        33         0.0 0.00     5 0.285 0.125

[1] "Total fpts: 121.3 (86)"
        Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3       Jason Castro  MIN   C   3100  4.00      4.863636     5.488477
4      Kennys Vargas  MIN  1B   3800  3.00      8.692308     7.878077
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7      Jorge Polanco  MIN  SS   3600  3.00      6.700000     4.534542
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9         Max Kepler  MIN  OF   3900  8.00      7.500000     6.494613
10     Eddie Rosario  MIN  OF   3400  0.00      5.800000     5.081406
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         22         0.0 0.00     9 0.305 0.149
4         13         0.0 0.00     5 0.317 0.283
5          6         0.0 0.00     5 0.488 0.381
6         33         0.0 0.00     6 0.334 0.243
7         30         0.0 0.00     7 0.293 0.116
8         33         0.0 0.00     2 0.299 0.170
9         26         0.0 0.00     3 0.345 0.164
10        30         0.0 0.00     6 0.288 0.130

[1] "Total fpts: 121 (87)"
          Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8       Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
9      Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
10       Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         33         0.0 0.00     6 0.334 0.243
7         32         0.0 0.00     8 0.280 0.140
8         40         0.0 0.00     1 0.368 0.193
9         24         0.0 0.00     6 0.315 0.111
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 121 (88)"
          Lineup (123) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
2      Adam Wainwright  STL     P   7100 23.45     10.681250     9.761511
3       Devin Mesoraco  CIN     C   3000 10.00      8.100000     7.489993
4       Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5  Arismendy Alcantara  CIN 2B/OF   3600  0.00           NaN           NA
6       Eugenio Suarez  CIN    3B   4100  5.00      9.684211     8.730516
7     Francisco Lindor  CLE    SS   4500  3.00      9.026316     8.474084
8           Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9          Adam Duvall  CIN    OF   4300  2.00      8.868421     8.437917
10      Scott Schebler  CIN    OF   3800 17.00      8.351351     8.813551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         10         0.0 0.00     8 0.387 0.184
4         34         0.0 0.00     3 0.367 0.228
5          0         0.0 0.00     7 0.315 0.108
6         38         0.0 0.00     5 0.401 0.258
7         38         0.0 0.00     2 0.362 0.252
8         36         0.0 0.00     3 0.485 0.387
9         38         0.0 0.00     4 0.340 0.241
10        37         0.0 0.00     6 0.358 0.276

[1] "Total fpts: 120.6 (89)"
       Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2       Aaron Nola  PHI     P   8300 20.15           NaN           NA
3     Derek Norris   TB     C   2800 14.00      5.741935     5.440391
4     Rickie Weeks   TB    1B   2800  0.00      6.777778     6.941398
5      Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6    Evan Longoria   TB    3B   3600  2.00      7.658537     7.126043
7      Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8       Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9     Steven Souza   TB    OF   3600  2.00      6.810811     6.419752
10 Kevin Kiermaier   TB    OF   3500  5.00      6.414634     6.453587
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         18         0.0 0.00     4 0.317 0.156
5         27         0.0 0.00     1 0.335 0.143
6         41         0.0 0.00     3 0.324 0.173
7         26         0.0 0.00     1 0.290 0.153
8         36         0.0 0.00     3 0.485 0.387
9         37         0.0 0.00     5 0.346 0.172
10        41         0.0 0.00     6 0.293 0.096

[1] "Total fpts: 120 (90)"
     Lineup (58) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2   Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3   Jason Castro  MIN     C   3100  4.00      4.863636     5.488477
4  Kennys Vargas  MIN    1B   3800  3.00      8.692308     7.878077
5    Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6    Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7  Jorge Polanco  MIN    SS   3600  3.00      6.700000     4.534542
8     Max Kepler  MIN    OF   3900  8.00      7.500000     6.494613
9  Eddie Rosario  MIN    OF   3400  0.00      5.800000     5.081406
10 Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         22         0.0 0.00     9 0.305 0.149
4         13         0.0 0.00     5 0.317 0.283
5         27         0.0 0.00     1 0.335 0.143
6         35         0.0 0.00     3 0.406 0.255
7         30         0.0 0.00     7 0.293 0.116
8         26         0.0 0.00     3 0.345 0.164
9         30         0.0 0.00     6 0.288 0.130
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 119.7 (91)"
      Lineup (45) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2      Aaron Nola  PHI   P   8300 20.15           NaN           NA
3    Jason Castro  MIN   C   3100  4.00      4.863636     5.488477
4   Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5    Brian Dozier  MIN  2B   4400 10.00      8.464286     6.298043
6     Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7   Jorge Polanco  MIN  SS   3600  3.00      6.700000     4.534542
8  Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9    Byron Buxton  MIN  OF   3600  4.00      5.296296     5.682732
10  Eddie Rosario  MIN  OF   3400  0.00      5.800000     5.081406
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         22         0.0 0.00     9 0.305 0.149
4         37         0.0 0.00     4 0.342 0.177
5         28         0.0 0.00     1 0.331 0.160
6         35         0.0 0.00     3 0.406 0.255
7         30         0.0 0.00     7 0.293 0.116
8         33         0.0 0.00     2 0.299 0.170
9         27         0.0 0.00     8 0.235 0.103
10        30         0.0 0.00     6 0.288 0.130

[1] "Total fpts: 119.6 (92)"
           Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2           Aaron Nola  PHI     P   8300 20.15           NaN           NA
3       Devin Mesoraco  CIN     C   3000 10.00      8.100000     7.489993
4        Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5  Arismendy Alcantara  CIN 2B/OF   3600  0.00           NaN           NA
6       Eugenio Suarez  CIN    3B   4100  5.00      9.684211     8.730516
7      Addison Russell  CHC    SS   3800  7.00      7.593750     7.365391
8          Adam Duvall  CIN    OF   4300  2.00      8.868421     8.437917
9       Scott Schebler  CIN    OF   3800 17.00      8.351351     8.813551
10       Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         10         0.0 0.00     8 0.387 0.184
4         37         0.0 0.00     4 0.342 0.177
5          0         0.0 0.00     7 0.315 0.108
6         38         0.0 0.00     5 0.401 0.258
7         32         0.0 0.00     8 0.280 0.140
8         38         0.0 0.00     4 0.340 0.241
9         37         0.0 0.00     6 0.358 0.276
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 119.5 (93)"
       Lineup (128) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Matt Cain   SF   P   7000 -7.2     13.471429    13.490085
2        Jake Junis   KC   P   5700  9.7           NaN           NA
3    Russell Martin  TOR   C   4200  3.0      6.086957     5.044466
4     Anthony Rizzo  CHC  1B   4900 20.0      8.243243     7.406474
5          Ian Happ  CHC  2B   3900 14.0     11.500000     7.259477
6       Kris Bryant  CHC  3B   5200 39.0     10.514286     8.107264
7  Brandon Crawford   SF  SS   3200 16.0      7.153846     5.590652
8      Bryce Harper  WSH  OF   5600  5.0     13.000000    11.423660
9    Kyle Schwarber  CHC  OF   4300  9.0      6.757576     6.036505
10    Jason Heyward  CHC  OF   3400 11.0      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.3 1.44    NA 0.000 0.000
2          0         1.0 2.00    NA 0.000 0.000
3         23         0.0 0.00     6 0.327 0.138
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         26         0.0 0.00     5 0.311 0.155
8         33         0.0 0.00     3 0.478 0.326
9         33         0.0 0.00     2 0.299 0.170
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 118.7 (94)"
       Lineup (55) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3     Jose Lobaton  WSH   C   2600  3.00      3.636364     4.319091
4   Ryan Zimmerman  WSH  1B   4800  3.00     12.250000     9.353281
5    Daniel Murphy  WSH  2B   4800 17.00      9.457143     9.156620
6      Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8     Jayson Werth  WSH  OF   4400  0.00      7.812500     8.275255
9   Michael Taylor  WSH  OF   3900  8.00      7.250000     6.950009
10   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         11         0.0 0.00     8 0.192 0.103
4         32         0.0 0.00     4 0.480 0.377
5         35         0.0 0.00     5 0.409 0.241
6         35         0.0 0.00     3 0.406 0.255
7         32         0.0 0.00     8 0.280 0.140
8         32         0.0 0.00     6 0.384 0.176
9         20         0.0 0.00     7 0.310 0.174
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 118 (95)"
         Lineup (92) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2       Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3          Yan Gomes  CLE     C   3100 31.00      5.833333     5.529892
4     Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5       Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6      Nolan Arenado  COL    3B   5400  5.00      9.500000     8.365793
7        Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         24         0.0 0.00     7 0.321 0.149
4         34         0.0 0.00     3 0.367 0.228
5         24         0.0 0.00     1 0.258 0.134
6         38         0.0 0.00     3 0.395 0.285
7         26         0.0 0.00     1 0.290 0.153
8         21         0.0 0.00     6 0.375 0.302
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 117.8 (96)"
         Lineup (75) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3       Andrew Knapp  PHI     C   3100  0.00      5.909091     6.057302
4       Brock Stassi  PHI 1B/OF   2800  2.00      6.888889     6.193635
5    Jonathan Schoop  BAL    2B   3800  0.00      7.236842     5.159270
6      Maikel Franco  PHI    3B   4000  5.00      7.705882     7.428567
7       Aledmys Diaz  STL    SS   3700 18.00      6.705882     8.487172
8         Mike Trout  LAA    OF   5500 34.00     12.305556     6.400087
9   Michael Saunders  PHI    OF   3900  0.00      7.300000     6.879004
10    Odubel Herrera  PHI    OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         11         0.0 0.00     8 0.369 0.175
4          9         0.0 0.00     7 0.280 0.177
5         38         0.0 0.00     1 0.341 0.190
6         34         0.0 0.00     6 0.292 0.157
7         34         0.0 0.00     7 0.287 0.130
8         36         0.0 0.00     3 0.485 0.387
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 117.3 (97)"
        Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
3     Devin Mesoraco  CIN     C   3000 10.00      8.100000     7.489993
4       Brock Stassi  PHI 1B/OF   2800  2.00      6.888889     6.193635
5    Jonathan Villar  MIL    2B   3900 20.00      7.973684     7.994886
6      Maikel Franco  PHI    3B   4000  5.00      7.705882     7.428567
7        Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8      Aaron Altherr  PHI    OF   4300  0.00     10.375000     8.458659
9   Michael Saunders  PHI    OF   3900  0.00      7.300000     6.879004
10    Odubel Herrera  PHI    OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         10         0.0 0.00     8 0.387 0.184
4          9         0.0 0.00     7 0.280 0.177
5         38         0.0 0.00     1 0.268 0.124
6         34         0.0 0.00     6 0.292 0.157
7         26         0.0 0.00     1 0.290 0.153
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 116.7 (98)"
          Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5    Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7      Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8      Aaron Altherr  PHI  OF   4300  0.00     10.375000     8.458659
9   Michael Saunders  PHI  OF   3900  0.00      7.300000     6.879004
10    Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5         35         0.0 0.00     1 0.357 0.130
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     2 0.308 0.184
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 115.8 (99)"
        Lineup (89) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Marco Estrada  TOR     P   8600 39.65     17.456250     8.230711
2        Aaron Nola  PHI     P   8300 20.15           NaN           NA
3     Yadier Molina  STL     C   3500  3.00      6.424242     5.788082
4     Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5      Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6     Nolan Arenado  COL    3B   5400  5.00      9.500000     8.365793
7  Francisco Lindor  CLE    SS   4500  3.00      9.026316     8.474084
8  Michael Brantley  CLE    OF   4400  5.00      8.666667     6.753458
9    Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10 Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         37         0.0 0.00     4 0.342 0.177
5         24         0.0 0.00     1 0.258 0.134
6         38         0.0 0.00     3 0.395 0.285
7         38         0.0 0.00     2 0.362 0.252
8         30         0.0 0.00     3 0.363 0.171
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 115.7 (100)"
         Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5        Jose Altuve  HOU  2B   5100 16.00     10.297297     8.392672
6       Alex Bregman  HOU  3B   3700 14.00      5.611111     3.937206
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8    George Springer  HOU  OF   4700  2.00      8.205882     6.763446
9       Josh Reddick  HOU  OF   4000  5.00      7.787879     7.581876
10    Norichika Aoki  HOU  OF   3500  0.00      5.120000     5.681256
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5         37         0.0 0.00     3 0.387 0.195
6         36         0.0 0.00     8 0.303 0.080
7         32         0.0 0.00     8 0.280 0.140
8         34         0.0 0.00     1 0.323 0.189
9         33         0.0 0.00     2 0.332 0.170
10        25         0.0 0.00     9 0.289 0.065

[1] "Total fpts: 114.7 (101)"
      Lineup (125) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2       Aaron Nola  PHI   P   8300 20.15           NaN           NA
3     Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4     Chris Carter  NYY  1B   3600  2.00      5.350000     5.833434
5  Jonathan Schoop  BAL  2B   3800  0.00      7.236842     5.159270
6    Chase Headley  NYY  3B   3700  0.00      7.970588     5.890338
7   Didi Gregorius  NYY  SS   3500 16.00      7.444444     6.251797
8       Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9    Brett Gardner  NYY  OF   4400 21.00     10.125000     9.637795
10  Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         20         0.0 0.00     9 0.287 0.128
5         38         0.0 0.00     1 0.341 0.190
6         34         0.0 0.00     7 0.322 0.150
7         18         0.0 0.00     8 0.324 0.090
8         36         0.0 0.00     3 0.485 0.387
9         32         0.0 0.00     1 0.359 0.216
10        33         0.0 0.00     2 0.299 0.170

[1] "Total fpts: 113 (102)"
         Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5    Whit Merrifield   KC  2B   3800  3.00      6.800000     6.324555
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7    Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9       Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
10       Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5         25         0.0 0.00     1 0.305 0.160
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         33         0.0 0.00     2 0.299 0.170
9         37         0.0 0.00     3 0.345 0.091
10        36         0.0 0.00     8 0.242 0.037

[1] "Total fpts: 112.6 (103)"
         Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Kennys Vargas  MIN  1B   3800  3.00      8.692308     7.878077
5          Joe Panik   SF  2B   3600  5.00      5.684211     5.030207
6        Miguel Sano  MIN  3B   4600 16.00     10.516129     8.846359
7      Jorge Polanco  MIN  SS   3600  3.00      6.700000     4.534542
8     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9         Max Kepler  MIN  OF   3900  8.00      7.500000     6.494613
10     Eddie Rosario  MIN  OF   3400  0.00      5.800000     5.081406
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         13         0.0 0.00     5 0.317 0.283
5         38         0.0 0.00     2 0.289 0.081
6         31         0.0 0.00     4 0.442 0.333
7         30         0.0 0.00     7 0.293 0.116
8         33         0.0 0.00     2 0.299 0.170
9         26         0.0 0.00     3 0.345 0.164
10        30         0.0 0.00     6 0.288 0.130

[1] "Total fpts: 111.65 (104)"
         Lineup (19) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2       Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4         Joey Votto  CIN  1B   4900 21.00     10.439024     7.449996
5        Jose Peraza  CIN  2B   3800 17.00      6.756757     6.869439
6     Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8     Billy Hamilton  CIN  OF   4700 12.00     10.315789     8.504705
9     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10       Adam Duvall  CIN  OF   4300  2.00      8.868421     8.437917
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         41         0.0 0.00     3 0.420 0.289
5         37         0.0 0.00     2 0.272 0.076
6         38         0.0 0.00     5 0.401 0.258
7         32         0.0 0.00     8 0.280 0.140
8         38         0.0 0.00     1 0.296 0.093
9         33         0.0 0.00     2 0.299 0.170
10        38         0.0 0.00     4 0.340 0.241

[1] "Total fpts: 111.6 (105)"
    Lineup (138) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2     Aaron Nola  PHI   P   8300 20.15           NaN           NA
3   Jason Castro  MIN   C   3100  4.00      4.863636     5.488477
4  Kennys Vargas  MIN  1B   3800  3.00      8.692308     7.878077
5       Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6  Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7  Jorge Polanco  MIN  SS   3600  3.00      6.700000     4.534542
8     Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9   Byron Buxton  MIN  OF   3600  4.00      5.296296     5.682732
10 Eddie Rosario  MIN  OF   3400  0.00      5.800000     5.081406
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         22         0.0 0.00     9 0.305 0.149
4         13         0.0 0.00     5 0.317 0.283
5          6         0.0 0.00     5 0.488 0.381
6         41         0.0 0.00     3 0.324 0.173
7         30         0.0 0.00     7 0.293 0.116
8         36         0.0 0.00     3 0.485 0.387
9         27         0.0 0.00     8 0.235 0.103
10        30         0.0 0.00     6 0.288 0.130

[1] "Total fpts: 111 (106)"
         Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2       Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4       Brandon Belt   SF 1B/OF   4100  3.00      7.789474     6.414333
5          Joe Panik   SF    2B   3600  5.00      5.684211     5.030207
6   Christian Arroyo   SF 3B/SS   3500  7.00      6.818182     5.279217
7   Brandon Crawford   SF    SS   3200 16.00      7.153846     5.590652
8     Billy Hamilton  CIN    OF   4700 12.00     10.315789     8.504705
9     Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
10       Denard Span   SF    OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         38         0.0 0.00     4 0.357 0.222
5         38         0.0 0.00     2 0.289 0.081
6         22         0.0 0.00     3 0.277 0.126
7         26         0.0 0.00     5 0.311 0.155
8         38         0.0 0.00     1 0.296 0.093
9         33         0.0 0.00     2 0.299 0.170
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 110.8 (107)"
     Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
2      Aaron Nola  PHI   P   8300 20.15           NaN           NA
3   Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4  Ryan Zimmerman  WSH  1B   4800  3.00     12.250000     9.353281
5   Daniel Murphy  WSH  2B   4800 17.00      9.457143     9.156620
6   Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7     Wilmer Difo  WSH  SS   3000 10.00      6.363636     5.783990
8    Bryce Harper  WSH  OF   5600  5.00     13.000000    11.423660
9    Jayson Werth  WSH  OF   4400  0.00      7.812500     8.275255
10  Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.1 1.18    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         32         0.0 0.00     4 0.480 0.377
5         35         0.0 0.00     5 0.409 0.241
6         41         0.0 0.00     3 0.324 0.173
7         11         0.0 0.00     2 0.252 0.082
8         33         0.0 0.00     3 0.478 0.326
9         32         0.0 0.00     6 0.384 0.176
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 110.5 (108)"
         Lineup (43) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jake Arrieta  CHC   P   9400 25.3     17.607143     9.802101
2       Tommy Milone  NYM   P   5600 -9.8           NaN           NA
3  Willson Contreras  CHC   C   3600 21.0      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.0      8.243243     7.406474
5           Ian Happ  CHC  2B   3900 14.0     11.500000     7.259477
6     Eugenio Suarez  CIN  3B   4100  5.0      9.684211     8.730516
7    Addison Russell  CHC  SS   3800  7.0      7.593750     7.365391
8       Bryce Harper  WSH  OF   5600  5.0     13.000000    11.423660
9     Billy Hamilton  CIN  OF   4700 12.0     10.315789     8.504705
10     Jason Heyward  CHC  OF   3400 11.0      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.46    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         38         0.0 0.00     5 0.401 0.258
7         32         0.0 0.00     8 0.280 0.140
8         33         0.0 0.00     3 0.478 0.326
9         38         0.0 0.00     1 0.296 0.093
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 110.3 (109)"
        Lineup (130) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3      Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4       Rickie Weeks   TB  1B   2800  0.00      6.777778     6.941398
5       Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6      Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7        Tim Beckham   TB  SS   3400  0.00      7.282051     8.432234
8    Corey Dickerson   TB  OF   4600  8.00     10.459459     8.684580
9     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10     Peter Bourjos   TB  OF   2700  3.00      3.727273     5.061441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         18         0.0 0.00     4 0.317 0.156
5         24         0.0 0.00     1 0.258 0.134
6         41         0.0 0.00     3 0.324 0.173
7         39         0.0 0.00     1 0.321 0.180
8         37         0.0 0.00     2 0.433 0.295
9         33         0.0 0.00     2 0.299 0.170
10        11         0.0 0.00     9 0.277 0.163

[1] "Total fpts: 109.1 (110)"
        Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3       Derek Norris   TB   C   2800 14.00      5.741935     5.440391
4        Chris Davis  BAL  1B   4700  0.00      7.921053     9.113048
5    Jonathan Schoop  BAL  2B   3800  0.00      7.236842     5.159270
6      Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7    Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8        Mark Trumbo  BAL  OF   4600  6.00      7.850000     7.985724
9         Adam Jones  BAL  OF   4200 20.00      7.000000     6.202716
10      Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         38         0.0 0.00     4 0.373 0.241
5         38         0.0 0.00     1 0.341 0.190
6         40         0.0 0.00     3 0.330 0.225
7         39         0.0 0.00     6 0.192 0.053
8         40         0.0 0.00     5 0.311 0.141
9         39         0.0 0.00     2 0.314 0.135
10        40         0.0 0.00     1 0.368 0.193

[1] "Total fpts: 107.7 (111)"
           Lineup (37) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
2           Aaron Nola  PHI     P   8300 20.15           NaN           NA
3    Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4           Joey Votto  CIN    1B   4900 21.00     10.439024     7.449996
5  Arismendy Alcantara  CIN 2B/OF   3600  0.00           NaN           NA
6       Eugenio Suarez  CIN    3B   4100  5.00      9.684211     8.730516
7          Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8       Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9          Adam Duvall  CIN    OF   4300  2.00      8.868421     8.437917
10      Scott Schebler  CIN    OF   3800 17.00      8.351351     8.813551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         41         0.0 0.00     3 0.420 0.289
5          0         0.0 0.00     7 0.315 0.108
6         38         0.0 0.00     5 0.401 0.258
7         26         0.0 0.00     1 0.290 0.153
8         33         0.0 0.00     2 0.299 0.170
9         38         0.0 0.00     4 0.340 0.241
10        37         0.0 0.00     6 0.358 0.276

[1] "Total fpts: 107.2 (112)"
         Lineup (73) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3     Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4  Edwin Encarnacion  CLE  1B   3800 18.00      6.342105     6.191871
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6      Maikel Franco  PHI  3B   4000  5.00      7.705882     7.428567
7      Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8      Aaron Altherr  PHI  OF   4300  0.00     10.375000     8.458659
9   Michael Saunders  PHI  OF   3900  0.00      7.300000     6.879004
10    Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         38         0.0 0.00     5 0.314 0.158
5          6         0.0 0.00     5 0.488 0.381
6         34         0.0 0.00     6 0.292 0.157
7         36         0.0 0.00     2 0.308 0.184
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 107 (113)"
      Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2    Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3      Luke Maile  TOR     C   2700  0.00      2.583333     4.294994
4   Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5   Darwin Barney  TOR 2B/3B   2800  0.00      5.000000     4.498889
6     Kris Bryant  CHC    3B   5200 39.00     10.514286     8.107264
7   Freddy Galvis  PHI    SS   3200  3.00      7.027778     5.644143
8   Jose Bautista  TOR    OF   4900  2.00      8.195122     7.567098
9    Kevin Pillar  TOR    OF   3700  5.00      9.100000     7.905856
10 Anthony Alford  TOR    OF   3100  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         12         0.0 0.00     9 0.129 0.070
4         37         0.0 0.00     4 0.342 0.177
5         26         0.0 0.00     7 0.272 0.073
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     2 0.308 0.184
8         41         0.0 0.00     2 0.333 0.185
9         40         0.0 0.00     1 0.368 0.193
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 106 (114)"
       Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2   Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3     Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4    Matt Carpenter  STL  1B   4100 16.00      8.323529     7.069870
5      Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6    Jhonny Peralta  STL  3B   3100 10.00      1.875000     1.807722
7      Aledmys Diaz  STL  SS   3700 18.00      6.705882     8.487172
8      Bryce Harper  WSH  OF   5600  5.00     13.000000    11.423660
9  Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
10       Tommy Pham  STL  OF   3500  5.00     10.454545    12.628251
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         34         0.0 0.00     3 0.367 0.228
5         24         0.0 0.00     1 0.258 0.134
6          8         0.0 0.00     5 0.205 0.000
7         34         0.0 0.00     7 0.287 0.130
8         33         0.0 0.00     3 0.478 0.326
9         37         0.0 0.00     1 0.395 0.277
10        11         0.0 0.00     6 0.397 0.277

[1] "Total fpts: 106 (115)"
       Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2      Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3      Jason Castro  MIN   C   3100  4.00      4.863636     5.488477
4         Joe Mauer  MIN  1B   3800 11.00      6.653846     4.655683
5      Brian Dozier  MIN  2B   4400 10.00      8.464286     6.298043
6       Miguel Sano  MIN  3B   4600 16.00     10.516129     8.846359
7      Aledmys Diaz  STL  SS   3700 18.00      6.705882     8.487172
8  Michael Saunders  PHI  OF   3900  0.00      7.300000     6.879004
9      Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
10     Byron Buxton  MIN  OF   3600  4.00      5.296296     5.682732
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         22         0.0 0.00     9 0.305 0.149
4         26         0.0 0.00     2 0.303 0.097
5         28         0.0 0.00     1 0.331 0.160
6         31         0.0 0.00     4 0.442 0.333
7         34         0.0 0.00     7 0.287 0.130
8         30         0.0 0.00     4 0.302 0.165
9         40         0.0 0.00     1 0.368 0.193
10        27         0.0 0.00     8 0.235 0.103

[1] "Total fpts: 105.85 (116)"
      Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jake Arrieta  CHC   P   9400 25.30     17.607143     9.802101
2     Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3     Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4      Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5  Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6   Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7  Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8       Mike Trout  LAA  OF   5500 34.00     12.305556     6.400087
9     Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
10     Alex Gordon   KC  OF   3200  7.00      4.388889     3.563929
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.46    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         39         0.0 0.00     4 0.343 0.108
5         35         0.0 0.00     1 0.357 0.130
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         36         0.0 0.00     3 0.485 0.387
9         37         0.0 0.00     3 0.345 0.091
10        36         0.0 0.00     8 0.242 0.037

[1] "Total fpts: 104.75 (117)"
         Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2       Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4     Ryan Zimmerman  WSH  1B   4800  3.00     12.250000     9.353281
5      Daniel Murphy  WSH  2B   4800 17.00      9.457143     9.156620
6        Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7        Wilmer Difo  WSH  SS   3000 10.00      6.363636     5.783990
8       Bryce Harper  WSH  OF   5600  5.00     13.000000    11.423660
9       Jayson Werth  WSH  OF   4400  0.00      7.812500     8.275255
10    Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         32         0.0 0.00     4 0.480 0.377
5         35         0.0 0.00     5 0.409 0.241
6         35         0.0 0.00     3 0.406 0.255
7         11         0.0 0.00     2 0.252 0.082
8         33         0.0 0.00     3 0.478 0.326
9         32         0.0 0.00     6 0.384 0.176
10        33         0.0 0.00     2 0.299 0.170

[1] "Total fpts: 104.1 (118)"
      Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Joe Musgrove  HOU   P   8200 -5.85     11.787500     6.265652
2   Kyle Freeland  COL   P   7500 11.95     11.971429     8.150657
3     Evan Gattis  HOU   C   3700  2.00      7.173913     5.951716
4   Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5        Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6     Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7   Carlos Correa  HOU  SS   5100  0.00      8.527778     6.403062
8  Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
9  Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
10  Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.41    NA 0.000 0.000
2          7         5.8 1.33    NA 0.000 0.000
3         23         0.0 0.00     6 0.350 0.156
4         37         0.0 0.00     4 0.342 0.177
5          6         0.0 0.00     5 0.488 0.381
6         35         0.0 0.00     3 0.406 0.255
7         36         0.0 0.00     4 0.370 0.193
8         33         0.0 0.00     2 0.299 0.170
9         34         0.0 0.00     5 0.283 0.122
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 104 (119)"
     Lineup (104) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2    Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3     Evan Gattis  HOU     C   3700  2.00      7.173913     5.951716
4       John Jaso  PIT 1B/OF   2900  5.00      5.133333     5.194319
5     Jose Altuve  HOU    2B   5100 16.00     10.297297     8.392672
6     Greg Garcia  STL 3B/SS   2700  7.00      6.200000     5.977736
7   Carlos Correa  HOU    SS   5100  0.00      8.527778     6.403062
8    Josh Reddick  HOU    OF   4000  5.00      7.787879     7.581876
9  Carlos Beltran  HOU    OF   3800 20.00      6.000000     5.868347
10  Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         23         0.0 0.00     6 0.350 0.156
4         15         0.0 0.00     6 0.279 0.169
5         37         0.0 0.00     3 0.387 0.195
6         10         0.0 0.00     2 0.335 0.074
7         36         0.0 0.00     4 0.370 0.193
8         33         0.0 0.00     2 0.332 0.170
9         33         0.0 0.00     5 0.285 0.125
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 103.7 (120)"
        Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Anthony Rizzo  CHC  1B   4900 20.00      8.243243     7.406474
5     Starlin Castro  NYY  2B   4300  0.00      9.605263     7.412697
6      Chase Headley  NYY  3B   3700  0.00      7.970588     5.890338
7     Didi Gregorius  NYY  SS   3500 16.00      7.444444     6.251797
8        Aaron Judge  NYY  OF   5000  0.00     12.527778    10.462139
9     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10   Jacoby Ellsbury  NYY  OF   4000  7.00      8.548387     6.587051
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         37         0.0 0.00     4 0.342 0.177
5         38         0.0 0.00     4 0.403 0.193
6         34         0.0 0.00     7 0.322 0.150
7         18         0.0 0.00     8 0.324 0.090
8         36         0.0 0.00     5 0.479 0.406
9         33         0.0 0.00     2 0.299 0.170
10        31         0.0 0.00     6 0.345 0.143

[1] "Total fpts: 103.65 (121)"
         Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2         Phil Hughes  MIN     P   5800  2.20      9.618750     7.197070
3  Welington Castillo  BAL     C   4200  0.00      9.619048     8.651452
4         Chris Davis  BAL    1B   4700  0.00      7.921053     9.113048
5        Adam Frazier  PIT 2B/OF   3500 10.00      8.875000     7.428549
6       Manny Machado  BAL    3B   4900  2.00      8.350000     7.885560
7   Andrelton Simmons  LAA    SS   3000 27.00      5.707317     5.148999
8         Mark Trumbo  BAL    OF   4600  6.00      7.850000     7.985724
9      Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
10         Adam Jones  BAL    OF   4200 20.00      7.000000     6.202716
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.44    NA 0.000 0.000
3         21         0.0 0.00     6 0.412 0.205
4         38         0.0 0.00     4 0.373 0.241
5         16         0.0 0.00     1 0.385 0.111
6         40         0.0 0.00     3 0.330 0.225
7         41         0.0 0.00     2 0.299 0.087
8         40         0.0 0.00     5 0.311 0.141
9         33         0.0 0.00     2 0.299 0.170
10        39         0.0 0.00     2 0.314 0.135

[1] "Total fpts: 103.6 (122)"
       Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2        Aaron Nola  PHI     P   8300 20.15           NaN           NA
3      Derek Norris   TB     C   2800 14.00      5.741935     5.440391
4     Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
6     Nolan Arenado  COL    3B   5400  5.00      9.500000     8.365793
7   Addison Russell  CHC    SS   3800  7.00      7.593750     7.365391
8      Steven Souza   TB    OF   3600  2.00      6.810811     6.419752
9   Kevin Kiermaier   TB    OF   3500  5.00      6.414634     6.453587
10    Peter Bourjos   TB    OF   2700  3.00      3.727273     5.061441
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         37         0.0 0.00     4 0.342 0.177
5         21         0.0 0.00     8 0.324 0.164
6         38         0.0 0.00     3 0.395 0.285
7         32         0.0 0.00     8 0.280 0.140
8         37         0.0 0.00     5 0.346 0.172
9         41         0.0 0.00     6 0.293 0.096
10        11         0.0 0.00     9 0.277 0.163

[1] "Total fpts: 102.6 (123)"
        Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Aaron Nola  PHI   P   8300 20.15           NaN           NA
2    Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4     Ryan Zimmerman  WSH  1B   4800  3.00     12.250000     9.353281
5      Daniel Murphy  WSH  2B   4800 17.00      9.457143     9.156620
6     Eugenio Suarez  CIN  3B   4100  5.00      9.684211     8.730516
7        Tim Beckham   TB  SS   3400  0.00      7.282051     8.432234
8       Bryce Harper  WSH  OF   5600  5.00     13.000000    11.423660
9       Jayson Werth  WSH  OF   4400  0.00      7.812500     8.275255
10    Michael Taylor  WSH  OF   3900  8.00      7.250000     6.950009
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.63    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         32         0.0 0.00     4 0.480 0.377
5         35         0.0 0.00     5 0.409 0.241
6         38         0.0 0.00     5 0.401 0.258
7         39         0.0 0.00     1 0.321 0.180
8         33         0.0 0.00     3 0.478 0.326
9         32         0.0 0.00     6 0.384 0.176
10        20         0.0 0.00     7 0.310 0.174

[1] "Total fpts: 101.8 (124)"
        Lineup (140) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3         Luke Maile  TOR     C   2700  0.00      2.583333     4.294994
4     Matt Carpenter  STL    1B   4100 16.00      8.323529     7.069870
5      Darwin Barney  TOR 2B/3B   2800  0.00      5.000000     4.498889
6      Nolan Arenado  COL    3B   5400  5.00      9.500000     8.365793
7       Aledmys Diaz  STL    SS   3700 18.00      6.705882     8.487172
8      Jose Bautista  TOR    OF   4900  2.00      8.195122     7.567098
9       Kevin Pillar  TOR    OF   3700  5.00      9.100000     7.905856
10    Anthony Alford  TOR    OF   3100  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         12         0.0 0.00     9 0.129 0.070
4         34         0.0 0.00     3 0.367 0.228
5         26         0.0 0.00     7 0.272 0.073
6         38         0.0 0.00     3 0.395 0.285
7         34         0.0 0.00     7 0.287 0.130
8         41         0.0 0.00     2 0.333 0.185
9         40         0.0 0.00     1 0.368 0.193
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 101.3 (125)"
         Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2      Marco Estrada  TOR   P   8600 39.65     17.456250     8.230711
3      Yadier Molina  STL   C   3500  3.00      6.424242     5.788082
4        Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5    Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7      Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8      Aaron Altherr  PHI  OF   4300  0.00     10.375000     8.458659
9   Michael Saunders  PHI  OF   3900  0.00      7.300000     6.879004
10    Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         6.1 1.18    NA 0.000 0.000
3         33         0.0 0.00     4 0.302 0.127
4         39         0.0 0.00     4 0.343 0.108
5         35         0.0 0.00     1 0.357 0.130
6         33         0.0 0.00     6 0.334 0.243
7         36         0.0 0.00     2 0.308 0.184
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 99.6 (126)"
         Lineup (46) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4       Brock Stassi  PHI 1B/OF   2800  2.00      6.888889     6.193635
5           Ian Happ  CHC    2B   3900 14.00     11.500000     7.259477
6      Maikel Franco  PHI    3B   4000  5.00      7.705882     7.428567
7    Addison Russell  CHC    SS   3800  7.00      7.593750     7.365391
8      Aaron Altherr  PHI    OF   4300  0.00     10.375000     8.458659
9   Michael Saunders  PHI    OF   3900  0.00      7.300000     6.879004
10    Odubel Herrera  PHI    OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4          9         0.0 0.00     7 0.280 0.177
5          6         0.0 0.00     5 0.488 0.381
6         34         0.0 0.00     6 0.292 0.157
7         32         0.0 0.00     8 0.280 0.140
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 99 (127)"
        Lineup (98) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2   Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3    Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4       Eric Hosmer   KC  1B   3800 12.00      7.230769     5.931457
5      Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6    Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7   Alcides Escobar   KC  SS   2900  3.00      3.589744     3.596182
8      Bryce Harper  WSH  OF   5600  5.00     13.000000    11.423660
9  Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
10     Lorenzo Cain   KC  OF   3900  7.00      7.675676     5.228416
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         39         0.0 0.00     4 0.343 0.108
5         24         0.0 0.00     1 0.258 0.134
6         33         0.0 0.00     6 0.334 0.243
7         39         0.0 0.00     6 0.192 0.053
8         33         0.0 0.00     3 0.478 0.326
9         37         0.0 0.00     1 0.395 0.277
10        37         0.0 0.00     3 0.345 0.091

[1] "Total fpts: 98.9 (128)"
       Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2  Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3     Jose Lobaton  WSH   C   2600  3.00      3.636364     4.319091
4   Ryan Zimmerman  WSH  1B   4800  3.00     12.250000     9.353281
5    Daniel Murphy  WSH  2B   4800 17.00      9.457143     9.156620
6   Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7    Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8     Jayson Werth  WSH  OF   4400  0.00      7.812500     8.275255
9   Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10  Michael Taylor  WSH  OF   3900  8.00      7.250000     6.950009
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         11         0.0 0.00     8 0.192 0.103
4         32         0.0 0.00     4 0.480 0.377
5         35         0.0 0.00     5 0.409 0.241
6         33         0.0 0.00     6 0.334 0.243
7         36         0.0 0.00     2 0.308 0.184
8         32         0.0 0.00     6 0.384 0.176
9         33         0.0 0.00     2 0.299 0.170
10        20         0.0 0.00     7 0.310 0.174

[1] "Total fpts: 97.85 (129)"
          Lineup (114) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Stephen Strasburg  WSH     P  11300 35.65     18.621429     6.863542
2         Tommy Milone  NYM     P   5600 -9.80           NaN           NA
3       Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4           Joey Votto  CIN    1B   4900 21.00     10.439024     7.449996
5  Arismendy Alcantara  CIN 2B/OF   3600  0.00           NaN           NA
6       Eugenio Suarez  CIN    3B   4100  5.00      9.684211     8.730516
7      Addison Russell  CHC    SS   3800  7.00      7.593750     7.365391
8           Ryan Braun  MIL    OF   4600  2.00     10.480000     8.150256
9          Adam Duvall  CIN    OF   4300  2.00      8.868421     8.437917
10      Scott Schebler  CIN    OF   3800 17.00      8.351351     8.813551
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         41         0.0 0.00     3 0.420 0.289
5          0         0.0 0.00     7 0.315 0.108
6         38         0.0 0.00     5 0.401 0.258
7         32         0.0 0.00     8 0.280 0.140
8         25         0.0 0.00     3 0.402 0.287
9         38         0.0 0.00     4 0.340 0.241
10        37         0.0 0.00     6 0.358 0.276

[1] "Total fpts: 95.9 (130)"
        Lineup (60) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2   Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3    Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4    Matt Carpenter  STL  1B   4100 16.00      8.323529     7.069870
5   Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6     Nolan Arenado  COL  3B   5400  5.00      9.500000     8.365793
7     Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8     Aaron Altherr  PHI  OF   4300  0.00     10.375000     8.458659
9  Michael Saunders  PHI  OF   3900  0.00      7.300000     6.879004
10   Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         34         0.0 0.00     3 0.367 0.228
5         35         0.0 0.00     1 0.357 0.130
6         38         0.0 0.00     3 0.395 0.285
7         36         0.0 0.00     2 0.308 0.184
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 95.6 (131)"
        Lineup (141) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2         Aaron Nola  PHI     P   8300 20.15           NaN           NA
3     Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4        Eric Thames  MIL    1B   4500  2.00     12.294118     9.434076
5       Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6      Manny Machado  BAL    3B   4900  2.00      8.350000     7.885560
7      Erik Gonzalez  CLE    SS   2900  0.00           NaN           NA
8  Lonnie Chisenhall  CLE    OF   3500  6.00      8.952381     8.279349
9     Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10  Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         34         0.0 0.00     2 0.466 0.366
5         24         0.0 0.00     1 0.258 0.134
6         40         0.0 0.00     3 0.330 0.225
7          0         0.0 0.00     9 0.450 0.000
8         21         0.0 0.00     6 0.375 0.302
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 95.2 (132)"
         Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3       Derek Norris   TB   C   2800 14.00      5.741935     5.440391
4       Rickie Weeks   TB  1B   2800  0.00      6.777778     6.941398
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6      Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8   Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9       Steven Souza   TB  OF   3600  2.00      6.810811     6.419752
10   Kevin Kiermaier   TB  OF   3500  5.00      6.414634     6.453587
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         31         0.0 0.00     7 0.286 0.117
4         18         0.0 0.00     4 0.317 0.156
5          6         0.0 0.00     5 0.488 0.381
6         41         0.0 0.00     3 0.324 0.173
7         32         0.0 0.00     8 0.280 0.140
8         37         0.0 0.00     1 0.395 0.277
9         37         0.0 0.00     5 0.346 0.172
10        41         0.0 0.00     6 0.293 0.096

[1] "Total fpts: 94.75 (133)"
         Lineup (30) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2       Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4      Mark Reynolds  COL  1B   4800  2.00     10.277778     8.275993
5        DJ LeMahieu  COL  2B   4400 27.00      6.972973     6.563732
6      Nolan Arenado  COL  3B   5400  5.00      9.500000     8.365793
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8   Charlie Blackmon  COL  OF   5500  5.00     11.297297     7.891151
9     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10   Carlos Gonzalez  COL  OF   4200 18.00      5.794118     5.001693
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         36         0.0 0.00     4 0.416 0.259
5         37         0.0 0.00     2 0.331 0.075
6         38         0.0 0.00     3 0.395 0.285
7         32         0.0 0.00     8 0.280 0.140
8         37         0.0 0.00     1 0.395 0.277
9         33         0.0 0.00     2 0.299 0.170
10        34         0.0 0.00     5 0.282 0.106

[1] "Total fpts: 94.75 (134)"
      Lineup (142) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2     Jake Arrieta  CHC   P   9400 25.30     17.607143     9.802101
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4     Rickie Weeks   TB  1B   2800  0.00      6.777778     6.941398
5  Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6    Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7  Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8  Corey Dickerson   TB  OF   4600  8.00     10.459459     8.684580
9     Steven Souza   TB  OF   3600  2.00      6.810811     6.419752
10 Kevin Kiermaier   TB  OF   3500  5.00      6.414634     6.453587
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          7         5.6 1.46    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         18         0.0 0.00     4 0.317 0.156
5         35         0.0 0.00     1 0.357 0.130
6         41         0.0 0.00     3 0.324 0.173
7         32         0.0 0.00     8 0.280 0.140
8         37         0.0 0.00     2 0.433 0.295
9         37         0.0 0.00     5 0.346 0.172
10        41         0.0 0.00     6 0.293 0.096

[1] "Total fpts: 94.2 (135)"
        Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3     Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4      Kennys Vargas  MIN  1B   3800  3.00      8.692308     7.878077
5    Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6        Miguel Sano  MIN  3B   4600 16.00     10.516129     8.846359
7      Jorge Polanco  MIN  SS   3600  3.00      6.700000     4.534542
8         Max Kepler  MIN  OF   3900  8.00      7.500000     6.494613
9      Eddie Rosario  MIN  OF   3400  0.00      5.800000     5.081406
10       Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         13         0.0 0.00     5 0.317 0.283
5         35         0.0 0.00     1 0.357 0.130
6         31         0.0 0.00     4 0.442 0.333
7         30         0.0 0.00     7 0.293 0.116
8         26         0.0 0.00     3 0.345 0.164
9         30         0.0 0.00     6 0.288 0.130
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 94 (136)"
         Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2       Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3  Willson Contreras  CHC     C   3600 21.00      6.740741     8.346315
4       Rickie Weeks   TB    1B   2800  0.00      6.777778     6.941398
5        Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6      Evan Longoria   TB    3B   3600  2.00      7.658537     7.126043
7        Tim Beckham   TB    SS   3400  0.00      7.282051     8.432234
8    Corey Dickerson   TB    OF   4600  8.00     10.459459     8.684580
9     Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
10      Steven Souza   TB    OF   3600  2.00      6.810811     6.419752
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         18         0.0 0.00     4 0.317 0.156
5         27         0.0 0.00     1 0.335 0.143
6         41         0.0 0.00     3 0.324 0.173
7         39         0.0 0.00     1 0.321 0.180
8         37         0.0 0.00     2 0.433 0.295
9         33         0.0 0.00     2 0.299 0.170
10        37         0.0 0.00     5 0.346 0.172

[1] "Total fpts: 91.7 (137)"
         Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3  Willson Contreras  CHC   C   3600 21.00      6.740741     8.346315
4        Chris Davis  BAL  1B   4700  0.00      7.921053     9.113048
5    Jonathan Schoop  BAL  2B   3800  0.00      7.236842     5.159270
6      Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7      Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8        Mark Trumbo  BAL  OF   4600  6.00      7.850000     7.985724
9     Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
10        Adam Jones  BAL  OF   4200 20.00      7.000000     6.202716
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         27         0.0 0.00     7 0.296 0.155
4         38         0.0 0.00     4 0.373 0.241
5         38         0.0 0.00     1 0.341 0.190
6         40         0.0 0.00     3 0.330 0.225
7         36         0.0 0.00     2 0.308 0.184
8         40         0.0 0.00     5 0.311 0.141
9         33         0.0 0.00     2 0.299 0.170
10        39         0.0 0.00     2 0.314 0.135

[1] "Total fpts: 89 (138)"
          Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
2     Adam Wainwright  STL     P   7100 23.45     10.681250     9.761511
3  Welington Castillo  BAL     C   4200  0.00      9.619048     8.651452
4         Chris Davis  BAL    1B   4700  0.00      7.921053     9.113048
5         Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6       Manny Machado  BAL    3B   4900  2.00      8.350000     7.885560
7         Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8         Mark Trumbo  BAL    OF   4600  6.00      7.850000     7.985724
9          Adam Jones  BAL    OF   4200 20.00      7.000000     6.202716
10      Jason Heyward  CHC    OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         21         0.0 0.00     6 0.412 0.205
4         38         0.0 0.00     4 0.373 0.241
5         27         0.0 0.00     1 0.335 0.143
6         40         0.0 0.00     3 0.330 0.225
7         26         0.0 0.00     1 0.290 0.153
8         40         0.0 0.00     5 0.311 0.141
9         39         0.0 0.00     2 0.314 0.135
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 85.65 (139)"
      Lineup (103) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2     Tommy Milone  NYM     P   5600 -9.80           NaN           NA
3   Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4    Anthony Rizzo  CHC    1B   4900 20.00      8.243243     7.406474
5      Jose Altuve  HOU    2B   5100 16.00     10.297297     8.392672
6      Greg Garcia  STL 3B/SS   2700  7.00      6.200000     5.977736
7    Carlos Correa  HOU    SS   5100  0.00      8.527778     6.403062
8  George Springer  HOU    OF   4700  2.00      8.205882     6.763446
9     Josh Reddick  HOU    OF   4000  5.00      7.787879     7.581876
10  Norichika Aoki  HOU    OF   3500  0.00      5.120000     5.681256
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         37         0.0 0.00     4 0.342 0.177
5         37         0.0 0.00     3 0.387 0.195
6         10         0.0 0.00     2 0.335 0.074
7         36         0.0 0.00     4 0.370 0.193
8         34         0.0 0.00     1 0.323 0.189
9         33         0.0 0.00     2 0.332 0.170
10        25         0.0 0.00     9 0.289 0.065

[1] "Total fpts: 84.45 (140)"
       Lineup (150) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Jake Arrieta  CHC   P   9400 25.30     17.607143     9.802101
2        Aaron Nola  PHI   P   8300 20.15           NaN           NA
3      Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4    Matt Carpenter  STL  1B   4100 16.00      8.323529     7.069870
5      Jason Kipnis  CLE  2B   4100 10.00      6.333333     8.716135
6     Maikel Franco  PHI  3B   4000  5.00      7.705882     7.428567
7     Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8     Aaron Altherr  PHI  OF   4300  0.00     10.375000     8.458659
9  Michael Saunders  PHI  OF   3900  0.00      7.300000     6.879004
10   Odubel Herrera  PHI  OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.46    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         34         0.0 0.00     3 0.367 0.228
5         24         0.0 0.00     1 0.258 0.134
6         34         0.0 0.00     6 0.292 0.157
7         36         0.0 0.00     2 0.308 0.184
8         24         0.0 0.00     3 0.420 0.300
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 84.2 (141)"
         Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2       Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
3         Luke Maile  TOR   C   2700  0.00      2.583333     4.294994
4    Kendrys Morales  TOR  1B   4400  5.00      6.921053     8.155189
5           Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6     Mike Moustakas   KC  3B   3800  5.00      8.151515     6.486145
7    Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8      Jose Bautista  TOR  OF   4900  2.00      8.195122     7.567098
9       Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
10    Anthony Alford  TOR  OF   3100  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         12         0.0 0.00     9 0.129 0.070
4         38         0.0 0.00     3 0.310 0.181
5          6         0.0 0.00     5 0.488 0.381
6         33         0.0 0.00     6 0.334 0.243
7         32         0.0 0.00     8 0.280 0.140
8         41         0.0 0.00     2 0.333 0.185
9         40         0.0 0.00     1 0.368 0.193
10         0         0.0 0.00     8 0.000 0.000

[1] "Total fpts: 82.65 (142)"
      Lineup (102) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2     Tommy Milone  NYM     P   5600 -9.80           NaN           NA
3   Salvador Perez   KC     C   3600 18.00      7.166667     7.311439
4   Ryan Zimmerman  WSH    1B   4800  3.00     12.250000     9.353281
5    Daniel Murphy  WSH    2B   4800 17.00      9.457143     9.156620
6      Greg Garcia  STL 3B/SS   2700  7.00      6.200000     5.977736
7  Addison Russell  CHC    SS   3800  7.00      7.593750     7.365391
8     Bryce Harper  WSH    OF   5600  5.00     13.000000    11.423660
9     Jayson Werth  WSH    OF   4400  0.00      7.812500     8.275255
10  Michael Taylor  WSH    OF   3900  8.00      7.250000     6.950009
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         32         0.0 0.00     4 0.480 0.377
5         35         0.0 0.00     5 0.409 0.241
6         10         0.0 0.00     2 0.335 0.074
7         32         0.0 0.00     8 0.280 0.140
8         33         0.0 0.00     3 0.478 0.326
9         32         0.0 0.00     6 0.384 0.176
10        20         0.0 0.00     7 0.310 0.174

[1] "Total fpts: 82.4 (143)"
         Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Aaron Nola  PHI   P   8300 20.15           NaN           NA
2         CC Sabathia  NYY   P   7600 22.25     10.668750    10.348635
3  Welington Castillo  BAL   C   4200  0.00      9.619048     8.651452
4         Chris Davis  BAL  1B   4700  0.00      7.921053     9.113048
5     Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6       Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7     Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8         Mark Trumbo  BAL  OF   4600  6.00      7.850000     7.985724
9          Adam Jones  BAL  OF   4200 20.00      7.000000     6.202716
10       Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         5.3 1.63    NA 0.000 0.000
2          8         5.7 1.45    NA 0.000 0.000
3         21         0.0 0.00     6 0.412 0.205
4         38         0.0 0.00     4 0.373 0.241
5         35         0.0 0.00     1 0.357 0.130
6         40         0.0 0.00     3 0.330 0.225
7         32         0.0 0.00     8 0.280 0.140
8         40         0.0 0.00     5 0.311 0.141
9         39         0.0 0.00     2 0.314 0.135
10        40         0.0 0.00     1 0.368 0.193

[1] "Total fpts: 81.65 (144)"
       Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2     Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3   Salvador Perez   KC   C   3600 18.00      7.166667     7.311439
4      Chris Davis  BAL  1B   4700  0.00      7.921053     9.113048
5  Jonathan Schoop  BAL  2B   3800  0.00      7.236842     5.159270
6    Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7  Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8      Mark Trumbo  BAL  OF   4600  6.00      7.850000     7.985724
9       Adam Jones  BAL  OF   4200 20.00      7.000000     6.202716
10   Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         36         0.0 0.00     5 0.343 0.218
4         38         0.0 0.00     4 0.373 0.241
5         38         0.0 0.00     1 0.341 0.190
6         40         0.0 0.00     3 0.330 0.225
7         32         0.0 0.00     8 0.280 0.140
8         40         0.0 0.00     5 0.311 0.141
9         39         0.0 0.00     2 0.314 0.135
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 80.8 (145)"
        Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2         Aaron Nola  PHI   P   8300 20.15           NaN           NA
3       Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4       Rickie Weeks   TB  1B   2800  0.00      6.777778     6.941398
5    Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6      Evan Longoria   TB  3B   3600  2.00      7.658537     7.126043
7        Tim Beckham   TB  SS   3400  0.00      7.282051     8.432234
8    Corey Dickerson   TB  OF   4600  8.00     10.459459     8.684580
9       Steven Souza   TB  OF   3600  2.00      6.810811     6.419752
10     Jason Heyward  CHC  OF   3400 11.00      7.041667     6.544026
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         5.3 1.63    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         18         0.0 0.00     4 0.317 0.156
5         35         0.0 0.00     1 0.357 0.130
6         41         0.0 0.00     3 0.324 0.173
7         39         0.0 0.00     1 0.321 0.180
8         37         0.0 0.00     2 0.433 0.295
9         37         0.0 0.00     5 0.346 0.172
10        24         0.0 0.00     6 0.315 0.111

[1] "Total fpts: 78.75 (146)"
       Lineup (86) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Jesse Chavez  LAA   P   8400 10.55     14.975000     8.243526
2     Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3     Gary Sanchez  NYY   C   4500  2.00      8.823529     7.939106
4    Matt Holliday  NYY  1B   3800  0.00      9.032258     8.638996
5   Starlin Castro  NYY  2B   4300  0.00      9.605263     7.412697
6      Kris Bryant  CHC  3B   5200 39.00     10.514286     8.107264
7  Addison Russell  CHC  SS   3800  7.00      7.593750     7.365391
8      Aaron Judge  NYY  OF   5000  0.00     12.527778    10.462139
9    Brett Gardner  NYY  OF   4400 21.00     10.125000     9.637795
10  Kyle Schwarber  CHC  OF   4300  9.00      6.757576     6.036505
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.4 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         17         0.0 0.00     2 0.392 0.197
4         31         0.0 0.00     3 0.378 0.227
5         38         0.0 0.00     4 0.403 0.193
6         35         0.0 0.00     3 0.406 0.255
7         32         0.0 0.00     8 0.280 0.140
8         36         0.0 0.00     5 0.479 0.406
9         32         0.0 0.00     1 0.359 0.216
10        33         0.0 0.00     2 0.299 0.170

[1] "Total fpts: 73 (147)"
        Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2      Jesse Chavez  LAA     P   8400 10.55     14.975000     8.243526
3      Andrew Knapp  PHI     C   3100  0.00      5.909091     6.057302
4      Brock Stassi  PHI 1B/OF   2800  2.00      6.888889     6.193635
5       Ben Zobrist  CHC 2B/OF   3900 14.00      7.370370     5.644249
6     Maikel Franco  PHI    3B   4000  5.00      7.705882     7.428567
7       Trea Turner  WSH    SS   4600  2.00     10.192308    10.036012
8    Kyle Schwarber  CHC    OF   4300  9.00      6.757576     6.036505
9  Michael Saunders  PHI    OF   3900  0.00      7.300000     6.879004
10   Odubel Herrera  PHI    OF   3600  3.00      6.147059     4.493311
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.4 1.22    NA 0.000 0.000
3         11         0.0 0.00     8 0.369 0.175
4          9         0.0 0.00     7 0.280 0.177
5         27         0.0 0.00     1 0.335 0.143
6         34         0.0 0.00     6 0.292 0.157
7         26         0.0 0.00     1 0.290 0.153
8         33         0.0 0.00     2 0.299 0.170
9         30         0.0 0.00     4 0.302 0.165
10        34         0.0 0.00     5 0.283 0.122

[1] "Total fpts: 71.65 (148)"
       Lineup (148) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB     P  10800 27.45     20.161111    10.496302
2      Tommy Milone  NYM     P   5600 -9.80           NaN           NA
3    Russell Martin  TOR     C   4200  3.00      6.086957     5.044466
4        Joey Votto  CIN    1B   4900 21.00     10.439024     7.449996
5      Jason Kipnis  CLE    2B   4100 10.00      6.333333     8.716135
6     Manny Machado  BAL    3B   4900  2.00      8.350000     7.885560
7  Francisco Lindor  CLE    SS   4500  3.00      9.026316     8.474084
8  Michael Brantley  CLE    OF   4400  5.00      8.666667     6.753458
9    Bradley Zimmer  CLE    OF   3400 10.00           NaN           NA
10 Daniel Robertson   TB 2B/3B   2400  0.00      5.238095     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         23         0.0 0.00     6 0.327 0.138
4         41         0.0 0.00     3 0.420 0.289
5         24         0.0 0.00     1 0.258 0.134
6         40         0.0 0.00     3 0.330 0.225
7         38         0.0 0.00     2 0.362 0.252
8         30         0.0 0.00     3 0.363 0.171
9          0         0.0 0.00     8 0.331 0.333
10        21         0.0 0.00     8 0.324 0.164

[1] "Total fpts: 70.85 (149)"
         Lineup (122) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Stephen Strasburg  WSH   P  11300 35.65     18.621429     6.863542
2        Tommy Milone  NYM   P   5600 -9.80           NaN           NA
3  Welington Castillo  BAL   C   4200  0.00      9.619048     8.651452
4         Chris Davis  BAL  1B   4700  0.00      7.921053     9.113048
5            Ian Happ  CHC  2B   3900 14.00     11.500000     7.259477
6       Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7       Freddy Galvis  PHI  SS   3200  3.00      7.027778     5.644143
8         Mark Trumbo  BAL  OF   4600  6.00      7.850000     7.985724
9          Adam Jones  BAL  OF   4200 20.00      7.000000     6.202716
10        Denard Span   SF  OF   3400  0.00      7.150000     6.555632
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.6 1.14    NA 0.000 0.000
2          0         4.0 1.45    NA 0.000 0.000
3         21         0.0 0.00     6 0.412 0.205
4         38         0.0 0.00     4 0.373 0.241
5          6         0.0 0.00     5 0.488 0.381
6         40         0.0 0.00     3 0.330 0.225
7         36         0.0 0.00     2 0.308 0.184
8         40         0.0 0.00     5 0.311 0.141
9         39         0.0 0.00     2 0.314 0.135
10        20         0.0 0.00     1 0.319 0.148

[1] "Total fpts: 67.9 (150)"
       Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Archer   TB   P  10800 27.45     20.161111    10.496302
2   Adam Wainwright  STL   P   7100 23.45     10.681250     9.761511
3        Luke Maile  TOR   C   2700  0.00      2.583333     4.294994
4   Kendrys Morales  TOR  1B   4400  5.00      6.921053     8.155189
5   Cesar Hernandez  PHI  2B   3900  0.00      9.314286     7.226469
6     Manny Machado  BAL  3B   4900  2.00      8.350000     7.885560
7  Francisco Lindor  CLE  SS   4500  3.00      9.026316     8.474084
8     Jose Bautista  TOR  OF   4900  2.00      8.195122     7.567098
9      Kevin Pillar  TOR  OF   3700  5.00      9.100000     7.905856
10   Anthony Alford  TOR  OF   3100  0.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.5 1.22    NA 0.000 0.000
2          8         5.3 1.70    NA 0.000 0.000
3         12         0.0 0.00     9 0.129 0.070
4         38         0.0 0.00     3 0.310 0.181
5         35         0.0 0.00     1 0.357 0.130
6         40         0.0 0.00     3 0.330 0.225
7         38         0.0 0.00     2 0.362 0.252
8         41         0.0 0.00     2 0.333 0.185
9         40         0.0 0.00     1 0.368 0.193
10         0         0.0 0.00     8 0.000 0.000



***********************************************************************************************
Contest 24: 2017-05-23 $8.00entry_MLB$250KMini8's[$50Kto1st]
***********************************************************************************************
[1] "PnL: -517"
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."

[1] "Total fpts: 188.35 (1)"
        Lineup (105) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC    P  11100 42.35     16.672222     7.533347
2           Joe Ross  WSH    P   5900 29.00           NaN           NA
3     Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4     Hanley Ramirez  BOS   1B   4400  6.00      7.766667     6.615986
5     Dustin Pedroia  BOS   2B   3900 16.00      6.571429     5.129418
6     Mike Moustakas   KC   3B   3700 16.00      7.828571     6.460221
7    Xander Bogaerts  BOS   SS   4700 25.00      8.571429     5.892596
8       Mookie Betts  BOS   OF   5000  9.00      9.270270     9.631109
9  Andrew Benintendi  BOS   OF   3900 17.00      7.756757     7.793892
10      Josh Reddick  HOU   OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          0         5.2 1.53    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         30         0.0 0.00     5 0.349 0.172
5         35         0.0 0.00     2 0.321 0.085
6         35         0.0 0.00     2 0.326 0.231
7         35         0.0 0.00     3 0.366 0.113
8         37         0.0 0.00     1 0.369 0.215
9         37         0.0 0.00     4 0.338 0.143
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 185.45 (2)"
       Lineup (83) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   German Marquez  COL   P   6600 21.50           NaN           NA
3     Juan Centeno  HOU   C   2000 21.00           NaN           NA
4   Ryan Zimmerman  WSH  1B   4600 13.00     11.969697     9.345737
5    Daniel Murphy  WSH  2B   4800  5.00      9.666667     9.112002
6   Anthony Rendon  WSH  3B   3700 41.00      8.176471    12.444959
7       Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8     Bryce Harper  WSH  OF   5400 14.00     12.764706    11.332599
9     Jayson Werth  WSH  OF   3700 18.00      7.575758     8.257687
10    Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         33         0.0 0.00     4 0.474 0.367
5         36         0.0 0.00     5 0.416 0.253
6         34         0.0 0.00     6 0.348 0.152
7         31         0.0 0.00     8 0.245 0.114
8         34         0.0 0.00     3 0.472 0.317
9         33         0.0 0.00     2 0.374 0.171
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 178.75 (3)"
         Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2  Jordan Montgomery  NYY   P   6800 23.80     13.557143     3.885703
3       Juan Centeno  HOU   C   2000 21.00           NaN           NA
4    Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5     Dustin Pedroia  BOS  2B   3900 16.00      6.571429     5.129418
6      Deven Marrero  BOS  3B   2700  9.00      3.375000     3.997767
7    Xander Bogaerts  BOS  SS   4700 25.00      8.571429     5.892596
8       Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10      Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         39         0.0 0.00     4 0.308 0.176
5         35         0.0 0.00     2 0.321 0.085
6          8         0.0 0.00     9 0.170 0.056
7         35         0.0 0.00     3 0.366 0.113
8         37         0.0 0.00     1 0.369 0.215
9         37         0.0 0.00     4 0.338 0.143
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 176.6 (4)"
         Lineup (98) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3       Juan Centeno  HOU   C   2000 21.00           NaN           NA
4         Jose Abreu  CWS  1B   4800 19.00      8.289474     7.996310
5         Dee Gordon  MIA  2B   3700 25.00      7.605263     6.574066
6     Derek Dietrich  MIA  3B   3000 12.00      6.041667     6.603551
7          JT Riddle  MIA  SS   2400 12.00      5.909091     8.971673
8  Giancarlo Stanton  MIA  OF   4100 11.00      9.100000     9.051987
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10     Ichiro Suzuki  MIA  OF   2500  9.00      4.400000     7.368853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         38         0.0 0.00     3 0.353 0.212
5         38         0.0 0.00     1 0.293 0.059
6         24         0.0 0.00     6 0.320 0.122
7         11         0.0 0.00     8 0.273 0.196
8         40         0.0 0.00     2 0.364 0.267
9         37         0.0 0.00     4 0.338 0.143
10         5         0.0 0.00     9 0.205 0.098

[1] "Total fpts: 170.45 (5)"
        Lineup (1) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2   German Marquez  COL     P   6600 21.50           NaN           NA
3     Juan Centeno  HOU     C   2000 21.00           NaN           NA
4       Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7      Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8    Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
9     Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
10    Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         27         0.0 0.00     1 0.282 0.148
8         35         0.0 0.00     5 0.268 0.076
9         35         0.0 0.00     2 0.332 0.161
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 167.8 (6)"
         Lineup (86) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2    Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
3        JT Realmuto  MIA     C   3400 17.00      6.823529     6.210795
4        Justin Bour  MIA    1B   4000 33.00      8.189189     8.588875
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Derek Dietrich  MIA    3B   3000 12.00      6.041667     6.603551
7          JT Riddle  MIA    SS   2400 12.00      5.909091     8.971673
8  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
9       Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
10     Ichiro Suzuki  MIA    OF   2500  9.00      4.400000     7.368853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3         34           0 0.00     5 0.350 0.129
4         37           0 0.00     7 0.373 0.262
5         25           0 0.00     2 0.272 0.077
6         24           0 0.00     6 0.320 0.122
7         11           0 0.00     8 0.273 0.196
8         37           0 0.00     4 0.338 0.143
9         32           0 0.00     6 0.347 0.182
10         5           0 0.00     9 0.205 0.098

[1] "Total fpts: 167.8 (7)"
        Lineup (115) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2    Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
3        JT Realmuto  MIA     C   3400 17.00      6.823529     6.210795
4        Justin Bour  MIA    1B   4000 33.00      8.189189     8.588875
5   Cliff Pennington  LAA 2B/SS   2000  5.00      5.900000     5.173651
6     Mike Moustakas   KC    3B   3700 16.00      7.828571     6.460221
7         Ryan Goins  TOR    SS   2300 10.00      4.806452     5.985646
8  Giancarlo Stanton  MIA    OF   4100 11.00      9.100000     9.051987
9      Marcell Ozuna  MIA    OF   3500  9.00      9.146341     9.012660
10  Christian Yelich  MIA    OF   3400  5.00      7.725000     7.045593
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3         34           0 0.00     5 0.350 0.129
4         37           0 0.00     7 0.373 0.262
5         10           0 0.00     9 0.299 0.000
6         35           0 0.00     2 0.326 0.231
7         31           0 0.00     8 0.245 0.114
8         40           0 0.00     2 0.364 0.267
9         41           0 0.00     4 0.401 0.242
10        40           0 0.00     3 0.316 0.129

[1] "Total fpts: 165.45 (8)"
         Lineup (32) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     German Marquez  COL   P   6600 21.50           NaN           NA
3    Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4        Justin Bour  MIA  1B   4000 33.00      8.189189     8.588875
5         Dee Gordon  MIA  2B   3700 25.00      7.605263     6.574066
6      Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7        Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8  Giancarlo Stanton  MIA  OF   4100 11.00      9.100000     9.051987
9      Marcell Ozuna  MIA  OF   3500  9.00      9.146341     9.012660
10  Christian Yelich  MIA  OF   3400  5.00      7.725000     7.045593
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         37         0.0 0.00     7 0.373 0.262
5         38         0.0 0.00     1 0.293 0.059
6         14         0.0 0.00     7 0.280 0.091
7         27         0.0 0.00     1 0.282 0.148
8         40         0.0 0.00     2 0.364 0.267
9         41         0.0 0.00     4 0.401 0.242
10        40         0.0 0.00     3 0.316 0.129

[1] "Total fpts: 165 (9)"
       Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3       Kurt Suzuki  ATL   C   3000 13.00      7.937500     9.132132
4        Jose Abreu  CWS  1B   4800 19.00      8.289474     7.996310
5      Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6          Rio Ruiz  ATL  3B   2700  0.00           NaN           NA
7  Francisco Lindor  CLE  SS   4600 18.00      8.825000     8.313990
8         Matt Kemp  ATL  OF   4600  7.00     10.387097    10.134684
9     Nick Markakis  ATL  OF   3500 14.00      6.975610     4.606994
10       Matt Adams  ATL  OF   3200 26.00      4.428571     5.912054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         16         0.0 0.00     6 0.346 0.200
4         38         0.0 0.00     3 0.353 0.212
5         43         0.0 0.00     5 0.264 0.148
6          0         0.0 0.00     7 0.396 0.250
7         40         0.0 0.00     2 0.360 0.246
8         31         0.0 0.00     4 0.419 0.274
9         41         0.0 0.00     3 0.336 0.085
10         7         0.0 0.00     5 0.334 0.146

[1] "Total fpts: 163.45 (10)"
        Lineup (36) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3       Kurt Suzuki  ATL   C   3000 13.00      7.937500     9.132132
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5  Brandon Phillips  ATL  2B   3900 10.00      7.852941     7.431026
6     Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7       Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8         Matt Kemp  ATL  OF   4600  7.00     10.387097    10.134684
9     Nick Markakis  ATL  OF   3500 14.00      6.975610     4.606994
10       Matt Adams  ATL  OF   3200 26.00      4.428571     5.912054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         16         0.0 0.00     6 0.346 0.200
4         39         0.0 0.00     4 0.308 0.176
5         34         0.0 0.00     2 0.347 0.133
6         14         0.0 0.00     7 0.280 0.091
7         27         0.0 0.00     1 0.282 0.148
8         31         0.0 0.00     4 0.419 0.274
9         41         0.0 0.00     3 0.336 0.085
10         7         0.0 0.00     5 0.334 0.146

[1] "Total fpts: 160.45 (11)"
        Lineup (42) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3      Juan Centeno  HOU   C   2000 21.00           NaN           NA
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5       Jose Altuve  HOU  2B   4900  0.00     10.358974     8.238188
6    Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7  Francisco Lindor  CLE  SS   4600 18.00      8.825000     8.313990
8   George Springer  HOU  OF   4300  2.00      7.916667     6.682066
9      Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
10   Jake Marisnick  HOU  OF   2900 13.00      5.928571    10.291627
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         39         0.0 0.00     4 0.308 0.176
5         39         0.0 0.00     3 0.387 0.210
6         35         0.0 0.00     2 0.326 0.231
7         40         0.0 0.00     2 0.360 0.246
8         36         0.0 0.00     1 0.316 0.182
9         35         0.0 0.00     2 0.332 0.161
10        14         0.0 0.00     9 0.374 0.260

[1] "Total fpts: 160.45 (12)"
          Lineup (45) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2      German Marquez  COL   P   6600 21.50           NaN           NA
3  Francisco Cervelli  PIT   C   3100 10.00      6.161290     5.360950
4       Yonder Alonso  OAK  1B   3900 16.00      9.718750     9.165976
5          Jed Lowrie  OAK  2B   3700 20.00      7.615385     6.964630
6      Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7         Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8         Khris Davis  OAK  OF   4200 13.00      7.641026     7.852211
9          Matt Joyce  OAK  OF   3400  6.00      6.322581     6.939679
10         Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         31         0.0 0.00     5 0.304 0.164
4         32         0.0 0.00     5 0.414 0.348
5         39         0.0 0.00     3 0.356 0.179
6         35         0.0 0.00     2 0.326 0.231
7         27         0.0 0.00     1 0.282 0.148
8         39         0.0 0.00     4 0.337 0.276
9         31         0.0 0.00     1 0.281 0.174
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 160 (13)"
        Lineup (51) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3       JT Realmuto  MIA   C   3400 17.00      6.823529     6.210795
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5        Dee Gordon  MIA  2B   3700 25.00      7.605263     6.574066
6    Derek Dietrich  MIA  3B   3000 12.00      6.041667     6.603551
7         JT Riddle  MIA  SS   2400 12.00      5.909091     8.971673
8      Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
10    Ichiro Suzuki  MIA  OF   2500  9.00      4.400000     7.368853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         34         0.0 0.00     5 0.350 0.129
4         44         0.0 0.00     3 0.443 0.265
5         38         0.0 0.00     1 0.293 0.059
6         24         0.0 0.00     6 0.320 0.122
7         11         0.0 0.00     8 0.273 0.196
8         37         0.0 0.00     1 0.369 0.215
9         32         0.0 0.00     2 0.365 0.164
10         5         0.0 0.00     9 0.205 0.098

[1] "Total fpts: 158.8 (14)"
         Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
3        Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4    Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5         Dee Gordon  MIA  2B   3700 25.00      7.605263     6.574066
6     Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7          JT Riddle  MIA  SS   2400 12.00      5.909091     8.971673
8  Giancarlo Stanton  MIA  OF   4100 11.00      9.100000     9.051987
9   Christian Yelich  MIA  OF   3400  5.00      7.725000     7.045593
10     Ichiro Suzuki  MIA  OF   2500  9.00      4.400000     7.368853
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3          7           0 0.00     8 0.191 0.067
4         39           0 0.00     4 0.308 0.176
5         38           0 0.00     1 0.293 0.059
6         35           0 0.00     2 0.326 0.231
7         11           0 0.00     8 0.273 0.196
8         40           0 0.00     2 0.364 0.267
9         40           0 0.00     3 0.316 0.129
10         5           0 0.00     9 0.205 0.098

[1] "Total fpts: 158.4 (15)"
          Lineup (28) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Jon Lester  CHC     P  11100 42.35     16.672222     7.533347
2         Matt Harvey  NYM     P   6500 19.05      9.464286    10.919009
3  Francisco Cervelli  PIT     C   3100 10.00      6.161290     5.360950
4          Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5      Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6        Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7    Francisco Lindor  CLE    SS   4600 18.00      8.825000     8.313990
8        Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9       Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
10       Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         31         0.0 0.00     5 0.304 0.164
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         40         0.0 0.00     2 0.360 0.246
8         37         0.0 0.00     1 0.369 0.215
9         35         0.0 0.00     5 0.268 0.076
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 157.6 (16)"
       Lineup (125) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3       JT Realmuto  MIA   C   3400 17.00      6.823529     6.210795
4       Justin Bour  MIA  1B   4000 33.00      8.189189     8.588875
5      Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6    Derek Dietrich  MIA  3B   3000 12.00      6.041667     6.603551
7         JT Riddle  MIA  SS   2400 12.00      5.909091     8.971673
8      Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
9     Marcell Ozuna  MIA  OF   3500  9.00      9.146341     9.012660
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         34         0.0 0.00     5 0.350 0.129
4         37         0.0 0.00     7 0.373 0.262
5         43         0.0 0.00     5 0.264 0.148
6         24         0.0 0.00     6 0.320 0.122
7         11         0.0 0.00     8 0.273 0.196
8         35         0.0 0.00     2 0.332 0.161
9         41         0.0 0.00     4 0.401 0.242
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 155.95 (17)"
      Lineup (129) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ervin Santana  MIN     P   8100 38.85     24.314286    11.727379
2        Alex Cobb   TB     P   7900 13.10     14.394444     8.163350
3  Jonathan Lucroy  TEX     C   3800  5.00      6.000000     5.994250
4       Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7  Xander Bogaerts  BOS    SS   4700 25.00      8.571429     5.892596
8     Bryce Harper  WSH    OF   5400 14.00     12.764706    11.332599
9    Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
10    Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.8 0.87    NA 0.000 0.000
2          9         6.3 1.22    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         35         0.0 0.00     3 0.366 0.113
8         34         0.0 0.00     3 0.472 0.317
9         35         0.0 0.00     5 0.268 0.076
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 155 (18)"
        Lineup (31) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM     P   6500 19.05      9.464286    10.919009
3       JT Realmuto  MIA     C   3400 17.00      6.823529     6.210795
4       Justin Bour  MIA    1B   4000 33.00      8.189189     8.588875
5    Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6    Derek Dietrich  MIA    3B   3000 12.00      6.041667     6.603551
7       Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8     David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
9     Marcell Ozuna  MIA    OF   3500  9.00      9.146341     9.012660
10 Christian Yelich  MIA    OF   3400  5.00      7.725000     7.045593
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         34         0.0 0.00     5 0.350 0.129
4         37         0.0 0.00     7 0.373 0.262
5         25         0.0 0.00     2 0.272 0.077
6         24         0.0 0.00     6 0.320 0.122
7         27         0.0 0.00     1 0.282 0.148
8         32         0.0 0.00     2 0.365 0.164
9         41         0.0 0.00     4 0.401 0.242
10        40         0.0 0.00     3 0.316 0.129

[1] "Total fpts: 153.75 (19)"
          Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2  Jordan Montgomery  NYY   P   6800 23.80     13.557143     3.885703
3    Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4         Jose Abreu  CWS  1B   4800 19.00      8.289474     7.996310
5       Brian Dozier  MIN  2B   4400 14.00      8.733333     6.197515
6       Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7         Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8      Melky Cabrera  CWS  OF   3900 17.00      5.714286     4.750055
9       Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10      Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         38         0.0 0.00     3 0.353 0.212
5         30         0.0 0.00     1 0.333 0.155
6         31         0.0 0.00     4 0.282 0.144
7         31         0.0 0.00     8 0.245 0.114
8         35         0.0 0.00     5 0.268 0.076
9         32         0.0 0.00     6 0.347 0.182
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 152.4 (20)"
        Lineup (101) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2       Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3       Matt Wieters  WSH   C   3400  9.00      7.923077     8.849511
4     Ryan Zimmerman  WSH  1B   4600 13.00     11.969697     9.345737
5      Daniel Murphy  WSH  2B   4800  5.00      9.666667     9.112002
6     Anthony Rendon  WSH  3B   3700 41.00      8.176471    12.444959
7    Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8       Bryce Harper  WSH  OF   5400 14.00     12.764706    11.332599
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10      Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         26         0.0 0.00     7 0.353 0.158
4         33         0.0 0.00     4 0.474 0.367
5         36         0.0 0.00     5 0.416 0.253
6         34         0.0 0.00     6 0.348 0.152
7         41         0.0 0.00     1 0.195 0.056
8         34         0.0 0.00     3 0.472 0.317
9         37         0.0 0.00     4 0.338 0.143
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 150.65 (21)"
       Lineup (34) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU    P  10200 22.85     19.781250     9.133453
2    Rick Porcello  BOS    P   8500 11.80     16.633333     8.413234
3   Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4       Jose Abreu  CWS   1B   4800 19.00      8.289474     7.996310
5       Dee Gordon  MIA   2B   3700 25.00      7.605263     6.574066
6     Todd Frazier  CWS   3B   4200 18.00      6.516129     6.510868
7      Trea Turner  WSH   SS   4700 15.00      9.888889     9.966611
8    Melky Cabrera  CWS   OF   3900 17.00      5.714286     4.750055
9     Leury Garcia  CWS   OF   3400  3.00      7.812500     7.411576
10    Willy Garcia  CWS   OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          9         6.1 1.41    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         38         0.0 0.00     3 0.353 0.212
5         38         0.0 0.00     1 0.293 0.059
6         31         0.0 0.00     4 0.282 0.144
7         27         0.0 0.00     1 0.282 0.148
8         35         0.0 0.00     5 0.268 0.076
9         32         0.0 0.00     6 0.347 0.182
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 150 (22)"
      Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2      Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3     Matt Wieters  WSH   C   3400  9.00      7.923077     8.849511
4   Ryan Zimmerman  WSH  1B   4600 13.00     11.969697     9.345737
5    Daniel Murphy  WSH  2B   4800  5.00      9.666667     9.112002
6   Anthony Rendon  WSH  3B   3700 41.00      8.176471    12.444959
7       Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9   Michael Taylor  WSH  OF   3600  6.00      7.285714     6.776008
10    Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         26         0.0 0.00     7 0.353 0.158
4         33         0.0 0.00     4 0.474 0.367
5         36         0.0 0.00     5 0.416 0.253
6         34         0.0 0.00     6 0.348 0.152
7         31         0.0 0.00     8 0.245 0.114
8         32         0.0 0.00     2 0.365 0.164
9         21         0.0 0.00     8 0.306 0.167
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 149.95 (23)"
       Lineup (128) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC    P  11100 42.35     16.672222     7.533347
2        Lance Lynn  STL    P   7200 33.60     17.714286     9.164366
3    Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4  Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7        Ryan Goins  TOR   SS   2300 10.00      4.806452     5.985646
8     Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
9  Andrew McCutchen  PIT   OF   3900  0.00      6.634146     6.829188
10     Kole Calhoun  LAA   OF   2800  4.00      6.341463     6.223382
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         5.7 1.13    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         31         0.0 0.00     8 0.245 0.114
8         34         0.0 0.00     5 0.344 0.252
9         41         0.0 0.00     3 0.285 0.164
10        41         0.0 0.00     6 0.286 0.121

[1] "Total fpts: 149.15 (24)"
         Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC     P  11100 42.35     16.672222     7.533347
2  Jordan Montgomery  NYY     P   6800 23.80     13.557143     3.885703
3    Yasmani Grandal  LAD     C   3600 16.00      7.387097     6.955465
4         Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6       Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7       Tim Anderson  CWS    SS   4400  5.00      6.906250     7.489172
8      Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
9   Andrew McCutchen  PIT    OF   3900  0.00      6.634146     6.829188
10  Christian Yelich  MIA    OF   3400  5.00      7.725000     7.045593
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         31         0.0 0.00     3 0.367 0.197
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     1 0.299 0.139
8         35         0.0 0.00     5 0.268 0.076
9         41         0.0 0.00     3 0.285 0.164
10        40         0.0 0.00     3 0.316 0.129

[1] "Total fpts: 148.95 (25)"
      Lineup (122) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2         Joe Ross  WSH     P   5900 29.00           NaN           NA
3       Sandy Leon  BOS     C   3300  7.00      7.300000     9.809233
4    Luis Valbuena  LAA 1B/3B   3100  8.00      5.461538     6.875262
5   Dustin Pedroia  BOS    2B   3900 16.00      6.571429     5.129418
6    Deven Marrero  BOS    3B   2700  9.00      3.375000     3.997767
7  Xander Bogaerts  BOS    SS   4700 25.00      8.571429     5.892596
8     Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9    David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
10      Mark Canha  OAK    OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.2 1.53    NA 0.000 0.000
3         20         0.0 0.00     8 0.307 0.179
4         13         0.0 0.00     4 0.272 0.111
5         35         0.0 0.00     2 0.321 0.085
6          8         0.0 0.00     9 0.170 0.056
7         35         0.0 0.00     3 0.366 0.113
8         37         0.0 0.00     1 0.369 0.215
9         32         0.0 0.00     2 0.365 0.164
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 148.6 (26)"
        Lineup (126) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS   P   8500 11.8     16.633333     8.413234
2  Jordan Montgomery  NYY   P   6800 23.8     13.557143     3.885703
3    Yasmani Grandal  LAD   C   3600 16.0      7.387097     6.955465
4     Hanley Ramirez  BOS  1B   4400  6.0      7.766667     6.615986
5     Dustin Pedroia  BOS  2B   3900 16.0      6.571429     5.129418
6        Kyle Seager  SEA  3B   3600  6.0      6.384615     5.504139
7    Xander Bogaerts  BOS  SS   4700 25.0      8.571429     5.892596
8         Mike Trout  LAA  OF   5500 18.0     12.657895     7.294116
9       Mookie Betts  BOS  OF   5000  9.0      9.270270     9.631109
10 Andrew Benintendi  BOS  OF   3900 17.0      7.756757     7.793892
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.1 1.41    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         31         0.0 0.00     3 0.367 0.197
4         30         0.0 0.00     5 0.349 0.172
5         35         0.0 0.00     2 0.321 0.085
6         39         0.0 0.00     5 0.314 0.126
7         35         0.0 0.00     3 0.366 0.113
8         38         0.0 0.00     2 0.491 0.399
9         37         0.0 0.00     1 0.369 0.215
10        37         0.0 0.00     4 0.338 0.143

[1] "Total fpts: 148.3 (27)"
        Lineup (143) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jordan Montgomery  NYY   P   6800 23.8     13.557143     3.885703
2     German Marquez  COL   P   6600 21.5           NaN           NA
3    Jonathan Lucroy  TEX   C   3800  5.0      6.000000     5.994250
4     Ryan Zimmerman  WSH  1B   4600 13.0     11.969697     9.345737
5      Daniel Murphy  WSH  2B   4800  5.0      9.666667     9.112002
6          Jake Lamb  ARI  3B   5500 16.0     10.682927     8.235408
7        Trea Turner  WSH  SS   4700 15.0      9.888889     9.966611
8       Bryce Harper  WSH  OF   5400 14.0     12.764706    11.332599
9  Andrew Benintendi  BOS  OF   3900 17.0      7.756757     7.793892
10      Jayson Werth  WSH  OF   3700 18.0      7.575758     8.257687
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.40    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         33         0.0 0.00     4 0.474 0.367
5         36         0.0 0.00     5 0.416 0.253
6         41         0.0 0.00     4 0.405 0.277
7         27         0.0 0.00     1 0.282 0.148
8         34         0.0 0.00     3 0.472 0.317
9         37         0.0 0.00     4 0.338 0.143
10        33         0.0 0.00     2 0.374 0.171

[1] "Total fpts: 146.35 (28)"
          Lineup (8) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
2     German Marquez  COL     P   6600 21.50           NaN           NA
3     Chris Herrmann  ARI  C/OF   3600 14.00      7.846154     8.867978
4         Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6       Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7       Tim Anderson  CWS    SS   4400  5.00      6.906250     7.489172
8       Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
10     Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     1 0.299 0.139
8         37         0.0 0.00     1 0.369 0.215
9         37         0.0 0.00     4 0.338 0.143
10        35         0.0 0.00     5 0.268 0.076

[1] "Total fpts: 146 (29)"
        Lineup (113) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Jon Lester  CHC   P  11100 42.35     16.672222     7.533347
2    Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3        Drew Butera   KC   C   2200  0.00      6.700000     9.006788
4         Jose Abreu  CWS  1B   4800 19.00      8.289474     7.996310
5    Whit Merrifield   KC  2B   3700 17.00      6.592593     6.128491
6     Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7    Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8      David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10      Lorenzo Cain   KC  OF   3600 16.00      7.461538     5.235738
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         10         0.0 0.00     9 0.329 0.200
4         38         0.0 0.00     3 0.353 0.212
5         27         0.0 0.00     8 0.302 0.149
6         35         0.0 0.00     2 0.326 0.231
7         41         0.0 0.00     1 0.195 0.056
8         32         0.0 0.00     2 0.365 0.164
9         37         0.0 0.00     4 0.338 0.143
10        39         0.0 0.00     3 0.331 0.086

[1] "Total fpts: 143.85 (30)"
         Lineup (26) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Jordan Montgomery  NYY    P   6800 23.80     13.557143     3.885703
2        Matt Harvey  NYM    P   6500 19.05      9.464286    10.919009
3     Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4   Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5      Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6          Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7        Trea Turner  WSH   SS   4700 15.00      9.888889     9.966611
8       Mookie Betts  BOS   OF   5000  9.00      9.270270     9.631109
9      Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
10 Andrew Benintendi  BOS   OF   3900 17.00      7.756757     7.793892
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.6 1.40    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         27         0.0 0.00     1 0.282 0.148
8         37         0.0 0.00     1 0.369 0.215
9         34         0.0 0.00     5 0.344 0.252
10        37         0.0 0.00     4 0.338 0.143

[1] "Total fpts: 143.5 (31)"
        Lineup (144) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2    Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3        Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4        Justin Bour  MIA  1B   4000 33.00      8.189189     8.588875
5         Dee Gordon  MIA  2B   3700 25.00      7.605263     6.574066
6       Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7       Tim Anderson  CWS  SS   4400  5.00      6.906250     7.489172
8  Giancarlo Stanton  MIA  OF   4100 11.00      9.100000     9.051987
9      Marcell Ozuna  MIA  OF   3500  9.00      9.146341     9.012660
10  Christian Yelich  MIA  OF   3400  5.00      7.725000     7.045593
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         37         0.0 0.00     7 0.373 0.262
5         38         0.0 0.00     1 0.293 0.059
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     1 0.299 0.139
8         40         0.0 0.00     2 0.364 0.267
9         41         0.0 0.00     4 0.401 0.242
10        40         0.0 0.00     3 0.316 0.129

[1] "Total fpts: 143.45 (32)"
          Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     German Marquez  COL   P   6600 21.50           NaN           NA
3        Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4     Hanley Ramirez  BOS  1B   4400  6.00      7.766667     6.615986
5     Dustin Pedroia  BOS  2B   3900 16.00      6.571429     5.129418
6      Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7    Xander Bogaerts  BOS  SS   4700 25.00      8.571429     5.892596
8       Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10      Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         30         0.0 0.00     5 0.349 0.172
5         35         0.0 0.00     2 0.321 0.085
6         14         0.0 0.00     7 0.280 0.091
7         35         0.0 0.00     3 0.366 0.113
8         37         0.0 0.00     1 0.369 0.215
9         37         0.0 0.00     4 0.338 0.143
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 143.45 (33)"
         Lineup (46) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2     German Marquez  COL     P   6600 21.50           NaN           NA
3        Kurt Suzuki  ATL     C   3000 13.00      7.937500     9.132132
4   Paul Goldschmidt  ARI    1B   5400 15.00     11.954545     8.490637
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6           Rio Ruiz  ATL    3B   2700  0.00           NaN           NA
7     Dansby Swanson  ATL    SS   3600  2.00      6.076923     5.931116
8          Matt Kemp  ATL    OF   4600  7.00     10.387097    10.134684
9  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
10        Matt Adams  ATL    OF   3200 26.00      4.428571     5.912054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         16         0.0 0.00     6 0.346 0.200
4         44         0.0 0.00     3 0.443 0.265
5         25         0.0 0.00     2 0.272 0.077
6          0         0.0 0.00     7 0.396 0.250
7         39         0.0 0.00     8 0.277 0.114
8         31         0.0 0.00     4 0.419 0.274
9         37         0.0 0.00     4 0.338 0.143
10         7         0.0 0.00     5 0.334 0.146

[1] "Total fpts: 143 (34)"
       Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Jon Lester  CHC   P  11100 42.35     16.672222     7.533347
2  Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3  Yasmani Grandal  LAD   C   3600 16.00      7.387097     6.955465
4       Jose Abreu  CWS  1B   4800 19.00      8.289474     7.996310
5    Brandon Drury  ARI  2B   3800  7.00      7.324324     6.896271
6     Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7  Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8    Melky Cabrera  CWS  OF   3900 17.00      5.714286     4.750055
9     Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10    Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         31         0.0 0.00     3 0.367 0.197
4         38         0.0 0.00     3 0.353 0.212
5         37         0.0 0.00     6 0.349 0.178
6         31         0.0 0.00     4 0.282 0.144
7         41         0.0 0.00     1 0.195 0.056
8         35         0.0 0.00     5 0.268 0.076
9         32         0.0 0.00     6 0.347 0.182
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 142.7 (35)"
        Lineup (136) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2        Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3        Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4   Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5     Dustin Pedroia  BOS  2B   3900 16.00      6.571429     5.129418
6      Deven Marrero  BOS  3B   2700  9.00      3.375000     3.997767
7    Xander Bogaerts  BOS  SS   4700 25.00      8.571429     5.892596
8         Mike Trout  LAA  OF   5500 18.00     12.657895     7.294116
9       Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
10 Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         44         0.0 0.00     3 0.443 0.265
5         35         0.0 0.00     2 0.321 0.085
6          8         0.0 0.00     9 0.170 0.056
7         35         0.0 0.00     3 0.366 0.113
8         38         0.0 0.00     2 0.491 0.399
9         37         0.0 0.00     1 0.369 0.215
10        37         0.0 0.00     4 0.338 0.143

[1] "Total fpts: 141 (36)"
        Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM     P   6500 19.05      9.464286    10.919009
3      Juan Centeno  HOU     C   2000 21.00           NaN           NA
4  Paul Goldschmidt  ARI    1B   5400 15.00     11.954545     8.490637
5    Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6      Alex Bregman  HOU    3B   3700  0.00      5.763158     4.089764
7       Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8   George Springer  HOU    OF   4300  2.00      7.916667     6.682066
9      Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
10   Jake Marisnick  HOU    OF   2900 13.00      5.928571    10.291627
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         44         0.0 0.00     3 0.443 0.265
5         25         0.0 0.00     2 0.272 0.077
6         38         0.0 0.00     7 0.307 0.097
7         27         0.0 0.00     1 0.282 0.148
8         36         0.0 0.00     1 0.316 0.182
9         35         0.0 0.00     2 0.332 0.161
10        14         0.0 0.00     9 0.374 0.260

[1] "Total fpts: 140.9 (37)"
         Lineup (44) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2        Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3    Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4     Hanley Ramirez  BOS  1B   4400  6.00      7.766667     6.615986
5     Dustin Pedroia  BOS  2B   3900 16.00      6.571429     5.129418
6       Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7    Xander Bogaerts  BOS  SS   4700 25.00      8.571429     5.892596
8       Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10      Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         30         0.0 0.00     5 0.349 0.172
5         35         0.0 0.00     2 0.321 0.085
6         31         0.0 0.00     4 0.282 0.144
7         35         0.0 0.00     3 0.366 0.113
8         37         0.0 0.00     1 0.369 0.215
9         37         0.0 0.00     4 0.338 0.143
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 139.85 (38)"
        Lineup (93) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11100 42.35     16.672222     7.533347
2    German Marquez  COL   P   6600 21.50           NaN           NA
3       Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4       Eric Thames  MIL  1B   4800 12.00     12.000000     9.455779
5       Jose Altuve  HOU  2B   4900  0.00     10.358974     8.238188
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7  Francisco Lindor  CLE  SS   4600 18.00      8.825000     8.313990
8     Melky Cabrera  CWS  OF   3900 17.00      5.714286     4.750055
9      Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10     Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         35         0.0 0.00     2 0.458 0.358
5         39         0.0 0.00     3 0.387 0.210
6         31         0.0 0.00     4 0.282 0.144
7         40         0.0 0.00     2 0.360 0.246
8         35         0.0 0.00     5 0.268 0.076
9         32         0.0 0.00     6 0.347 0.182
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 137.95 (39)"
        Lineup (11) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD    P  13400 38.95     25.488889     8.471525
2          Joe Ross  WSH    P   5900 29.00           NaN           NA
3    Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4  Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7   Alcides Escobar   KC   SS   2400  4.00      3.658537     3.546898
8     Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
9      Leury Garcia  CWS   OF   3400  3.00      7.812500     7.411576
10  Justin Ruggiano   SF   OF   2300  3.00      8.571429     7.020379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.2 1.53    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         41         0.0 0.00     1 0.195 0.056
8         34         0.0 0.00     5 0.344 0.252
9         32         0.0 0.00     6 0.347 0.182
10         7         0.0 0.00     5 0.293 0.184

[1] "Total fpts: 137.95 (40)"
      Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2         Joe Ross  WSH   P   5900 29.00           NaN           NA
3   Salvador Perez   KC   C   3800  5.00      7.421053     7.328698
4      Eric Hosmer   KC  1B   3800  0.00      7.292683     5.840565
5     Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6     Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7     Tim Anderson  CWS  SS   4400  5.00      6.906250     7.489172
8  Jorge Bonifacio   KC  OF   3600 16.00      7.900000     6.835665
9      Jorge Soler   KC  OF   3600  0.00      4.642857     4.325366
10    Lorenzo Cain   KC  OF   3600 16.00      7.461538     5.235738
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.2 1.53    NA 0.000 0.000
3         38         0.0 0.00     5 0.351 0.227
4         41         0.0 0.00     4 0.347 0.109
5         43         0.0 0.00     5 0.264 0.148
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     1 0.299 0.139
8         20         0.0 0.00     6 0.348 0.205
9         14         0.0 0.00     7 0.281 0.128
10        39         0.0 0.00     3 0.331 0.086

[1] "Total fpts: 137.75 (41)"
        Lineup (141) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2  Jordan Montgomery  NYY     P   6800 23.80     13.557143     3.885703
3      Austin Romine  NYY     C   2600  0.00      5.944444     6.999767
4       Chris Carter  NYY    1B   3700 16.00      5.590909     5.901244
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6      Chase Headley  NYY    3B   3500  5.00      7.527778     6.011827
7        Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8        Aaron Hicks  NYY    OF   4100 16.00     11.826087    10.187569
9  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
10   Jacoby Ellsbury  NYY    OF   3800  3.00      8.500000     6.485716
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         18         0.0 0.00     8 0.277 0.110
4         22         0.0 0.00     9 0.294 0.155
5         25         0.0 0.00     2 0.272 0.077
6         36         0.0 0.00     7 0.308 0.143
7         27         0.0 0.00     1 0.282 0.148
8         23         0.0 0.00     2 0.420 0.260
9         37         0.0 0.00     4 0.338 0.143
10        32         0.0 0.00     1 0.344 0.146

[1] "Total fpts: 137.45 (42)"
        Lineup (25) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3       Drew Butera   KC   C   2200  0.00      6.700000     9.006788
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5   Whit Merrifield   KC  2B   3700 17.00      6.592593     6.128491
6    Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7   Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8      Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9  Andrew McCutchen  PIT  OF   3900  0.00      6.634146     6.829188
10     Lorenzo Cain   KC  OF   3600 16.00      7.461538     5.235738
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         10         0.0 0.00     9 0.329 0.200
4         44         0.0 0.00     3 0.443 0.265
5         27         0.0 0.00     8 0.302 0.149
6         35         0.0 0.00     2 0.326 0.231
7         41         0.0 0.00     1 0.195 0.056
8         37         0.0 0.00     1 0.369 0.215
9         41         0.0 0.00     3 0.285 0.164
10        39         0.0 0.00     3 0.331 0.086

[1] "Total fpts: 135.7 (43)"
      Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2      Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3     Juan Centeno  HOU   C   2000 21.00           NaN           NA
4   Ryan Zimmerman  WSH  1B   4600 13.00     11.969697     9.345737
5    Daniel Murphy  WSH  2B   4800  5.00      9.666667     9.112002
6   Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7      Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8     Bryce Harper  WSH  OF   5400 14.00     12.764706    11.332599
9    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
10    Jayson Werth  WSH  OF   3700 18.00      7.575758     8.257687
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         33         0.0 0.00     4 0.474 0.367
5         36         0.0 0.00     5 0.416 0.253
6         35         0.0 0.00     2 0.326 0.231
7         27         0.0 0.00     1 0.282 0.148
8         34         0.0 0.00     3 0.472 0.317
9         32         0.0 0.00     2 0.365 0.164
10        33         0.0 0.00     2 0.374 0.171

[1] "Total fpts: 135 (44)"
        Lineup (2) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2      Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3      Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4  Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5    Robinson Cano  SEA  2B   4400  0.00      9.606061     8.558400
6     Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7      Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8    Melky Cabrera  CWS  OF   3900 17.00      5.714286     4.750055
9     Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10    Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     3 0.381 0.237
6         31         0.0 0.00     4 0.282 0.144
7         27         0.0 0.00     1 0.282 0.148
8         35         0.0 0.00     5 0.268 0.076
9         32         0.0 0.00     6 0.347 0.182
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 134 (45)"
         Lineup (80) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2        Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3    Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4        Mike Napoli  TEX  1B   4200  3.00      6.564103     8.048520
5       Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6         Joey Gallo  TEX  3B   4100 21.00      8.707317     8.527145
7         Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8       Nomar Mazara  TEX  OF   4800  6.00      8.368421     7.991283
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10        Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         39         0.0 0.00     6 0.288 0.227
5         43         0.0 0.00     5 0.264 0.148
6         41         0.0 0.00     7 0.342 0.319
7         31         0.0 0.00     8 0.245 0.114
8         38         0.0 0.00     3 0.344 0.194
9         37         0.0 0.00     4 0.338 0.143
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 133.7 (46)"
         Lineup (67) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Johnny Cueto   SF     P  10400 17.9     16.455556    10.057878
2  Jordan Montgomery  NYY     P   6800 23.8     13.557143     3.885703
3     Chris Herrmann  ARI  C/OF   3600 14.0      7.846154     8.867978
4         Jose Abreu  CWS    1B   4800 19.0      8.289474     7.996310
5     Tyler Saladino  CWS 2B/SS   3400  3.0      5.280000     5.012651
6       Todd Frazier  CWS    3B   4200 18.0      6.516129     6.510868
7       Elvis Andrus  TEX    SS   3800  0.0      7.833333     7.108623
8         Mike Trout  LAA    OF   5500 18.0     12.657895     7.294116
9      Melky Cabrera  CWS    OF   3900 17.0      5.714286     4.750055
10      Leury Garcia  CWS    OF   3400  3.0      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.4 1.26    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     2 0.491 0.399
9         35         0.0 0.00     5 0.268 0.076
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 133.45 (47)"
        Lineup (59) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2    German Marquez  COL     P   6600 21.50           NaN           NA
3       Kevan Smith  CWS     C   2500  3.00      2.714286     2.927700
4  Paul Goldschmidt  ARI    1B   5400 15.00     11.954545     8.490637
5    Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6        Joey Gallo  TEX    3B   4100 21.00      8.707317     8.527145
7      Elvis Andrus  TEX    SS   3800  0.00      7.833333     7.108623
8     Shin-Soo Choo  TEX    OF   4100 12.00      7.567568     7.994931
9  Delino DeShields  TEX    OF   3500 11.00      6.888889     6.935601
10     Jared Hoying  TEX    OF   3200  8.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         44         0.0 0.00     3 0.443 0.265
5         25         0.0 0.00     2 0.272 0.077
6         41         0.0 0.00     7 0.342 0.319
7         42         0.0 0.00     2 0.334 0.150
8         37         0.0 0.00     1 0.342 0.130
9         27         0.0 0.00     9 0.305 0.050
10         0         0.0 0.00     8 0.310 0.211

[1] "Total fpts: 133 (48)"
       Lineup (21) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2      Matt Harvey  NYM     P   6500 19.05      9.464286    10.919009
3   Salvador Perez   KC     C   3800  5.00      7.421053     7.328698
4      Eric Hosmer   KC    1B   3800  0.00      7.292683     5.840565
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6   Mike Moustakas   KC    3B   3700 16.00      7.828571     6.460221
7      Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8  Jorge Bonifacio   KC    OF   3600 16.00      7.900000     6.835665
9     Lorenzo Cain   KC    OF   3600 16.00      7.461538     5.235738
10      Mark Canha  OAK    OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         38         0.0 0.00     5 0.351 0.227
4         41         0.0 0.00     4 0.347 0.109
5         25         0.0 0.00     2 0.272 0.077
6         35         0.0 0.00     2 0.326 0.231
7         27         0.0 0.00     1 0.282 0.148
8         20         0.0 0.00     6 0.348 0.205
9         39         0.0 0.00     3 0.331 0.086
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 132.65 (49)"
        Lineup (119) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU    P  10200 22.85     19.781250     9.133453
2  Jordan Montgomery  NYY    P   6800 23.80     13.557143     3.885703
3     Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4    Kendrys Morales  TOR   1B   4000 16.00      6.871795     8.053046
5       Devon Travis  TOR   2B   4500  5.00      6.515152     6.699446
6       Todd Frazier  CWS   3B   4200 18.00      6.516129     6.510868
7        Trea Turner  WSH   SS   4700 15.00      9.888889     9.966611
8      Jose Bautista  TOR   OF   4600 15.00      8.047619     7.535129
9       Kevin Pillar  TOR   OF   4300  3.00      9.000000     7.832624
10  Ezequiel Carrera  TOR   OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         31         0.0 0.00     4 0.282 0.144
7         27         0.0 0.00     1 0.282 0.148
8         42         0.0 0.00     3 0.329 0.181
9         41         0.0 0.00     1 0.369 0.189
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 132.45 (50)"
         Lineup (22) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2     German Marquez  COL     P   6600 21.50           NaN           NA
3        Kevan Smith  CWS     C   2500  3.00      2.714286     2.927700
4       Yuli Gurriel  HOU    1B   3000 16.00      6.275862     7.367383
5        Jose Altuve  HOU    2B   4900  0.00     10.358974     8.238188
6    Marwin Gonzalez  HOU 3B/OF   3700  7.00     10.880000     9.310925
7        Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
9     Carlos Beltran  HOU    OF   3600  0.00      6.371429     6.169592
10      Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         29         0.0 0.00     6 0.298 0.122
5         39         0.0 0.00     3 0.387 0.210
6         25         0.0 0.00     5 0.416 0.340
7         27         0.0 0.00     1 0.282 0.148
8         37         0.0 0.00     4 0.338 0.143
9         35         0.0 0.00     4 0.299 0.147
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 132.45 (51)"
         Lineup (70) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     German Marquez  COL   P   6600 21.50           NaN           NA
3     Salvador Perez   KC   C   3800  5.00      7.421053     7.328698
4        Eric Hosmer   KC  1B   3800  0.00      7.292683     5.840565
5    Whit Merrifield   KC  2B   3700 17.00      6.592593     6.128491
6      Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7        Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
9    Jorge Bonifacio   KC  OF   3600 16.00      7.900000     6.835665
10       Jorge Soler   KC  OF   3600  0.00      4.642857     4.325366
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         38         0.0 0.00     5 0.351 0.227
4         41         0.0 0.00     4 0.347 0.109
5         27         0.0 0.00     8 0.302 0.149
6         14         0.0 0.00     7 0.280 0.091
7         27         0.0 0.00     1 0.282 0.148
8         37         0.0 0.00     4 0.338 0.143
9         20         0.0 0.00     6 0.348 0.205
10        14         0.0 0.00     7 0.281 0.128

[1] "Total fpts: 132.45 (52)"
        Lineup (78) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3      Jason Castro  MIN   C   3100  3.00      4.916667     5.266107
4     Kennys Vargas  MIN  1B   3800 10.00      8.285714     7.720388
5      Brian Dozier  MIN  2B   4400 14.00      8.733333     6.197515
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7     Jorge Polanco  MIN  SS   3500  6.00      6.875000     4.736611
8  Andrew McCutchen  PIT  OF   3900  0.00      6.634146     6.829188
9      Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
10     Byron Buxton  MIN  OF   3500  7.00      5.413793     5.551816
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         14         0.0 0.00     6 0.316 0.270
5         30         0.0 0.00     1 0.333 0.155
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     7 0.307 0.116
8         41         0.0 0.00     3 0.285 0.164
9         35         0.0 0.00     2 0.332 0.161
10        29         0.0 0.00     9 0.233 0.097

[1] "Total fpts: 131.45 (53)"
         Lineup (85) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Matt Shoemaker  LAA     P   9200 24.65     13.962500    10.836438
2      Rick Porcello  BOS     P   8500 11.80     16.633333     8.413234
3    Yasmani Grandal  LAD     C   3600 16.00      7.387097     6.955465
4         Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6       Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7       Corey Seager  LAD    SS   4700  2.00      9.230769     7.292612
8  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
9      Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
10      Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6 1.29    NA 0.000 0.000
2          9         6.1 1.41    NA 0.000 0.000
3         31         0.0 0.00     3 0.367 0.197
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         39         0.0 0.00     2 0.387 0.205
8         37         0.0 0.00     4 0.338 0.143
9         35         0.0 0.00     5 0.268 0.076
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 131 (54)"
        Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3       Drew Butera   KC   C   2200  0.00      6.700000     9.006788
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5   Whit Merrifield   KC  2B   3700 17.00      6.592593     6.128491
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7   Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9   Jorge Bonifacio   KC  OF   3600 16.00      7.900000     6.835665
10      Jorge Soler   KC  OF   3600  0.00      4.642857     4.325366
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         10         0.0 0.00     9 0.329 0.200
4         44         0.0 0.00     3 0.443 0.265
5         27         0.0 0.00     8 0.302 0.149
6         31         0.0 0.00     4 0.282 0.144
7         41         0.0 0.00     1 0.195 0.056
8         32         0.0 0.00     2 0.365 0.164
9         20         0.0 0.00     6 0.348 0.205
10        14         0.0 0.00     7 0.281 0.128

[1] "Total fpts: 130.95 (55)"
        Lineup (88) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2          Joe Ross  WSH     P   5900 29.00           NaN           NA
3   Jonathan Lucroy  TEX     C   3800  5.00      6.000000     5.994250
4     Luis Valbuena  LAA 1B/3B   3100  8.00      5.461538     6.875262
5    Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6      Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7      Elvis Andrus  TEX    SS   3800  0.00      7.833333     7.108623
8      Nomar Mazara  TEX    OF   4800  6.00      8.368421     7.991283
9     Shin-Soo Choo  TEX    OF   4100 12.00      7.567568     7.994931
10 Delino DeShields  TEX    OF   3500 11.00      6.888889     6.935601
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.2 1.53    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         13         0.0 0.00     4 0.272 0.111
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     3 0.344 0.194
9         37         0.0 0.00     1 0.342 0.130
10        27         0.0 0.00     9 0.305 0.050

[1] "Total fpts: 130.45 (56)"
         Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     German Marquez  COL   P   6600 21.50           NaN           NA
3       Derek Norris   TB   C   2900  2.00      5.818182     5.559083
4     Logan Morrison   TB  1B   3900  5.00      9.361111     7.808979
5   Daniel Robertson  CLE  OF   2600 10.00      5.000000     4.908249
6          Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7        Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
9       Colby Rasmus   TB  OF   3400  3.00      9.000000     9.933110
10      Steven Souza   TB  OF   3200  2.00      6.684211     6.380313
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         33         0.0 0.00     8 0.290 0.138
4         36         0.0 0.00     4 0.368 0.290
5         23         0.0 0.00     8 0.129 0.000
6         41         0.0 0.00     4 0.405 0.277
7         27         0.0 0.00     1 0.282 0.148
8         37         0.0 0.00     4 0.338 0.143
9         13         0.0 0.00     6 0.339 0.278
10        38         0.0 0.00     7 0.345 0.169

[1] "Total fpts: 129.7 (57)"
       Lineup (24) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
2      Matt Harvey  NYM     P   6500 19.05      9.464286    10.919009
3  Jonathan Lucroy  TEX     C   3800  5.00      6.000000     5.994250
4       Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7     Tim Anderson  CWS    SS   4400  5.00      6.906250     7.489172
8       Mike Trout  LAA    OF   5500 18.00     12.657895     7.294116
9    Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
10    Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     1 0.299 0.139
8         38         0.0 0.00     2 0.491 0.399
9         35         0.0 0.00     5 0.268 0.076
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 129.45 (58)"
          Lineup (6) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     German Marquez  COL   P   6600 21.50           NaN           NA
3     Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4    Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5       Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6      Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7         Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8       Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10      Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         14         0.0 0.00     7 0.280 0.091
7         31         0.0 0.00     8 0.245 0.114
8         37         0.0 0.00     1 0.369 0.215
9         37         0.0 0.00     4 0.338 0.143
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 129.45 (59)"
        Lineup (33) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3    Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5      Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7   Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8     Jose Bautista  TOR  OF   4600 15.00      8.047619     7.535129
9        Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         31         0.0 0.00     4 0.282 0.144
7         41         0.0 0.00     1 0.195 0.056
8         42         0.0 0.00     3 0.329 0.181
9         10         0.0 0.00     2 0.374 0.313
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 128.45 (60)"
         Lineup (48) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2     German Marquez  COL     P   6600 21.50           NaN           NA
3        Mike Zunino  SEA     C   3000 14.00      4.100000     3.432047
4    Kendrys Morales  TOR    1B   4000 16.00      6.871795     8.053046
5      Taylor Motter  SEA 2B/SS   3000  0.00      7.482759     7.609302
6        Kyle Seager  SEA    3B   3600  6.00      6.384615     5.504139
7        Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8        Nelson Cruz  SEA    OF   4300  0.00      9.350000     7.892060
9  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
10      Jarrod Dyson  SEA    OF   3400  0.00      7.184211     6.757799
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         20         0.0 0.00     7 0.229 0.069
4         39         0.0 0.00     4 0.308 0.176
5         29         0.0 0.00     6 0.313 0.207
6         39         0.0 0.00     5 0.314 0.126
7         27         0.0 0.00     1 0.282 0.148
8         40         0.0 0.00     4 0.400 0.263
9         37         0.0 0.00     4 0.338 0.143
10        38         0.0 0.00     8 0.289 0.099

[1] "Total fpts: 128.45 (61)"
        Lineup (96) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3        Sandy Leon  BOS   C   3300  7.00      7.300000     9.809233
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5    Dustin Pedroia  BOS  2B   3900 16.00      6.571429     5.129418
6     Deven Marrero  BOS  3B   2700  9.00      3.375000     3.997767
7        Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8      Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9    Jackie Bradley  BOS  OF   4200  2.00      6.250000     7.461495
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         20         0.0 0.00     8 0.307 0.179
4         44         0.0 0.00     3 0.443 0.265
5         35         0.0 0.00     2 0.321 0.085
6          8         0.0 0.00     9 0.170 0.056
7         31         0.0 0.00     8 0.245 0.114
8         37         0.0 0.00     1 0.369 0.215
9         24         0.0 0.00     7 0.287 0.167
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 127.8 (62)"
         Lineup (65) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rick Porcello  BOS   P   8500 11.8     16.633333     8.413234
2           Joe Ross  WSH   P   5900 29.0           NaN           NA
3    Yasmani Grandal  LAD   C   3600 16.0      7.387097     6.955465
4   Paul Goldschmidt  ARI  1B   5400 15.0     11.954545     8.490637
5      Brandon Drury  ARI  2B   3800  7.0      7.324324     6.896271
6          Jake Lamb  ARI  3B   5500 16.0     10.682927     8.235408
7       Tim Anderson  CWS  SS   4400  5.0      6.906250     7.489172
8      David Peralta  ARI  OF   4700  3.0      8.968750     8.956830
9      Yasmany Tomas  ARI  OF   4300  8.0      8.911765     8.042944
10 Andrew Benintendi  BOS  OF   3900 17.0      7.756757     7.793892
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.1 1.41    NA 0.000 0.000
2          0         5.2 1.53    NA 0.000 0.000
3         31         0.0 0.00     3 0.367 0.197
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         32         0.0 0.00     1 0.299 0.139
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10        37         0.0 0.00     4 0.338 0.143

[1] "Total fpts: 127.5 (63)"
       Lineup (124) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3      Juan Centeno  HOU   C   2000 21.00           NaN           NA
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5       Jose Altuve  HOU  2B   4900  0.00     10.358974     8.238188
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7        Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8   George Springer  HOU  OF   4300  2.00      7.916667     6.682066
9      Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
10   Jake Marisnick  HOU  OF   2900 13.00      5.928571    10.291627
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         44         0.0 0.00     3 0.443 0.265
5         39         0.0 0.00     3 0.387 0.210
6         31         0.0 0.00     4 0.282 0.144
7         31         0.0 0.00     8 0.245 0.114
8         36         0.0 0.00     1 0.316 0.182
9         35         0.0 0.00     2 0.332 0.161
10        14         0.0 0.00     9 0.374 0.260

[1] "Total fpts: 127.4 (64)"
       Lineup (145) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC    P  11100 42.35     16.672222     7.533347
2       Matt Harvey  NYM    P   6500 19.05      9.464286    10.919009
3    Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4       Eric Thames  MIL   1B   4800 12.00     12.000000     9.455779
5     Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7        Nick Ahmed  ARI   SS   3500  0.00      6.909091     8.105901
8     Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
9  Christian Yelich  MIA   OF   3400  5.00      7.725000     7.045593
10       Mark Canha  OAK   OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         35         0.0 0.00     2 0.458 0.358
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         22         0.0 0.00     8 0.315 0.170
8         34         0.0 0.00     5 0.344 0.252
9         40         0.0 0.00     3 0.316 0.129
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 127 (65)"
       Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3      Derek Norris   TB   C   2900  2.00      5.818182     5.559083
4    Logan Morrison   TB  1B   3900  5.00      9.361111     7.808979
5  Daniel Robertson  CLE  OF   2600 10.00      5.000000     4.908249
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7       Tim Beckham   TB  SS   2900  5.00      7.073171     8.298766
8        Mike Trout  LAA  OF   5500 18.00     12.657895     7.294116
9      Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
10     Steven Souza   TB  OF   3200  2.00      6.684211     6.380313
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         33         0.0 0.00     8 0.290 0.138
4         36         0.0 0.00     4 0.368 0.290
5         23         0.0 0.00     8 0.129 0.000
6         31         0.0 0.00     4 0.282 0.144
7         41         0.0 0.00     5 0.317 0.171
8         38         0.0 0.00     2 0.491 0.399
9         37         0.0 0.00     1 0.369 0.215
10        38         0.0 0.00     7 0.345 0.169

[1] "Total fpts: 126.45 (66)"
      Lineup (107) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2   German Marquez  COL     P   6600 21.50           NaN           NA
3     James McCann  DET     C   2800  5.00      6.291667     7.635610
4  Victor Martinez  DET    1B   3500  4.00      6.562500     6.174545
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7      Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8      JD Martinez  DET    OF   5000  5.00     14.125000    15.833396
9     Justin Upton  DET    OF   3700  0.00      8.909091     7.551339
10   Mikie Mahtook  DET    OF   2600 16.00      4.000000     3.201562
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     8 0.299 0.229
4         32         0.0 0.00     4 0.321 0.115
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         27         0.0 0.00     1 0.282 0.148
8          8         0.0 0.00     5 0.588 0.600
9         33         0.0 0.00     6 0.360 0.235
10         9         0.0 0.00     7 0.262 0.130

[1] "Total fpts: 126.35 (67)"
      Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2   German Marquez  COL   P   6600 21.50           NaN           NA
3   Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4  Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5     Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6    Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7     Tim Anderson  CWS  SS   4400  5.00      6.906250     7.489172
8       Mike Trout  LAA  OF   5500 18.00     12.657895     7.294116
9    Jose Bautista  TOR  OF   4600 15.00      8.047619     7.535129
10    Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         14         0.0 0.00     7 0.280 0.091
7         32         0.0 0.00     1 0.299 0.139
8         38         0.0 0.00     2 0.491 0.399
9         42         0.0 0.00     3 0.329 0.181
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 125.8 (68)"
       Lineup (20) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2  Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
3      Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4  Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5       Jed Lowrie  OAK  2B   3700 20.00      7.615385     6.964630
6    Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7     Adam Rosales  OAK  SS   2200  0.00      5.242424     4.854317
8      Khris Davis  OAK  OF   4200 13.00      7.641026     7.852211
9       Matt Joyce  OAK  OF   3400  6.00      6.322581     6.939679
10      Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3          7           0 0.00     8 0.191 0.067
4         39           0 0.00     4 0.308 0.176
5         39           0 0.00     3 0.356 0.179
6         14           0 0.00     7 0.280 0.091
7         33           0 0.00     9 0.274 0.119
8         39           0 0.00     4 0.337 0.276
9         31           0 0.00     1 0.281 0.174
10        10           0 0.00     2 0.374 0.313

[1] "Total fpts: 125.6 (69)"
       Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2  Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3     Juan Centeno  HOU   C   2000 21.00           NaN           NA
4     Yuli Gurriel  HOU  1B   3000 16.00      6.275862     7.367383
5     Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6     Alex Bregman  HOU  3B   3700  0.00      5.763158     4.089764
7       Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9  George Springer  HOU  OF   4300  2.00      7.916667     6.682066
10  Jake Marisnick  HOU  OF   2900 13.00      5.928571    10.291627
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         29         0.0 0.00     6 0.298 0.122
5         43         0.0 0.00     5 0.264 0.148
6         38         0.0 0.00     7 0.307 0.097
7         31         0.0 0.00     8 0.245 0.114
8         32         0.0 0.00     2 0.365 0.164
9         36         0.0 0.00     1 0.316 0.182
10        14         0.0 0.00     9 0.374 0.260

[1] "Total fpts: 124.65 (70)"
         Lineup (95) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Lance McCullers  HOU    P  10200 22.85     19.781250     9.133453
2  Jordan Montgomery  NYY    P   6800 23.80     13.557143     3.885703
3     Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4         Jose Abreu  CWS   1B   4800 19.00      8.289474     7.996310
5      Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6          Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7         Nick Ahmed  ARI   SS   3500  0.00      6.909091     8.105901
8      Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
9   Andrew McCutchen  PIT   OF   3900  0.00      6.634146     6.829188
10      Josh Reddick  HOU   OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         38         0.0 0.00     3 0.353 0.212
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         22         0.0 0.00     8 0.315 0.170
8         34         0.0 0.00     5 0.344 0.252
9         41         0.0 0.00     3 0.285 0.164
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 124.5 (71)"
      Lineup (133) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
2  Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
3      Kurt Suzuki  ATL     C   3000 13.00      7.937500     9.132132
4      Eric Thames  MIL    1B   4800 12.00     12.000000     9.455779
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6         Rio Ruiz  ATL    3B   2700  0.00           NaN           NA
7      Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8        Matt Kemp  ATL    OF   4600  7.00     10.387097    10.134684
9    Nick Markakis  ATL    OF   3500 14.00      6.975610     4.606994
10      Matt Adams  ATL    OF   3200 26.00      4.428571     5.912054
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         16         0.0 0.00     6 0.346 0.200
4         35         0.0 0.00     2 0.458 0.358
5         25         0.0 0.00     2 0.272 0.077
6          0         0.0 0.00     7 0.396 0.250
7         27         0.0 0.00     1 0.282 0.148
8         31         0.0 0.00     4 0.419 0.274
9         41         0.0 0.00     3 0.336 0.085
10         7         0.0 0.00     5 0.334 0.146

[1] "Total fpts: 123.8 (72)"
         Lineup (60) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
3        Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4          Wil Myers   SD  1B   4000  0.00      8.833333     7.947746
5  Yangervis Solarte   SD  2B   2700  8.00      5.682927     5.419590
6       Ryan Schimpf   SD  3B   3200 18.00      6.121212     7.253265
7        Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8       Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
9     Hunter Renfroe   SD  OF   3000 12.00      5.756098     6.909343
10     Manuel Margot   SD  OF   2800  3.00      6.725000     5.909521
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3          7           0 0.00     8 0.191 0.067
4         42           0 0.00     3 0.362 0.261
5         41           0 0.00     2 0.292 0.107
6         33           0 0.00     4 0.315 0.252
7         27           0 0.00     1 0.282 0.148
8         32           0 0.00     6 0.347 0.182
9         41           0 0.00     5 0.297 0.194
10        40           0 0.00     1 0.310 0.135

[1] "Total fpts: 121.75 (73)"
        Lineup (114) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2  Jordan Montgomery  NYY   P   6800 23.80     13.557143     3.885703
3       James McCann  DET   C   2800  5.00      6.291667     7.635610
4   Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5        Ian Kinsler  DET  2B   4000  2.00      6.733333     6.627702
6       Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7      Jose Iglesias  DET  SS   2400  0.00      5.785714     6.373307
8      David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9       Justin Upton  DET  OF   3700  0.00      8.909091     7.551339
10     Mikie Mahtook  DET  OF   2600 16.00      4.000000     3.201562
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         24         0.0 0.00     8 0.299 0.229
4         44         0.0 0.00     3 0.443 0.265
5         30         0.0 0.00     1 0.316 0.130
6         31         0.0 0.00     4 0.282 0.144
7         28         0.0 0.00     9 0.231 0.108
8         32         0.0 0.00     2 0.365 0.164
9         33         0.0 0.00     6 0.360 0.235
10         9         0.0 0.00     7 0.262 0.130

[1] "Total fpts: 121.7 (74)"
       Lineup (111) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Johnny Cueto   SF     P  10400 17.9     16.455556    10.057878
2     Rick Porcello  BOS     P   8500 11.8     16.633333     8.413234
3         Yan Gomes  CLE     C   3700 14.0      6.576923     7.365721
4        Jose Abreu  CWS    1B   4800 19.0      8.289474     7.996310
5    Tyler Saladino  CWS 2B/SS   3400  3.0      5.280000     5.012651
6      Todd Frazier  CWS    3B   4200 18.0      6.516129     6.510868
7      Tim Anderson  CWS    SS   4400  5.0      6.906250     7.489172
8     Melky Cabrera  CWS    OF   3900 17.0      5.714286     4.750055
9      Lorenzo Cain   KC    OF   3600 16.0      7.461538     5.235738
10 Ezequiel Carrera  TOR    OF   3100  0.0      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.4 1.26    NA 0.000 0.000
2          9         6.1 1.41    NA 0.000 0.000
3         26         0.0 0.00     7 0.334 0.181
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     1 0.299 0.139
8         35         0.0 0.00     5 0.268 0.076
9         39         0.0 0.00     3 0.331 0.086
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 121 (75)"
       Lineup (43) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2      Matt Harvey  NYM     P   6500 19.05      9.464286    10.919009
3   Chris Herrmann  ARI  C/OF   3600 14.00      7.846154     8.867978
4  Kendrys Morales  TOR    1B   4000 16.00      6.871795     8.053046
5      Jose Altuve  HOU    2B   4900  0.00     10.358974     8.238188
6  Marwin Gonzalez  HOU 3B/OF   3700  7.00     10.880000     9.310925
7       Ryan Goins  TOR    SS   2300 10.00      4.806452     5.985646
8  George Springer  HOU    OF   4300  2.00      7.916667     6.682066
9   Carlos Beltran  HOU    OF   3600  0.00      6.371429     6.169592
10    Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         39         0.0 0.00     4 0.308 0.176
5         39         0.0 0.00     3 0.387 0.210
6         25         0.0 0.00     5 0.416 0.340
7         31         0.0 0.00     8 0.245 0.114
8         36         0.0 0.00     1 0.316 0.182
9         35         0.0 0.00     4 0.299 0.147
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 120.8 (76)"
          Lineup (7) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2    Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
3        Drew Butera   KC     C   2200  0.00      6.700000     9.006788
4        Eric Hosmer   KC    1B   3800  0.00      7.292683     5.840565
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Mike Moustakas   KC    3B   3700 16.00      7.828571     6.460221
7    Alcides Escobar   KC    SS   2400  4.00      3.658537     3.546898
8  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
9       Lorenzo Cain   KC    OF   3600 16.00      7.461538     5.235738
10      Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3         10           0 0.00     9 0.329 0.200
4         41           0 0.00     4 0.347 0.109
5         25           0 0.00     2 0.272 0.077
6         35           0 0.00     2 0.326 0.231
7         41           0 0.00     1 0.195 0.056
8         37           0 0.00     4 0.338 0.143
9         39           0 0.00     3 0.331 0.086
10        32           0 0.00     6 0.347 0.182

[1] "Total fpts: 120.6 (77)"
       Lineup (30) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2  Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3      Drew Butera   KC   C   2200  0.00      6.700000     9.006788
4  Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5  Whit Merrifield   KC  2B   3700 17.00      6.592593     6.128491
6   Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7  Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8      Jorge Soler   KC  OF   3600  0.00      4.642857     4.325366
9     Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
10    Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         10         0.0 0.00     9 0.329 0.200
4         39         0.0 0.00     4 0.308 0.176
5         27         0.0 0.00     8 0.302 0.149
6         35         0.0 0.00     2 0.326 0.231
7         41         0.0 0.00     1 0.195 0.056
8         14         0.0 0.00     7 0.281 0.128
9         35         0.0 0.00     2 0.332 0.161
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 120.35 (78)"
       Lineup (146) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
2    German Marquez  COL     P   6600 21.50           NaN           NA
3   Yasmani Grandal  LAD     C   3600 16.00      7.387097     6.955465
4        Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5       Jose Altuve  HOU    2B   4900  0.00     10.358974     8.238188
6   Marwin Gonzalez  HOU 3B/OF   3700  7.00     10.880000     9.310925
7  Francisco Lindor  CLE    SS   4600 18.00      8.825000     8.313990
8   George Springer  HOU    OF   4300  2.00      7.916667     6.682066
9    Carlos Beltran  HOU    OF   3600  0.00      6.371429     6.169592
10     Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         31         0.0 0.00     3 0.367 0.197
4         38         0.0 0.00     3 0.353 0.212
5         39         0.0 0.00     3 0.387 0.210
6         25         0.0 0.00     5 0.416 0.340
7         40         0.0 0.00     2 0.360 0.246
8         36         0.0 0.00     1 0.316 0.182
9         35         0.0 0.00     4 0.299 0.147
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 119.45 (79)"
       Lineup (91) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   German Marquez  COL   P   6600 21.50           NaN           NA
3     Jason Castro  MIN   C   3100  3.00      4.916667     5.266107
4        Joe Mauer  MIN  1B   3900  0.00      7.321429     5.284874
5     Brian Dozier  MIN  2B   4400 14.00      8.733333     6.197515
6   Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7       Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8     Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9  Robbie Grossman  MIN  OF   4100  0.00      7.840000     6.195966
10    Byron Buxton  MIN  OF   3500  7.00      5.413793     5.551816
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         28         0.0 0.00     3 0.324 0.106
5         30         0.0 0.00     1 0.333 0.155
6         35         0.0 0.00     2 0.326 0.231
7         31         0.0 0.00     8 0.245 0.114
8         37         0.0 0.00     1 0.369 0.215
9         25         0.0 0.00     2 0.373 0.134
10        29         0.0 0.00     9 0.233 0.097

[1] "Total fpts: 118.45 (80)"
       Lineup (14) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   German Marquez  COL   P   6600 21.50           NaN           NA
3   Salvador Perez   KC   C   3800  5.00      7.421053     7.328698
4      Eric Hosmer   KC  1B   3800  0.00      7.292683     5.840565
5    Robinson Cano  SEA  2B   4400  0.00      9.606061     8.558400
6   Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7  Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Lorenzo Cain   KC  OF   3600 16.00      7.461538     5.235738
10    Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         38         0.0 0.00     5 0.351 0.227
4         41         0.0 0.00     4 0.347 0.109
5         33         0.0 0.00     3 0.381 0.237
6         35         0.0 0.00     2 0.326 0.231
7         41         0.0 0.00     1 0.195 0.056
8         32         0.0 0.00     2 0.365 0.164
9         39         0.0 0.00     3 0.331 0.086
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 118.35 (81)"
        Lineup (39) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU    P  10200 22.85     19.781250     9.133453
2    German Marquez  COL    P   6600 21.50           NaN           NA
3    Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4  Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7      Tim Anderson  CWS   SS   4400  5.00      6.906250     7.489172
8     Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
9        Mark Canha  OAK   OF   3300  4.00     10.100000    12.022664
10     Willy Garcia  CWS   OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         32         0.0 0.00     1 0.299 0.139
8         34         0.0 0.00     5 0.344 0.252
9         10         0.0 0.00     2 0.374 0.313
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 118.15 (82)"
        Lineup (13) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2    German Marquez  COL   P   6600 21.50           NaN           NA
3      Juan Centeno  HOU   C   2000 21.00           NaN           NA
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI  2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7       Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Yasmany Tomas  ARI  OF   4300  8.00      8.911765     8.042944
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         27         0.0 0.00     1 0.282 0.148
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 116 (83)"
        Lineup (68) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3       Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5      Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6    Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7     Freddy Galvis  PHI  SS   3300  0.00      6.736842     5.640990
8     Jose Bautista  TOR  OF   4600 15.00      8.047619     7.535129
9      Kevin Pillar  TOR  OF   4300  3.00      9.000000     7.832624
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         35         0.0 0.00     2 0.326 0.231
7         38         0.0 0.00     2 0.299 0.175
8         42         0.0 0.00     3 0.329 0.181
9         41         0.0 0.00     1 0.369 0.189
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 115.85 (84)"
       Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2          Joe Ross  WSH   P   5900 29.00           NaN           NA
3    Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5      Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6     Manny Machado  BAL  3B   4700  0.00      8.214286     7.753947
7  Francisco Lindor  CLE  SS   4600 18.00      8.825000     8.313990
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Jose Bautista  TOR  OF   4600 15.00      8.047619     7.535129
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          0         5.2 1.53    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         42         0.0 0.00     3 0.330 0.223
7         40         0.0 0.00     2 0.360 0.246
8         32         0.0 0.00     2 0.365 0.164
9         42         0.0 0.00     3 0.329 0.181
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 115.45 (85)"
        Lineup (139) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     German Marquez  COL   P   6600 21.50           NaN           NA
3        Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4      Matt Holliday  NYY  1B   3800  6.00      8.787879     8.513803
5     Starlin Castro  NYY  2B   4100  5.00      9.175000     7.469210
6      Chase Headley  NYY  3B   3500  5.00      7.527778     6.011827
7     Didi Gregorius  NYY  SS   3500  0.00      8.450000     6.692297
8        Aaron Judge  NYY  OF   4900  5.00     11.973684    10.460962
9  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
10      Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         33         0.0 0.00     3 0.377 0.222
5         40         0.0 0.00     4 0.389 0.185
6         36         0.0 0.00     7 0.308 0.143
7         20         0.0 0.00     6 0.370 0.118
8         38         0.0 0.00     5 0.460 0.386
9         37         0.0 0.00     4 0.338 0.143
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 114.5 (86)"
      Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2  Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3   Salvador Perez   KC   C   3800  5.00      7.421053     7.328698
4      Eric Hosmer   KC  1B   3800  0.00      7.292683     5.840565
5     Brian Dozier  MIN  2B   4400 14.00      8.733333     6.197515
6   Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7       Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9  Jorge Bonifacio   KC  OF   3600 16.00      7.900000     6.835665
10    Lorenzo Cain   KC  OF   3600 16.00      7.461538     5.235738
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         38         0.0 0.00     5 0.351 0.227
4         41         0.0 0.00     4 0.347 0.109
5         30         0.0 0.00     1 0.333 0.155
6         35         0.0 0.00     2 0.326 0.231
7         31         0.0 0.00     8 0.245 0.114
8         32         0.0 0.00     2 0.365 0.164
9         20         0.0 0.00     6 0.348 0.205
10        39         0.0 0.00     3 0.331 0.086

[1] "Total fpts: 114.4 (87)"
           Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2        Amir Garrett  CIN     P   4800 -3.55     12.885714    15.522798
3  Francisco Cervelli  PIT     C   3100 10.00      6.161290     5.360950
4          Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5      Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6        Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7        Tim Anderson  CWS    SS   4400  5.00      6.906250     7.489172
8       David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
9       Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
10         Mark Canha  OAK    OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         31         0.0 0.00     5 0.304 0.164
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         32         0.0 0.00     1 0.299 0.139
8         32         0.0 0.00     2 0.365 0.164
9         35         0.0 0.00     5 0.268 0.076
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 114.35 (88)"
        Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2    German Marquez  COL   P   6600 21.50           NaN           NA
3   Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5      Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7      Elvis Andrus  TEX  SS   3800  0.00      7.833333     7.108623
8      Nomar Mazara  TEX  OF   4800  6.00      8.368421     7.991283
9     Shin-Soo Choo  TEX  OF   4100 12.00      7.567568     7.994931
10       Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         44         0.0 0.00     3 0.443 0.265
5         43         0.0 0.00     5 0.264 0.148
6         31         0.0 0.00     4 0.282 0.144
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     3 0.344 0.194
9         37         0.0 0.00     1 0.342 0.130
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 113.9 (89)"
          Lineup (76) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1           Alex Cobb   TB   P   7900 13.1     14.394444     8.163350
2   Jordan Montgomery  NYY   P   6800 23.8     13.557143     3.885703
3  Francisco Cervelli  PIT   C   3100 10.0      6.161290     5.360950
4    Paul Goldschmidt  ARI  1B   5400 15.0     11.954545     8.490637
5       Brandon Drury  ARI  2B   3800  7.0      7.324324     6.896271
6           Jake Lamb  ARI  3B   5500 16.0     10.682927     8.235408
7    Francisco Lindor  CLE  SS   4600 18.0      8.825000     8.313990
8       David Peralta  ARI  OF   4700  3.0      8.968750     8.956830
9       Yasmany Tomas  ARI  OF   4300  8.0      8.911765     8.042944
10   Andrew McCutchen  PIT  OF   3900  0.0      6.634146     6.829188
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.3 1.22    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         31         0.0 0.00     5 0.304 0.164
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         40         0.0 0.00     2 0.360 0.246
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10        41         0.0 0.00     3 0.285 0.164

[1] "Total fpts: 113.45 (90)"
        Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3   Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5        Jed Lowrie  OAK  2B   3700 20.00      7.615385     6.964630
6    Trevor Plouffe  OAK  3B   3400  0.00      6.500000     6.054514
7      Adam Rosales  OAK  SS   2200  0.00      5.242424     4.854317
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9        Matt Joyce  OAK  OF   3400  6.00      6.322581     6.939679
10       Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         44         0.0 0.00     3 0.443 0.265
5         39         0.0 0.00     3 0.356 0.179
6         36         0.0 0.00     8 0.316 0.169
7         33         0.0 0.00     9 0.274 0.119
8         32         0.0 0.00     2 0.365 0.164
9         31         0.0 0.00     1 0.281 0.174
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 113.45 (91)"
       Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3       Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4       Eric Thames  MIL  1B   4800 12.00     12.000000     9.455779
5   Jonathan Villar  MIL  2B   4300 24.00      8.282051     8.120632
6       Travis Shaw  MIL  3B   4400  0.00      9.810811     8.540225
7        Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8        Ryan Braun  MIL  OF   4800  2.00     10.153846     8.156922
9   Domingo Santana  MIL  OF   3800  2.00      8.312500     6.808143
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         35         0.0 0.00     2 0.458 0.358
5         39         0.0 0.00     1 0.281 0.127
6         37         0.0 0.00     4 0.371 0.265
7         31         0.0 0.00     8 0.245 0.114
8         26         0.0 0.00     3 0.384 0.273
9         32         0.0 0.00     5 0.358 0.167
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 113.4 (92)"
         Lineup (15) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD    P  13400 38.95     25.488889     8.471525
2       Amir Garrett  CIN    P   4800 -3.55     12.885714    15.522798
3     Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4    Kendrys Morales  TOR   1B   4000 16.00      6.871795     8.053046
5      Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6          Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7         Nick Ahmed  ARI   SS   3500  0.00      6.909091     8.105901
8      Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
9  Andrew Benintendi  BOS   OF   3900 17.00      7.756757     7.793892
10  Ezequiel Carrera  TOR   OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         39         0.0 0.00     4 0.308 0.176
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         22         0.0 0.00     8 0.315 0.170
8         34         0.0 0.00     5 0.344 0.252
9         37         0.0 0.00     4 0.338 0.143
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 113.4 (93)"
        Lineup (112) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2       Amir Garrett  CIN     P   4800 -3.55     12.885714    15.522798
3        Kevan Smith  CWS     C   2500  3.00      2.714286     2.927700
4          Jay Bruce  NYM 1B/OF   4600  5.00      9.000000    10.104581
5        Neil Walker  NYM    2B   3800  8.00      7.400000     6.856777
6         Jose Reyes  NYM 3B/SS   4000  5.00      6.944444     6.985472
7        Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8   Michael Conforto  NYM    OF   4800 37.00     12.133333    10.656820
9  Curtis Granderson  NYM    OF   3700  2.00      5.750000     6.482394
10      Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         40         0.0 0.00     3 0.360 0.268
5         40         0.0 0.00     4 0.318 0.159
6         36         0.0 0.00     2 0.271 0.123
7         27         0.0 0.00     1 0.282 0.148
8         30         0.0 0.00     1 0.446 0.344
9         36         0.0 0.00     5 0.252 0.169
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 111.45 (94)"
        Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2  Jordan Montgomery  NYY   P   6800 23.80     13.557143     3.885703
3     Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4    Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5       Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6      Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7   Francisco Lindor  CLE  SS   4600 18.00      8.825000     8.313990
8       Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9      Jose Bautista  TOR  OF   4600 15.00      8.047619     7.535129
10        Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         14         0.0 0.00     7 0.280 0.091
7         40         0.0 0.00     2 0.360 0.246
8         37         0.0 0.00     1 0.369 0.215
9         42         0.0 0.00     3 0.329 0.181
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 111.45 (95)"
       Lineup (150) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P   9900 11.65     21.921429    10.205344
2     Rick Porcello  BOS    P   8500 11.80     16.633333     8.413234
3    Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4  Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5        Jed Lowrie  OAK   2B   3700 20.00      7.615385     6.964630
6         Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7      Adam Rosales  OAK   SS   2200  0.00      5.242424     4.854317
8       Khris Davis  OAK   OF   4200 13.00      7.641026     7.852211
9        Matt Joyce  OAK   OF   3400  6.00      6.322581     6.939679
10       Mark Canha  OAK   OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          9         6.1 1.41    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         44         0.0 0.00     3 0.443 0.265
5         39         0.0 0.00     3 0.356 0.179
6         41         0.0 0.00     4 0.405 0.277
7         33         0.0 0.00     9 0.274 0.119
8         39         0.0 0.00     4 0.337 0.276
9         31         0.0 0.00     1 0.281 0.174
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 110.8 (96)"
         Lineup (40) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2    Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
3   Martin Maldonado  LAA     C   2500  0.00      5.285714     4.731443
4      Luis Valbuena  LAA 1B/3B   3100  8.00      5.461538     6.875262
5     Danny Espinosa  LAA    2B   2900  0.00      5.794118     6.549483
6      Chris Coghlan  TOR    3B   2800  2.00      4.928571     5.770806
7  Andrelton Simmons  LAA    SS   3500 15.00      6.186047     5.985124
8      David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
9  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
10      Kole Calhoun  LAA    OF   2800  4.00      6.341463     6.223382
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3         35           0 0.00     7 0.316 0.093
4         13           0 0.00     4 0.272 0.111
5         34           0 0.00     8 0.238 0.129
6         14           0 0.00     7 0.280 0.091
7         43           0 0.00     5 0.305 0.106
8         32           0 0.00     2 0.365 0.164
9         37           0 0.00     4 0.338 0.143
10        41           0 0.00     6 0.286 0.121

[1] "Total fpts: 110.5 (97)"
       Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
2  Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
3     Jason Castro  MIN     C   3100  3.00      4.916667     5.266107
4       Jose Abreu  CWS    1B   4800 19.00      8.289474     7.996310
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Todd Frazier  CWS    3B   4200 18.00      6.516129     6.510868
7       Ryan Goins  TOR    SS   2300 10.00      4.806452     5.985646
8    David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
9    Melky Cabrera  CWS    OF   3900 17.00      5.714286     4.750055
10    Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         38         0.0 0.00     3 0.353 0.212
5         25         0.0 0.00     2 0.272 0.077
6         31         0.0 0.00     4 0.282 0.144
7         31         0.0 0.00     8 0.245 0.114
8         32         0.0 0.00     2 0.365 0.164
9         35         0.0 0.00     5 0.268 0.076
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 110.1 (98)"
          Lineup (58) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2        Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3  Francisco Cervelli  PIT   C   3100 10.00      6.161290     5.360950
4      Hanley Ramirez  BOS  1B   4400  6.00      7.766667     6.615986
5      Dustin Pedroia  BOS  2B   3900 16.00      6.571429     5.129418
6           Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7     Xander Bogaerts  BOS  SS   4700 25.00      8.571429     5.892596
8        Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9       David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
10  Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         31         0.0 0.00     5 0.304 0.164
4         30         0.0 0.00     5 0.349 0.172
5         35         0.0 0.00     2 0.321 0.085
6         41         0.0 0.00     4 0.405 0.277
7         35         0.0 0.00     3 0.366 0.113
8         37         0.0 0.00     1 0.369 0.215
9         32         0.0 0.00     2 0.365 0.164
10        37         0.0 0.00     4 0.338 0.143

[1] "Total fpts: 109.8 (99)"
        Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2    Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
3        Kevan Smith  CWS     C   2500  3.00      2.714286     2.927700
4       Tommy Joseph  PHI    1B   3800  5.00      7.129032     7.017796
5      Andres Blanco  PHI 2B/3B   2700  7.00           NaN           NA
6      Chris Coghlan  TOR    3B   2800  2.00      4.928571     5.770806
7      Freddy Galvis  PHI    SS   3300  0.00      6.736842     5.640990
8      Aaron Altherr  PHI    OF   4000  6.00     10.038462     8.373677
9  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
10    Odubel Herrera  PHI    OF   3100  8.00      5.888889     4.508898
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3          7           0 0.00     8 0.191 0.067
4         31           0 0.00     4 0.330 0.190
5          0           0 0.00     5 0.274 0.121
6         14           0 0.00     7 0.280 0.091
7         38           0 0.00     2 0.299 0.175
8         26           0 0.00     3 0.413 0.296
9         37           0 0.00     4 0.338 0.143
10        36           0 0.00     6 0.277 0.117

[1] "Total fpts: 109.4 (100)"
       Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3      Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4   Ryan Zimmerman  WSH  1B   4600 13.00     11.969697     9.345737
5    Daniel Murphy  WSH  2B   4800  5.00      9.666667     9.112002
6    Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7      Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8     Bryce Harper  WSH  OF   5400 14.00     12.764706    11.332599
9     Jayson Werth  WSH  OF   3700 18.00      7.575758     8.257687
10      Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         33         0.0 0.00     4 0.474 0.367
5         36         0.0 0.00     5 0.416 0.253
6         14         0.0 0.00     7 0.280 0.091
7         27         0.0 0.00     1 0.282 0.148
8         34         0.0 0.00     3 0.472 0.317
9         33         0.0 0.00     2 0.374 0.171
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 109 (101)"
       Lineup (53) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2      Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3     Jason Castro  MIN   C   3100  3.00      4.916667     5.266107
4  Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5     Brian Dozier  MIN  2B   4400 14.00      8.733333     6.197515
6    Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7    Jorge Polanco  MIN  SS   3500  6.00      6.875000     4.736611
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9  Robbie Grossman  MIN  OF   4100  0.00      7.840000     6.195966
10    Byron Buxton  MIN  OF   3500  7.00      5.413793     5.551816
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         39         0.0 0.00     4 0.308 0.176
5         30         0.0 0.00     1 0.333 0.155
6         14         0.0 0.00     7 0.280 0.091
7         32         0.0 0.00     7 0.307 0.116
8         32         0.0 0.00     2 0.365 0.164
9         25         0.0 0.00     2 0.373 0.134
10        29         0.0 0.00     9 0.233 0.097

[1] "Total fpts: 108.8 (102)"
        Lineup (84) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2   Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
3      Stephen Vogt  OAK     C   3100  7.00      4.666667     5.342140
4        Ryon Healy  OAK 1B/3B   3300 21.00      6.368421     7.182641
5      Rougned Odor  TEX    2B   3700 10.00      5.930233     5.560898
6    Trevor Plouffe  OAK    3B   3400  0.00      6.500000     6.054514
7      Adam Rosales  OAK    SS   2200  0.00      5.242424     4.854317
8  Andrew McCutchen  PIT    OF   3900  0.00      6.634146     6.829188
9        Matt Joyce  OAK    OF   3400  6.00      6.322581     6.939679
10     Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3         27           0 0.00     7 0.276 0.139
4         38           0 0.00     6 0.312 0.177
5         43           0 0.00     5 0.264 0.148
6         36           0 0.00     8 0.316 0.169
7         33           0 0.00     9 0.274 0.119
8         41           0 0.00     3 0.285 0.164
9         31           0 0.00     1 0.281 0.174
10        32           0 0.00     6 0.347 0.182

[1] "Total fpts: 108.6 (103)"
      Lineup (142) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2  Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
3     Andrew Knapp  PHI     C   3100 16.00      5.416667     6.022055
4     Tommy Joseph  PHI    1B   3800  5.00      7.129032     7.017796
5    Andres Blanco  PHI 2B/3B   2700  7.00           NaN           NA
6         Ty Kelly  PHI 3B/OF   2400  0.00           NaN           NA
7      Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8     Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
9       Mark Canha  OAK    OF   3300  4.00     10.100000    12.022664
10  Odubel Herrera  PHI    OF   3100  8.00      5.888889     4.508898
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         12         0.0 0.00     8 0.347 0.163
4         31         0.0 0.00     4 0.330 0.190
5          0         0.0 0.00     5 0.274 0.121
6          0         0.0 0.00     7 0.372 0.333
7         27         0.0 0.00     1 0.282 0.148
8         32         0.0 0.00     6 0.347 0.182
9         10         0.0 0.00     2 0.374 0.313
10        36         0.0 0.00     6 0.277 0.117

[1] "Total fpts: 108.45 (104)"
      Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   German Marquez  COL   P   6600 21.50           NaN           NA
3  Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4   Logan Morrison   TB  1B   3900  5.00      9.361111     7.808979
5       Dee Gordon  MIA  2B   3700 25.00      7.605263     6.574066
6    Evan Longoria   TB  3B   4100  0.00      7.418605     7.041484
7      Tim Beckham   TB  SS   2900  5.00      7.073171     8.298766
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Colby Rasmus   TB  OF   3400  3.00      9.000000     9.933110
10    Steven Souza   TB  OF   3200  2.00      6.684211     6.380313
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         36         0.0 0.00     4 0.368 0.290
5         38         0.0 0.00     1 0.293 0.059
6         43         0.0 0.00     3 0.320 0.167
7         41         0.0 0.00     5 0.317 0.171
8         32         0.0 0.00     2 0.365 0.164
9         13         0.0 0.00     6 0.339 0.278
10        38         0.0 0.00     7 0.345 0.169

[1] "Total fpts: 108.4 (105)"
     Lineup (130) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Johnny Cueto   SF   P  10400 17.9     16.455556    10.057878
2  German Marquez  COL   P   6600 21.5           NaN           NA
3  Salvador Perez   KC   C   3800  5.0      7.421053     7.328698
4      Jose Abreu  CWS  1B   4800 19.0      8.289474     7.996310
5   Robinson Cano  SEA  2B   4400  0.0      9.606061     8.558400
6    Todd Frazier  CWS  3B   4200 18.0      6.516129     6.510868
7    Corey Seager  LAD  SS   4700  2.0      9.230769     7.292612
8   Melky Cabrera  CWS  OF   3900 17.0      5.714286     4.750055
9    Leury Garcia  CWS  OF   3400  3.0      7.812500     7.411576
10   Willy Garcia  CWS  OF   2800  5.0      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.4 1.26    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         38         0.0 0.00     5 0.351 0.227
4         38         0.0 0.00     3 0.353 0.212
5         33         0.0 0.00     3 0.381 0.237
6         31         0.0 0.00     4 0.282 0.144
7         39         0.0 0.00     2 0.387 0.205
8         35         0.0 0.00     5 0.268 0.076
9         32         0.0 0.00     6 0.347 0.182
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 107.7 (106)"
        Lineup (77) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3    Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5      Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6         Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7       Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8     Jose Bautista  TOR  OF   4600 15.00      8.047619     7.535129
9      Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         41         0.0 0.00     4 0.405 0.277
7         27         0.0 0.00     1 0.282 0.148
8         42         0.0 0.00     3 0.329 0.181
9         32         0.0 0.00     6 0.347 0.182
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 107.45 (107)"
         Lineup (23) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2     German Marquez  COL     P   6600 21.50           NaN           NA
3       Jason Castro  MIN     C   3100  3.00      4.916667     5.266107
4      Kennys Vargas  MIN    1B   3800 10.00      8.285714     7.720388
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6        Miguel Sano  MIN    3B   4600  0.00     11.303030     9.315595
7      Jorge Polanco  MIN    SS   3500  6.00      6.875000     4.736611
8         Max Kepler  MIN    OF   4000  5.00      8.392857     7.776219
9  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
10      Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         14         0.0 0.00     6 0.316 0.270
5         25         0.0 0.00     2 0.272 0.077
6         33         0.0 0.00     4 0.458 0.338
7         32         0.0 0.00     7 0.307 0.116
8         28         0.0 0.00     5 0.364 0.183
9         37         0.0 0.00     4 0.338 0.143
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 107 (108)"
        Lineup (73) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC     P  11100 42.35     16.672222     7.533347
2   Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
3    Salvador Perez   KC     C   3800  5.00      7.421053     7.328698
4       Eric Hosmer   KC    1B   3800  0.00      7.292683     5.840565
5    Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6    Mike Moustakas   KC    3B   3700 16.00      7.828571     6.460221
7   Alcides Escobar   KC    SS   2400  4.00      3.658537     3.546898
8      Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9      Lorenzo Cain   KC    OF   3600 16.00      7.461538     5.235738
10 Ezequiel Carrera  TOR    OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         38         0.0 0.00     5 0.351 0.227
4         41         0.0 0.00     4 0.347 0.109
5         25         0.0 0.00     2 0.272 0.077
6         35         0.0 0.00     2 0.326 0.231
7         41         0.0 0.00     1 0.195 0.056
8         37         0.0 0.00     1 0.369 0.215
9         39         0.0 0.00     3 0.331 0.086
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 106.65 (109)"
        Lineup (89) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC   P  11100 42.35     16.672222     7.533347
2        Jesse Hahn  OAK   P   6100 -5.70     16.250000     7.200463
3      Jason Castro  MIN   C   3100  3.00      4.916667     5.266107
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI  2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7   Alcides Escobar   KC  SS   2400  4.00      3.658537     3.546898
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Yasmany Tomas  ARI  OF   4300  8.00      8.911765     8.042944
10     Josh Reddick  HOU  OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         6.0 1.20    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         41         0.0 0.00     1 0.195 0.056
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 106.45 (110)"
        Lineup (57) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3      Derek Norris   TB   C   2900  2.00      5.818182     5.559083
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5  Daniel Robertson  CLE  OF   2600 10.00      5.000000     4.908249
6     Evan Longoria   TB  3B   4100  0.00      7.418605     7.041484
7       Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8   Corey Dickerson   TB  OF   4700  0.00     10.487179     8.481782
9      Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10  Kevin Kiermaier   TB  OF   3300  0.00      6.302326     6.322804
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         33         0.0 0.00     8 0.290 0.138
4         39         0.0 0.00     4 0.308 0.176
5         23         0.0 0.00     8 0.129 0.000
6         43         0.0 0.00     3 0.320 0.167
7         27         0.0 0.00     1 0.282 0.148
8         39         0.0 0.00     1 0.435 0.299
9         32         0.0 0.00     6 0.347 0.182
10        43         0.0 0.00     2 0.287 0.093

[1] "Total fpts: 106.45 (111)"
       Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   German Marquez  COL   P   6600 21.50           NaN           NA
3  Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4      Mike Napoli  TEX  1B   4200  3.00      6.564103     8.048520
5     Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6   Mike Moustakas   KC  3B   3700 16.00      7.828571     6.460221
7     Elvis Andrus  TEX  SS   3800  0.00      7.833333     7.108623
8     Nomar Mazara  TEX  OF   4800  6.00      8.368421     7.991283
9     Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10 Justin Ruggiano   SF  OF   2300  3.00      8.571429     7.020379
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         39         0.0 0.00     6 0.288 0.227
5         43         0.0 0.00     5 0.264 0.148
6         35         0.0 0.00     2 0.326 0.231
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     3 0.344 0.194
9         32         0.0 0.00     6 0.347 0.182
10         7         0.0 0.00     5 0.293 0.184

[1] "Total fpts: 105.5 (112)"
        Lineup (18) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3       Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5      Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6      Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7      Elvis Andrus  TEX  SS   3800  0.00      7.833333     7.108623
8     Melky Cabrera  CWS  OF   3900 17.00      5.714286     4.750055
9      Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10     Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         44         0.0 0.00     3 0.443 0.265
5         43         0.0 0.00     5 0.264 0.148
6         31         0.0 0.00     4 0.282 0.144
7         42         0.0 0.00     2 0.334 0.150
8         35         0.0 0.00     5 0.268 0.076
9         32         0.0 0.00     6 0.347 0.182
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 104.8 (113)"
        Lineup (74) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
3      Derek Norris   TB   C   2900  2.00      5.818182     5.559083
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5  Daniel Robertson  CLE  OF   2600 10.00      5.000000     4.908249
6     Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7       Tim Beckham   TB  SS   2900  5.00      7.073171     8.298766
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9      Colby Rasmus   TB  OF   3400  3.00      9.000000     9.933110
10     Steven Souza   TB  OF   3200  2.00      6.684211     6.380313
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3         33           0 0.00     8 0.290 0.138
4         39           0 0.00     4 0.308 0.176
5         23           0 0.00     8 0.129 0.000
6         14           0 0.00     7 0.280 0.091
7         41           0 0.00     5 0.317 0.171
8         32           0 0.00     2 0.365 0.164
9         13           0 0.00     6 0.339 0.278
10        38           0 0.00     7 0.345 0.169

[1] "Total fpts: 103.6 (114)"
         Lineup (12) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2    Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
3       Stephen Vogt  OAK     C   3100  7.00      4.666667     5.342140
4    Kendrys Morales  TOR    1B   4000 16.00      6.871795     8.053046
5     Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Trevor Plouffe  OAK    3B   3400  0.00      6.500000     6.054514
7       Adam Rosales  OAK    SS   2200  0.00      5.242424     4.854317
8  Andrew Benintendi  BOS    OF   3900 17.00      7.756757     7.793892
9         Matt Joyce  OAK    OF   3400  6.00      6.322581     6.939679
10        Mark Canha  OAK    OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         27         0.0 0.00     7 0.276 0.139
4         39         0.0 0.00     4 0.308 0.176
5         25         0.0 0.00     2 0.272 0.077
6         36         0.0 0.00     8 0.316 0.169
7         33         0.0 0.00     9 0.274 0.119
8         37         0.0 0.00     4 0.338 0.143
9         31         0.0 0.00     1 0.281 0.174
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 103.4 (115)"
       Lineup (16) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3   Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4  Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5     Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6    Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7      Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9    Jose Bautista  TOR  OF   4600 15.00      8.047619     7.535129
10    Willy Garcia  CWS  OF   2800  5.00      6.250000     5.311712
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         14         0.0 0.00     7 0.280 0.091
7         27         0.0 0.00     1 0.282 0.148
8         32         0.0 0.00     2 0.365 0.164
9         42         0.0 0.00     3 0.329 0.181
10         8         0.0 0.00     7 0.262 0.114

[1] "Total fpts: 103.4 (116)"
       Lineup (55) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3  Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4      Mike Napoli  TEX  1B   4200  3.00      6.564103     8.048520
5     Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6       Joey Gallo  TEX  3B   4100 21.00      8.707317     8.527145
7      Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10    Jared Hoying  TEX  OF   3200  8.00           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         39         0.0 0.00     6 0.288 0.227
5         43         0.0 0.00     5 0.264 0.148
6         41         0.0 0.00     7 0.342 0.319
7         27         0.0 0.00     1 0.282 0.148
8         32         0.0 0.00     2 0.365 0.164
9         32         0.0 0.00     6 0.347 0.182
10         0         0.0 0.00     8 0.310 0.211

[1] "Total fpts: 102.15 (117)"
       Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2    German Marquez  COL   P   6600 21.50           NaN           NA
3   Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4       Mike Napoli  TEX  1B   4200  3.00      6.564103     8.048520
5      Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6        Joey Gallo  TEX  3B   4100 21.00      8.707317     8.527145
7       Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8      Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9      Nomar Mazara  TEX  OF   4800  6.00      8.368421     7.991283
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         39         0.0 0.00     6 0.288 0.227
5         43         0.0 0.00     5 0.264 0.148
6         41         0.0 0.00     7 0.342 0.319
7         27         0.0 0.00     1 0.282 0.148
8         37         0.0 0.00     1 0.369 0.215
9         38         0.0 0.00     3 0.344 0.194
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 101.45 (118)"
         Lineup (63) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     German Marquez  COL   P   6600 21.50           NaN           NA
3        Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4    Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5    Jonathan Schoop  BAL  2B   3400  5.00      6.950000     5.193438
6      Manny Machado  BAL  3B   4700  0.00      8.214286     7.753947
7           JJ Hardy  BAL  SS   3000  0.00      4.894737     5.486049
8         Adam Jones  BAL  OF   4400  0.00      7.585366     6.591569
9         Seth Smith  BAL  OF   3900  0.00      8.500000     7.417804
10 Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         39         0.0 0.00     4 0.308 0.176
5         40         0.0 0.00     8 0.330 0.180
6         42         0.0 0.00     3 0.330 0.223
7         38         0.0 0.00     9 0.237 0.088
8         41         0.0 0.00     2 0.331 0.163
9         22         0.0 0.00     1 0.378 0.192
10        37         0.0 0.00     4 0.338 0.143

[1] "Total fpts: 101.45 (119)"
      Lineup (103) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2   German Marquez  COL     P   6600 21.50           NaN           NA
3    Austin Romine  NYY     C   2600  0.00      5.944444     6.999767
4     Chris Carter  NYY    1B   3700 16.00      5.590909     5.901244
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6    Chase Headley  NYY    3B   3500  5.00      7.527778     6.011827
7   Didi Gregorius  NYY    SS   3500  0.00      8.450000     6.692297
8     Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9      Aaron Judge  NYY    OF   4900  5.00     11.973684    10.460962
10    Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         18         0.0 0.00     8 0.277 0.110
4         22         0.0 0.00     9 0.294 0.155
5         25         0.0 0.00     2 0.272 0.077
6         36         0.0 0.00     7 0.308 0.143
7         20         0.0 0.00     6 0.370 0.118
8         37         0.0 0.00     1 0.369 0.215
9         38         0.0 0.00     5 0.460 0.386
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 101.4 (120)"
         Lineup (4) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2      Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3       Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI  2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7        Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Yasmany Tomas  ARI  OF   4300  8.00      8.911765     8.042944
10       Mark Canha  OAK  OF   3300  4.00     10.100000    12.022664
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         31         0.0 0.00     8 0.245 0.114
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10        10         0.0 0.00     2 0.374 0.313

[1] "Total fpts: 98.9 (121)"
        Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3   Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4  Paul Goldschmidt  ARI  1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI  2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7      Adam Rosales  OAK  SS   2200  0.00      5.242424     4.854317
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Yasmany Tomas  ARI  OF   4300  8.00      8.911765     8.042944
10     Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         33         0.0 0.00     9 0.274 0.119
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 98.7 (122)"
       Lineup (110) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2       Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3   Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4        Jose Abreu  CWS  1B   4800 19.00      8.289474     7.996310
5      Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6         Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7      Elvis Andrus  TEX  SS   3800  0.00      7.833333     7.108623
8      Nomar Mazara  TEX  OF   4800  6.00      8.368421     7.991283
9     Shin-Soo Choo  TEX  OF   4100 12.00      7.567568     7.994931
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         38         0.0 0.00     3 0.353 0.212
5         43         0.0 0.00     5 0.264 0.148
6         41         0.0 0.00     4 0.405 0.277
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     3 0.344 0.194
9         37         0.0 0.00     1 0.342 0.130
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 98.45 (123)"
         Lineup (106) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
2   Jordan Montgomery  NYY     P   6800 23.80     13.557143     3.885703
3  Francisco Cervelli  PIT     C   3100 10.00      6.161290     5.360950
4    Paul Goldschmidt  ARI    1B   5400 15.00     11.954545     8.490637
5         Jose Altuve  HOU    2B   4900  0.00     10.358974     8.238188
6     Marwin Gonzalez  HOU 3B/OF   3700  7.00     10.880000     9.310925
7         Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8     George Springer  HOU    OF   4300  2.00      7.916667     6.682066
9      Carlos Beltran  HOU    OF   3600  0.00      6.371429     6.169592
10       Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         31         0.0 0.00     5 0.304 0.164
4         44         0.0 0.00     3 0.443 0.265
5         39         0.0 0.00     3 0.387 0.210
6         25         0.0 0.00     5 0.416 0.340
7         27         0.0 0.00     1 0.282 0.148
8         36         0.0 0.00     1 0.316 0.182
9         35         0.0 0.00     4 0.299 0.147
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 97.6 (124)"
      Lineup (116) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2  Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3     Juan Centeno  HOU   C   2000 21.00           NaN           NA
4   Logan Morrison   TB  1B   3900  5.00      9.361111     7.808979
5     Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6    Evan Longoria   TB  3B   4100  0.00      7.418605     7.041484
7      Tim Beckham   TB  SS   2900  5.00      7.073171     8.298766
8     Colby Rasmus   TB  OF   3400  3.00      9.000000     9.933110
9     Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
10 Kevin Kiermaier   TB  OF   3300  0.00      6.302326     6.322804
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         36         0.0 0.00     4 0.368 0.290
5         43         0.0 0.00     5 0.264 0.148
6         43         0.0 0.00     3 0.320 0.167
7         41         0.0 0.00     5 0.317 0.171
8         13         0.0 0.00     6 0.339 0.278
9         32         0.0 0.00     6 0.347 0.182
10        43         0.0 0.00     2 0.287 0.093

[1] "Total fpts: 97.45 (125)"
        Lineup (134) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
2  Jordan Montgomery  NYY   P   6800 23.80     13.557143     3.885703
3    Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4        Mike Napoli  TEX  1B   4200  3.00      6.564103     8.048520
5       Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6       Todd Frazier  CWS  3B   4200 18.00      6.516129     6.510868
7       Elvis Andrus  TEX  SS   3800  0.00      7.833333     7.108623
8       Nomar Mazara  TEX  OF   4800  6.00      8.368421     7.991283
9      David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
10 Andrew Benintendi  BOS  OF   3900 17.00      7.756757     7.793892
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         39         0.0 0.00     6 0.288 0.227
5         43         0.0 0.00     5 0.264 0.148
6         31         0.0 0.00     4 0.282 0.144
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     3 0.344 0.194
9         32         0.0 0.00     2 0.365 0.164
10        37         0.0 0.00     4 0.338 0.143

[1] "Total fpts: 96.45 (126)"
       Lineup (82) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2   German Marquez  COL     P   6600 21.50           NaN           NA
3     Juan Centeno  HOU     C   2000 21.00           NaN           NA
4      Chris Davis  BAL    1B   4500  0.00      7.575000     9.009646
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6    Manny Machado  BAL    3B   4700  0.00      8.214286     7.753947
7       Ryan Goins  TOR    SS   2300 10.00      4.806452     5.985646
8      Mark Trumbo  BAL    OF   4700  2.00      7.857143     7.801099
9       Adam Jones  BAL    OF   4400  0.00      7.585366     6.591569
10      Seth Smith  BAL    OF   3900  0.00      8.500000     7.417804
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         40         0.0 0.00     5 0.360 0.230
5         25         0.0 0.00     2 0.272 0.077
6         42         0.0 0.00     3 0.330 0.223
7         31         0.0 0.00     8 0.245 0.114
8         42         0.0 0.00     4 0.321 0.140
9         41         0.0 0.00     2 0.331 0.163
10        22         0.0 0.00     1 0.378 0.192

[1] "Total fpts: 96.45 (127)"
         Lineup (104) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2      German Marquez  COL     P   6600 21.50           NaN           NA
3  Welington Castillo  BAL     C   4000  3.00      8.869565     8.619768
4        Trey Mancini  BAL 1B/OF   3600  0.00      9.320000     9.741321
5     Jonathan Schoop  BAL    2B   3400  5.00      6.950000     5.193438
6      Mike Moustakas   KC    3B   3700 16.00      7.828571     6.460221
7            JJ Hardy  BAL    SS   3000  0.00      4.894737     5.486049
8        Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9          Seth Smith  BAL    OF   3900  0.00      8.500000     7.417804
10       Leury Garcia  CWS    OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         23         0.0 0.00     6 0.375 0.186
4         25         0.0 0.00     7 0.378 0.262
5         40         0.0 0.00     8 0.330 0.180
6         35         0.0 0.00     2 0.326 0.231
7         38         0.0 0.00     9 0.237 0.088
8         37         0.0 0.00     1 0.369 0.215
9         22         0.0 0.00     1 0.378 0.192
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 96.15 (128)"
       Lineup (72) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Carlos Carrasco  CLE    P   9900 11.65     21.921429    10.205344
2   German Marquez  COL    P   6600 21.50           NaN           NA
3   Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4   Hanley Ramirez  BOS   1B   4400  6.00      7.766667     6.615986
5    Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6        Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7       Nick Ahmed  ARI   SS   3500  0.00      6.909091     8.105901
8     Mookie Betts  BOS   OF   5000  9.00      9.270270     9.631109
9    Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
10    Leury Garcia  CWS   OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         30         0.0 0.00     5 0.349 0.172
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         22         0.0 0.00     8 0.315 0.170
8         37         0.0 0.00     1 0.369 0.215
9         34         0.0 0.00     5 0.344 0.252
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 95.6 (129)"
        Lineup (97) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3      Derek Norris   TB   C   2900  2.00      5.818182     5.559083
4        Jose Abreu  CWS  1B   4800 19.00      8.289474     7.996310
5  Daniel Robertson  CLE  OF   2600 10.00      5.000000     4.908249
6     Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7        Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8   Corey Dickerson   TB  OF   4700  0.00     10.487179     8.481782
9   Kevin Kiermaier   TB  OF   3300  0.00      6.302326     6.322804
10     Steven Souza   TB  OF   3200  2.00      6.684211     6.380313
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         33         0.0 0.00     8 0.290 0.138
4         38         0.0 0.00     3 0.353 0.212
5         23         0.0 0.00     8 0.129 0.000
6         14         0.0 0.00     7 0.280 0.091
7         31         0.0 0.00     8 0.245 0.114
8         39         0.0 0.00     1 0.435 0.299
9         43         0.0 0.00     2 0.287 0.093
10        38         0.0 0.00     7 0.345 0.169

[1] "Total fpts: 95.5 (130)"
      Lineup (138) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
2  Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
3  Jonathan Lucroy  TEX     C   3800  5.00      6.000000     5.994250
4     Yuli Gurriel  HOU    1B   3000 16.00      6.275862     7.367383
5      Jose Altuve  HOU    2B   4900  0.00     10.358974     8.238188
6  Marwin Gonzalez  HOU 3B/OF   3700  7.00     10.880000     9.310925
7       Ryan Goins  TOR    SS   2300 10.00      4.806452     5.985646
8     Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9   Carlos Beltran  HOU    OF   3600  0.00      6.371429     6.169592
10    Josh Reddick  HOU    OF   3600 14.00      7.657143     7.376205
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         29         0.0 0.00     6 0.298 0.122
5         39         0.0 0.00     3 0.387 0.210
6         25         0.0 0.00     5 0.416 0.340
7         31         0.0 0.00     8 0.245 0.114
8         37         0.0 0.00     1 0.369 0.215
9         35         0.0 0.00     4 0.299 0.147
10        35         0.0 0.00     2 0.332 0.161

[1] "Total fpts: 95.4 (131)"
       Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3     Jason Castro  MIN   C   3100  3.00      4.916667     5.266107
4    Kennys Vargas  MIN  1B   3800 10.00      8.285714     7.720388
5     Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6        Jake Lamb  ARI  3B   5500 16.00     10.682927     8.235408
7    Jorge Polanco  MIN  SS   3500  6.00      6.875000     4.736611
8    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9       Max Kepler  MIN  OF   4000  5.00      8.392857     7.776219
10    Byron Buxton  MIN  OF   3500  7.00      5.413793     5.551816
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         14         0.0 0.00     6 0.316 0.270
5         43         0.0 0.00     5 0.264 0.148
6         41         0.0 0.00     4 0.405 0.277
7         32         0.0 0.00     7 0.307 0.116
8         32         0.0 0.00     2 0.365 0.164
9         28         0.0 0.00     5 0.364 0.183
10        29         0.0 0.00     9 0.233 0.097

[1] "Total fpts: 94.5 (132)"
        Lineup (52) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2   Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3    Russell Martin  TOR   C   3700  7.00      5.958333     4.973663
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5      Devon Travis  TOR  2B   4500  5.00      6.515152     6.699446
6     Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7        Ryan Goins  TOR  SS   2300 10.00      4.806452     5.985646
8     David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
9     Melky Cabrera  CWS  OF   3900 17.00      5.714286     4.750055
10 Andrew McCutchen  PIT  OF   3900  0.00      6.634146     6.829188
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         24         0.0 0.00     6 0.323 0.131
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     5 0.294 0.159
6         14         0.0 0.00     7 0.280 0.091
7         31         0.0 0.00     8 0.245 0.114
8         32         0.0 0.00     2 0.365 0.164
9         35         0.0 0.00     5 0.268 0.076
10        41         0.0 0.00     3 0.285 0.164

[1] "Total fpts: 93.4 (133)"
       Lineup (62) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2     Amir Garrett  CIN     P   4800 -3.55     12.885714    15.522798
3       Sandy Leon  BOS     C   3300  7.00      7.300000     9.809233
4   Mitch Moreland  BOS    1B   3800 10.00      7.378378     6.742697
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6    Deven Marrero  BOS    3B   2700  9.00      3.375000     3.997767
7      Trea Turner  WSH    SS   4700 15.00      9.888889     9.966611
8     Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9    David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
10  Jackie Bradley  BOS    OF   4200  2.00      6.250000     7.461495
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         20         0.0 0.00     8 0.307 0.179
4         37         0.0 0.00     6 0.353 0.204
5         25         0.0 0.00     2 0.272 0.077
6          8         0.0 0.00     9 0.170 0.056
7         27         0.0 0.00     1 0.282 0.148
8         37         0.0 0.00     1 0.369 0.215
9         32         0.0 0.00     2 0.365 0.164
10        24         0.0 0.00     7 0.287 0.167

[1] "Total fpts: 91.45 (134)"
        Lineup (47) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2    German Marquez  COL   P   6600 21.50           NaN           NA
3       Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4   Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5     Robinson Cano  SEA  2B   4400  0.00      9.606061     8.558400
6       Kyle Seager  SEA  3B   3600  6.00      6.384615     5.504139
7       Jean Segura  SEA  SS   4500  6.00     10.193548     7.569321
8       Nelson Cruz  SEA  OF   4300  0.00      9.350000     7.892060
9         Ben Gamel  SEA  OF   3500  0.00      8.565217     9.064547
10 Ezequiel Carrera  TOR  OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         39         0.0 0.00     4 0.308 0.176
5         33         0.0 0.00     3 0.381 0.237
6         39         0.0 0.00     5 0.314 0.126
7         31         0.0 0.00     1 0.375 0.141
8         40         0.0 0.00     4 0.400 0.263
9         23         0.0 0.00     2 0.380 0.159
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 91.1 (135)"
        Lineup (64) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Carlos Carrasco  CLE    P   9900 11.65     21.921429    10.205344
2      Amir Garrett  CIN    P   4800 -3.55     12.885714    15.522798
3    Chris Herrmann  ARI C/OF   3600 14.00      7.846154     8.867978
4  Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5     Brandon Drury  ARI   2B   3800  7.00      7.324324     6.896271
6         Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7      Elvis Andrus  TEX   SS   3800  0.00      7.833333     7.108623
8        Mike Trout  LAA   OF   5500 18.00     12.657895     7.294116
9     Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
10 Christian Yelich  MIA   OF   3400  5.00      7.725000     7.045593
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     2 0.491 0.399
9         34         0.0 0.00     5 0.344 0.252
10        40         0.0 0.00     3 0.316 0.129

[1] "Total fpts: 90.8 (136)"
        Lineup (54) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2   Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
3       Kevan Smith  CWS     C   2500  3.00      2.714286     2.927700
4      Buster Posey   SF  1B/C   3900  7.00      8.628571     6.116928
5    Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6     Eduardo Nunez   SF 3B/OF   3600  3.00      7.285714     6.597434
7  Brandon Crawford   SF    SS   3500  7.00      7.214286     5.807767
8     David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
9   Justin Ruggiano   SF    OF   2300  3.00      8.571429     7.020379
10 Gorkys Hernandez   SF    OF   2300  0.00      4.904762     5.019011
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9           7 0.89    NA 0.000 0.000
2          8           6 1.07    NA 0.000 0.000
3          7           0 0.00     8 0.191 0.067
4         35           0 0.00     4 0.439 0.200
5         25           0 0.00     2 0.272 0.077
6         42           0 0.00     7 0.288 0.096
7         28           0 0.00     6 0.313 0.171
8         32           0 0.00     2 0.365 0.164
9          7           0 0.00     5 0.293 0.184
10        21           0 0.00     8 0.225 0.055

[1] "Total fpts: 90.6 (137)"
      Lineup (100) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2  Carlos Carrasco  CLE     P   9900 11.65     21.921429    10.205344
3     Derek Norris   TB     C   2900  2.00      5.818182     5.559083
4   Logan Morrison   TB    1B   3900  5.00      9.361111     7.808979
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6   Mike Moustakas   KC    3B   3700 16.00      7.828571     6.460221
7      Tim Beckham   TB    SS   2900  5.00      7.073171     8.298766
8     Colby Rasmus   TB    OF   3400  3.00      9.000000     9.933110
9       Mark Canha  OAK    OF   3300  4.00     10.100000    12.022664
10    Steven Souza   TB    OF   3200  2.00      6.684211     6.380313
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         33         0.0 0.00     8 0.290 0.138
4         36         0.0 0.00     4 0.368 0.290
5         25         0.0 0.00     2 0.272 0.077
6         35         0.0 0.00     2 0.326 0.231
7         41         0.0 0.00     5 0.317 0.171
8         13         0.0 0.00     6 0.339 0.278
9         10         0.0 0.00     2 0.374 0.313
10        38         0.0 0.00     7 0.345 0.169

[1] "Total fpts: 89.4 (138)"
       Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3  Jonathan Lucroy  TEX   C   3800  5.00      6.000000     5.994250
4  Kendrys Morales  TOR  1B   4000 16.00      6.871795     8.053046
5     Rougned Odor  TEX  2B   3700 10.00      5.930233     5.560898
6    Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7     Elvis Andrus  TEX  SS   3800  0.00      7.833333     7.108623
8     Nomar Mazara  TEX  OF   4800  6.00      8.368421     7.991283
9    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
10   Shin-Soo Choo  TEX  OF   4100 12.00      7.567568     7.994931
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         39         0.0 0.00     4 0.308 0.176
5         43         0.0 0.00     5 0.264 0.148
6         14         0.0 0.00     7 0.280 0.091
7         42         0.0 0.00     2 0.334 0.150
8         38         0.0 0.00     3 0.344 0.194
9         32         0.0 0.00     2 0.365 0.164
10        37         0.0 0.00     1 0.342 0.130

[1] "Total fpts: 86.5 (139)"
       Lineup (117) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Rick Porcello  BOS    P   8500  11.8     16.633333     8.413234
2    Jhoulys Chacin   SD    P   7500 -17.3     13.877778    13.639719
3    Chris Herrmann  ARI C/OF   3600  14.0      7.846154     8.867978
4  Paul Goldschmidt  ARI   1B   5400  15.0     11.954545     8.490637
5     Brandon Drury  ARI   2B   3800   7.0      7.324324     6.896271
6         Jake Lamb  ARI   3B   5500  16.0     10.682927     8.235408
7  Francisco Lindor  CLE   SS   4600  18.0      8.825000     8.313990
8     Yasmany Tomas  ARI   OF   4300   8.0      8.911765     8.042944
9      Josh Reddick  HOU   OF   3600  14.0      7.657143     7.376205
10 Ezequiel Carrera  TOR   OF   3100   0.0      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         6.1 1.41    NA 0.000 0.000
2          9         5.3 1.22    NA 0.000 0.000
3         13         0.0 0.00     7 0.314 0.237
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         40         0.0 0.00     2 0.360 0.246
8         34         0.0 0.00     5 0.344 0.252
9         35         0.0 0.00     2 0.332 0.161
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: 85.45 (140)"
       Lineup (50) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2   German Marquez  COL     P   6600 21.50           NaN           NA
3      Kevan Smith  CWS     C   2500  3.00      2.714286     2.927700
4   Logan Morrison   TB    1B   3900  5.00      9.361111     7.808979
5   Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6    Evan Longoria   TB    3B   4100  0.00      7.418605     7.041484
7      Tim Beckham   TB    SS   2900  5.00      7.073171     8.298766
8     Mookie Betts  BOS    OF   5000  9.00      9.270270     9.631109
9  Corey Dickerson   TB    OF   4700  0.00     10.487179     8.481782
10 Kevin Kiermaier   TB    OF   3300  0.00      6.302326     6.322804
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         36         0.0 0.00     4 0.368 0.290
5         25         0.0 0.00     2 0.272 0.077
6         43         0.0 0.00     3 0.320 0.167
7         41         0.0 0.00     5 0.317 0.171
8         37         0.0 0.00     1 0.369 0.215
9         39         0.0 0.00     1 0.435 0.299
10        43         0.0 0.00     2 0.287 0.093

[1] "Total fpts: 78.5 (141)"
      Lineup (149) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2  Carlos Carrasco  CLE   P   9900 11.65     21.921429    10.205344
3     Jason Castro  MIN   C   3100  3.00      4.916667     5.266107
4        Joe Mauer  MIN  1B   3900  0.00      7.321429     5.284874
5     Brian Dozier  MIN  2B   4400 14.00      8.733333     6.197515
6    Chris Coghlan  TOR  3B   2800  2.00      4.928571     5.770806
7      Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8  Robbie Grossman  MIN  OF   4100  0.00      7.840000     6.195966
9     Byron Buxton  MIN  OF   3500  7.00      5.413793     5.551816
10    Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         28         0.0 0.00     3 0.324 0.106
5         30         0.0 0.00     1 0.333 0.155
6         14         0.0 0.00     7 0.280 0.091
7         27         0.0 0.00     1 0.282 0.148
8         25         0.0 0.00     2 0.373 0.134
9         29         0.0 0.00     9 0.233 0.097
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 77.9 (142)"
      Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Lance McCullers  HOU   P  10200 22.85     19.781250     9.133453
2      Matt Harvey  NYM   P   6500 19.05      9.464286    10.919009
3     Jason Castro  MIN   C   3100  3.00      4.916667     5.266107
4    Kennys Vargas  MIN  1B   3800 10.00      8.285714     7.720388
5    Robinson Cano  SEA  2B   4400  0.00      9.606061     8.558400
6      Miguel Sano  MIN  3B   4600  0.00     11.303030     9.315595
7    Jorge Polanco  MIN  SS   3500  6.00      6.875000     4.736611
8     Mookie Betts  BOS  OF   5000  9.00      9.270270     9.631109
9    David Peralta  ARI  OF   4700  3.00      8.968750     8.956830
10      Max Kepler  MIN  OF   4000  5.00      8.392857     7.776219
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3         24         0.0 0.00     8 0.304 0.149
4         14         0.0 0.00     6 0.316 0.270
5         33         0.0 0.00     3 0.381 0.237
6         33         0.0 0.00     4 0.458 0.338
7         32         0.0 0.00     7 0.307 0.116
8         37         0.0 0.00     1 0.369 0.215
9         32         0.0 0.00     2 0.365 0.164
10        28         0.0 0.00     5 0.364 0.183

[1] "Total fpts: 75.4 (143)"
       Lineup (49) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Clayton Kershaw  LAD   P  13400 38.95     25.488889     8.471525
2     Amir Garrett  CIN   P   4800 -3.55     12.885714    15.522798
3      Kevan Smith  CWS   C   2500  3.00      2.714286     2.927700
4        Joe Mauer  MIN  1B   3900  0.00      7.321429     5.284874
5     Brian Dozier  MIN  2B   4400 14.00      8.733333     6.197515
6      Miguel Sano  MIN  3B   4600  0.00     11.303030     9.315595
7      Trea Turner  WSH  SS   4700 15.00      9.888889     9.966611
8  Robbie Grossman  MIN  OF   4100  0.00      7.840000     6.195966
9       Max Kepler  MIN  OF   4000  5.00      8.392857     7.776219
10    Leury Garcia  CWS  OF   3400  3.00      7.812500     7.411576
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         28         0.0 0.00     3 0.324 0.106
5         30         0.0 0.00     1 0.333 0.155
6         33         0.0 0.00     4 0.458 0.338
7         27         0.0 0.00     1 0.282 0.148
8         25         0.0 0.00     2 0.373 0.134
9         28         0.0 0.00     5 0.364 0.183
10        32         0.0 0.00     6 0.347 0.182

[1] "Total fpts: 50.2 (144)"
       Lineup (127) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Jhoulys Chacin   SD   P   7500 -17.3     13.877778    13.639719
2         RA Dickey  ATL   P   6700   2.5     10.600000     5.103780
3      Stephen Vogt  OAK   C   3100   7.0      4.666667     5.342140
4  Paul Goldschmidt  ARI  1B   5400  15.0     11.954545     8.490637
5     Brandon Drury  ARI  2B   3800   7.0      7.324324     6.896271
6         Jake Lamb  ARI  3B   5500  16.0     10.682927     8.235408
7      Elvis Andrus  TEX  SS   3800   0.0      7.833333     7.108623
8      Mookie Betts  BOS  OF   5000   9.0      9.270270     9.631109
9     David Peralta  ARI  OF   4700   3.0      8.968750     8.956830
10    Yasmany Tomas  ARI  OF   4300   8.0      8.911765     8.042944
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.3 1.22    NA 0.000 0.000
2          8         6.0 1.44    NA 0.000 0.000
3         27         0.0 0.00     7 0.276 0.139
4         44         0.0 0.00     3 0.443 0.265
5         37         0.0 0.00     6 0.349 0.178
6         41         0.0 0.00     4 0.405 0.277
7         42         0.0 0.00     2 0.334 0.150
8         37         0.0 0.00     1 0.369 0.215
9         32         0.0 0.00     2 0.365 0.164
10        34         0.0 0.00     5 0.344 0.252

[1] "Total fpts: NA (145)"
        Lineup (19) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Lance McCullers  HOU     P  10200 22.85     19.781250     9.133453
2    German Marquez  COL     P   6600 21.50           NaN           NA
3       Kevan Smith  CWS     C   2500  3.00      2.714286     2.927700
4  Paul Goldschmidt  ARI    1B   5400 15.00     11.954545     8.490637
5    Tyler Saladino  CWS 2B/SS   3400  3.00      5.280000     5.012651
6         Jake Lamb  ARI    3B   5500 16.00     10.682927     8.235408
7      Elvis Andrus  TEX    SS   3800  0.00      7.833333     7.108623
8     David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
9     Yasmany Tomas  ARI    OF   4300  8.00      8.911765     8.042944
10      Rey Fuentes <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         6.0 1.07    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3          7         0.0 0.00     8 0.191 0.067
4         44         0.0 0.00     3 0.443 0.265
5         25         0.0 0.00     2 0.272 0.077
6         41         0.0 0.00     4 0.405 0.277
7         42         0.0 0.00     2 0.334 0.150
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (146)"
        Lineup (29) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Clayton Kershaw  LAD     P  13400 38.95     25.488889     8.471525
2       Matt Harvey  NYM     P   6500 19.05      9.464286    10.919009
3      Juan Centeno  HOU     C   2000 21.00           NaN           NA
4  Paul Goldschmidt  ARI    1B   5400 15.00     11.954545     8.490637
5  Cliff Pennington  LAA 2B/SS   2000  5.00      5.900000     5.173651
6         Jake Lamb  ARI    3B   5500 16.00     10.682927     8.235408
7   Alcides Escobar   KC    SS   2400  4.00      3.658537     3.546898
8     David Peralta  ARI    OF   4700  3.00      8.968750     8.956830
9     Yasmany Tomas  ARI    OF   4300  8.00      8.911765     8.042944
10      Rey Fuentes <NA>  <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         5.7 1.43    NA 0.000 0.000
3          0         0.0 0.00     8 0.000 0.000
4         44         0.0 0.00     3 0.443 0.265
5         10         0.0 0.00     9 0.299 0.000
6         41         0.0 0.00     4 0.405 0.277
7         41         0.0 0.00     1 0.195 0.056
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (147)"
         Lineup (61) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Carlos Carrasco  CLE    P   9900 11.65     21.921429    10.205344
2  Jordan Montgomery  NYY    P   6800 23.80     13.557143     3.885703
3    Jonathan Lucroy  TEX    C   3800  5.00      6.000000     5.994250
4   Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5       Rougned Odor  TEX   2B   3700 10.00      5.930233     5.560898
6          Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7         Ryan Goins  TOR   SS   2300 10.00      4.806452     5.985646
8      David Peralta  ARI   OF   4700  3.00      8.968750     8.956830
9      Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
10       Rey Fuentes <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         6.5 0.88    NA 0.000 0.000
2          7         5.6 1.40    NA 0.000 0.000
3         30         0.0 0.00     4 0.321 0.135
4         44         0.0 0.00     3 0.443 0.265
5         43         0.0 0.00     5 0.264 0.148
6         41         0.0 0.00     4 0.405 0.277
7         31         0.0 0.00     8 0.245 0.114
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (148)"
        Lineup (79) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Jon Lester  CHC    P  11100 42.35     16.672222     7.533347
2      Amir Garrett  CIN    P   4800 -3.55     12.885714    15.522798
3       Drew Butera   KC    C   2200  0.00      6.700000     9.006788
4  Paul Goldschmidt  ARI   1B   5400 15.00     11.954545     8.490637
5        Dee Gordon  MIA   2B   3700 25.00      7.605263     6.574066
6         Jake Lamb  ARI   3B   5500 16.00     10.682927     8.235408
7       Trea Turner  WSH   SS   4700 15.00      9.888889     9.966611
8     David Peralta  ARI   OF   4700  3.00      8.968750     8.956830
9     Yasmany Tomas  ARI   OF   4300  8.00      8.911765     8.042944
10      Rey Fuentes <NA> <NA>     NA    NA           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.9 1.34    NA 0.000 0.000
2          7         5.7 1.28    NA 0.000 0.000
3         10         0.0 0.00     9 0.329 0.200
4         44         0.0 0.00     3 0.443 0.265
5         38         0.0 0.00     1 0.293 0.059
6         41         0.0 0.00     4 0.405 0.277
7         27         0.0 0.00     1 0.282 0.148
8         32         0.0 0.00     2 0.365 0.164
9         34         0.0 0.00     5 0.344 0.252
10         0          NA   NA    NA    NA    NA

[1] "Total fpts: NA (149)"
            Lineup (90) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Clayton Kershaw  LAD    P  13400 38.95     25.488889     8.471525
2        German Marquez  COL    P   6600 21.50           NaN           NA
3          James McCann  DET    C   2800  5.00      6.291667     7.635610
4        Miguel Cabrera  DET   1B   4400  5.00      8.320000     7.221034
5           Ian Kinsler  DET   2B   4000  2.00      6.733333     6.627702
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET   SS   2400  0.00      5.785714     6.373307
8          Mookie Betts  BOS   OF   5000  9.00      9.270270     9.631109
9         David Peralta  ARI   OF   4700  3.00      8.968750     8.956830
10     Ezequiel Carrera  TOR   OF   3100  0.00      6.769231     5.701282
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          0         5.8 1.24    NA 0.000 0.000
3         24         0.0 0.00     8 0.299 0.229
4         25         0.0 0.00     3 0.354 0.174
5         30         0.0 0.00     1 0.316 0.130
6          0          NA   NA    NA    NA    NA
7         28         0.0 0.00     9 0.231 0.108
8         37         0.0 0.00     1 0.369 0.215
9         32         0.0 0.00     2 0.365 0.164
10        26         0.0 0.00     2 0.317 0.113

[1] "Total fpts: NA (150)"
            Lineup (92) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Clayton Kershaw  LAD    P  13400 38.95     25.488889     8.471525
2       Carlos Carrasco  CLE    P   9900 11.65     21.921429    10.205344
3          James McCann  DET    C   2800  5.00      6.291667     7.635610
4       Kendrys Morales  TOR   1B   4000 16.00      6.871795     8.053046
5           Ian Kinsler  DET   2B   4000  2.00      6.733333     6.627702
6  Nicholas Castellanos <NA> <NA>     NA    NA           NaN           NA
7         Jose Iglesias  DET   SS   2400  0.00      5.785714     6.373307
8     Andrew Benintendi  BOS   OF   3900 17.00      7.756757     7.793892
9          Leury Garcia  CWS   OF   3400  3.00      7.812500     7.411576
10        Mikie Mahtook  DET   OF   2600 16.00      4.000000     3.201562
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         7.0 0.89    NA 0.000 0.000
2          7         6.5 0.88    NA 0.000 0.000
3         24         0.0 0.00     8 0.299 0.229
4         39         0.0 0.00     4 0.308 0.176
5         30         0.0 0.00     1 0.316 0.130
6          0          NA   NA    NA    NA    NA
7         28         0.0 0.00     9 0.231 0.108
8         37         0.0 0.00     4 0.338 0.143
9         32         0.0 0.00     6 0.347 0.182
10         9         0.0 0.00     7 0.262 0.130



***********************************************************************************************
Contest 25: 2017-05-24 $33.00entry_MLB$225KFASTBALL
***********************************************************************************************
[1] "PnL: -4070"
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."
[1] "Warning: Daniel Robertson fpts score may be incorrect b/c same name on different teams."

[1] "Total fpts: 134.55 (1)"
      Lineup (99) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Luis Severino  NYY   P   9900 33.00     18.918750    13.864985
2  Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3     Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4    Yuli Gurriel  HOU  1B   2700  4.00      6.600000     7.453766
5   Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6    Alex Bregman  HOU  3B   3500 27.00      5.615385     4.139765
7     Trea Turner  WSH  SS   4800 17.00     10.071429     9.827884
8    Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9  Carlos Beltran  HOU  OF   3600  0.00      6.194444     6.172841
10 Norichika Aoki  HOU  OF   3100  5.00      4.923077     5.656310
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         34         0.0 0.00     3 0.374 0.232
6         39         0.0 0.00     7 0.300 0.094
7         28         0.0 0.00     1 0.289 0.157
8         38         0.0 0.00     1 0.368 0.210
9         36         0.0 0.00     5 0.292 0.143
10        26         0.0 0.00     8 0.278 0.063

[1] "Total fpts: 134.3 (2)"
       Lineup (37) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2   Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6     Alex Bregman  HOU  3B   3500 27.00      5.615385     4.139765
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
10     Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6 1.40    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         39         0.0 0.00     7 0.300 0.094
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     2 0.495 0.411
9         38         0.0 0.00     1 0.368 0.210
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 134.05 (3)"
         Lineup (70) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2     Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3       Tony Wolters  COL     C   2900  7.00      6.500000     4.817730
4        Ian Desmond  COL 1B/OF   4100 10.00      7.777778     8.214446
5  Yangervis Solarte   SD    2B   2800 16.00      5.738095     5.365016
6     Mike Moustakas   KC    3B   3800  0.00      8.055556     6.511284
7       Trevor Story  COL    SS   4500 11.00      7.321429     6.104361
8    Carlos Gonzalez  COL    OF   4500 24.00      6.378378     5.319520
9        Chris Young  BOS    OF   3600  6.00      6.704762     7.247532
10     Gerardo Parra  COL    OF   3400  5.00      7.500000     7.156815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         20         0.0 0.00     8 0.361 0.088
4         18         0.0 0.00     5 0.301 0.132
5         42         0.0 0.00     2 0.299 0.105
6         36         0.0 0.00     2 0.330 0.244
7         28         0.0 0.00     7 0.291 0.222
8         37         0.0 0.00     4 0.307 0.123
9         21         0.0 0.00     5 0.332 0.140
10        26         0.0 0.00     6 0.312 0.149

[1] "Total fpts: 129.05 (4)"
         Lineup (40) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2     Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3       Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4       Chris Carter  NYY  1B   3700  2.00      6.043478     6.160566
5  Yangervis Solarte   SD  2B   2800 16.00      5.738095     5.365016
6      Chase Headley  NYY  3B   3300  0.00      7.459459     5.942290
7     Didi Gregorius  NYY  SS   3800 21.00      8.047619     6.778467
8      Brett Gardner  NYY  OF   4700  5.00     10.558824     9.544763
9        Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
10   Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         23         0.0 0.00     9 0.309 0.184
5         42         0.0 0.00     2 0.299 0.105
6         37         0.0 0.00     7 0.308 0.146
7         21         0.0 0.00     8 0.355 0.112
8         34         0.0 0.00     1 0.373 0.247
9         21         0.0 0.00     5 0.332 0.140
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 124.05 (5)"
         Lineup (14) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2     Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3       Luis Torrens   SD   C   2000 12.00      1.000000     1.414214
4     Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5     Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6        Kyle Seager  SEA  3B   3500  7.00      6.375000     5.433455
7    Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8  Andrew Benintendi  BOS  OF   4200  7.00      8.000000     7.832710
9        Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
10   Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3          5         0.0 0.00     8 0.117 0.000
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         40         0.0 0.00     2 0.319 0.123
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     6 0.346 0.140
9         21         0.0 0.00     5 0.332 0.140
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 124.05 (6)"
       Lineup (79) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2   Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4    Anthony Rizzo  CHC    1B   4900 33.00      8.575000     7.523936
5         Ian Happ  CHC    2B   4100  2.00     10.375000     7.482122
6      Kris Bryant  CHC    3B   5100  2.00     10.894737     9.246736
7    Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8    Jason Heyward  CHC    OF   3200 10.00      7.370370     6.355786
9  Kevin Kiermaier   TB    OF   3100 14.00      6.159091     6.320668
10   Albert Almora  CHC    OF   2900  0.00      5.900000     5.627938
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         40         0.0 0.00     4 0.352 0.204
5          8         0.0 0.00     5 0.464 0.387
6         38         0.0 0.00     3 0.422 0.279
7         11         0.0 0.00     6 0.351 0.167
8         27         0.0 0.00     6 0.329 0.138
9         44         0.0 0.00     2 0.281 0.090
10        20         0.0 0.00     2 0.308 0.125

[1] "Total fpts: 120.05 (7)"
         Lineup (92) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2     Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3        Mike Zunino  SEA     C   2700  0.00      4.571429     3.982103
4        Ian Desmond  COL 1B/OF   4100 10.00      7.777778     8.214446
5        DJ LeMahieu  COL    2B   4700  7.00      7.300000     7.118773
6      Nolan Arenado  COL    3B   5200  7.00      9.390244     8.206333
7      Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8    Carlos Gonzalez  COL    OF   4500 24.00      6.378378     5.319520
9      Gerardo Parra  COL    OF   3400  5.00      7.500000     7.156815
10 Guillermo Heredia  SEA    OF   2400  6.00      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         18         0.0 0.00     5 0.301 0.132
5         40         0.0 0.00     2 0.341 0.092
6         41         0.0 0.00     3 0.387 0.285
7         11         0.0 0.00     6 0.351 0.167
8         37         0.0 0.00     4 0.307 0.123
9         26         0.0 0.00     6 0.312 0.149
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 119.05 (8)"
        Lineup (10) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2    Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3       Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4    Logan Morrison   TB    1B   4100 11.00      9.243243     7.733065
5  Daniel Robertson  CLE    OF   2600  5.00      5.208333     4.907662
6     Evan Longoria   TB    3B   4000  5.00      7.250000     7.048421
7     Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8      Mookie Betts  BOS    OF   5100 14.00      9.263158     9.500168
9   Corey Dickerson   TB    OF   4700  7.00     10.225000     8.534958
10  Kevin Kiermaier   TB    OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         37         0.0 0.00     4 0.367 0.289
5         24         0.0 0.00     9 0.289 0.200
6         44         0.0 0.00     3 0.313 0.163
7         11         0.0 0.00     6 0.351 0.167
8         38         0.0 0.00     1 0.368 0.210
9         40         0.0 0.00     1 0.426 0.292
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 118.8 (9)"
      Lineup (28) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2      Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3    Derek Norris   TB   C   2800  0.0      5.705882     5.513232
4  Logan Morrison   TB  1B   4100 11.0      9.243243     7.733065
5  Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6     Kyle Seager  SEA  3B   3500  7.0      6.375000     5.433455
7     Tim Beckham   TB  SS   2900  0.0      7.023810     8.203176
8    Mookie Betts  BOS  OF   5100 14.0      9.263158     9.500168
9    Colby Rasmus   TB  OF   3200 14.0      8.571429     9.677208
10   Steven Souza   TB  OF   3200 30.0      6.564103     6.340326
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         37         0.0 0.00     4 0.367 0.289
5         36         0.0 0.00     2 0.328 0.089
6         40         0.0 0.00     2 0.319 0.123
7         42         0.0 0.00     5 0.319 0.168
8         38         0.0 0.00     1 0.368 0.210
9         14         0.0 0.00     6 0.337 0.263
10        39         0.0 0.00     7 0.343 0.167

[1] "Total fpts: 118.6 (10)"
       Lineup (77) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2  Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3    Yadier Molina  STL   C   2900 16.0      6.228571     5.672875
4   Matt Carpenter  STL  1B   3700 10.0      8.305556     7.126688
5      Jose Altuve  HOU  2B   5100  5.0     10.100000     8.295195
6      Jedd Gyorko  STL  3B   3400 15.0      9.400000     8.327768
7     Aledmys Diaz  STL  SS   3600 11.0      6.972222     8.459943
8     Mookie Betts  BOS  OF   5100 14.0      9.263158     9.500168
9   Randal Grichuk  STL  OF   3400  2.0      7.055556     6.815715
10 Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         35         0.0 0.00     5 0.297 0.119
4         36         0.0 0.00     3 0.359 0.235
5         40         0.0 0.00     3 0.379 0.205
6         30         0.0 0.00     4 0.407 0.258
7         36         0.0 0.00     6 0.299 0.142
8         38         0.0 0.00     1 0.368 0.210
9         36         0.0 0.00     7 0.286 0.148
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 116.9 (11)"
      Lineup (104) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Luis Severino  NYY   P   9900 33.0     18.918750    13.864985
2    Julio Teheran  ATL   P   8200 21.9      9.933333    12.703592
3      Mike Zunino  SEA   C   2700  0.0      4.571429     3.982103
4   Hanley Ramirez  BOS  1B   4600  2.0      7.709677     6.512519
5   Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6    Evan Longoria   TB  3B   4000  5.0      7.250000     7.048421
7  Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8     Mookie Betts  BOS  OF   5100 14.0      9.263158     9.500168
9      Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
10 Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          9         5.5 1.48    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         44         0.0 0.00     3 0.313 0.163
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         21         0.0 0.00     5 0.332 0.140
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 115.8 (12)"
         Lineup (21) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2         Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3       Gary Sanchez  NYY   C   4500 10.0      8.000000     7.888106
4       Yuli Gurriel  HOU  1B   2700  4.0      6.600000     7.453766
5  Yangervis Solarte   SD  2B   2800 16.0      5.738095     5.365016
6       Alex Bregman  HOU  3B   3500 27.0      5.615385     4.139765
7        Trea Turner  WSH  SS   4800 17.0     10.071429     9.827884
8    George Springer  HOU  OF   4200  5.0      7.756757     6.660019
9     Norichika Aoki  HOU  OF   3100  5.0      4.923077     5.656310
10    Jake Marisnick  HOU  OF   2900  0.0      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         30         0.0 0.00     6 0.309 0.141
5         42         0.0 0.00     2 0.299 0.105
6         39         0.0 0.00     7 0.300 0.094
7         28         0.0 0.00     1 0.289 0.157
8         37         0.0 0.00     1 0.312 0.177
9         26         0.0 0.00     8 0.278 0.063
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 115.05 (13)"
      Lineup (81) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2  Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3    Luis Torrens   SD   C   2000 12.00      1.000000     1.414214
4  Ryan Zimmerman  WSH  1B   4600  5.00     12.000000     9.204742
5   Daniel Murphy  WSH  2B   5000  7.00      9.540541     9.017251
6  Anthony Rendon  WSH  3B   3700 18.00      9.114286    13.457496
7     Erick Aybar   SD  SS   2300  0.00      5.783784     6.386336
8    Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9    Jayson Werth  WSH  OF   3800  4.00      7.882353     8.325808
10  Tyler Collins  DET  OF   2700 10.00      6.480000     9.354678
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3          5         0.0 0.00     8 0.117 0.000
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         37         0.0 0.00     7 0.281 0.124
8         35         0.0 0.00     3 0.472 0.329
9         34         0.0 0.00     2 0.379 0.188
10        25         0.0 0.00     8 0.283 0.138

[1] "Total fpts: 114.05 (14)"
      Lineup (128) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4   Logan Morrison   TB  1B   4100 11.00      9.243243     7.733065
5    Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6    Evan Longoria   TB  3B   4000  5.00      7.250000     7.048421
7      Tim Beckham   TB  SS   2900  0.00      7.023810     8.203176
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9     Colby Rasmus   TB  OF   3200 14.00      8.571429     9.677208
10    Steven Souza   TB  OF   3200 30.00      6.564103     6.340326
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         32         0.0  0.0     3 0.373 0.214
4         37         0.0  0.0     4 0.367 0.289
5         34         0.0  0.0     3 0.374 0.232
6         44         0.0  0.0     3 0.313 0.163
7         42         0.0  0.0     5 0.319 0.168
8         39         0.0  0.0     2 0.495 0.411
9         14         0.0  0.0     6 0.337 0.263
10        39         0.0  0.0     7 0.343 0.167

[1] "Total fpts: 113.3 (15)"
       Lineup (142) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Luis Severino  NYY   P   9900 33.0     18.918750    13.864985
2   Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3       Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4      Yuli Gurriel  HOU  1B   2700  4.0      6.600000     7.453766
5       Jose Altuve  HOU  2B   5100  5.0     10.100000     8.295195
6      Alex Bregman  HOU  3B   3500 27.0      5.615385     4.139765
7   Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8  Charlie Blackmon  COL  OF   5600  9.0     11.950000     8.518306
9  Michael Conforto  NYM  OF   4900 14.0     12.935484    11.389865
10   Carlos Beltran  HOU  OF   3600  0.0      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         40         0.0 0.00     3 0.379 0.205
6         39         0.0 0.00     7 0.300 0.094
7         36         0.0 0.00     3 0.373 0.116
8         40         0.0 0.00     1 0.402 0.295
9         31         0.0 0.00     1 0.468 0.380
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 112.05 (16)"
       Lineup (38) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2   Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3      Mike Zunino  SEA   C   2700  0.00      4.571429     3.982103
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6    Deven Marrero  BOS  3B   2700 10.00      4.000000     4.183300
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9    Manuel Margot   SD  OF   2800  0.00      6.634146     5.864112
10   Tyler Collins  DET  OF   2700 10.00      6.480000     9.354678
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6          9         0.0 0.00     9 0.192 0.051
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         41         0.0 0.00     1 0.307 0.131
10        25         0.0 0.00     8 0.283 0.138

[1] "Total fpts: 111.3 (17)"
         Lineup (93) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   9900 33.0     18.918750    13.864985
2    Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3        Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4     Hanley Ramirez  BOS  1B   4600  2.0      7.709677     6.512519
5     Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6       Alex Bregman  HOU  3B   3500 27.0      5.615385     4.139765
7    Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8       Bryce Harper  WSH  OF   5400  4.0     12.800000    11.166652
9  Andrew Benintendi  BOS  OF   4200  7.0      8.000000     7.832710
10       Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         39         0.0 0.00     7 0.300 0.094
7         36         0.0 0.00     3 0.373 0.116
8         35         0.0 0.00     3 0.472 0.329
9         38         0.0 0.00     6 0.346 0.140
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 110.85 (18)"
       Lineup (51) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3    Tyler Flowers  ATL     C   3700  2.00      7.833333     6.518647
4       Matt Adams  ATL 1B/OF   3500  8.00      4.428571     5.912054
5    Jace Peterson  ATL 2B/OF   3000  9.00      4.666667     3.760974
6         Rio Ruiz  ATL    3B   2900 14.00      6.000000     7.842194
7    Freddy Galvis  PHI    SS   3200  6.00      6.564103     5.669841
8        Matt Kemp  ATL    OF   4800 10.00     10.281250     9.987845
9      Chris Young  BOS    OF   3600  6.00      6.704762     7.247532
10 Kevin Kiermaier   TB    OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         24         0.0 0.00     6 0.428 0.105
4          7         0.0 0.00     5 0.372 0.200
5         24         0.0 0.00     8 0.270 0.066
6          5         0.0 0.00     7 0.313 0.188
7         39         0.0 0.00     2 0.290 0.169
8         32         0.0 0.00     4 0.416 0.266
9         21         0.0 0.00     5 0.332 0.140
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 110.3 (19)"
      Lineup (134) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Luis Severino  NYY   P   9900 33.0     18.918750    13.864985
2  Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3     Gary Sanchez  NYY   C   4500 10.0      8.000000     7.888106
4   Logan Morrison   TB  1B   4100 11.0      9.243243     7.733065
5    Daniel Murphy  WSH  2B   5000  7.0      9.540541     9.017251
6    Evan Longoria   TB  3B   4000  5.0      7.250000     7.048421
7      Tim Beckham   TB  SS   2900  0.0      7.023810     8.203176
8     Mookie Betts  BOS  OF   5100 14.0      9.263158     9.500168
9  Corey Dickerson   TB  OF   4700  7.0     10.225000     8.534958
10 Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         37         0.0 0.00     4 0.367 0.289
5         37         0.0 0.00     5 0.412 0.247
6         44         0.0 0.00     3 0.313 0.163
7         42         0.0 0.00     5 0.319 0.168
8         38         0.0 0.00     1 0.368 0.210
9         40         0.0 0.00     1 0.426 0.292
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 110.05 (20)"
        Lineup (65) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2        Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3      Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4    Logan Morrison   TB  1B   4100 11.00      9.243243     7.733065
5  Daniel Robertson  CLE  OF   2600  5.00      5.208333     4.907662
6     Evan Longoria   TB  3B   4000  5.00      7.250000     7.048421
7       Trea Turner  WSH  SS   4800 17.00     10.071429     9.827884
8        Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9   Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10  Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         19         0.0  0.0     2 0.355 0.173
4         37         0.0  0.0     4 0.367 0.289
5         24         0.0  0.0     9 0.289 0.200
6         44         0.0  0.0     3 0.313 0.163
7         28         0.0  0.0     1 0.289 0.157
8         39         0.0  0.0     2 0.495 0.411
9         40         0.0  0.0     1 0.426 0.292
10        44         0.0  0.0     2 0.281 0.090

[1] "Total fpts: 109.8 (21)"
        Lineup (58) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2        Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3     Yadier Molina  STL   C   2900 16.0      6.228571     5.672875
4    Matt Carpenter  STL  1B   3700 10.0      8.305556     7.126688
5    Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6       Jedd Gyorko  STL  3B   3400 15.0      9.400000     8.327768
7      Aledmys Diaz  STL  SS   3600 11.0      6.972222     8.459943
8   George Springer  HOU  OF   4200  5.0      7.756757     6.660019
9       Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
10 Stephen Piscotty  STL  OF   3600  4.0      7.375000     6.632020
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         35         0.0 0.00     5 0.297 0.119
4         36         0.0 0.00     3 0.359 0.235
5         36         0.0 0.00     2 0.328 0.089
6         30         0.0 0.00     4 0.407 0.258
7         36         0.0 0.00     6 0.299 0.142
8         37         0.0 0.00     1 0.312 0.177
9         21         0.0 0.00     5 0.332 0.140
10        24         0.0 0.00     2 0.343 0.125

[1] "Total fpts: 108.85 (22)"
          Lineup (5) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2     Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3        Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4     Logan Morrison   TB  1B   4100 11.00      9.243243     7.733065
5  Yangervis Solarte   SD  2B   2800 16.00      5.738095     5.365016
6      Evan Longoria   TB  3B   4000  5.00      7.250000     7.048421
7        Tim Beckham   TB  SS   2900  0.00      7.023810     8.203176
8    George Springer  HOU  OF   4200  5.00      7.756757     6.660019
9       Colby Rasmus   TB  OF   3200 14.00      8.571429     9.677208
10   Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         37         0.0 0.00     4 0.367 0.289
5         42         0.0 0.00     2 0.299 0.105
6         44         0.0 0.00     3 0.313 0.163
7         42         0.0 0.00     5 0.319 0.168
8         37         0.0 0.00     1 0.312 0.177
9         14         0.0 0.00     6 0.337 0.263
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 108.8 (23)"
        Lineup (30) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2        Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3      Derek Norris   TB     C   2800  0.0      5.705882     5.513232
4       Eric Hosmer   KC    1B   3900  2.0      7.119048     5.877623
5  Daniel Robertson  CLE    OF   2600  5.0      5.208333     4.907662
6   Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7       Trea Turner  WSH    SS   4800 17.0     10.071429     9.827884
8   Corey Dickerson   TB    OF   4700  7.0     10.225000     8.534958
9      Colby Rasmus   TB    OF   3200 14.0      8.571429     9.677208
10     Steven Souza   TB    OF   3200 30.0      6.564103     6.340326
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         42         0.0 0.00     4 0.339 0.107
5         24         0.0 0.00     9 0.289 0.200
6         26         0.0 0.00     2 0.413 0.337
7         28         0.0 0.00     1 0.289 0.157
8         40         0.0 0.00     1 0.426 0.292
9         14         0.0 0.00     6 0.337 0.263
10        39         0.0 0.00     7 0.343 0.167

[1] "Total fpts: 108.75 (24)"
      Lineup (119) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Luis Severino  NYY     P   9900 33.00     18.918750    13.864985
2   Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3     Gary Sanchez  NYY     C   4500 10.00      8.000000     7.888106
4       Alex Avila  DET  1B/C   3500  6.00      9.777778     9.570516
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7  Xander Bogaerts  BOS    SS   4700 10.00      9.027778     6.420886
8  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
9   Norichika Aoki  HOU    OF   3100  5.00      4.923077     5.656310
10  Jake Marisnick  HOU    OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         18         0.0 0.00     2 0.477 0.293
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         36         0.0 0.00     3 0.373 0.116
8         37         0.0 0.00     1 0.312 0.177
9         26         0.0 0.00     8 0.278 0.063
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 108.4 (25)"
       Lineup (150) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Luis Severino  NYY   P   9900 33.0     18.918750    13.864985
2         Rich Hill  LAD   P   8900  0.4           NaN           NA
3      Derek Norris   TB   C   2800  0.0      5.705882     5.513232
4    Hanley Ramirez  BOS  1B   4600  2.0      7.709677     6.512519
5  Daniel Robertson  CLE  OF   2600  5.0      5.208333     4.907662
6     Nolan Arenado  COL  3B   5200  7.0      9.390244     8.206333
7   Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8   Corey Dickerson   TB  OF   4700  7.0     10.225000     8.534958
9      Colby Rasmus   TB  OF   3200 14.0      8.571429     9.677208
10     Steven Souza   TB  OF   3200 30.0      6.564103     6.340326
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         31         0.0 0.00     4 0.347 0.168
5         24         0.0 0.00     9 0.289 0.200
6         41         0.0 0.00     3 0.387 0.285
7         36         0.0 0.00     3 0.373 0.116
8         40         0.0 0.00     1 0.426 0.292
9         14         0.0 0.00     6 0.337 0.263
10        39         0.0 0.00     7 0.343 0.167

[1] "Total fpts: 108.3 (26)"
       Lineup (145) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2    Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3        Sandy Leon  BOS   C   3300  0.00      7.285714     9.561082
4       Eric Hosmer   KC  1B   3900  2.00      7.119048     5.877623
5    Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6     Deven Marrero  BOS  3B   2700 10.00      4.000000     4.183300
7   Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8      Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9  Michael Conforto  NYM  OF   4900 14.00     12.935484    11.389865
10     Brandon Moss   KC  OF   3900  5.00      6.821429     7.333604
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          7         5.7  1.2    NA 0.000 0.000
3         21         0.0  0.0     8 0.307 0.182
4         42         0.0  0.0     4 0.339 0.107
5         36         0.0  0.0     2 0.328 0.089
6          9         0.0  0.0     9 0.192 0.051
7         36         0.0  0.0     3 0.373 0.116
8         38         0.0  0.0     1 0.368 0.210
9         31         0.0  0.0     1 0.468 0.380
10        28         0.0  0.0     7 0.298 0.250

[1] "Total fpts: 107.05 (27)"
       Lineup (82) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3     Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6    Deven Marrero  BOS  3B   2700 10.00      4.000000     4.183300
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9  Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10 Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         19         0.0  0.0     2 0.355 0.173
4         31         0.0  0.0     4 0.347 0.168
5         36         0.0  0.0     2 0.328 0.089
6          9         0.0  0.0     9 0.192 0.051
7         36         0.0  0.0     3 0.373 0.116
8         38         0.0  0.0     1 0.368 0.210
9         40         0.0  0.0     1 0.426 0.292
10        44         0.0  0.0     2 0.281 0.090

[1] "Total fpts: 106.85 (28)"
          Lineup (9) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2     Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3    Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4          Wil Myers   SD  1B   3800 12.00      8.627907     7.967264
5  Yangervis Solarte   SD  2B   2800 16.00      5.738095     5.365016
6       Ryan Schimpf   SD  3B   3300  0.00      6.470588     7.427367
7        Trea Turner  WSH  SS   4800 17.00     10.071429     9.827884
8        Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
9     Hunter Renfroe   SD  OF   3000 14.00      5.904762     6.892235
10     Manuel Margot   SD  OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         43         0.0 0.00     3 0.355 0.255
5         42         0.0 0.00     2 0.299 0.105
6         34         0.0 0.00     4 0.324 0.269
7         28         0.0 0.00     1 0.289 0.157
8         21         0.0 0.00     5 0.332 0.140
9         42         0.0 0.00     5 0.304 0.201
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 106.85 (29)"
        Lineup (74) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2    Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3     Yadier Molina  STL     C   2900 16.00      6.228571     5.672875
4    Matt Carpenter  STL    1B   3700 10.00      8.305556     7.126688
5  Cliff Pennington  LAA 2B/SS   2100  0.00      5.818182     4.915652
6       Jedd Gyorko  STL    3B   3400 15.00      9.400000     8.327768
7     Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8        Mike Trout  LAA    OF   5500 12.00     12.794872     7.248156
9     Dexter Fowler  STL    OF   4100  2.00      7.750000     8.587312
10 Stephen Piscotty  STL    OF   3600  4.00      7.375000     6.632020
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         35         0.0 0.00     5 0.297 0.119
4         36         0.0 0.00     3 0.359 0.235
5         11         0.0 0.00     9 0.306 0.000
6         30         0.0 0.00     4 0.407 0.258
7         11         0.0 0.00     6 0.351 0.167
8         39         0.0 0.00     2 0.495 0.411
9         32         0.0 0.00     1 0.314 0.220
10        24         0.0 0.00     2 0.343 0.125

[1] "Total fpts: 106.8 (30)"
          Lineup (4) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2         Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3        Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4       Yuli Gurriel  HOU  1B   2700  4.0      6.600000     7.453766
5        Jose Altuve  HOU  2B   5100  5.0     10.100000     8.295195
6       Alex Bregman  HOU  3B   3500 27.0      5.615385     4.139765
7        Trea Turner  WSH  SS   4800 17.0     10.071429     9.827884
8     Carlos Beltran  HOU  OF   3600  0.0      6.194444     6.172841
9    Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
10 Guillermo Heredia  SEA  OF   2400  6.0      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         40         0.0 0.00     3 0.379 0.205
6         39         0.0 0.00     7 0.300 0.094
7         28         0.0 0.00     1 0.289 0.157
8         36         0.0 0.00     5 0.292 0.143
9         44         0.0 0.00     2 0.281 0.090
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 106.55 (31)"
       Lineup (132) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Luis Severino  NYY   P   9900 33.00     18.918750    13.864985
2    Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3      Derek Norris   TB   C   2800  0.00      5.705882     5.513232
4         Wil Myers   SD  1B   3800 12.00      8.627907     7.967264
5  Daniel Robertson  CLE  OF   2600  5.00      5.208333     4.907662
6     Evan Longoria   TB  3B   4000  5.00      7.250000     7.048421
7      Corey Seager  LAD  SS   4700  7.00      9.050000     7.288734
8      Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9   Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10  Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         43         0.0 0.00     3 0.355 0.255
5         24         0.0 0.00     9 0.289 0.200
6         44         0.0 0.00     3 0.313 0.163
7         40         0.0 0.00     2 0.381 0.200
8         35         0.0 0.00     3 0.472 0.329
9         40         0.0 0.00     1 0.426 0.292
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 106.05 (32)"
        Lineup (53) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2    Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3     Tyler Flowers  ATL     C   3700  2.00      7.833333     6.518647
4        Matt Adams  ATL 1B/OF   3500  8.00      4.428571     5.912054
5  Brandon Phillips  ATL    2B   4400  8.00      7.914286     7.329920
6    Mike Moustakas   KC    3B   3800  0.00      8.055556     6.511284
7       Tim Beckham   TB    SS   2900  0.00      7.023810     8.203176
8         Matt Kemp  ATL    OF   4800 10.00     10.281250     9.987845
9     Nick Markakis  ATL    OF   3400  9.00      7.142857     4.677770
10  Kevin Kiermaier   TB    OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         24         0.0 0.00     6 0.428 0.105
4          7         0.0 0.00     5 0.372 0.200
5         35         0.0 0.00     2 0.347 0.129
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     5 0.319 0.168
8         32         0.0 0.00     4 0.416 0.266
9         42         0.0 0.00     3 0.340 0.095
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 105.85 (33)"
        Lineup (15) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2    Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3      Derek Norris   TB   C   2800  0.00      5.705882     5.513232
4    Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5  Daniel Robertson  CLE  OF   2600  5.00      5.208333     4.907662
6    Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7     Freddy Galvis  PHI  SS   3200  6.00      6.564103     5.669841
8   Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
9      Steven Souza   TB  OF   3200 30.00      6.564103     6.340326
10  Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         31         0.0 0.00     4 0.347 0.168
5         24         0.0 0.00     9 0.289 0.200
6         36         0.0 0.00     2 0.330 0.244
7         39         0.0 0.00     2 0.290 0.169
8         40         0.0 0.00     1 0.426 0.292
9         39         0.0 0.00     7 0.343 0.167
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 105.05 (34)"
      Lineup (63) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2  Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3    Matt Wieters  WSH     C   3600  3.00      7.962963     8.680134
4  Ryan Zimmerman  WSH    1B   4600  5.00     12.000000     9.204742
5   Daniel Murphy  WSH    2B   5000  7.00      9.540541     9.017251
6  Anthony Rendon  WSH    3B   3700 18.00      9.114286    13.457496
7   Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8  Michael Taylor  WSH    OF   3700  5.00      7.227273     6.618386
9     Chris Young  BOS    OF   3600  6.00      6.704762     7.247532
10  Manuel Margot   SD    OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         27         0.0 0.00     7 0.354 0.155
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         11         0.0 0.00     6 0.351 0.167
8         22         0.0 0.00     8 0.312 0.160
9         21         0.0 0.00     5 0.332 0.140
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 104.6 (35)"
       Lineup (84) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2  Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3   Miguel Montero  CHC   C   3000 10.0      9.181818     7.833495
4    Anthony Rizzo  CHC  1B   4900 33.0      8.575000     7.523936
5         Ian Happ  CHC  2B   4100  2.0     10.375000     7.482122
6   Mike Moustakas   KC  3B   3800  0.0      8.055556     6.511284
7  Addison Russell  CHC  SS   3500  7.0      7.228571     7.186940
8  George Springer  HOU  OF   4200  5.0      7.756757     6.660019
9      Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
10   Jason Heyward  CHC  OF   3200 10.0      7.370370     6.355786
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         11         0.0 0.00     8 0.361 0.182
4         40         0.0 0.00     4 0.352 0.204
5          8         0.0 0.00     5 0.464 0.387
6         36         0.0 0.00     2 0.330 0.244
7         35         0.0 0.00     7 0.273 0.136
8         37         0.0 0.00     1 0.312 0.177
9         21         0.0 0.00     5 0.332 0.140
10        27         0.0 0.00     6 0.329 0.138

[1] "Total fpts: 104.3 (36)"
     Lineup (144) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
2  Kyle Hendricks  CHC     P   8500 22.75     16.585714     4.720586
3   Tyler Flowers  ATL     C   3700  2.00      7.833333     6.518647
4      Matt Adams  ATL 1B/OF   3500  8.00      4.428571     5.912054
5     Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6        Rio Ruiz  ATL    3B   2900 14.00      6.000000     7.842194
7     Jean Segura  SEA    SS   4200  0.00     10.062500     7.483045
8    Mookie Betts  BOS    OF   5100 14.00      9.263158     9.500168
9       Matt Kemp  ATL    OF   4800 10.00     10.281250     9.987845
10  Nick Markakis  ATL    OF   3400  9.00      7.142857     4.677770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          7         5.7  1.2    NA 0.000 0.000
3         24         0.0  0.0     6 0.428 0.105
4          7         0.0  0.0     5 0.372 0.200
5         40         0.0  0.0     3 0.379 0.205
6          5         0.0  0.0     7 0.313 0.188
7         32         0.0  0.0     1 0.377 0.137
8         38         0.0  0.0     1 0.368 0.210
9         32         0.0  0.0     4 0.416 0.266
10        42         0.0  0.0     3 0.340 0.095

[1] "Total fpts: 102.5 (37)"
      Lineup (138) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
2   Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3     Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4   Danny Valencia  SEA  1B   2900  3.00      6.117647     7.095729
5    Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6      Kyle Seager  SEA  3B   3500  7.00      6.375000     5.433455
7      Jean Segura  SEA  SS   4200  0.00     10.062500     7.483045
8     Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9  Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10       Ben Gamel  SEA  OF   3300  3.00      8.208333     9.036059
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7 1.20    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     4 0.314 0.161
5         34         0.0 0.00     3 0.374 0.232
6         40         0.0 0.00     2 0.319 0.123
7         32         0.0 0.00     1 0.377 0.137
8         35         0.0 0.00     3 0.472 0.329
9         40         0.0 0.00     1 0.426 0.292
10        24         0.0 0.00     5 0.366 0.152

[1] "Total fpts: 101.85 (38)"
       Lineup (66) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3    Yadier Molina  STL   C   2900 16.00      6.228571     5.672875
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5      Kolten Wong  STL  2B   3000  9.00      7.343750     5.750789
6      Jedd Gyorko  STL  3B   3400 15.00      9.400000     8.327768
7     Aledmys Diaz  STL  SS   3600 11.00      6.972222     8.459943
8  George Springer  HOU  OF   4200  5.00      7.756757     6.660019
9   Randal Grichuk  STL  OF   3400  2.00      7.055556     6.815715
10   Manuel Margot   SD  OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         35         0.0 0.00     5 0.297 0.119
4         31         0.0 0.00     4 0.347 0.168
5         32         0.0 0.00     8 0.340 0.124
6         30         0.0 0.00     4 0.407 0.258
7         36         0.0 0.00     6 0.299 0.142
8         37         0.0 0.00     1 0.312 0.177
9         36         0.0 0.00     7 0.286 0.148
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 100.6 (39)"
        Lineup (85) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2   Robert Gsellman  NYM     P   6200  9.3      4.914286     9.024490
3       Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4       Ian Desmond  COL 1B/OF   4100 10.0      7.777778     8.214446
5  Cliff Pennington  LAA 2B/SS   2100  0.0      5.818182     4.915652
6     Nolan Arenado  COL    3B   5200  7.0      9.390244     8.206333
7      Trevor Story  COL    SS   4500 11.0      7.321429     6.104361
8   Carlos Gonzalez  COL    OF   4500 24.0      6.378378     5.319520
9     Gerardo Parra  COL    OF   3400  5.0      7.500000     7.156815
10    Tyler Collins  DET    OF   2700 10.0      6.480000     9.354678
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         18         0.0 0.00     5 0.301 0.132
5         11         0.0 0.00     9 0.306 0.000
6         41         0.0 0.00     3 0.387 0.285
7         28         0.0 0.00     7 0.291 0.222
8         37         0.0 0.00     4 0.307 0.123
9         26         0.0 0.00     6 0.312 0.149
10        25         0.0 0.00     8 0.283 0.138

[1] "Total fpts: 100.5 (40)"
      Lineup (127) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Kyle Hendricks  CHC     P   8500 22.75     16.585714     4.720586
2   Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3       Sandy Leon  BOS     C   3300  0.00      7.285714     9.561082
4   Ryan Zimmerman  WSH    1B   4600  5.00     12.000000     9.204742
5    Daniel Murphy  WSH    2B   5000  7.00      9.540541     9.017251
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7      Trea Turner  WSH    SS   4800 17.00     10.071429     9.827884
8     Bryce Harper  WSH    OF   5400  4.00     12.800000    11.166652
9     Jayson Werth  WSH    OF   3800  4.00      7.882353     8.325808
10     Chris Young  BOS    OF   3600  6.00      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7 1.20    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         21         0.0 0.00     8 0.307 0.182
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         26         0.0 0.00     2 0.413 0.337
7         28         0.0 0.00     1 0.289 0.157
8         35         0.0 0.00     3 0.472 0.329
9         34         0.0 0.00     2 0.379 0.188
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 100.15 (41)"
       Lineup (89) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD    P   8900  0.40           NaN           NA
2   Tyler Chatwood  COL    P   6900 32.75     13.000000    11.333452
3       Sandy Leon  BOS    C   3300  0.00      7.285714     9.561082
4       Alex Avila  DET 1B/C   3500  6.00      9.777778     9.570516
5   Dustin Pedroia  BOS   2B   3900 11.00      6.833333     5.294202
6    Deven Marrero  BOS   3B   2700 10.00      4.000000     4.183300
7  Xander Bogaerts  BOS   SS   4700 10.00      9.027778     6.420886
8       Mike Trout  LAA   OF   5500 12.00     12.794872     7.248156
9     Bryce Harper  WSH   OF   5400  4.00     12.800000    11.166652
10    Mookie Betts  BOS   OF   5100 14.00      9.263158     9.500168
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         21         0.0 0.00     8 0.307 0.182
4         18         0.0 0.00     2 0.477 0.293
5         36         0.0 0.00     2 0.328 0.089
6          9         0.0 0.00     9 0.192 0.051
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     2 0.495 0.411
9         35         0.0 0.00     3 0.472 0.329
10        38         0.0 0.00     1 0.368 0.210

[1] "Total fpts: 100.05 (42)"
      Lineup (125) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF     P   7600  9.50     11.666667    13.482836
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4      Ian Desmond  COL 1B/OF   4100 10.00      7.777778     8.214446
5      DJ LeMahieu  COL    2B   4700  7.00      7.300000     7.118773
6    Nolan Arenado  COL    3B   5200  7.00      9.390244     8.206333
7  Xander Bogaerts  BOS    SS   4700 10.00      9.027778     6.420886
8  Carlos Gonzalez  COL    OF   4500 24.00      6.378378     5.319520
9      Chris Young  BOS    OF   3600  6.00      6.704762     7.247532
10   Gerardo Parra  COL    OF   3400  5.00      7.500000     7.156815
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         25         0.0  0.0     4 0.346 0.146
4         18         0.0  0.0     5 0.301 0.132
5         40         0.0  0.0     2 0.341 0.092
6         41         0.0  0.0     3 0.387 0.285
7         36         0.0  0.0     3 0.373 0.116
8         37         0.0  0.0     4 0.307 0.123
9         21         0.0  0.0     5 0.332 0.140
10        26         0.0  0.0     6 0.312 0.149

[1] "Total fpts: 99.8 (43)"
       Lineup (47) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3    Chris Stewart  PIT     C   2200  4.0      3.444444     3.358240
4        John Jaso  PIT 1B/OF   3000  0.0      5.666667     4.970501
5      Jose Altuve  HOU    2B   5100  5.0     10.100000     8.295195
6     David Freese  PIT    3B   3100 18.0      5.652174     5.773046
7     Jordy Mercer  PIT    SS   2700 24.0      5.350000     5.318328
8       Mike Trout  LAA    OF   5500 12.0     12.794872     7.248156
9  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
10     Danny Ortiz  PIT    OF   2900  0.0           NaN           NA
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3          9         0.0 0.00     8 0.289 0.091
4         18         0.0 0.00     5 0.303 0.170
5         40         0.0 0.00     3 0.379 0.205
6         23         0.0 0.00     4 0.357 0.183
7         40         0.0 0.00     6 0.293 0.082
8         39         0.0 0.00     2 0.495 0.411
9         37         0.0 0.00     1 0.312 0.177
10         0         0.0 0.00     7 0.162 0.000

[1] "Total fpts: 99.3 (44)"
       Lineup (64) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2   Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3      Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4     Yuli Gurriel  HOU  1B   2700  4.00      6.600000     7.453766
5      Jose Altuve  HOU  2B   5100  5.00     10.100000     8.295195
6     Alex Bregman  HOU  3B   3500 27.00      5.615385     4.139765
7      Jean Segura  SEA  SS   4200  0.00     10.062500     7.483045
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9  Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10  Carlos Beltran  HOU  OF   3600  0.00      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          7         5.7  1.2    NA 0.000 0.000
3         25         0.0  0.0     4 0.346 0.146
4         30         0.0  0.0     6 0.309 0.141
5         40         0.0  0.0     3 0.379 0.205
6         39         0.0  0.0     7 0.300 0.094
7         32         0.0  0.0     1 0.377 0.137
8         39         0.0  0.0     2 0.495 0.411
9         40         0.0  0.0     1 0.426 0.292
10        36         0.0  0.0     5 0.292 0.143

[1] "Total fpts: 99.15 (45)"
      Lineup (123) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3     Matt Wieters  WSH   C   3600  3.00      7.962963     8.680134
4   Ryan Zimmerman  WSH  1B   4600  5.00     12.000000     9.204742
5    Daniel Murphy  WSH  2B   5000  7.00      9.540541     9.017251
6   Anthony Rendon  WSH  3B   3700 18.00      9.114286    13.457496
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8     Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9  George Springer  HOU  OF   4200  5.00      7.756757     6.660019
10  Hunter Renfroe   SD  OF   3000 14.00      5.904762     6.892235
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         27         0.0 0.00     7 0.354 0.155
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         36         0.0 0.00     3 0.373 0.116
8         35         0.0 0.00     3 0.472 0.329
9         37         0.0 0.00     1 0.312 0.177
10        42         0.0 0.00     5 0.304 0.201

[1] "Total fpts: 98.8 (46)"
          Lineup (2) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2         Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3        Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4          Wil Myers   SD    1B   3800 12.0      8.627907     7.967264
5  Yangervis Solarte   SD    2B   2800 16.0      5.738095     5.365016
6       Ryan Schimpf   SD    3B   3300  0.0      6.470588     7.427367
7      Allen Cordoba   SD OF/SS   2500  6.0      5.727273     5.900693
8         Mike Trout  LAA    OF   5500 12.0     12.794872     7.248156
9    George Springer  HOU    OF   4200  5.0      7.756757     6.660019
10    Hunter Renfroe   SD    OF   3000 14.0      5.904762     6.892235
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         43         0.0 0.00     3 0.355 0.255
5         42         0.0 0.00     2 0.299 0.105
6         34         0.0 0.00     4 0.324 0.269
7         11         0.0 0.00     6 0.351 0.167
8         39         0.0 0.00     2 0.495 0.411
9         37         0.0 0.00     1 0.312 0.177
10        42         0.0 0.00     5 0.304 0.201

[1] "Total fpts: 98.7 (47)"
        Lineup (33) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2         Rich Hill  LAD     P   8900  0.4           NaN           NA
3      Gary Sanchez  NYY     C   4500 10.0      8.000000     7.888106
4    Logan Morrison   TB    1B   4100 11.0      9.243243     7.733065
5  Cliff Pennington  LAA 2B/SS   2100  0.0      5.818182     4.915652
6     Evan Longoria   TB    3B   4000  5.0      7.250000     7.048421
7       Tim Beckham   TB    SS   2900  0.0      7.023810     8.203176
8       Chris Young  BOS    OF   3600  6.0      6.704762     7.247532
9      Colby Rasmus   TB    OF   3200 14.0      8.571429     9.677208
10     Steven Souza   TB    OF   3200 30.0      6.564103     6.340326
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         37         0.0 0.00     4 0.367 0.289
5         11         0.0 0.00     9 0.306 0.000
6         44         0.0 0.00     3 0.313 0.163
7         42         0.0 0.00     5 0.319 0.168
8         21         0.0 0.00     5 0.332 0.140
9         14         0.0 0.00     6 0.337 0.263
10        39         0.0 0.00     7 0.343 0.167

[1] "Total fpts: 98.3 (48)"
       Lineup (98) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2   Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4   Logan Morrison   TB  1B   4100 11.00      9.243243     7.733065
5      Jose Altuve  HOU  2B   5100  5.00     10.100000     8.295195
6    Evan Longoria   TB  3B   4000  5.00      7.250000     7.048421
7      Tim Beckham   TB  SS   2900  0.00      7.023810     8.203176
8     Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9  Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10 Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6 1.40    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         37         0.0 0.00     4 0.367 0.289
5         40         0.0 0.00     3 0.379 0.205
6         44         0.0 0.00     3 0.313 0.163
7         42         0.0 0.00     5 0.319 0.168
8         35         0.0 0.00     3 0.472 0.329
9         40         0.0 0.00     1 0.426 0.292
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 97.45 (49)"
      Lineup (147) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Tanner Roark  WSH   P   7800 28.95     14.931250     4.693608
2   Erasmo Ramirez   TB   P   5600 14.50           NaN           NA
3   Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6    Nolan Arenado  COL  3B   5200  7.00      9.390244     8.206333
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8     Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
10     Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.7 1.32    NA 0.000 0.000
2          0         2.3 0.90    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         41         0.0 0.00     3 0.387 0.285
7         36         0.0 0.00     3 0.373 0.116
8         35         0.0 0.00     3 0.472 0.329
9         38         0.0 0.00     1 0.368 0.210
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 96.8 (50)"
       Lineup (46) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3    Tyler Flowers  ATL     C   3700  2.0      7.833333     6.518647
4       Matt Adams  ATL 1B/OF   3500  8.0      4.428571     5.912054
5   Dustin Pedroia  BOS    2B   3900 11.0      6.833333     5.294202
6         Rio Ruiz  ATL    3B   2900 14.0      6.000000     7.842194
7    Allen Cordoba   SD OF/SS   2500  6.0      5.727273     5.900693
8        Matt Kemp  ATL    OF   4800 10.0     10.281250     9.987845
9  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
10   Nick Markakis  ATL    OF   3400  9.0      7.142857     4.677770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         24         0.0 0.00     6 0.428 0.105
4          7         0.0 0.00     5 0.372 0.200
5         36         0.0 0.00     2 0.328 0.089
6          5         0.0 0.00     7 0.313 0.188
7         11         0.0 0.00     6 0.351 0.167
8         32         0.0 0.00     4 0.416 0.266
9         37         0.0 0.00     1 0.312 0.177
10        42         0.0 0.00     3 0.340 0.095

[1] "Total fpts: 95.95 (51)"
         Lineup (83) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Rich Hill  LAD     P   8900  0.40           NaN           NA
2     Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3       Gary Sanchez  NYY     C   4500 10.00      8.000000     7.888106
4          Wil Myers   SD    1B   3800 12.00      8.627907     7.967264
5  Yangervis Solarte   SD    2B   2800 16.00      5.738095     5.365016
6       Ryan Schimpf   SD    3B   3300  0.00      6.470588     7.427367
7      Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8       Bryce Harper  WSH    OF   5400  4.00     12.800000    11.166652
9       Mookie Betts  BOS    OF   5100 14.00      9.263158     9.500168
10    Hunter Renfroe   SD    OF   3000 14.00      5.904762     6.892235
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         43         0.0 0.00     3 0.355 0.255
5         42         0.0 0.00     2 0.299 0.105
6         34         0.0 0.00     4 0.324 0.269
7         11         0.0 0.00     6 0.351 0.167
8         35         0.0 0.00     3 0.472 0.329
9         38         0.0 0.00     1 0.368 0.210
10        42         0.0 0.00     5 0.304 0.201

[1] "Total fpts: 95.9 (52)"
    Lineup (113) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Rich Hill  LAD     P   8900  0.4           NaN           NA
2     Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3  Tyler Flowers  ATL     C   3700  2.0      7.833333     6.518647
4     Matt Adams  ATL 1B/OF   3500  8.0      4.428571     5.912054
5  Jace Peterson  ATL 2B/OF   3000  9.0      4.666667     3.760974
6       Rio Ruiz  ATL    3B   2900 14.0      6.000000     7.842194
7    Trea Turner  WSH    SS   4800 17.0     10.071429     9.827884
8     Mike Trout  LAA    OF   5500 12.0     12.794872     7.248156
9   Mookie Betts  BOS    OF   5100 14.0      9.263158     9.500168
10     Matt Kemp  ATL    OF   4800 10.0     10.281250     9.987845
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         24         0.0 0.00     6 0.428 0.105
4          7         0.0 0.00     5 0.372 0.200
5         24         0.0 0.00     8 0.270 0.066
6          5         0.0 0.00     7 0.313 0.188
7         28         0.0 0.00     1 0.289 0.157
8         39         0.0 0.00     2 0.495 0.411
9         38         0.0 0.00     1 0.368 0.210
10        32         0.0 0.00     4 0.416 0.266

[1] "Total fpts: 95.6 (53)"
       Lineup (32) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2  Robert Gsellman  NYM     P   6200  9.3      4.914286     9.024490
3       Sandy Leon  BOS     C   3300  0.0      7.285714     9.561082
4    Luis Valbuena  LAA 1B/3B   3200  0.0      5.642857     6.640287
5   Dustin Pedroia  BOS    2B   3900 11.0      6.833333     5.294202
6    Deven Marrero  BOS    3B   2700 10.0      4.000000     4.183300
7  Xander Bogaerts  BOS    SS   4700 10.0      9.027778     6.420886
8     Mookie Betts  BOS    OF   5100 14.0      9.263158     9.500168
9  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
10 Kevin Kiermaier   TB    OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         21         0.0 0.00     8 0.307 0.182
4         14         0.0 0.00     4 0.282 0.103
5         36         0.0 0.00     2 0.328 0.089
6          9         0.0 0.00     9 0.192 0.051
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         37         0.0 0.00     1 0.312 0.177
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 95.05 (54)"
       Lineup (88) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3     Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4     Chris Carter  NYY  1B   3700  2.00      6.043478     6.160566
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6    Chase Headley  NYY  3B   3300  0.00      7.459459     5.942290
7   Didi Gregorius  NYY  SS   3800 21.00      8.047619     6.778467
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9    Brett Gardner  NYY  OF   4700  5.00     10.558824     9.544763
10 George Springer  HOU  OF   4200  5.00      7.756757     6.660019
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         19         0.0  0.0     2 0.355 0.173
4         23         0.0  0.0     9 0.309 0.184
5         36         0.0  0.0     2 0.328 0.089
6         37         0.0  0.0     7 0.308 0.146
7         21         0.0  0.0     8 0.355 0.112
8         39         0.0  0.0     2 0.495 0.411
9         34         0.0  0.0     1 0.373 0.247
10        37         0.0  0.0     1 0.312 0.177

[1] "Total fpts: 94.85 (55)"
         Lineup (18) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2     Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3       Gary Sanchez  NYY     C   4500 10.00      8.000000     7.888106
4     Danny Valencia  SEA    1B   2900  3.00      6.117647     7.095729
5      Robinson Cano  SEA    2B   4500 13.00      9.323529     8.587237
6        Kyle Seager  SEA    3B   3500  7.00      6.375000     5.433455
7      Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8    George Springer  HOU    OF   4200  5.00      7.756757     6.660019
9          Ben Gamel  SEA    OF   3300  3.00      8.208333     9.036059
10 Guillermo Heredia  SEA    OF   2400  6.00      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     4 0.314 0.161
5         34         0.0 0.00     3 0.374 0.232
6         40         0.0 0.00     2 0.319 0.123
7         11         0.0 0.00     6 0.351 0.167
8         37         0.0 0.00     1 0.312 0.177
9         24         0.0 0.00     5 0.366 0.152
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 94.85 (56)"
      Lineup (130) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Kyle Hendricks  CHC     P   8500 22.75     16.585714     4.720586
2    Ricky Nolasco  LAA     P   7700 10.10     15.062500     6.629789
3   Salvador Perez   KC     C   3900  0.00      7.358974     7.242009
4      Eric Hosmer   KC    1B   3900  2.00      7.119048     5.877623
5     Adam Frazier  PIT 2B/OF   3800 38.00      8.684211     6.831729
6   Mike Moustakas   KC    3B   3800  0.00      8.055556     6.511284
7  Xander Bogaerts  BOS    SS   4700 10.00      9.027778     6.420886
8       Mike Trout  LAA    OF   5500 12.00     12.794872     7.248156
9  Jorge Bonifacio   KC    OF   3700  0.00      8.285714     6.893061
10    Lorenzo Cain   KC    OF   3400  0.00      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7 1.20    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         19         0.0 0.00     1 0.395 0.100
6         36         0.0 0.00     2 0.330 0.244
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     2 0.495 0.411
9         21         0.0 0.00     6 0.354 0.232
10        40         0.0 0.00     3 0.339 0.104

[1] "Total fpts: 94.4 (57)"
       Lineup (122) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Ricky Nolasco  LAA   P   7700 10.1     15.062500     6.629789
2   Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3       Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4    Hanley Ramirez  BOS  1B   4600  2.0      7.709677     6.512519
5    Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6     Deven Marrero  BOS  3B   2700 10.0      4.000000     4.183300
7   Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8        Mike Trout  LAA  OF   5500 12.0     12.794872     7.248156
9      Mookie Betts  BOS  OF   5100 14.0      9.263158     9.500168
10 Michael Conforto  NYM  OF   4900 14.0     12.935484    11.389865
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.7 1.24    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6          9         0.0 0.00     9 0.192 0.051
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     2 0.495 0.411
9         38         0.0 0.00     1 0.368 0.210
10        31         0.0 0.00     1 0.468 0.380

[1] "Total fpts: 94.05 (58)"
         Lineup (55) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2     Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3       Gary Sanchez  NYY     C   4500 10.00      8.000000     7.888106
4      Matt Holliday  NYY    1B   4000  5.00      8.705882     8.397436
5     Starlin Castro  NYY    2B   3700  0.00      9.073171     7.404020
6        Kyle Seager  SEA    3B   3500  7.00      6.375000     5.433455
7      Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8        Aaron Judge  NYY    OF   5000  5.00     11.794872    10.382626
9    Jacoby Ellsbury  NYY    OF   3900  0.00      8.333333     6.454972
10 Guillermo Heredia  SEA    OF   2400  6.00      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     3 0.379 0.215
5         41         0.0 0.00     4 0.389 0.181
6         40         0.0 0.00     2 0.319 0.123
7         11         0.0 0.00     6 0.351 0.167
8         39         0.0 0.00     5 0.459 0.378
9         33         0.0 0.00     6 0.338 0.141
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 93.25 (59)"
        Lineup (137) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
2         Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3     Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4     Danny Valencia  SEA  1B   2900  3.00      6.117647     7.095729
5      Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6        Kyle Seager  SEA  3B   3500  7.00      6.375000     5.433455
7        Trea Turner  WSH  SS   4800 17.00     10.071429     9.827884
8         Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9          Ben Gamel  SEA  OF   3300  3.00      8.208333     9.036059
10 Guillermo Heredia  SEA  OF   2400  6.00      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7  1.2    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         39         0.0  0.0     5 0.348 0.221
4         34         0.0  0.0     4 0.314 0.161
5         34         0.0  0.0     3 0.374 0.232
6         40         0.0  0.0     2 0.319 0.123
7         28         0.0  0.0     1 0.289 0.157
8         39         0.0  0.0     2 0.495 0.411
9         24         0.0  0.0     5 0.366 0.152
10        29         0.0  0.0     6 0.311 0.078

[1] "Total fpts: 92.85 (60)"
       Lineup (59) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
2    Ricky Nolasco  LAA   P   7700 10.10     15.062500     6.629789
3     Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6      Kyle Seager  SEA  3B   3500  7.00      6.375000     5.433455
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9     Justin Upton  DET  OF   3900  0.00      8.647059     7.591392
10     Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7 1.20    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         40         0.0 0.00     2 0.319 0.123
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         34         0.0 0.00     5 0.351 0.229
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 92.7 (61)"
         Lineup (12) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2          Rich Hill  LAD   P   8900  0.4           NaN           NA
3        Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4       Yuli Gurriel  HOU  1B   2700  4.0      6.600000     7.453766
5  Yangervis Solarte   SD  2B   2800 16.0      5.738095     5.365016
6       Alex Bregman  HOU  3B   3500 27.0      5.615385     4.139765
7    Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8        Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
9     Carlos Beltran  HOU  OF   3600  0.0      6.194444     6.172841
10    Norichika Aoki  HOU  OF   3100  5.0      4.923077     5.656310
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         42         0.0 0.00     2 0.299 0.105
6         39         0.0 0.00     7 0.300 0.094
7         36         0.0 0.00     3 0.373 0.116
8         21         0.0 0.00     5 0.332 0.140
9         36         0.0 0.00     5 0.292 0.143
10        26         0.0 0.00     8 0.278 0.063

[1] "Total fpts: 92.4 (62)"
        Lineup (136) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2      Ricky Nolasco  LAA   P   7700 10.1     15.062500     6.629789
3        Mike Zunino  SEA   C   2700  0.0      4.571429     3.982103
4      Anthony Rizzo  CHC  1B   4900 33.0      8.575000     7.523936
5           Ian Happ  CHC  2B   4100  2.0     10.375000     7.482122
6        Kris Bryant  CHC  3B   5100  2.0     10.894737     9.246736
7    Addison Russell  CHC  SS   3500  7.0      7.228571     7.186940
8      Jason Heyward  CHC  OF   3200 10.0      7.370370     6.355786
9      Manuel Margot   SD  OF   2800  0.0      6.634146     5.864112
10 Guillermo Heredia  SEA  OF   2400  6.0      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         40         0.0 0.00     4 0.352 0.204
5          8         0.0 0.00     5 0.464 0.387
6         38         0.0 0.00     3 0.422 0.279
7         35         0.0 0.00     7 0.273 0.136
8         27         0.0 0.00     6 0.329 0.138
9         41         0.0 0.00     1 0.307 0.131
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 91.95 (63)"
      Lineup (146) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3     Matt Wieters  WSH   C   3600  3.00      7.962963     8.680134
4   Ryan Zimmerman  WSH  1B   4600  5.00     12.000000     9.204742
5    Daniel Murphy  WSH  2B   5000  7.00      9.540541     9.017251
6   Anthony Rendon  WSH  3B   3700 18.00      9.114286    13.457496
7    Freddy Galvis  PHI  SS   3200  6.00      6.564103     5.669841
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9   Michael Taylor  WSH  OF   3700  5.00      7.227273     6.618386
10 Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         27         0.0 0.00     7 0.354 0.155
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         39         0.0 0.00     2 0.290 0.169
8         38         0.0 0.00     1 0.368 0.210
9         22         0.0 0.00     8 0.312 0.160
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 91.6 (64)"
         Lineup (60) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2    Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3       Matt Wieters  WSH   C   3600  3.0      7.962963     8.680134
4     Ryan Zimmerman  WSH  1B   4600  5.0     12.000000     9.204742
5      Daniel Murphy  WSH  2B   5000  7.0      9.540541     9.017251
6     Anthony Rendon  WSH  3B   3700 18.0      9.114286    13.457496
7    Alcides Escobar   KC  SS   2500  3.0      3.666667     3.503773
8       Bryce Harper  WSH  OF   5400  4.0     12.800000    11.166652
9    Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
10 Guillermo Heredia  SEA  OF   2400  6.0      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         27         0.0 0.00     7 0.354 0.155
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         42         0.0 0.00     1 0.195 0.055
8         35         0.0 0.00     3 0.472 0.329
9         44         0.0 0.00     2 0.281 0.090
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 91.3 (65)"
     Lineup (120) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2  Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3    Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4   Matt Holliday  NYY  1B   4000  5.00      8.705882     8.397436
5  Starlin Castro  NYY  2B   3700  0.00      9.073171     7.404020
6    Ryan Schimpf   SD  3B   3300  0.00      6.470588     7.427367
7     Jean Segura  SEA  SS   4200  0.00     10.062500     7.483045
8    Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9     Aaron Judge  NYY  OF   5000  5.00     11.794872    10.382626
10  Brett Gardner  NYY  OF   4700  5.00     10.558824     9.544763
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6 1.40    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     3 0.379 0.215
5         41         0.0 0.00     4 0.389 0.181
6         34         0.0 0.00     4 0.324 0.269
7         32         0.0 0.00     1 0.377 0.137
8         38         0.0 0.00     1 0.368 0.210
9         39         0.0 0.00     5 0.459 0.378
10        34         0.0 0.00     1 0.373 0.247

[1] "Total fpts: 90.95 (66)"
     Lineup (118) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Rich Hill  LAD   P   8900  0.40           NaN           NA
2  Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3    Derek Norris   TB   C   2800  0.00      5.705882     5.513232
4  Logan Morrison   TB  1B   4100 11.00      9.243243     7.733065
5     Jose Altuve  HOU  2B   5100  5.00     10.100000     8.295195
6   Nolan Arenado  COL  3B   5200  7.00      9.390244     8.206333
7     Tim Beckham   TB  SS   2900  0.00      7.023810     8.203176
8    Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9    Colby Rasmus   TB  OF   3200 14.00      8.571429     9.677208
10   Steven Souza   TB  OF   3200 30.00      6.564103     6.340326
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         37         0.0 0.00     4 0.367 0.289
5         40         0.0 0.00     3 0.379 0.205
6         41         0.0 0.00     3 0.387 0.285
7         42         0.0 0.00     5 0.319 0.168
8         35         0.0 0.00     3 0.472 0.329
9         14         0.0 0.00     6 0.337 0.263
10        39         0.0 0.00     7 0.343 0.167

[1] "Total fpts: 90.4 (67)"
       Lineup (101) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Luis Severino  NYY   P   9900 33.0     18.918750    13.864985
2         Rich Hill  LAD   P   8900  0.4           NaN           NA
3   Yasmani Grandal  LAD   C   3600  0.0      7.656250     7.009714
4    Logan Morrison   TB  1B   4100 11.0      9.243243     7.733065
5  Daniel Robertson  CLE  OF   2600  5.0      5.208333     4.907662
6     Evan Longoria   TB  3B   4000  5.0      7.250000     7.048421
7   Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8   Corey Dickerson   TB  OF   4700  7.0     10.225000     8.534958
9   George Springer  HOU  OF   4200  5.0      7.756757     6.660019
10  Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         37         0.0 0.00     4 0.367 0.289
5         24         0.0 0.00     9 0.289 0.200
6         44         0.0 0.00     3 0.313 0.163
7         36         0.0 0.00     3 0.373 0.116
8         40         0.0 0.00     1 0.426 0.292
9         37         0.0 0.00     1 0.312 0.177
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 90.05 (68)"
       Lineup (108) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
2        Matt Moore   SF     P   7600  9.50     11.666667    13.482836
3     Tyler Flowers  ATL     C   3700  2.00      7.833333     6.518647
4        Matt Adams  ATL 1B/OF   3500  8.00      4.428571     5.912054
5  Brandon Phillips  ATL    2B   4400  8.00      7.914286     7.329920
6   Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7   Xander Bogaerts  BOS    SS   4700 10.00      9.027778     6.420886
8        Mike Trout  LAA    OF   5500 12.00     12.794872     7.248156
9         Matt Kemp  ATL    OF   4800 10.00     10.281250     9.987845
10    Nick Markakis  ATL    OF   3400  9.00      7.142857     4.677770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         24         0.0  0.0     6 0.428 0.105
4          7         0.0  0.0     5 0.372 0.200
5         35         0.0  0.0     2 0.347 0.129
6         26         0.0  0.0     2 0.413 0.337
7         36         0.0  0.0     3 0.373 0.116
8         39         0.0  0.0     2 0.495 0.411
9         32         0.0  0.0     4 0.416 0.266
10        42         0.0  0.0     3 0.340 0.095

[1] "Total fpts: 90.05 (69)"
      Lineup (135) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
2  Robert Gsellman  NYM   P   6200  9.30      4.914286     9.024490
3      Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4   Ryan Zimmerman  WSH  1B   4600  5.00     12.000000     9.204742
5    Daniel Murphy  WSH  2B   5000  7.00      9.540541     9.017251
6   Anthony Rendon  WSH  3B   3700 18.00      9.114286    13.457496
7    Freddy Galvis  PHI  SS   3200  6.00      6.564103     5.669841
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9     Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
10    Jayson Werth  WSH  OF   3800  4.00      7.882353     8.325808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7 1.20    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         39         0.0 0.00     2 0.290 0.169
8         39         0.0 0.00     2 0.495 0.411
9         35         0.0 0.00     3 0.472 0.329
10        34         0.0 0.00     2 0.379 0.188

[1] "Total fpts: 89.95 (70)"
      Lineup (149) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Luis Severino  NYY     P   9900 33.00     18.918750    13.864985
2     Tanner Roark  WSH     P   7800 28.95     14.931250     4.693608
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4    Luis Valbuena  LAA 1B/3B   3200  0.00      5.642857     6.640287
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7     Corey Seager  LAD    SS   4700  7.00      9.050000     7.288734
8  Corey Dickerson   TB    OF   4700  7.00     10.225000     8.534958
9  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
10  Jake Marisnick  HOU    OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          8         5.7 1.32    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         14         0.0 0.00     4 0.282 0.103
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         40         0.0 0.00     2 0.381 0.200
8         40         0.0 0.00     1 0.426 0.292
9         37         0.0 0.00     1 0.312 0.177
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 89.85 (71)"
        Lineup (36) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2    Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3      Andrew Knapp  PHI     C   3000  7.00      6.230769     6.469851
4      Tommy Joseph  PHI    1B   3800  0.00      7.062500     6.913929
5     Andres Blanco  PHI 2B/3B   2700  0.00      4.000000     2.000000
6    Mike Moustakas   KC    3B   3800  0.00      8.055556     6.511284
7       Trea Turner  WSH    SS   4800 17.00     10.071429     9.827884
8       Chris Young  BOS    OF   3600  6.00      6.704762     7.247532
9  Michael Saunders  PHI    OF   3400 18.00      6.843750     6.891366
10   Odubel Herrera  PHI    OF   2800  0.00      5.945946     4.459359
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         13         0.0 0.00     7 0.371 0.217
4         32         0.0 0.00     4 0.332 0.186
5          5         0.0 0.00     5 0.287 0.111
6         36         0.0 0.00     2 0.330 0.244
7         28         0.0 0.00     1 0.289 0.157
8         21         0.0 0.00     5 0.332 0.140
9         32         0.0 0.00     8 0.286 0.156
10        37         0.0 0.00     6 0.283 0.120

[1] "Total fpts: 89.7 (72)"
        Lineup (19) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS    P  13500 22.3     31.043750     5.050137
2         Rich Hill  LAD    P   8900  0.4           NaN           NA
3      Derek Norris   TB    C   2800  0.0      5.705882     5.513232
4        Alex Avila  DET 1B/C   3500  6.0      9.777778     9.570516
5  Daniel Robertson  CLE   OF   2600  5.0      5.208333     4.907662
6    Mike Moustakas   KC   3B   3800  0.0      8.055556     6.511284
7       Tim Beckham   TB   SS   2900  0.0      7.023810     8.203176
8        Mike Trout  LAA   OF   5500 12.0     12.794872     7.248156
9      Colby Rasmus   TB   OF   3200 14.0      8.571429     9.677208
10     Steven Souza   TB   OF   3200 30.0      6.564103     6.340326
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         18         0.0 0.00     2 0.477 0.293
5         24         0.0 0.00     9 0.289 0.200
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     5 0.319 0.168
8         39         0.0 0.00     2 0.495 0.411
9         14         0.0 0.00     6 0.337 0.263
10        39         0.0 0.00     7 0.343 0.167

[1] "Total fpts: 89.15 (73)"
      Lineup (126) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6    Deven Marrero  BOS  3B   2700 10.00      4.000000     4.183300
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9    Brett Gardner  NYY  OF   4700  5.00     10.558824     9.544763
10    Colby Rasmus   TB  OF   3200 14.00      8.571429     9.677208
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         5.7 1.20    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6          9         0.0 0.00     9 0.192 0.051
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         34         0.0 0.00     1 0.373 0.247
10        14         0.0 0.00     6 0.337 0.263

[1] "Total fpts: 89.05 (74)"
       Lineup (48) Team  Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS    P  13500 22.30     31.043750     5.050137
2   Tyler Chatwood  COL    P   6900 32.75     13.000000    11.333452
3      Evan Gattis  HOU    C   3600  2.00      6.880000     5.804596
4       Alex Avila  DET 1B/C   3500  6.00      9.777778     9.570516
5   Starlin Castro  NYY   2B   3700  0.00      9.073171     7.404020
6    Chase Headley  NYY   3B   3300  0.00      7.459459     5.942290
7   Didi Gregorius  NYY   SS   3800 21.00      8.047619     6.778467
8      Aaron Judge  NYY   OF   5000  5.00     11.794872    10.382626
9  Jacoby Ellsbury  NYY   OF   3900  0.00      8.333333     6.454972
10   Manuel Margot   SD   OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         18         0.0 0.00     2 0.477 0.293
5         41         0.0 0.00     4 0.389 0.181
6         37         0.0 0.00     7 0.308 0.146
7         21         0.0 0.00     8 0.355 0.112
8         39         0.0 0.00     5 0.459 0.378
9         33         0.0 0.00     6 0.338 0.141
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 88.85 (75)"
      Lineup (41) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2  Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3  Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4    Yuli Gurriel  HOU  1B   2700  4.00      6.600000     7.453766
5  Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6    Alex Bregman  HOU  3B   3500 27.00      5.615385     4.139765
7     Jean Segura  SEA  SS   4200  0.00     10.062500     7.483045
8  Carlos Beltran  HOU  OF   3600  0.00      6.194444     6.172841
9  Norichika Aoki  HOU  OF   3100  5.00      4.923077     5.656310
10 Jake Marisnick  HOU  OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         30         0.0 0.00     6 0.309 0.141
5         36         0.0 0.00     2 0.328 0.089
6         39         0.0 0.00     7 0.300 0.094
7         32         0.0 0.00     1 0.377 0.137
8         36         0.0 0.00     5 0.292 0.143
9         26         0.0 0.00     8 0.278 0.063
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 88.05 (76)"
         Lineup (39) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2     Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3     Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4        Eric Hosmer   KC  1B   3900  2.00      7.119048     5.877623
5  Yangervis Solarte   SD  2B   2800 16.00      5.738095     5.365016
6       Ryan Schimpf   SD  3B   3300  0.00      6.470588     7.427367
7    Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8       Brandon Moss   KC  OF   3900  5.00      6.821429     7.333604
9    Jorge Bonifacio   KC  OF   3700  0.00      8.285714     6.893061
10      Lorenzo Cain   KC  OF   3400  0.00      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         42         0.0 0.00     2 0.299 0.105
6         34         0.0 0.00     4 0.324 0.269
7         36         0.0 0.00     3 0.373 0.116
8         28         0.0 0.00     7 0.298 0.250
9         21         0.0 0.00     6 0.354 0.232
10        40         0.0 0.00     3 0.339 0.104

[1] "Total fpts: 87.15 (77)"
       Lineup (75) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3      Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4   Logan Morrison   TB  1B   4100 11.00      9.243243     7.733065
5    Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6    Evan Longoria   TB  3B   4000  5.00      7.250000     7.048421
7      Tim Beckham   TB  SS   2900  0.00      7.023810     8.203176
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9  Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10 Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         5.7 1.20    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         37         0.0 0.00     4 0.367 0.289
5         34         0.0 0.00     3 0.374 0.232
6         44         0.0 0.00     3 0.313 0.163
7         42         0.0 0.00     5 0.319 0.168
8         39         0.0 0.00     2 0.495 0.411
9         40         0.0 0.00     1 0.426 0.292
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 87.15 (78)"
        Lineup (87) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Rich Hill  LAD   P   8900  0.40           NaN           NA
2    Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3      Derek Norris   TB   C   2800  0.00      5.705882     5.513232
4    Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5  Daniel Robertson  CLE  OF   2600  5.00      5.208333     4.907662
6     Evan Longoria   TB  3B   4000  5.00      7.250000     7.048421
7       Trea Turner  WSH  SS   4800 17.00     10.071429     9.827884
8      Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9   Corey Dickerson   TB  OF   4700  7.00     10.225000     8.534958
10  Kevin Kiermaier   TB  OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         5.7 1.20    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         31         0.0 0.00     4 0.347 0.168
5         24         0.0 0.00     9 0.289 0.200
6         44         0.0 0.00     3 0.313 0.163
7         28         0.0 0.00     1 0.289 0.157
8         38         0.0 0.00     1 0.368 0.210
9         40         0.0 0.00     1 0.426 0.292
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 87.15 (79)"
        Lineup (109) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Rich Hill  LAD   P   8900  0.40           NaN           NA
2     Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3     Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4          Wil Myers   SD  1B   3800 12.00      8.627907     7.967264
5  Yangervis Solarte   SD  2B   2800 16.00      5.738095     5.365016
6       Ryan Schimpf   SD  3B   3300  0.00      6.470588     7.427367
7    Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8         Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9     Hunter Renfroe   SD  OF   3000 14.00      5.904762     6.892235
10     Manuel Margot   SD  OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         5.7 1.20    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         43         0.0 0.00     3 0.355 0.255
5         42         0.0 0.00     2 0.299 0.105
6         34         0.0 0.00     4 0.324 0.269
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     2 0.495 0.411
9         42         0.0 0.00     5 0.304 0.201
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 86.15 (80)"
        Lineup (129) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Rich Hill  LAD   P   8900  0.40           NaN           NA
2     Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3       Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4       Chris Carter  NYY  1B   3700  2.00      6.043478     6.160566
5        Jose Altuve  HOU  2B   5100  5.00     10.100000     8.295195
6      Chase Headley  NYY  3B   3300  0.00      7.459459     5.942290
7     Didi Gregorius  NYY  SS   3800 21.00      8.047619     6.778467
8       Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9      Brett Gardner  NYY  OF   4700  5.00     10.558824     9.544763
10 Guillermo Heredia  SEA  OF   2400  6.00      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         5.7 1.20    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         23         0.0 0.00     9 0.309 0.184
5         40         0.0 0.00     3 0.379 0.205
6         37         0.0 0.00     7 0.308 0.146
7         21         0.0 0.00     8 0.355 0.112
8         38         0.0 0.00     1 0.368 0.210
9         34         0.0 0.00     1 0.373 0.247
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 85.65 (81)"
      Lineup (141) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2    Ricky Nolasco  LAA   P   7700 10.10     15.062500     6.629789
3     Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4   Ryan Zimmerman  WSH  1B   4600  5.00     12.000000     9.204742
5    Daniel Murphy  WSH  2B   5000  7.00      9.540541     9.017251
6   Anthony Rendon  WSH  3B   3700 18.00      9.114286    13.457496
7  Alcides Escobar   KC  SS   2500  3.00      3.666667     3.503773
8     Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9  George Springer  HOU  OF   4200  5.00      7.756757     6.660019
10    Jayson Werth  WSH  OF   3800  4.00      7.882353     8.325808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6 1.40    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         42         0.0 0.00     1 0.195 0.055
8         35         0.0 0.00     3 0.472 0.329
9         37         0.0 0.00     1 0.312 0.177
10        34         0.0 0.00     2 0.379 0.188

[1] "Total fpts: 85.1 (82)"
       Lineup (78) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Luis Severino  NYY     P   9900 33.0     18.918750    13.864985
2    Ricky Nolasco  LAA     P   7700 10.1     15.062500     6.629789
3      Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4        Wil Myers   SD    1B   3800 12.0      8.627907     7.967264
5      Jose Altuve  HOU    2B   5100  5.0     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7  Xander Bogaerts  BOS    SS   4700 10.0      9.027778     6.420886
8  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
9      Chris Young  BOS    OF   3600  6.0      6.704762     7.247532
10  Carlos Beltran  HOU    OF   3600  0.0      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         43         0.0 0.00     3 0.355 0.255
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         36         0.0 0.00     3 0.373 0.116
8         37         0.0 0.00     1 0.312 0.177
9         21         0.0 0.00     5 0.332 0.140
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 84.8 (83)"
        Lineup (13) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS    P  13500 22.3     31.043750     5.050137
2        Matt Moore   SF    P   7600  9.5     11.666667    13.482836
3      Derek Norris   TB    C   2800  0.0      5.705882     5.513232
4        Alex Avila  DET 1B/C   3500  6.0      9.777778     9.570516
5  Daniel Robertson  CLE   OF   2600  5.0      5.208333     4.907662
6     Evan Longoria   TB   3B   4000  5.0      7.250000     7.048421
7   Xander Bogaerts  BOS   SS   4700 10.0      9.027778     6.420886
8   Corey Dickerson   TB   OF   4700  7.0     10.225000     8.534958
9       Chris Young  BOS   OF   3600  6.0      6.704762     7.247532
10  Kevin Kiermaier   TB   OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         34         0.0 0.00     8 0.289 0.136
4         18         0.0 0.00     2 0.477 0.293
5         24         0.0 0.00     9 0.289 0.200
6         44         0.0 0.00     3 0.313 0.163
7         36         0.0 0.00     3 0.373 0.116
8         40         0.0 0.00     1 0.426 0.292
9         21         0.0 0.00     5 0.332 0.140
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 84.8 (84)"
         Lineup (68) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2         Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3      Chris Stewart  PIT   C   2200  4.0      3.444444     3.358240
4       Chris Carter  NYY  1B   3700  2.0      6.043478     6.160566
5  Yangervis Solarte   SD  2B   2800 16.0      5.738095     5.365016
6      Chase Headley  NYY  3B   3300  0.0      7.459459     5.942290
7     Didi Gregorius  NYY  SS   3800 21.0      8.047619     6.778467
8        Aaron Judge  NYY  OF   5000  5.0     11.794872    10.382626
9    George Springer  HOU  OF   4200  5.0      7.756757     6.660019
10   Jacoby Ellsbury  NYY  OF   3900  0.0      8.333333     6.454972
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3          9         0.0 0.00     8 0.289 0.091
4         23         0.0 0.00     9 0.309 0.184
5         42         0.0 0.00     2 0.299 0.105
6         37         0.0 0.00     7 0.308 0.146
7         21         0.0 0.00     8 0.355 0.112
8         39         0.0 0.00     5 0.459 0.378
9         37         0.0 0.00     1 0.312 0.177
10        33         0.0 0.00     6 0.338 0.141

[1] "Total fpts: 84.6 (85)"
          Lineup (6) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2    Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3      Chris Stewart  PIT   C   2200  4.0      3.444444     3.358240
4     Hanley Ramirez  BOS  1B   4600  2.0      7.709677     6.512519
5     Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6     Mike Moustakas   KC  3B   3800  0.0      8.055556     6.511284
7    Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8       Mookie Betts  BOS  OF   5100 14.0      9.263158     9.500168
9        Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
10 Guillermo Heredia  SEA  OF   2400  6.0      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3          9         0.0 0.00     8 0.289 0.091
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         36         0.0 0.00     2 0.330 0.244
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         21         0.0 0.00     5 0.332 0.140
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 84.05 (86)"
     Lineup (102) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2      Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3    Matt Wieters  WSH   C   3600  3.00      7.962963     8.680134
4  Ryan Zimmerman  WSH  1B   4600  5.00     12.000000     9.204742
5   Daniel Murphy  WSH  2B   5000  7.00      9.540541     9.017251
6  Anthony Rendon  WSH  3B   3700 18.00      9.114286    13.457496
7     Erick Aybar   SD  SS   2300  0.00      5.783784     6.386336
8      Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9    Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
10    Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         27         0.0  0.0     7 0.354 0.155
4         34         0.0  0.0     4 0.479 0.357
5         37         0.0  0.0     5 0.412 0.247
6         35         0.0  0.0     6 0.369 0.195
7         37         0.0  0.0     7 0.281 0.124
8         39         0.0  0.0     2 0.495 0.411
9         35         0.0  0.0     3 0.472 0.329
10        21         0.0  0.0     5 0.332 0.140

[1] "Total fpts: 83.95 (87)"
      Lineup (131) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4     Yuli Gurriel  HOU  1B   2700  4.00      6.600000     7.453766
5    Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6     Alex Bregman  HOU  3B   3500 27.00      5.615385     4.139765
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8  George Springer  HOU  OF   4200  5.00      7.756757     6.660019
9   Norichika Aoki  HOU  OF   3100  5.00      4.923077     5.656310
10  Jake Marisnick  HOU  OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         30         0.0 0.00     6 0.309 0.141
5         34         0.0 0.00     3 0.374 0.232
6         39         0.0 0.00     7 0.300 0.094
7         36         0.0 0.00     3 0.373 0.116
8         37         0.0 0.00     1 0.312 0.177
9         26         0.0 0.00     8 0.278 0.063
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 82.85 (88)"
       Lineup (86) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Ricky Nolasco  LAA     P   7700 10.10     15.062500     6.629789
2   Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4   Miguel Cabrera  DET    1B   4600  5.00      8.192308     7.105036
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7      Trea Turner  WSH    SS   4800 17.00     10.071429     9.827884
8     Bryce Harper  WSH    OF   5400  4.00     12.800000    11.166652
9  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
10  Jake Marisnick  HOU    OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.7 1.24    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         26         0.0 0.00     3 0.356 0.170
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         28         0.0 0.00     1 0.289 0.157
8         35         0.0 0.00     3 0.472 0.329
9         37         0.0 0.00     1 0.312 0.177
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 82.15 (89)"
       Lineup (44) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD     P   8900  0.40           NaN           NA
2   Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4     Yuli Gurriel  HOU    1B   2700  4.00      6.600000     7.453766
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7  Xander Bogaerts  BOS    SS   4700 10.00      9.027778     6.420886
8       Mike Trout  LAA    OF   5500 12.00     12.794872     7.248156
9     Mookie Betts  BOS    OF   5100 14.00      9.263158     9.500168
10  Carlos Beltran  HOU    OF   3600  0.00      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     2 0.495 0.411
9         38         0.0 0.00     1 0.368 0.210
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 81.85 (90)"
       Lineup (111) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Kyle Hendricks  CHC     P   8500 22.75     16.585714     4.720586
2     Ricky Nolasco  LAA     P   7700 10.10     15.062500     6.629789
3       Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4      Yuli Gurriel  HOU    1B   2700  4.00      6.600000     7.453766
5       Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6   Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7       Trea Turner  WSH    SS   4800 17.00     10.071429     9.827884
8       Aaron Judge  NYY    OF   5000  5.00     11.794872    10.382626
9  Michael Conforto  NYM    OF   4900 14.00     12.935484    11.389865
10   Carlos Beltran  HOU    OF   3600  0.00      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7 1.20    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         28         0.0 0.00     1 0.289 0.157
8         39         0.0 0.00     5 0.459 0.378
9         31         0.0 0.00     1 0.468 0.380
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 81.7 (91)"
      Lineup (31) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2       Rich Hill  LAD     P   8900  0.4           NaN           NA
3    Gary Sanchez  NYY     C   4500 10.0      8.000000     7.888106
4  Hanley Ramirez  BOS    1B   4600  2.0      7.709677     6.512519
5   Andrew Romine  DET 2B/OF   3000  2.0      7.181818     7.041620
6     Kyle Seager  SEA    3B   3500  7.0      6.375000     5.433455
7   Jose Iglesias  DET    SS   2600 28.0      5.586207     6.350013
8    Justin Upton  DET    OF   3900  0.0      8.647059     7.591392
9   Mikie Mahtook  DET    OF   2700  0.0      5.200000     4.848826
10  Tyler Collins  DET    OF   2700 10.0      6.480000     9.354678
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         31         0.0 0.00     4 0.347 0.168
5         22         0.0 0.00     7 0.287 0.137
6         40         0.0 0.00     2 0.319 0.123
7         29         0.0 0.00     9 0.226 0.106
8         34         0.0 0.00     5 0.351 0.229
9         10         0.0 0.00     6 0.278 0.180
10        25         0.0 0.00     8 0.283 0.138

[1] "Total fpts: 81.4 (92)"
        Lineup (116) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Luis Severino  NYY   P   9900 33.0     18.918750    13.864985
2          Rich Hill  LAD   P   8900  0.4           NaN           NA
3        Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4     Danny Valencia  SEA  1B   2900  3.0      6.117647     7.095729
5      Robinson Cano  SEA  2B   4500 13.0      9.323529     8.587237
6        Kyle Seager  SEA  3B   3500  7.0      6.375000     5.433455
7    Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8       Bryce Harper  WSH  OF   5400  4.0     12.800000    11.166652
9          Ben Gamel  SEA  OF   3300  3.0      8.208333     9.036059
10 Guillermo Heredia  SEA  OF   2400  6.0      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         34         0.0 0.00     4 0.314 0.161
5         34         0.0 0.00     3 0.374 0.232
6         40         0.0 0.00     2 0.319 0.123
7         36         0.0 0.00     3 0.373 0.116
8         35         0.0 0.00     3 0.472 0.329
9         24         0.0 0.00     5 0.366 0.152
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 80.95 (93)"
      Lineup (114) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3   Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4      Eric Hosmer   KC  1B   3900  2.00      7.119048     5.877623
5  Whit Merrifield   KC  2B   3600  3.00      6.964286     6.327378
6     Alex Bregman  HOU  3B   3500 27.00      5.615385     4.139765
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9     Brandon Moss   KC  OF   3900  5.00      6.821429     7.333604
10 Jorge Bonifacio   KC  OF   3700  0.00      8.285714     6.893061
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         28         0.0 0.00     8 0.316 0.171
6         39         0.0 0.00     7 0.300 0.094
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         28         0.0 0.00     7 0.298 0.250
10        21         0.0 0.00     6 0.354 0.232

[1] "Total fpts: 80.25 (94)"
         Lineup (67) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1     Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
2         Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3     Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4     Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5     Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6       Ryan Schimpf   SD  3B   3300  0.00      6.470588     7.427367
7    Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8         Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9  Andrew Benintendi  BOS  OF   4200  7.00      8.000000     7.832710
10       Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7  1.2    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         39         0.0  0.0     5 0.348 0.221
4         31         0.0  0.0     4 0.347 0.168
5         36         0.0  0.0     2 0.328 0.089
6         34         0.0  0.0     4 0.324 0.269
7         36         0.0  0.0     3 0.373 0.116
8         39         0.0  0.0     2 0.495 0.411
9         38         0.0  0.0     6 0.346 0.140
10        21         0.0  0.0     5 0.332 0.140

[1] "Total fpts: 80 (95)"
        Lineup (124) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Julio Teheran  ATL   P   8200 21.9      9.933333    12.703592
2      Ricky Nolasco  LAA   P   7700 10.1     15.062500     6.629789
3    Yasmani Grandal  LAD   C   3600  0.0      7.656250     7.009714
4     Hanley Ramirez  BOS  1B   4600  2.0      7.709677     6.512519
5     Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6      Nolan Arenado  COL  3B   5200  7.0      9.390244     8.206333
7    Xander Bogaerts  BOS  SS   4700 10.0      9.027778     6.420886
8  Andrew Benintendi  BOS  OF   4200  7.0      8.000000     7.832710
9    George Springer  HOU  OF   4200  5.0      7.756757     6.660019
10       Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.5 1.48    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         41         0.0 0.00     3 0.387 0.285
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     6 0.346 0.140
9         37         0.0 0.00     1 0.312 0.177
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 79.8 (96)"
       Lineup (11) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3      Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4   Danny Valencia  SEA  1B   2900  3.0      6.117647     7.095729
5    Robinson Cano  SEA  2B   4500 13.0      9.323529     8.587237
6      Kyle Seager  SEA  3B   3500  7.0      6.375000     5.433455
7      Jean Segura  SEA  SS   4200  0.0     10.062500     7.483045
8      Chris Young  BOS  OF   3600  6.0      6.704762     7.247532
9        Ben Gamel  SEA  OF   3300  3.0      8.208333     9.036059
10 Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         34         0.0 0.00     4 0.314 0.161
5         34         0.0 0.00     3 0.374 0.232
6         40         0.0 0.00     2 0.319 0.123
7         32         0.0 0.00     1 0.377 0.137
8         21         0.0 0.00     5 0.332 0.140
9         24         0.0 0.00     5 0.366 0.152
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 79.8 (97)"
       Lineup (22) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3       Sandy Leon  BOS   C   3300  0.0      7.285714     9.561082
4   Logan Morrison   TB  1B   4100 11.0      9.243243     7.733065
5   Dustin Pedroia  BOS  2B   3900 11.0      6.833333     5.294202
6    Evan Longoria   TB  3B   4000  5.0      7.250000     7.048421
7      Tim Beckham   TB  SS   2900  0.0      7.023810     8.203176
8  Corey Dickerson   TB  OF   4700  7.0     10.225000     8.534958
9  Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
10   Manuel Margot   SD  OF   2800  0.0      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         21         0.0 0.00     8 0.307 0.182
4         37         0.0 0.00     4 0.367 0.289
5         36         0.0 0.00     2 0.328 0.089
6         44         0.0 0.00     3 0.313 0.163
7         42         0.0 0.00     5 0.319 0.168
8         40         0.0 0.00     1 0.426 0.292
9         44         0.0 0.00     2 0.281 0.090
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 79.6 (98)"
        Lineup (61) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2   Robert Gsellman  NYM     P   6200  9.3      4.914286     9.024490
3       Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4        Matt Adams  ATL 1B/OF   3500  8.0      4.428571     5.912054
5  Brandon Phillips  ATL    2B   4400  8.0      7.914286     7.329920
6   Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7   Alcides Escobar   KC    SS   2500  3.0      3.666667     3.503773
8         Matt Kemp  ATL    OF   4800 10.0     10.281250     9.987845
9    Ender Inciarte  ATL    OF   4300  6.0      8.833333     7.609098
10    Nick Markakis  ATL    OF   3400  9.0      7.142857     4.677770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4          7         0.0 0.00     5 0.372 0.200
5         35         0.0 0.00     2 0.347 0.129
6         26         0.0 0.00     2 0.413 0.337
7         42         0.0 0.00     1 0.195 0.055
8         32         0.0 0.00     4 0.416 0.266
9         42         0.0 0.00     1 0.330 0.123
10        42         0.0 0.00     3 0.340 0.095

[1] "Total fpts: 78.8 (99)"
          Lineup (8) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2         Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3     Salvador Perez   KC   C   3900  0.0      7.358974     7.242009
4        Eric Hosmer   KC  1B   3900  2.0      7.119048     5.877623
5  Yangervis Solarte   SD  2B   2800 16.0      5.738095     5.365016
6     Mike Moustakas   KC  3B   3800  0.0      8.055556     6.511284
7    Alcides Escobar   KC  SS   2500  3.0      3.666667     3.503773
8         Mike Trout  LAA  OF   5500 12.0     12.794872     7.248156
9       Lorenzo Cain   KC  OF   3400  0.0      7.675000     5.341600
10   Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         42         0.0 0.00     2 0.299 0.105
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     1 0.195 0.055
8         39         0.0 0.00     2 0.495 0.411
9         40         0.0 0.00     3 0.339 0.104
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 78.7 (100)"
         Lineup (24) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2          Rich Hill  LAD   P   8900  0.4           NaN           NA
3        Mike Zunino  SEA   C   2700  0.0      4.571429     3.982103
4     Danny Valencia  SEA  1B   2900  3.0      6.117647     7.095729
5      Robinson Cano  SEA  2B   4500 13.0      9.323529     8.587237
6     Mike Moustakas   KC  3B   3800  0.0      8.055556     6.511284
7        Trea Turner  WSH  SS   4800 17.0     10.071429     9.827884
8          Ben Gamel  SEA  OF   3300  3.0      8.208333     9.036059
9    Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
10 Guillermo Heredia  SEA  OF   2400  6.0      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         34         0.0 0.00     4 0.314 0.161
5         34         0.0 0.00     3 0.374 0.232
6         36         0.0 0.00     2 0.330 0.244
7         28         0.0 0.00     1 0.289 0.157
8         24         0.0 0.00     5 0.366 0.152
9         44         0.0 0.00     2 0.281 0.090
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 77.9 (101)"
       Lineup (115) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Rich Hill  LAD     P   8900  0.4           NaN           NA
2        Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3      Gary Sanchez  NYY     C   4500 10.0      8.000000     7.888106
4        Matt Adams  ATL 1B/OF   3500  8.0      4.428571     5.912054
5  Brandon Phillips  ATL    2B   4400  8.0      7.914286     7.329920
6    Mike Moustakas   KC    3B   3800  0.0      8.055556     6.511284
7       Trea Turner  WSH    SS   4800 17.0     10.071429     9.827884
8         Matt Kemp  ATL    OF   4800 10.0     10.281250     9.987845
9    Ender Inciarte  ATL    OF   4300  6.0      8.833333     7.609098
10    Nick Markakis  ATL    OF   3400  9.0      7.142857     4.677770
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4          7         0.0 0.00     5 0.372 0.200
5         35         0.0 0.00     2 0.347 0.129
6         36         0.0 0.00     2 0.330 0.244
7         28         0.0 0.00     1 0.289 0.157
8         32         0.0 0.00     4 0.416 0.266
9         42         0.0 0.00     1 0.330 0.123
10        42         0.0 0.00     3 0.340 0.095

[1] "Total fpts: 77.05 (102)"
          Lineup (7) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2     Tyler Chatwood  COL     P   6900 32.75     13.000000    11.333452
3        Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4     Hanley Ramirez  BOS    1B   4600  2.00      7.709677     6.512519
5        Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6    Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7        Erick Aybar   SD    SS   2300  0.00      5.783784     6.386336
8    George Springer  HOU    OF   4200  5.00      7.756757     6.660019
9     Carlos Beltran  HOU    OF   3600  0.00      6.194444     6.172841
10 Guillermo Heredia  SEA    OF   2400  6.00      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         31         0.0 0.00     4 0.347 0.168
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         37         0.0 0.00     7 0.281 0.124
8         37         0.0 0.00     1 0.312 0.177
9         36         0.0 0.00     5 0.292 0.143
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 76.05 (103)"
       Lineup (17) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2   Tyler Chatwood  COL   P   6900 32.75     13.000000    11.333452
3      Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4      Eric Hosmer   KC  1B   3900  2.00      7.119048     5.877623
5      Jose Altuve  HOU  2B   5100  5.00     10.100000     8.295195
6   Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7  Alcides Escobar   KC  SS   2500  3.00      3.666667     3.503773
8      Alex Gordon   KC  OF   3700  3.00      4.459459     3.540202
9      Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
10    Lorenzo Cain   KC  OF   3400  0.00      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.9 1.42    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         42         0.0 0.00     4 0.339 0.107
5         40         0.0 0.00     3 0.379 0.205
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     1 0.195 0.055
8         37         0.0 0.00     9 0.250 0.037
9         21         0.0 0.00     5 0.332 0.140
10        40         0.0 0.00     3 0.339 0.104

[1] "Total fpts: 75.6 (104)"
        Lineup (52) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2   Robert Gsellman  NYM     P   6200  9.3      4.914286     9.024490
3       Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4      Chris Carter  NYY    1B   3700  2.0      6.043478     6.160566
5  Cliff Pennington  LAA 2B/SS   2100  0.0      5.818182     4.915652
6     Chase Headley  NYY    3B   3300  0.0      7.459459     5.942290
7    Didi Gregorius  NYY    SS   3800 21.0      8.047619     6.778467
8      Mookie Betts  BOS    OF   5100 14.0      9.263158     9.500168
9     Brett Gardner  NYY    OF   4700  5.0     10.558824     9.544763
10  Jacoby Ellsbury  NYY    OF   3900  0.0      8.333333     6.454972
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         23         0.0 0.00     9 0.309 0.184
5         11         0.0 0.00     9 0.306 0.000
6         37         0.0 0.00     7 0.308 0.146
7         21         0.0 0.00     8 0.355 0.112
8         38         0.0 0.00     1 0.368 0.210
9         34         0.0 0.00     1 0.373 0.247
10        33         0.0 0.00     6 0.338 0.141

[1] "Total fpts: 74.85 (105)"
       Lineup (42) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3     Gary Sanchez  NYY     C   4500 10.00      8.000000     7.888106
4    Luis Valbuena  LAA 1B/3B   3200  0.00      5.642857     6.640287
5  Whit Merrifield   KC    2B   3600  3.00      6.964286     6.327378
6   Mike Moustakas   KC    3B   3800  0.00      8.055556     6.511284
7  Alcides Escobar   KC    SS   2500  3.00      3.666667     3.503773
8      Alex Gordon   KC    OF   3700  3.00      4.459459     3.540202
9     Lorenzo Cain   KC    OF   3400  0.00      7.675000     5.341600
10 Kevin Kiermaier   TB    OF   3100 14.00      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         14         0.0 0.00     4 0.282 0.103
5         28         0.0 0.00     8 0.316 0.171
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     1 0.195 0.055
8         37         0.0 0.00     9 0.250 0.037
9         40         0.0 0.00     3 0.339 0.104
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 73.3 (106)"
      Lineup (107) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
2   Kyle Hendricks  CHC     P   8500 22.75     16.585714     4.720586
3   Salvador Perez   KC     C   3900  0.00      7.358974     7.242009
4      Eric Hosmer   KC    1B   3900  2.00      7.119048     5.877623
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7      Trea Turner  WSH    SS   4800 17.00     10.071429     9.827884
8     Brandon Moss   KC    OF   3900  5.00      6.821429     7.333604
9  Jorge Bonifacio   KC    OF   3700  0.00      8.285714     6.893061
10    Lorenzo Cain   KC    OF   3400  0.00      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          7         5.7  1.2    NA 0.000 0.000
3         39         0.0  0.0     5 0.348 0.221
4         42         0.0  0.0     4 0.339 0.107
5         40         0.0  0.0     3 0.379 0.205
6         26         0.0  0.0     2 0.413 0.337
7         28         0.0  0.0     1 0.289 0.157
8         28         0.0  0.0     7 0.298 0.250
9         21         0.0  0.0     6 0.354 0.232
10        40         0.0  0.0     3 0.339 0.104

[1] "Total fpts: 72.95 (107)"
      Lineup (143) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4     Chris Carter  NYY  1B   3700  2.00      6.043478     6.160566
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6    Chase Headley  NYY  3B   3300  0.00      7.459459     5.942290
7   Didi Gregorius  NYY  SS   3800 21.00      8.047619     6.778467
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9      Aaron Judge  NYY  OF   5000  5.00     11.794872    10.382626
10 Jacoby Ellsbury  NYY  OF   3900  0.00      8.333333     6.454972
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         23         0.0 0.00     9 0.309 0.184
5         36         0.0 0.00     2 0.328 0.089
6         37         0.0 0.00     7 0.308 0.146
7         21         0.0 0.00     8 0.355 0.112
8         38         0.0 0.00     1 0.368 0.210
9         39         0.0 0.00     5 0.459 0.378
10        33         0.0 0.00     6 0.338 0.141

[1] "Total fpts: 72.9 (108)"
       Lineup (96) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.4           NaN           NA
2       Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3   Salvador Perez   KC   C   3900  0.0      7.358974     7.242009
4   Logan Morrison   TB  1B   4100 11.0      9.243243     7.733065
5      Jose Altuve  HOU  2B   5100  5.0     10.100000     8.295195
6    Evan Longoria   TB  3B   4000  5.0      7.250000     7.048421
7      Tim Beckham   TB  SS   2900  0.0      7.023810     8.203176
8     Mookie Betts  BOS  OF   5100 14.0      9.263158     9.500168
9     Colby Rasmus   TB  OF   3200 14.0      8.571429     9.677208
10 Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         37         0.0 0.00     4 0.367 0.289
5         40         0.0 0.00     3 0.379 0.205
6         44         0.0 0.00     3 0.313 0.163
7         42         0.0 0.00     5 0.319 0.168
8         38         0.0 0.00     1 0.368 0.210
9         14         0.0 0.00     6 0.337 0.263
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 72.9 (109)"
      Lineup (103) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.4           NaN           NA
2       Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3     Gary Sanchez  NYY   C   4500 10.0      8.000000     7.888106
4    Matt Holliday  NYY  1B   4000  5.0      8.705882     8.397436
5   Starlin Castro  NYY  2B   3700  0.0      9.073171     7.404020
6      Kyle Seager  SEA  3B   3500  7.0      6.375000     5.433455
7      Trea Turner  WSH  SS   4800 17.0     10.071429     9.827884
8      Aaron Judge  NYY  OF   5000  5.0     11.794872    10.382626
9    Brett Gardner  NYY  OF   4700  5.0     10.558824     9.544763
10 Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     3 0.379 0.215
5         41         0.0 0.00     4 0.389 0.181
6         40         0.0 0.00     2 0.319 0.123
7         28         0.0 0.00     1 0.289 0.157
8         39         0.0 0.00     5 0.459 0.378
9         34         0.0 0.00     1 0.373 0.247
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 72.85 (110)"
         Lineup (26) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2     Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3   Martin Maldonado  LAA     C   2500  0.00      5.138889     4.745842
4      Luis Valbuena  LAA 1B/3B   3200  0.00      5.642857     6.640287
5      Nolan Fontana  LAA 2B/SS   2500  0.00           NaN           NA
6        Kyle Seager  SEA    3B   3500  7.00      6.375000     5.433455
7  Andrelton Simmons  LAA    SS   3700  5.00      6.386364     6.062527
8       Mookie Betts  BOS    OF   5100 14.00      9.263158     9.500168
9    George Springer  HOU    OF   4200  5.00      7.756757     6.660019
10        Ben Revere  LAA    OF   3200  0.00      6.888889     6.737855
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         36         0.0 0.00     7 0.307 0.090
4         14         0.0 0.00     4 0.282 0.103
5          0         0.0 0.00     8 0.000 0.000
6         40         0.0 0.00     2 0.319 0.123
7         44         0.0 0.00     6 0.320 0.116
8         38         0.0 0.00     1 0.368 0.210
9         37         0.0 0.00     1 0.312 0.177
10        18         0.0 0.00     5 0.279 0.138

[1] "Total fpts: 72.05 (111)"
       Lineup (34) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF     P   7600  9.50     11.666667    13.482836
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4    Luis Valbuena  LAA 1B/3B   3200  0.00      5.642857     6.640287
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7      Trea Turner  WSH    SS   4800 17.00     10.071429     9.827884
8       Mike Trout  LAA    OF   5500 12.00     12.794872     7.248156
9  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
10  Carlos Beltran  HOU    OF   3600  0.00      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         25         0.0  0.0     4 0.346 0.146
4         14         0.0  0.0     4 0.282 0.103
5         40         0.0  0.0     3 0.379 0.205
6         26         0.0  0.0     2 0.413 0.337
7         28         0.0  0.0     1 0.289 0.157
8         39         0.0  0.0     2 0.495 0.411
9         37         0.0  0.0     1 0.312 0.177
10        36         0.0  0.0     5 0.292 0.143

[1] "Total fpts: 71.95 (112)"
      Lineup (71) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Rich Hill  LAD   P   8900  0.40           NaN           NA
2  Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3      Sandy Leon  BOS   C   3300  0.00      7.285714     9.561082
4  Danny Valencia  SEA  1B   2900  3.00      6.117647     7.095729
5   Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6     Kyle Seager  SEA  3B   3500  7.00      6.375000     5.433455
7     Jean Segura  SEA  SS   4200  0.00     10.062500     7.483045
8      Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9    Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
10      Ben Gamel  SEA  OF   3300  3.00      8.208333     9.036059
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         21         0.0 0.00     8 0.307 0.182
4         34         0.0 0.00     4 0.314 0.161
5         34         0.0 0.00     3 0.374 0.232
6         40         0.0 0.00     2 0.319 0.123
7         32         0.0 0.00     1 0.377 0.137
8         39         0.0 0.00     2 0.495 0.411
9         38         0.0 0.00     1 0.368 0.210
10        24         0.0 0.00     5 0.366 0.152

[1] "Total fpts: 71.85 (113)"
         Lineup (35) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2     Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3        Mike Zunino  SEA   C   2700  0.00      4.571429     3.982103
4     Danny Valencia  SEA  1B   2900  3.00      6.117647     7.095729
5        Jose Altuve  HOU  2B   5100  5.00     10.100000     8.295195
6       Ryan Schimpf   SD  3B   3300  0.00      6.470588     7.427367
7    Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8       Jarrod Dyson  SEA  OF   3400  3.00      7.000000     6.766792
9          Ben Gamel  SEA  OF   3300  3.00      8.208333     9.036059
10 Guillermo Heredia  SEA  OF   2400  6.00      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         34         0.0 0.00     4 0.314 0.161
5         40         0.0 0.00     3 0.379 0.205
6         34         0.0 0.00     4 0.324 0.269
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     8 0.283 0.096
9         24         0.0 0.00     5 0.366 0.152
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 71.8 (114)"
        Lineup (1) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3      Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4       Alex Avila  DET  1B/C   3500  6.0      9.777778     9.570516
5      Jose Altuve  HOU    2B   5100  5.0     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7    Allen Cordoba   SD OF/SS   2500  6.0      5.727273     5.900693
8  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
9  Kevin Kiermaier   TB    OF   3100 14.0      6.159091     6.320668
10  Jake Marisnick  HOU    OF   2900  0.0      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         18         0.0 0.00     2 0.477 0.293
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         11         0.0 0.00     6 0.351 0.167
8         37         0.0 0.00     1 0.312 0.177
9         44         0.0 0.00     2 0.281 0.090
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 71.2 (115)"
      Lineup (105) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Julio Teheran  ATL     P   8200 21.9      9.933333    12.703592
2  Robert Gsellman  NYM     P   6200  9.3      4.914286     9.024490
3      Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4   Miguel Cabrera  DET    1B   4600  5.0      8.192308     7.105036
5      Jose Altuve  HOU    2B   5100  5.0     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7     Corey Seager  LAD    SS   4700  7.0      9.050000     7.288734
8     Mookie Betts  BOS    OF   5100 14.0      9.263158     9.500168
9  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
10  Carlos Beltran  HOU    OF   3600  0.0      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          9         5.5 1.48    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         26         0.0 0.00     3 0.356 0.170
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         40         0.0 0.00     2 0.381 0.200
8         38         0.0 0.00     1 0.368 0.210
9         37         0.0 0.00     1 0.312 0.177
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 70.05 (116)"
       Lineup (57) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Kyle Hendricks  CHC     P   8500 22.75     16.585714     4.720586
2  Robert Gsellman  NYM     P   6200  9.30      4.914286     9.024490
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4   Hanley Ramirez  BOS    1B   4600  2.00      7.709677     6.512519
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7  Xander Bogaerts  BOS    SS   4700 10.00      9.027778     6.420886
8       Mike Trout  LAA    OF   5500 12.00     12.794872     7.248156
9  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
10  Jake Marisnick  HOU    OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          7         5.7 1.20    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         31         0.0 0.00     4 0.347 0.168
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         36         0.0 0.00     3 0.373 0.116
8         39         0.0 0.00     2 0.495 0.411
9         37         0.0 0.00     1 0.312 0.177
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 69.05 (117)"
      Lineup (121) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3   Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5   Starlin Castro  NYY  2B   3700  0.00      9.073171     7.404020
6    Chase Headley  NYY  3B   3300  0.00      7.459459     5.942290
7   Didi Gregorius  NYY  SS   3800 21.00      8.047619     6.778467
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9      Aaron Judge  NYY  OF   5000  5.00     11.794872    10.382626
10 Jacoby Ellsbury  NYY  OF   3900  0.00      8.333333     6.454972
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         39         0.0  0.0     5 0.348 0.221
4         31         0.0  0.0     4 0.347 0.168
5         41         0.0  0.0     4 0.389 0.181
6         37         0.0  0.0     7 0.308 0.146
7         21         0.0  0.0     8 0.355 0.112
8         39         0.0  0.0     2 0.495 0.411
9         39         0.0  0.0     5 0.459 0.378
10        33         0.0  0.0     6 0.338 0.141

[1] "Total fpts: 68.05 (118)"
      Lineup (73) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1  Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2      Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3     Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4  Ryan Zimmerman  WSH  1B   4600  5.00     12.000000     9.204742
5   Daniel Murphy  WSH  2B   5000  7.00      9.540541     9.017251
6  Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7     Trea Turner  WSH  SS   4800 17.00     10.071429     9.827884
8    Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9    Jayson Werth  WSH  OF   3800  4.00      7.882353     8.325808
10  Manuel Margot   SD  OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         25         0.0  0.0     4 0.346 0.146
4         34         0.0  0.0     4 0.479 0.357
5         37         0.0  0.0     5 0.412 0.247
6         36         0.0  0.0     2 0.330 0.244
7         28         0.0  0.0     1 0.289 0.157
8         35         0.0  0.0     3 0.472 0.329
9         34         0.0  0.0     2 0.379 0.188
10        41         0.0  0.0     1 0.307 0.131

[1] "Total fpts: 67.9 (119)"
     Lineup (110) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Rich Hill  LAD     P   8900  0.4           NaN           NA
2      Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3      Sandy Leon  BOS     C   3300  0.0      7.285714     9.561082
4  Ryan Zimmerman  WSH    1B   4600  5.0     12.000000     9.204742
5   Daniel Murphy  WSH    2B   5000  7.0      9.540541     9.017251
6  Anthony Rendon  WSH    3B   3700 18.0      9.114286    13.457496
7   Allen Cordoba   SD OF/SS   2500  6.0      5.727273     5.900693
8    Bryce Harper  WSH    OF   5400  4.0     12.800000    11.166652
9    Mookie Betts  BOS    OF   5100 14.0      9.263158     9.500168
10   Jayson Werth  WSH    OF   3800  4.0      7.882353     8.325808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         21         0.0 0.00     8 0.307 0.182
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         35         0.0 0.00     6 0.369 0.195
7         11         0.0 0.00     6 0.351 0.167
8         35         0.0 0.00     3 0.472 0.329
9         38         0.0 0.00     1 0.368 0.210
10        34         0.0 0.00     2 0.379 0.188

[1] "Total fpts: 67.8 (120)"
       Lineup (16) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3      Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4  Victor Martinez  DET    1B   3900  5.0      6.484848     6.093650
5    Andrew Romine  DET 2B/OF   3000  2.0      7.181818     7.041620
6   Mike Moustakas   KC    3B   3800  0.0      8.055556     6.511284
7      Trea Turner  WSH    SS   4800 17.0     10.071429     9.827884
8     Justin Upton  DET    OF   3900  0.0      8.647059     7.591392
9    Mikie Mahtook  DET    OF   2700  0.0      5.200000     4.848826
10   Tyler Collins  DET    OF   2700 10.0      6.480000     9.354678
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         33         0.0 0.00     4 0.318 0.113
5         22         0.0 0.00     7 0.287 0.137
6         36         0.0 0.00     2 0.330 0.244
7         28         0.0 0.00     1 0.289 0.157
8         34         0.0 0.00     5 0.351 0.229
9         10         0.0 0.00     6 0.278 0.180
10        25         0.0 0.00     8 0.283 0.138

[1] "Total fpts: 66.85 (121)"
        Lineup (3) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4     Yuli Gurriel  HOU    1B   2700  4.00      6.600000     7.453766
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7    Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8      Chris Young  BOS    OF   3600  6.00      6.704762     7.247532
9   Carlos Beltran  HOU    OF   3600  0.00      6.194444     6.172841
10   Manuel Margot   SD    OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         11         0.0 0.00     6 0.351 0.167
8         21         0.0 0.00     5 0.332 0.140
9         36         0.0 0.00     5 0.292 0.143
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 66.15 (122)"
      Lineup (106) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Kyle Hendricks  CHC   P   8500 22.75     16.585714     4.720586
3     Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4      Eric Hosmer   KC  1B   3900  2.00      7.119048     5.877623
5    Robinson Cano  SEA  2B   4500 13.00      9.323529     8.587237
6   Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7  Alcides Escobar   KC  SS   2500  3.00      3.666667     3.503773
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9      Alex Gordon   KC  OF   3700  3.00      4.459459     3.540202
10    Lorenzo Cain   KC  OF   3400  0.00      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         5.7 1.20    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         42         0.0 0.00     4 0.339 0.107
5         34         0.0 0.00     3 0.374 0.232
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     1 0.195 0.055
8         39         0.0 0.00     2 0.495 0.411
9         37         0.0 0.00     9 0.250 0.037
10        40         0.0 0.00     3 0.339 0.104

[1] "Total fpts: 65.95 (123)"
         Lineup (50) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1          Rich Hill  LAD   P   8900  0.40           NaN           NA
2     Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3       Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4     Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5     Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6     Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7    Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8  Andrew Benintendi  BOS  OF   4200  7.00      8.000000     7.832710
9        Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
10     Manuel Margot   SD  OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         36         0.0 0.00     2 0.330 0.244
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     6 0.346 0.140
9         21         0.0 0.00     5 0.332 0.140
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 64.5 (124)"
      Lineup (97) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Rich Hill  LAD   P   8900  0.4           NaN           NA
2   Ricky Nolasco  LAA   P   7700 10.1     15.062500     6.629789
3     Evan Gattis  HOU   C   3600  2.0      6.880000     5.804596
4    Yuli Gurriel  HOU  1B   2700  4.0      6.600000     7.453766
5     Jose Altuve  HOU  2B   5100  5.0     10.100000     8.295195
6    Alex Bregman  HOU  3B   3500 27.0      5.615385     4.139765
7    Corey Seager  LAD  SS   4700  7.0      9.050000     7.288734
8    Bryce Harper  WSH  OF   5400  4.0     12.800000    11.166652
9   Brett Gardner  NYY  OF   4700  5.0     10.558824     9.544763
10 Carlos Beltran  HOU  OF   3600  0.0      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.7 1.24    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         40         0.0 0.00     3 0.379 0.205
6         39         0.0 0.00     7 0.300 0.094
7         40         0.0 0.00     2 0.381 0.200
8         35         0.0 0.00     3 0.472 0.329
9         34         0.0 0.00     1 0.373 0.247
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 64.05 (125)"
       Lineup (94) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3     Gary Sanchez  NYY   C   4500 10.00      8.000000     7.888106
4    Matt Holliday  NYY  1B   4000  5.00      8.705882     8.397436
5   Starlin Castro  NYY  2B   3700  0.00      9.073171     7.404020
6   Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7  Xander Bogaerts  BOS  SS   4700 10.00      9.027778     6.420886
8      Aaron Judge  NYY  OF   5000  5.00     11.794872    10.382626
9  George Springer  HOU  OF   4200  5.00      7.756757     6.660019
10 Jacoby Ellsbury  NYY  OF   3900  0.00      8.333333     6.454972
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         19         0.0  0.0     2 0.355 0.173
4         34         0.0  0.0     3 0.379 0.215
5         41         0.0  0.0     4 0.389 0.181
6         36         0.0  0.0     2 0.330 0.244
7         36         0.0  0.0     3 0.373 0.116
8         39         0.0  0.0     5 0.459 0.378
9         37         0.0  0.0     1 0.312 0.177
10        33         0.0  0.0     6 0.338 0.141

[1] "Total fpts: 63.85 (126)"
       Lineup (20) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4     Tommy Joseph  PHI    1B   3800  0.00      7.062500     6.913929
5    Andres Blanco  PHI 2B/3B   2700  0.00      4.000000     2.000000
6      Kyle Seager  SEA    3B   3500  7.00      6.375000     5.433455
7    Freddy Galvis  PHI    SS   3200  6.00      6.564103     5.669841
8  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
9    Aaron Altherr  PHI    OF   4100  2.00      9.888889     8.247766
10  Odubel Herrera  PHI    OF   2800  0.00      5.945946     4.459359
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         32         0.0 0.00     4 0.332 0.186
5          5         0.0 0.00     5 0.287 0.111
6         40         0.0 0.00     2 0.319 0.123
7         39         0.0 0.00     2 0.290 0.169
8         37         0.0 0.00     1 0.312 0.177
9         27         0.0 0.00     3 0.414 0.286
10        37         0.0 0.00     6 0.283 0.120

[1] "Total fpts: 63.85 (127)"
       Lineup (69) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3   Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4     Yuli Gurriel  HOU  1B   2700  4.00      6.600000     7.453766
5  Whit Merrifield   KC  2B   3600  3.00      6.964286     6.327378
6      Kyle Seager  SEA  3B   3500  7.00      6.375000     5.433455
7      Tim Beckham   TB  SS   2900  0.00      7.023810     8.203176
8     Brandon Moss   KC  OF   3900  5.00      6.821429     7.333604
9      Alex Gordon   KC  OF   3700  3.00      4.459459     3.540202
10 Jorge Bonifacio   KC  OF   3700  0.00      8.285714     6.893061
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         30         0.0 0.00     6 0.309 0.141
5         28         0.0 0.00     8 0.316 0.171
6         40         0.0 0.00     2 0.319 0.123
7         42         0.0 0.00     5 0.319 0.168
8         28         0.0 0.00     7 0.298 0.250
9         37         0.0 0.00     9 0.250 0.037
10        21         0.0 0.00     6 0.354 0.232

[1] "Total fpts: 61.9 (128)"
       Lineup (23) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD     P   8900  0.4           NaN           NA
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3      Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4   Hanley Ramirez  BOS    1B   4600  2.0      7.709677     6.512519
5   Dustin Pedroia  BOS    2B   3900 11.0      6.833333     5.294202
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7  Xander Bogaerts  BOS    SS   4700 10.0      9.027778     6.420886
8     Mookie Betts  BOS    OF   5100 14.0      9.263158     9.500168
9  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
10     Chris Young  BOS    OF   3600  6.0      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         31         0.0 0.00     4 0.347 0.168
5         36         0.0 0.00     2 0.328 0.089
6         26         0.0 0.00     2 0.413 0.337
7         36         0.0 0.00     3 0.373 0.116
8         38         0.0 0.00     1 0.368 0.210
9         37         0.0 0.00     1 0.312 0.177
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 61.8 (129)"
       Lineup (62) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3      Mike Zunino  SEA   C   2700  0.0      4.571429     3.982103
4    Matt Holliday  NYY  1B   4000  5.0      8.705882     8.397436
5   Starlin Castro  NYY  2B   3700  0.0      9.073171     7.404020
6    Chase Headley  NYY  3B   3300  0.0      7.459459     5.942290
7    Freddy Galvis  PHI  SS   3200  6.0      6.564103     5.669841
8      Aaron Judge  NYY  OF   5000  5.0     11.794872    10.382626
9  Jacoby Ellsbury  NYY  OF   3900  0.0      8.333333     6.454972
10 Kevin Kiermaier   TB  OF   3100 14.0      6.159091     6.320668
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         34         0.0 0.00     3 0.379 0.215
5         41         0.0 0.00     4 0.389 0.181
6         37         0.0 0.00     7 0.308 0.146
7         39         0.0 0.00     2 0.290 0.169
8         39         0.0 0.00     5 0.459 0.378
9         33         0.0 0.00     6 0.338 0.141
10        44         0.0 0.00     2 0.281 0.090

[1] "Total fpts: 61.8 (130)"
      Lineup (76) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1      Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2  Erasmo Ramirez   TB   P   5600 14.5           NaN           NA
3    Gary Sanchez  NYY   C   4500 10.0      8.000000     7.888106
4   Matt Holliday  NYY  1B   4000  5.0      8.705882     8.397436
5  Starlin Castro  NYY  2B   3700  0.0      9.073171     7.404020
6  Mike Moustakas   KC  3B   3800  0.0      8.055556     6.511284
7     Erick Aybar   SD  SS   2300  0.0      5.783784     6.386336
8     Aaron Judge  NYY  OF   5000  5.0     11.794872    10.382626
9   Brett Gardner  NYY  OF   4700  5.0     10.558824     9.544763
10  Manuel Margot   SD  OF   2800  0.0      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         2.3 0.90    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     3 0.379 0.215
5         41         0.0 0.00     4 0.389 0.181
6         36         0.0 0.00     2 0.330 0.244
7         37         0.0 0.00     7 0.281 0.124
8         39         0.0 0.00     5 0.459 0.378
9         34         0.0 0.00     1 0.373 0.247
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 60.85 (131)"
       Lineup (27) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3   Salvador Perez   KC     C   3900  0.00      7.358974     7.242009
4      Eric Hosmer   KC    1B   3900  2.00      7.119048     5.877623
5   Dustin Pedroia  BOS    2B   3900 11.00      6.833333     5.294202
6   Mike Moustakas   KC    3B   3800  0.00      8.055556     6.511284
7    Allen Cordoba   SD OF/SS   2500  6.00      5.727273     5.900693
8  Jorge Bonifacio   KC    OF   3700  0.00      8.285714     6.893061
9     Lorenzo Cain   KC    OF   3400  0.00      7.675000     5.341600
10   Manuel Margot   SD    OF   2800  0.00      6.634146     5.864112
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         36         0.0 0.00     2 0.328 0.089
6         36         0.0 0.00     2 0.330 0.244
7         11         0.0 0.00     6 0.351 0.167
8         21         0.0 0.00     6 0.354 0.232
9         40         0.0 0.00     3 0.339 0.104
10        41         0.0 0.00     1 0.307 0.131

[1] "Total fpts: 60.5 (132)"
         Lineup (95) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Chris Sale  BOS   P  13500 22.3     31.043750     5.050137
2      Jarred Cosart   SD   P   4700 -4.8           NaN           NA
3   Martin Maldonado  LAA   C   2500  0.0      5.138889     4.745842
4     Ryan Zimmerman  WSH  1B   4600  5.0     12.000000     9.204742
5      Daniel Murphy  WSH  2B   5000  7.0      9.540541     9.017251
6       Ryan Schimpf   SD  3B   3300  0.0      6.470588     7.427367
7        Trea Turner  WSH  SS   4800 17.0     10.071429     9.827884
8       Bryce Harper  WSH  OF   5400  4.0     12.800000    11.166652
9       Jayson Werth  WSH  OF   3800  4.0      7.882353     8.325808
10 Guillermo Heredia  SEA  OF   2400  6.0      6.068966     5.903577
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         3.3 1.50    NA 0.000 0.000
3         36         0.0 0.00     7 0.307 0.090
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         34         0.0 0.00     4 0.324 0.269
7         28         0.0 0.00     1 0.289 0.157
8         35         0.0 0.00     3 0.472 0.329
9         34         0.0 0.00     2 0.379 0.188
10        29         0.0 0.00     6 0.311 0.078

[1] "Total fpts: 59.6 (133)"
       Lineup (72) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2  Robert Gsellman  NYM     P   6200  9.3      4.914286     9.024490
3     Gary Sanchez  NYY     C   4500 10.0      8.000000     7.888106
4   Hanley Ramirez  BOS    1B   4600  2.0      7.709677     6.512519
5  Whit Merrifield   KC    2B   3600  3.0      6.964286     6.327378
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7  Alcides Escobar   KC    SS   2500  3.0      3.666667     3.503773
8     Brandon Moss   KC    OF   3900  5.0      6.821429     7.333604
9      Alex Gordon   KC    OF   3700  3.0      4.459459     3.540202
10 Jorge Bonifacio   KC    OF   3700  0.0      8.285714     6.893061
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         31         0.0 0.00     4 0.347 0.168
5         28         0.0 0.00     8 0.316 0.171
6         26         0.0 0.00     2 0.413 0.337
7         42         0.0 0.00     1 0.195 0.055
8         28         0.0 0.00     7 0.298 0.250
9         37         0.0 0.00     9 0.250 0.037
10        21         0.0 0.00     6 0.354 0.232

[1] "Total fpts: 59.5 (134)"
       Lineup (90) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1    Luis Severino  NYY     P   9900 33.0     18.918750    13.864985
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3      Evan Gattis  HOU     C   3600  2.0      6.880000     5.804596
4     Yuli Gurriel  HOU    1B   2700  4.0      6.600000     7.453766
5      Jose Altuve  HOU    2B   5100  5.0     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7      Jean Segura  SEA    SS   4200  0.0     10.062500     7.483045
8     Bryce Harper  WSH    OF   5400  4.0     12.800000    11.166652
9     Justin Upton  DET    OF   3900  0.0      8.647059     7.591392
10  Carlos Beltran  HOU    OF   3600  0.0      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.9 1.13    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         30         0.0 0.00     6 0.309 0.141
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         32         0.0 0.00     1 0.377 0.137
8         35         0.0 0.00     3 0.472 0.329
9         34         0.0 0.00     5 0.351 0.229
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 58.85 (135)"
       Lineup (25) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.30     31.043750     5.050137
2   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3      Mike Zunino  SEA     C   2700  0.00      4.571429     3.982103
4    Luis Valbuena  LAA 1B/3B   3200  0.00      5.642857     6.640287
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7      Tim Beckham   TB    SS   2900  0.00      7.023810     8.203176
8  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
9   Norichika Aoki  HOU    OF   3100  5.00      4.923077     5.656310
10  Jake Marisnick  HOU    OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         21         0.0 0.00     7 0.244 0.107
4         14         0.0 0.00     4 0.282 0.103
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         42         0.0 0.00     5 0.319 0.168
8         37         0.0 0.00     1 0.312 0.177
9         26         0.0 0.00     8 0.278 0.063
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 58.8 (136)"
       Lineup (29) Team  Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS    P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF    P   7600  9.5     11.666667    13.482836
3      Evan Gattis  HOU    C   3600  2.0      6.880000     5.804596
4       Alex Avila  DET 1B/C   3500  6.0      9.777778     9.570516
5  Whit Merrifield   KC   2B   3600  3.0      6.964286     6.327378
6   Mike Moustakas   KC   3B   3800  0.0      8.055556     6.511284
7  Alcides Escobar   KC   SS   2500  3.0      3.666667     3.503773
8  George Springer  HOU   OF   4200  5.0      7.756757     6.660019
9     Brandon Moss   KC   OF   3900  5.0      6.821429     7.333604
10     Alex Gordon   KC   OF   3700  3.0      4.459459     3.540202
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         18         0.0 0.00     2 0.477 0.293
5         28         0.0 0.00     8 0.316 0.171
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     1 0.195 0.055
8         37         0.0 0.00     1 0.312 0.177
9         28         0.0 0.00     7 0.298 0.250
10        37         0.0 0.00     9 0.250 0.037

[1] "Total fpts: 58.7 (137)"
      Lineup (100) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.4           NaN           NA
2  Robert Gsellman  NYM   P   6200  9.3      4.914286     9.024490
3  Yasmani Grandal  LAD   C   3600  0.0      7.656250     7.009714
4   Ryan Zimmerman  WSH  1B   4600  5.0     12.000000     9.204742
5    Daniel Murphy  WSH  2B   5000  7.0      9.540541     9.017251
6      Kyle Seager  SEA  3B   3500  7.0      6.375000     5.433455
7      Trea Turner  WSH  SS   4800 17.0     10.071429     9.827884
8     Bryce Harper  WSH  OF   5400  4.0     12.800000    11.166652
9  George Springer  HOU  OF   4200  5.0      7.756757     6.660019
10    Jayson Werth  WSH  OF   3800  4.0      7.882353     8.325808
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         34         0.0 0.00     4 0.479 0.357
5         37         0.0 0.00     5 0.412 0.247
6         40         0.0 0.00     2 0.319 0.123
7         28         0.0 0.00     1 0.289 0.157
8         35         0.0 0.00     3 0.472 0.329
9         37         0.0 0.00     1 0.312 0.177
10        34         0.0 0.00     2 0.379 0.188

[1] "Total fpts: 55.95 (138)"
       Lineup (49) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD     P   8900  0.40           NaN           NA
2   Charlie Morton  HOU     P   8600 19.55     16.806250     8.870112
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4       Lucas Duda  NYM    1B   3500  8.00      7.650000     8.992833
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7      Jean Segura  SEA    SS   4200  0.00     10.062500     7.483045
8     Mookie Betts  BOS    OF   5100 14.00      9.263158     9.500168
9  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
10  Jake Marisnick  HOU    OF   2900  0.00      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         20         0.0 0.00     4 0.372 0.236
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         32         0.0 0.00     1 0.377 0.137
8         38         0.0 0.00     1 0.368 0.210
9         37         0.0 0.00     1 0.312 0.177
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 55.8 (139)"
       Lineup (45) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3   Salvador Perez   KC     C   3900  0.0      7.358974     7.242009
4      Eric Hosmer   KC    1B   3900  2.0      7.119048     5.877623
5  Whit Merrifield   KC    2B   3600  3.0      6.964286     6.327378
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7    Allen Cordoba   SD OF/SS   2500  6.0      5.727273     5.900693
8     Brandon Moss   KC    OF   3900  5.0      6.821429     7.333604
9  Jorge Bonifacio   KC    OF   3700  0.0      8.285714     6.893061
10     Chris Young  BOS    OF   3600  6.0      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         28         0.0 0.00     8 0.316 0.171
6         26         0.0 0.00     2 0.413 0.337
7         11         0.0 0.00     6 0.351 0.167
8         28         0.0 0.00     7 0.298 0.250
9         21         0.0 0.00     6 0.354 0.232
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 55.7 (140)"
       Lineup (43) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Chris Sale  BOS     P  13500 22.3     31.043750     5.050137
2        Rich Hill  LAD     P   8900  0.4           NaN           NA
3     Andrew Knapp  PHI     C   3000  7.0      6.230769     6.469851
4     Tommy Joseph  PHI    1B   3800  0.0      7.062500     6.913929
5    Andres Blanco  PHI 2B/3B   2700  0.0      4.000000     2.000000
6     Ryan Schimpf   SD    3B   3300  0.0      6.470588     7.427367
7  Xander Bogaerts  BOS    SS   4700 10.0      9.027778     6.420886
8    Aaron Altherr  PHI    OF   4100  2.0      9.888889     8.247766
9  Kevin Kiermaier   TB    OF   3100 14.0      6.159091     6.320668
10  Odubel Herrera  PHI    OF   2800  0.0      5.945946     4.459359
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         7.3 0.79    NA 0.000 0.000
2          0         4.3 1.38    NA 0.000 0.000
3         13         0.0 0.00     7 0.371 0.217
4         32         0.0 0.00     4 0.332 0.186
5          5         0.0 0.00     5 0.287 0.111
6         34         0.0 0.00     4 0.324 0.269
7         36         0.0 0.00     3 0.373 0.116
8         27         0.0 0.00     3 0.414 0.286
9         44         0.0 0.00     2 0.281 0.090
10        37         0.0 0.00     6 0.283 0.120

[1] "Total fpts: 54.95 (141)"
      Lineup (112) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3      Evan Gattis  HOU   C   3600  2.00      6.880000     5.804596
4    Matt Holliday  NYY  1B   4000  5.00      8.705882     8.397436
5   Starlin Castro  NYY  2B   3700  0.00      9.073171     7.404020
6    Chase Headley  NYY  3B   3300  0.00      7.459459     5.942290
7      Trea Turner  WSH  SS   4800 17.00     10.071429     9.827884
8      Aaron Judge  NYY  OF   5000  5.00     11.794872    10.382626
9  Jacoby Ellsbury  NYY  OF   3900  0.00      8.333333     6.454972
10     Chris Young  BOS  OF   3600  6.00      6.704762     7.247532
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         34         0.0 0.00     3 0.379 0.215
5         41         0.0 0.00     4 0.389 0.181
6         37         0.0 0.00     7 0.308 0.146
7         28         0.0 0.00     1 0.289 0.157
8         39         0.0 0.00     5 0.459 0.378
9         33         0.0 0.00     6 0.338 0.141
10        21         0.0 0.00     5 0.332 0.140

[1] "Total fpts: 54.95 (142)"
       Lineup (140) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1         Rich Hill  LAD   P   8900  0.40           NaN           NA
2    Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3   Jonathan Lucroy  TEX   C   3900  0.00      5.967742     5.896235
4    Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5      Rougned Odor  TEX  2B   3600  3.00      6.022727     5.529997
6    Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7      Elvis Andrus  TEX  SS   3600  2.00      7.651163     7.124350
8        Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9     Shin-Soo Choo  TEX  OF   4000  5.00      7.684211     7.918863
10 Delino DeShields  TEX  OF   3400 11.00      7.035714     6.850154
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         31         0.0 0.00     4 0.320 0.138
4         31         0.0 0.00     4 0.347 0.168
5         44         0.0 0.00     5 0.270 0.150
6         36         0.0 0.00     2 0.330 0.244
7         43         0.0 0.00     3 0.325 0.146
8         39         0.0 0.00     2 0.495 0.411
9         38         0.0 0.00     2 0.345 0.132
10        28         0.0 0.00     1 0.308 0.049

[1] "Total fpts: 53.15 (143)"
       Lineup (56) Team   Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD     P   8900  0.40           NaN           NA
2   Kyle Hendricks  CHC     P   8500 22.75     16.585714     4.720586
3      Evan Gattis  HOU     C   3600  2.00      6.880000     5.804596
4       Alex Avila  DET  1B/C   3500  6.00      9.777778     9.570516
5      Jose Altuve  HOU    2B   5100  5.00     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.00     10.730769     9.154486
7    Freddy Galvis  PHI    SS   3200  6.00      6.564103     5.669841
8     Bryce Harper  WSH    OF   5400  4.00     12.800000    11.166652
9  George Springer  HOU    OF   4200  5.00      7.756757     6.660019
10  Carlos Beltran  HOU    OF   3600  0.00      6.194444     6.172841
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         5.7 1.20    NA 0.000 0.000
3         25         0.0 0.00     4 0.346 0.146
4         18         0.0 0.00     2 0.477 0.293
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         39         0.0 0.00     2 0.290 0.169
8         35         0.0 0.00     3 0.472 0.329
9         37         0.0 0.00     1 0.312 0.177
10        36         0.0 0.00     5 0.292 0.143

[1] "Total fpts: 52.05 (144)"
      Lineup (148) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
2       Matt Moore   SF   P   7600  9.50     11.666667    13.482836
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4      Eric Hosmer   KC  1B   3900  2.00      7.119048     5.877623
5   Dustin Pedroia  BOS  2B   3900 11.00      6.833333     5.294202
6   Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7  Alcides Escobar   KC  SS   2500  3.00      3.666667     3.503773
8     Bryce Harper  WSH  OF   5400  4.00     12.800000    11.166652
9      Alex Gordon   KC  OF   3700  3.00      4.459459     3.540202
10    Lorenzo Cain   KC  OF   3400  0.00      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          8         5.6  1.4    NA 0.000 0.000
2          9         5.8  1.5    NA 0.000 0.000
3         32         0.0  0.0     3 0.373 0.214
4         42         0.0  0.0     4 0.339 0.107
5         36         0.0  0.0     2 0.328 0.089
6         36         0.0  0.0     2 0.330 0.244
7         42         0.0  0.0     1 0.195 0.055
8         35         0.0  0.0     3 0.472 0.329
9         37         0.0  0.0     9 0.250 0.037
10        40         0.0  0.0     3 0.339 0.104

[1] "Total fpts: 48.95 (145)"
       Lineup (54) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3   Salvador Perez   KC   C   3900  0.00      7.358974     7.242009
4      Eric Hosmer   KC  1B   3900  2.00      7.119048     5.877623
5      Jose Altuve  HOU  2B   5100  5.00     10.100000     8.295195
6   Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7  Alcides Escobar   KC  SS   2500  3.00      3.666667     3.503773
8     Mookie Betts  BOS  OF   5100 14.00      9.263158     9.500168
9  George Springer  HOU  OF   4200  5.00      7.756757     6.660019
10    Lorenzo Cain   KC  OF   3400  0.00      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         40         0.0 0.00     3 0.379 0.205
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     1 0.195 0.055
8         38         0.0 0.00     1 0.368 0.210
9         37         0.0 0.00     1 0.312 0.177
10        40         0.0 0.00     3 0.339 0.104

[1] "Total fpts: 47.95 (146)"
      Lineup (117) Team Pos Salary  Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.40           NaN           NA
2   Charlie Morton  HOU   P   8600 19.55     16.806250     8.870112
3  Yasmani Grandal  LAD   C   3600  0.00      7.656250     7.009714
4   Hanley Ramirez  BOS  1B   4600  2.00      7.709677     6.512519
5  Whit Merrifield   KC  2B   3600  3.00      6.964286     6.327378
6   Mike Moustakas   KC  3B   3800  0.00      8.055556     6.511284
7  Alcides Escobar   KC  SS   2500  3.00      3.666667     3.503773
8       Mike Trout  LAA  OF   5500 12.00     12.794872     7.248156
9     Brandon Moss   KC  OF   3900  5.00      6.821429     7.333604
10     Alex Gordon   KC  OF   3700  3.00      4.459459     3.540202
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          8         5.6 1.40    NA 0.000 0.000
3         32         0.0 0.00     3 0.373 0.214
4         31         0.0 0.00     4 0.347 0.168
5         28         0.0 0.00     8 0.316 0.171
6         36         0.0 0.00     2 0.330 0.244
7         42         0.0 0.00     1 0.195 0.055
8         39         0.0 0.00     2 0.495 0.411
9         28         0.0 0.00     7 0.298 0.250
10        37         0.0 0.00     9 0.250 0.037

[1] "Total fpts: 45.9 (147)"
       Lineup (80) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD     P   8900  0.4           NaN           NA
2       Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3   Salvador Perez   KC     C   3900  0.0      7.358974     7.242009
4   Hanley Ramirez  BOS    1B   4600  2.0      7.709677     6.512519
5      Jose Altuve  HOU    2B   5100  5.0     10.100000     8.295195
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7      Trea Turner  WSH    SS   4800 17.0     10.071429     9.827884
8  George Springer  HOU    OF   4200  5.0      7.756757     6.660019
9   Norichika Aoki  HOU    OF   3100  5.0      4.923077     5.656310
10  Jake Marisnick  HOU    OF   2900  0.0      6.400000    10.083933
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         31         0.0 0.00     4 0.347 0.168
5         40         0.0 0.00     3 0.379 0.205
6         26         0.0 0.00     2 0.413 0.337
7         28         0.0 0.00     1 0.289 0.157
8         37         0.0 0.00     1 0.312 0.177
9         26         0.0 0.00     8 0.278 0.063
10        15         0.0 0.00     9 0.394 0.241

[1] "Total fpts: 45.9 (148)"
       Lineup (91) Team Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD   P   8900  0.4           NaN           NA
2       Matt Moore   SF   P   7600  9.5     11.666667    13.482836
3   Salvador Perez   KC   C   3900  0.0      7.358974     7.242009
4      Eric Hosmer   KC  1B   3900  2.0      7.119048     5.877623
5    Robinson Cano  SEA  2B   4500 13.0      9.323529     8.587237
6   Mike Moustakas   KC  3B   3800  0.0      8.055556     6.511284
7      Trea Turner  WSH  SS   4800 17.0     10.071429     9.827884
8     Bryce Harper  WSH  OF   5400  4.0     12.800000    11.166652
9  Jorge Bonifacio   KC  OF   3700  0.0      8.285714     6.893061
10    Lorenzo Cain   KC  OF   3400  0.0      7.675000     5.341600
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         39         0.0 0.00     5 0.348 0.221
4         42         0.0 0.00     4 0.339 0.107
5         34         0.0 0.00     3 0.374 0.232
6         36         0.0 0.00     2 0.330 0.244
7         28         0.0 0.00     1 0.289 0.157
8         35         0.0 0.00     3 0.472 0.329
9         21         0.0 0.00     6 0.354 0.232
10        40         0.0 0.00     3 0.339 0.104

[1] "Total fpts: 43.7 (149)"
      Lineup (139) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1        Rich Hill  LAD     P   8900  0.4           NaN           NA
2  Robert Gsellman  NYM     P   6200  9.3      4.914286     9.024490
3     Gary Sanchez  NYY     C   4500 10.0      8.000000     7.888106
4    Matt Holliday  NYY    1B   4000  5.0      8.705882     8.397436
5   Starlin Castro  NYY    2B   3700  0.0      9.073171     7.404020
6  Marwin Gonzalez  HOU 3B/OF   3800  2.0     10.730769     9.154486
7      Jean Segura  SEA    SS   4200  0.0     10.062500     7.483045
8       Mike Trout  LAA    OF   5500 12.0     12.794872     7.248156
9      Aaron Judge  NYY    OF   5000  5.0     11.794872    10.382626
10 Jacoby Ellsbury  NYY    OF   3900  0.0      8.333333     6.454972
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          7         3.9 1.73    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         34         0.0 0.00     3 0.379 0.215
5         41         0.0 0.00     4 0.389 0.181
6         26         0.0 0.00     2 0.413 0.337
7         32         0.0 0.00     1 0.377 0.137
8         39         0.0 0.00     2 0.495 0.411
9         39         0.0 0.00     5 0.459 0.378
10        33         0.0 0.00     6 0.338 0.141

[1] "Total fpts: 39.9 (150)"
     Lineup (133) Team   Pos Salary Fpts Avg_Hist_Fpts Sd_Hist_Fpts
1       Rich Hill  LAD     P   8900  0.4           NaN           NA
2      Matt Moore   SF     P   7600  9.5     11.666667    13.482836
3    Gary Sanchez  NYY     C   4500 10.0      8.000000     7.888106
4    Tommy Joseph  PHI    1B   3800  0.0      7.062500     6.913929
5   Andres Blanco  PHI 2B/3B   2700  0.0      4.000000     2.000000
6  Mike Moustakas   KC    3B   3800  0.0      8.055556     6.511284
7   Freddy Galvis  PHI    SS   3200  6.0      6.564103     5.669841
8      Mike Trout  LAA    OF   5500 12.0     12.794872     7.248156
9   Aaron Altherr  PHI    OF   4100  2.0      9.888889     8.247766
10 Odubel Herrera  PHI    OF   2800  0.0      5.945946     4.459359
   Num_Games Avg_Innings WHIP Order  wOBA   ISO
1          0         4.3 1.38    NA 0.000 0.000
2          9         5.8 1.50    NA 0.000 0.000
3         19         0.0 0.00     2 0.355 0.173
4         32         0.0 0.00     4 0.332 0.186
5          5         0.0 0.00     5 0.287 0.111
6         36         0.0 0.00     2 0.330 0.244
7         39         0.0 0.00     2 0.290 0.169
8         39         0.0 0.00     2 0.495 0.411
9         27         0.0 0.00     3 0.414 0.286
10        37         0.0 0.00     6 0.283 0.120